UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
 
FORM 10-K
þANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the Fiscal Year Ended December 31, 2016
For the Fiscal Year Ended December 31, 2019
OR
¨TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
Commission file number 1-35416001-35416
usslogo2q15a36.jpg
U.S. Silica Holdings, Inc.
(Exact name of registrant as specified in its charter)
Delaware 26-3718801
(State or other jurisdiction of
Incorporation or Organization)
 
(I.R.S. Employer
Identification No.)
8490 Progress Drive,24275 Katy Freeway, Suite 300600
Frederick, Maryland 21701Katy, Texas77494
(Address of Principal Executive Offices) (Zip Code)
(301) 682-0600(281) 258-2170
(Registrant’s telephone number, including area code)
 
Securities registered pursuant to Section 12(b) of the Securities Act:
Title of each class:Trading Symbol:Name of each exchange on which registered:
Common Stock, par value $0.01 per shareSLCANew York Stock Exchange
 
Securities registered pursuant to Section 12(g) of the Securities Act: None
 

Indicate by a check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.    Yesþ    No  ¨

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15 (d) of the Act.    Yes  ¨Noþ

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.    Yesþ    No  ¨

Indicate by check mark whether the registrant has submitted electronically and posted on its website, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).    Yesþ    No  ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§229.405 of this chapter) is not contained herein, and will not be contained, to the best of the registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form    10-K.  þ
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer” andfiler,” “smaller reporting company”company,” and "emerging growth company" in Rule 12b-2 of the Exchange Act.
Large accelerated filer þý  Accelerated filer ¨
Non-accelerated filer ¨  Smaller reporting company ¨
Emerging growth company

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ¨

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).    Yes  ¨    No  þ

The aggregate market value of the outstanding common stock held by non-affiliates of the registrant as of June 30, 2016,28, 2019, the last business day of the registrant’s most recently completed second fiscal quarter, was $1,562,047,655$905,828,280 based on the closing price of $29.36$12.79 per share, as reported on the New York Stock Exchange.Exchange, on such date.
As of February 21, 2017, 81,061,8402020, 73,750,501 shares of the common stock, par value $0.01 per share, of the registrant were issued and outstanding.
 


DOCUMENTS INCORPORATED BY REFERENCE
Part III of Form 10-K             Certain sections of the Proxy Statement for the 20172020 Annual Meeting of Shareholders for U.S. Silica Holdings, Inc. (the “2020 Proxy Statement”) are incorporated by reference in Part III of this Annual Report on Form 10-K where indicated.







U.S. Silica Holdings, Inc.
FORM 10-K
For the Fiscal Year Ended December 31, 20162019
TABLE OF CONTENTS
 


Forward-Looking


Forward Looking Statements
This Annual Report on Form 10-K contains forward-looking statements that are subject to riskswithin the meaning of Section 21E of the Securities Exchange Act of 1934, as amended (the “Exchange Act”) and uncertainties.Section 27A of the Securities Act of 1933, as amended. All statements other than statements of historical fact included in this Annual Report on Form 10-K are forward-looking statements. Forward-looking statements give our current expectations and projections relating to our financial condition, results of operations, plans, objectives, future performance and business. You can identify forward-looking statements by the fact that they do not relate strictly to historical or current facts. These statements may include words such as “anticipate,” “estimate,” “expect,” “project,” “plan,” “intend,” “believe,” “may,” “will,” “should,” “could,” “can have,” “likely” and other words and terms of similar meaning in connection with any discussion of the timing or nature of future operating or financial performance or other events. meaning.

For example, all statements we make relating to our estimated and projected costs,costs; reserve and finished products estimates; demand for our products; the strategies of our customers; anticipated expenditures, cash flows, growth rates and financial results,results; our plans and objectives for future operations, growth or initiatives,initiatives; strategies orand their anticipated effect on our performance and liquidity; and the expected outcome or impact of pending or threatened litigation are forward-looking statements.

All forward-looking statements are subject to risks and uncertainties that may cause actual results to differ materially from those that we expected, including:
fluctuations in demand for commercial silica;
the cyclical nature of our customers’ businesses;
operatingexpect. These risks thatand uncertainties include, but are beyond our control, such as changes in the price and availability of transportation, natural gas or electricity; unusual or unexpected geological formations or pressures; cave-ins, pit wall failures or rock falls; or unanticipated ground, grade or water conditions;
our dependence on three of our plants for a significant portion of our sales;
the level of activity in the natural gas and oil industries;
decreased demand for frac sand or the development of either effective alternative proppants or new processesnot limited to, replace hydraulic fracturing;
federal, state and local legislative and regulatory initiatives relating to hydraulic fracturing and the potential for related regulatory action or litigation affecting our customers’ operations;
our rights and ability to mine our properties and our renewal or receipt of the required permits and approvals from governmental authorities and other third parties;
our ability to implement our capacity expansion plans within our current timetable and budget and our ability to secure demand for our increased production capacity, and the actual operating costs once we have completed the capacity expansion;
our ability to succeed in competitive markets;
loss of, or reduction in, business from our largest customers;
increasing costs or a lack of dependability or availability of transportation services and transload network access or infrastructure;
extensive regulation of trucking services;
our ability to recruit and retain truckload drivers;
increases in the prices of, or interruptions in the supply of, natural gas and electricity, or any other energy sources;
increases in the price of diesel fuel;
diminished access to water;
our ability to successfully complete acquisitions or integrate acquired businesses;
our ability to make capital expenditures to maintain, develop and increase our asset base and our ability to obtain needed capital or financing on satisfactory terms;
our substantial indebtedness and pension obligations;
restrictions imposed by our indebtedness on our current and future operations;
contractual obligations that require us to deliver minimum amounts of frac sand or purchase minimum amounts of services;
the accuracy of our estimates of mineral reserves and resource deposits;

a shortage of skilled labor and rising costs in the mining industry;
our ability to attract and retain key personnel;
our ability to maintain satisfactory labor relations;
our reliance on patents, trade secrets and contractual restrictions to protect our proprietary rights;
our significant unfunded pension obligations and post-retirement health care liabilities;
our ability to maintain effective quality control systems at our mining, processing and production facilities;
seasonal and severe weather conditions;
fluctuations in our sales and results of operations due to seasonality and other factors;
interruptions or failures in our information technology systems;
the impact of a terrorist attack or armed conflict;
extensive and evolving environmental, mining, health and safety, licensing, reclamation and other regulation (and changes in their enforcement or interpretation);
silica-related health issues and corresponding litigation;
our ability to acquire, maintain or renew financial assurances related to the reclamation and restoration of mining property; and
other factors included and disclosedthose described in Part I, Item 1A, “Risk Factors”"Item 1A. Risk Factors" and elsewhere in this Annual Report on Form 10-K.and those described from time to time in our future reports filed with the Securities and Exchange Commission.

We derive many of our forward-looking statements from our operating budgets and forecasts, which are based on many detailed assumptions. While we believe that our assumptions are reasonable, we caution that it is very difficult to predict the impact of known factors, and it is impossible for us to anticipate all factors that could affect our actual results. Important factors that could causeAs a result, forward-looking statements are not guarantees of future performance, and you should not place undue reliance on any forward-looking statements we make.

If one or more of the risks described above or other risks or uncertainties materialize (or the consequences of any such development changes), or should our underlying assumptions prove incorrect, actual results to differoutcomes may vary materially from those reflected in our expectations, or cautionaryforward-looking statements. The forward-looking statements are disclosed under Item 1A, “Risk Factors” and Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations”included in this Annual Report on Form 10-K.10-K are made only as of the date hereof. We disclaim any intention or obligation to update publicly or revise such statements, whether as a result of new information, future events or otherwise. All written and oral forward-looking statements attributable to us, or persons acting on our behalf, are expressly qualified in their entirety by these cautionary statements as well as other cautionary statements that are made from time to time in our other filings with the SecuritiesSEC, and Exchange Commission (the “SEC”) andour other public communications. You should evaluate all forward-looking statements made in this Annual Report on Form 10-K in the context of these risks and uncertainties.
We caution you that the important factors referenced above may not contain all of the factors that are important to you. In addition, we cannot assure you that we will realize the results or developments we expect or anticipate or, even if substantially realized, that they will result in the consequences or affect us or our operations in the way we expect. The forward-looking statements included in this Annual Report on Form 10-K are made only as of the date hereof. We undertake no obligation to update or revise any forward-looking statement as a result of new information, future events or otherwise, except as otherwise required by law.

PART I.

PART I

ITEM 1.BUSINESS
Unless we state otherwise, or the context otherwise requires, the terms “we,” “us,” “our,” “U.S. Silica,” “the Company,” “our business,” “our company” refer to U.S. Silica Holdings, Inc. and its consolidated subsidiaries as a combined entity. Adjusted EBITDA as used herein is a non-GAAP measure. For a detailed description of Adjusted EBITDA and a reconciliation to the most comparable GAAP measure, please see the discussion under “Management’s Discussion and Analysis of Financial Condition and Results of Operations – How We Evaluate Our Business – Adjusted EBITDA.”
Our Company
Business Overview
We are one of the largest domestic producersa global performance materials company and a leading producer of commercial silica used in a specialized mineral that is a critical input into a varietywide range of attractive end markets. industrial applications and in the oil and gas industry. In addition, through our acquisition of EP Minerals, LLC ("EPM") and its affiliated companies in 2018, we are an industry leader in the production of products derived from diatomaceous earth, perlite, engineered clays, and non-activated clays. 
During our 116 year120-year history, we have developed core competencies in mining, processing, logistics and materials science that enable us to produce and cost-effectively deliver over 240 products400 diversified product types to customers across theseour end markets. After our acquisition of New Birmingham, Inc. ("NBI" or the "NBI Acquisition") on August 16, 2016, asAs of December 31, 2016,2019, we operate 1825 production facilities across the United States. Including the purchase of reserves adjacent to our Ottawa, Illinois, facility in May 2016, we nowWe control 467527 million tons of reserves of commercial silica, which can be processed to make 226202 million tons of finished products that meet American Petroleum Institute ("API") frac sand specifications. Additionally, on August 22, 2016, we completed the acquisitionspecifications, and 59 million tons of Sandbox Enterprises, LLC ("Sandbox" or the “Sandbox Acquisition”) as a “last mile” logistics solution for frac sand in the oilreserves of diatomaceous earth, perlite, and gas industry. For more information regarding the NBI and Sandbox Acquisitions, see Note D - Business Combinations to our Financial Statements in Part II, Item 8 to this Annual Report on Form 10-K.clays.


Our operations are organized into two reportable segments based on end markets served:served and the manner in which we analyze our operating and financial performance: (1) Oil & Gas Proppants and (2) Industrial & Specialty Products. InWe believe our largest end market, oil and gas proppants, our frac sand is used to stimulate and maintain the flow of hydrocarbons in oil and natural gas wells. We produce a wide range of frac sand sizes and are capable of efficient delivery of large quantities of API grade frac sand to most of the major U.S. shale basins via our logistics network. Our silica is also used as an economically irreplaceable raw material in a wide range of industrial applications, including glassmaking and chemical manufacturing. Additionally, in recent years a number of attractive new end markets have developed for our high-margin, performance silica products, including high-performance glass, specialty coatings, polymer additives and geothermal energy systems. Our segments are complementary because our ability to sell to a wide range of customers across end markets in these segments allows us to maximize recovery rates in our mining operations and optimize our asset utilizationutilization.
Acquisitions
On May 1, 2018, we completed the acquisition of all of the outstanding capital stock of EP Acquisition Parent, Inc., a Delaware corporation (“EPAP”), and reduce the cyclicalityultimate parent of EPM. Contemporaneous with the merger, EPAP was renamed EP Minerals Holdings, Inc. ("EPMH"). The consideration paid consisted of $743.2 million of cash, net of cash acquired of $19.1 million, including $0.5 million of post-closing adjustments. EPM's industrial minerals are used as filter aids, functional additives, catalysts, adsorbents and absorbents for a variety of industries including food and beverage, biofuels, automotive retail, recreational water, oil refining, edible oil, farm and home, landscape, paint and coatings, agriculture, plastics, pharmaceuticals, and insecticides. The acquisition of EPM increased our earnings.industrial materials product offering in our Industrial & Specialty Products segment.
On August 16, 2017, we completed the acquisition of Mississippi Sand, LLC ("MS Sand"). MS Sand is a frac sand mining and logistics company based in St. Louis, Missouri.
On April 1, 2017, we completed the acquisition of White Armor, a product line of cool roof granules used in industrial roofing applications.
See Note E - Business Combinations to our Consolidated Financial Statements in Part II, Item 8. of this Annual Report on Form 10-K for more information.
Corporate History
U.S. Silica Holdings, Inc. was incorporated under the laws of the State of Delaware on November 14, 2008. U.S. Silica Company, which has been a domestic producer of commercial silica for 116120 years, became a wholly-owned subsidiary of the Company on November 25, 2008. On January 31, 2012, we completed our initial public offering of our common stock.
Our Strengths
We attribute our success to the following strengths:
Large-scale producer with a diverse and high-quality reserve base. Our 18 geographically dispersed production facilities control 467 million tons of reserves, including API size frac sand and large quantities of silica with distinct characteristics, giving us the ability to sell over 240 products to customers in both our Oil & Gas Proppants segment and Industrial & Specialty Products segment. Our large-scale production, logistics capabilities and long reserve life make us a preferred commercial silica supplier to our customers. Our consistent, reliable supply of large quantities of silica gives our customers the security to customize their production processes around our commercial silica. Furthermore, our large scale provides us earnings diversification and a larger addressable market.
Geographically advantaged footprint with intrinsic transportation advantages. The strategic location of our facilities and our logistics capabilities enable us to enjoy high customer retention and a larger addressable market. In 2016, we acquired NBI, the ultimate parent company of NBR Sand, LLC, a regional sand producer located near Tyler, Texas. This facility allows customers to ship regional sand directly to the wellheads in the Texas and Louisiana basins by truck, which provides us with a delivered cost advantage. In our Oil & Gas Proppants segment, our network of frac sand production facilities with access to Class I rail either onsite or by truck and the strategic locations of our transloads serve to create an addressable market that includes every major U.S. shale basin. We

believe we are one of the few frac sand producers capable of cost-effectively delivering API grade frac sand to most of the major U.S. shale basins by on-site rail. Additionally, on August 22, 2016, we completed the acquisition of Sandbox, a provider of logistics solutions and technology for the transportation of proppant used in hydraulic fracturing in the oil and gas industry. Sandbox provides “last mile” logistics to oil and gas companies. Sandbox has operations in Midland/Odessa, Texas, Morgantown, West Virginia, western North Dakota, northeast of Denver, Colorado, Oklahoma City, OK and Cambridge, Ohio, where its major customers are located, which allowed us to expand our frac sand offering directly to customers' wellhead locations.
Large-scale producer with a diverse and high-quality reserve base. Our 25 geographically dispersed operating production facilities control an estimated 527 million tons of reserves, including API size frac sand and large quantities of silica with distinct characteristics, and an estimated 59 million tons of reserves of diatomaceous earth, perlite, and clays. These reserves give us the ability to sell over 400 product types to customers in both our Oil & Gas Proppants segment and Industrial & Specialty Products segment. We believe our large-scale production, logistics capabilities and long reserve life make us a preferred supplier to our customers. Our consistent, reliable supply of reserves gives our customers the security to customize their production processes around our products. Furthermore, our relatively large scale and wide product portfolio provide us earnings diversification and the ability to reach broader market segments.
Geographically advantaged footprint with intrinsic transportation advantages. We believe the strategic location of our facilities and our logistics capabilities contribute to our customer retention rates and our ability to reach broader market segments. In our Oil & Gas Proppants segment, our network of frac sand production facilities with access to barge and Class I rail, either onsite or by truck, combined with the strategic locations of our transloads, enable us to serve every major U.S. shale basin. Additionally, SandBox Logistics ("SandBox") extends our delivery capability directly to our customers' wellhead locations. We believe we are one of the few frac sand producers capable of cost-effectively delivering API grade frac sand to most of the major U.S. shale basins by on-site rail.
Additionally, due to the high weight-to-value ratio of many silica products in our Industrial & Specialty Products segment, the proximity of our facilities to our customers’ facilities often results in us being their sole supplier. This advantage has enabled us to enjoy strong customer retention in this segment, with our top five Industrial & Specialty Products segment customers purchasing from us for an average of over 50 years.
Low-cost operating structure. Diatomaceous earth, clay, and perlite facilities are located near major highways and export corridors to optimize the cost of operations and shipment. Products can be shipped via bulk truck, rail or packaged. We focus on buildingutilize experienced in-house international logistics operations using a broad base of steamship partners to enable efficient and operating facilities with low delivered cost that will allow uscost-effective exports to be successful through the cycle. We believe the combination of the following factors contributes to our low-cost structure and our high margins:approximately 100 countries.


Low-cost operating structure. We focus on building and operating facilities with low delivered costs to enable us to better manage market downturns. We believe the combination of the following factors contributes to our goal of having a low-cost structure and high margins:
our ownership of the vast majority of our reserves, resulting in mineral royalty expense that was less than 0.3%0.1% of our sales in 2016;2019;
the close proximityoptimal positioning of our mines toand their respective processing plants, which allows for aenabling cost-efficient and highly automated production process;processes;
our processing expertise, developed over the 120-year company history and shared amongst our facilities, which enables us to create over 240 products400 product types with unique characteristics while minimizing waste;
our integrated logistics management expertise and geographically advantaged facility network, which enables us to reliably ship products by the most cost-effective method available, whether domestic or overseas; we transport products by truck, rail or barge to meet the needs of our customers, whetherincluding at in-basin transload locations orand directly at wellhead locations via our SandboxSandBox operations;
our large customer base across numerous end markets, which allows us to maximize our mining recovery rate and asset utilization; and
our large overall and plant-level operating scale.
Strong reputation with our customers and the communities in which we operate.We believe that we have built a strong reputation during our 116 year operating history. Our customers know us for our dependability and our high-quality, innovative products, as we have a long track record of timely delivery of our products according to customer specifications. We also have an extensive network of technical resources, including materials science and petroleum engineering expertise, which enables us to collaborate with our customers to develop new products and improve the performance of their existing applications. We are also well known in the communities in which we operate as a preferred employer and a responsible corporate citizen, which generally serves us well in hiring new employees and securing difficult to obtain permits for expansions and new facilities.
Experienced management team. The members of our senior management team bring significant experience to the dynamic environment in which we operate. Their expertise covers a range of disciplines, including industry-specific operating and technical knowledge as well as experience managing high-growth businesses. We believe we have assembled a flexible, creative and responsive team that can quickly adapt to the rapidly evolving unconventional oil and natural gas drilling landscape.
Focus on safety and positive relationships with the communities in which we operate. We focus on the safety of our employees and maintain safe and responsible operations. We also believe we are known in the communities in which we operate as a preferred employer and a responsible corporate citizen, which generally serves us well in hiring new employees and securing difficult to obtain permits for expansions and new facilities.
Strong reputation with our customers.We believe we have built a strong reputation during our 120-year operating history. We have a long track record of timely delivery of our products according to customer specifications, which we believe contributes to a reputation for dependability. We also have an extensive network of technical resources, including materials science and petroleum engineering expertise, which enables us to collaborate with our customers to develop products to improve the performance of their existing applications.
Commitment to innovation. Our team is dedicated to continuing to develop patentable products through research and development. The acquisition of EPM has accelerated our team’s research and development efforts by providing additional expertise and testing equipment, such as experience with filtration products and with high temperature manufacturing processes.
Experienced management team. The members of our senior management team bring significant experience to the dynamic environment in which we operate. Their expertise covers a range of disciplines, including industry-specific operating and technical knowledge. We believe we have assembled a flexible, creative and responsive team that can quickly adapt to changing market conditions.
Our Business Strategy
The key drivers of our growth strategy include:
Increase our presence and product offering in specialty products end markets. On May 1, 2018, we completed the acquisition of EPM, a global producer of industrial minerals including diatomaceous earth, clay and perlite, which increased our industrial materials product offerings.
Our research and business development teams work to enhance our existing products, develop new products and pursue opportunities to acquire new product offerings through business acquisitions, which we expect will increase our presence and market share in certain specialty products end markets and allow us to enter new markets. We manage a robust pipeline of new products in various stages of development.
We are expanding our capabilities to improve our product offerings across our various platforms. For example, on December 31, 2018, we completed our acquisition of a manufacturing facility located in Millen, Georgia. This facility has a kiln, which allows for the production of specialty industrial products that require high temperature heat treatments.
Further develop value-added capabilities to maximize margins.We expect to continue investing in ways to increase the value we provide to our customers by expanding our product offerings, improving our supply chain management, upgrading our information technology, and enhancing our customer service model. We are exploring other applications of our patented SandBox technology that can provide incremental value to customers.
Expand our Oil & Gas Proppantsproduction capacity and product portfolio.We continue to consider and execute several initiatives to increase our frac sand production capacity and augment our proppant product portfolio.

While we continue to work on maximizing existing production facility efficiencies, due to the recent improvements in the oil and gas market, we are also evaluating production capacity expansion opportunities at existing facilities as well as Greenfield opportunities.
In orderOptimize product mix and keep operating costs low. We continue to increaseactively manage our resin coated product portfolio, during 2015,mix at each of our plants as we announced the introduction of InnoProp® Python RCS, a new high-performance resin coated proppant designedseek to maximize our profit margins. This requires us to use our proprietary expertise in balancing key variables, such as mine geology, processing capacity, transportation availability, customer requirements and pricing. Additionally, we execute continuous improvement efforts to increase the effectiveness and efficiency of our production facilities.
Effectively position our Oil & Gas Proppants facilities and utilize our logistics capabilities and supply chain network to meet our customers’ needs.Our mix of Northern White, regional, and local in-basin mines are positioned to provide a full range of frac sand products to our customers. We continue to strategically position our supply chain in order to deliver sand according to our customers’ needs, whether at a plant, a transload or the wellhead. As market conditions have changed, we simplified transload operations to focus on the most value-adding and strategic locations. We believe that our supply chain network and logistics capabilities are a competitive advantage that enables us to provide superior service for our customers.
Our acquisition of SandBox extends our delivery capability directly to our customers' wellhead locations, which increases efficiency and provides a lower cost logistics solution for our customers. SandBox has operations in the major United States oil and gas wellsproducing regions, including the Permian Basin, Eagle Ford Shale, Mid-Con, Rocky Mountains and the Marcellus/Utica Shale, where its largest customers are located.
We manage our transload network through partnerships rather than owned transloads because we believe this approach enables us to receive high quality service from our specialized transloading partners without the significant capital investment related to owning the assets. As of December 31, 2019, we have storage capacity at 40 transloads located near all of the major shale basins in an economicalthe United States.
Evaluate expansion opportunities and efficient manner.other acquisitions.We expect to continue leveraging our reputation, processing capabilities and infrastructure to increase production, as well as explore other opportunities to expand our reserve base and sell new products.
We have completed several Greenfield projects that became operational in 2018. We expect our Crane County, Texas, facility to eventually produce approximately 4 million tons of annual frac sand capacity. We expect our Lamesa, Texas, facility to eventually produce approximately 6 million tons of annual frac sand capacity.
We continue to pursue acquisitions of value-adding products in our Industrial & Specialty Products segment and assets that are complementary to our current offering for our Oil & Gas Proppants segment. We prioritize acquisitions that provide opportunities to realize synergies, including entering new geographic markets, acquiring attractive customer contracts and improving operations. See the descriptions of other recent and notable acquisitions under “Business Overview-Acquisitions” above. See the risk factors disclosed in Item 1A of Part I of this Annual Report on Form 10-K for a description of certain risks related to our acquisition activities.
Maintain financial strength and flexibility. We intend to maintain financial strength and flexibility to enable us to better manage through industry downturns and pursue acquisitions and new growth opportunities as they arise. In early 2016,connection with the EPM acquisition, on May 1, 2018, we introduced anotherentered into a Third Amended and Restated Credit Agreement (the "Credit Agreement") with BNP Paribas, as administrative agent, and the lenders named therein. The Credit Agreement increased our then existing senior debt by establishing a new resin$1.380 billion senior secured credit facility, consisting of a $1.280 billion term loan (the “Term Loan”) and a $100 million revolving credit facility (the “Revolver”) (collectively the "Credit Facility") that may also be used for swingline loans or letters of credit, and we may elect to increase the term loan in accordance with the terms of the Credit Agreement. For more information on the Credit Agreement see Note K - Debt to our Consolidated Financial Statements in Part II, Item 8 of this Annual Report on Form 10-K. As of December 31, 2019, we had $185.7 million of cash on hand and $93.5 million of availability under the Revolver with the consent of our lenders.

coated product, InnoProp® PLT, which is a curable low-temperature product and can be used without an activator in oil and gas wells that have bottom-hole static temperatures down to 70°F.
Increase our presence and product offering in industrial and specialty products end markets. Our research and business development teams work in tandem with our customers to develop new products, which we expect will either increase our presence and market share in certain industrial and specialty products end markets or allow us to enter new markets. We manage a robust pipeline of new products in various stages of development. Some of these products have already come to market, resulting in a positive impact on our financial results. We continue to work toward offering more value-driven industrial and specialty products that will enhance the profitability of the business.
Optimize product mix and further develop value-added capabilities to maximize margins.We continue to actively manage our product mix at each of our plants to ensure we maximize our profit margins. This requires us to use our proprietary expertise in balancing key variables, such as mine geology, processing capacities, transportation availability, customer requirements and pricing. We expect to continue investing in ways to increase the value we provide to our customers by expanding our product offerings, improving our supply chain management, upgrading our information technology, and creating a world class customer service model.
Expand our supply chain network and leverage our logistics capabilities to meet our customers’ needs in each strategic oil and gas basin.We continue to expand our logistics network to ensure product is available to meet the in-basin needs of our customers. This approach allows us to provide strong customer service and puts us in a position to take advantage of opportunistic spot market sales. Our plant sites are strategically located to provide access to key Class I railroads, which enables us to cost effectively send product to each of the strategic basins in North America. We can ship product by truck, barge and rail with an ability to connect to short-line railroads as necessary to meet our customers’ evolving in-basin product needs. We believe that our supply chain network and logistics capabilities are a competitive advantage that enables us to provide superior service for our customers. We expect to continue to make strategic investments and develop partnerships with transload operators and transportation providers that will enhance our portfolio of supply chain services that we can provide to customers. As of December 31, 2016, we have storage capacity at 50 transloads located near all of the major shale basins in the United States. Our recent acquisition of Sandbox extends our delivery capability directly to our customers' wellhead locations, which increases efficiency and provides a lower cost logistics solution for our customers. Sandbox has operations in Midland/Odessa, Texas; Morgantown, West Virginia; western North Dakota; northeast of Denver, Colorado; Oklahoma City, OK; and Cambridge, Ohio, where its major customers are located.
Evaluate both Greenfield and Brownfield expansion opportunities and other acquisitions.We expect to continue leveraging our reputation, processing capabilities and infrastructure to increase production, as well as explore other opportunities to expand our reserve base. We may accomplish this by developing Greenfield projects, where we can capitalize on our technical knowledge of geology, mining and processing and our strong reputation within local communities. We are continuing to actively pursue acquisitions to grow by taking advantage of our asset footprint, our management’s experience with high-growth businesses, and our strong customer relationships. Our primary objective is to acquire assets with differing levels of frac sand qualities that are complementary to our Oil & Gas Proppants segment, with a focus on mining, processing and logistics to further enhance our market presence. We prioritize acquisitions that provide opportunities to realize synergies (and, in some cases, the acquisition may be immediately accretive assuming synergies), including entering new geographic and frac sand product markets, acquiring attractive customer contracts and improving operations. For instance, on August 16, 2016, we completed our acquisition of NBI, the ultimate parent company of, NBR Sand, LLC, a regional sand producer located near Tyler, Texas. Additionally, on August 22, 2016, we completed the acquisition of Sandbox, a provider of logistics solutions and technology for the transportation of proppant used in hydraulic fracturing in the oil and gas industry. We are in active discussions to acquire additional assets fitting this strategy, which, if completed, would be “significant” under Regulation S-X and could require additional sources of financing. There can be no assurance that we will reach a definitive agreement and complete any of these potential transactions. See the risk factors disclosed in Item 1A of Part I, including the risk factor entitled, “If we cannot successfully complete acquisitions or integrate acquired businesses, our growth may be limited and our financial condition may be adversely affected.”
Maintain financial strength and flexibility. We intend to maintain financial strength and flexibility to enable us to better manage through industry downturns and pursue acquisitions and new growth opportunities as they arise. In March 2016, we completed a public offering of 10,000,000 shares of our common stock for total cash net proceeds of $186.2 million. In November 2016, we executed another offering of 10,350,000 shares of common stock raising net cash proceeds of $467.0 million. As of December 31, 2016, we had $711.2 million of cash on hand and $46.0 million of availability under our revolving credit facility (the "Revolver").

Our Products and Services
In order to serve a broad range of end markets, we produce and sell a variety of commercial silica, products,diatomaceous earth, clay and perlite products. We also offer services including whole graintransportation, equipment rental and ground products, as well as other industrial mineral products that we believe complement our commercial silica products.contract labor.
Whole Grain Silica Products—We sell whole grain commercial silica products in a range of shapes, sizes and purity levels. We sell whole grain silica that has a round shape and high crush strength to be used as frac sand in connection with oil and natural gas recovery, and we have the capability to produce resin coated sand. During 2015, we announced the introduction of InnoProp® Python RCS, a new high-performance resin coated proppant designed to increase the production of oil and gas wells in an economical and efficient manner. In early 2016, we introduced another new resin coated product, InnoProp® PLT, which is a curable low-temperature product and can be used without an activator in oil and gas wells that have bottom-hole static temperatures down to 70°F.
recovery. We also sell whole grain silica products in a range of size distributions, grain shapes and chemical purity levels to our customers involved in the manufacturing of glass products, including a low-iron whole grain product sold to


manufacturers of architectural and solar glass applications. In addition, we sell several grades of whole grain round silica to the foundry industry and provide whole grain commercial silica to the building products industry. Sales of whole grain commercial silica products and coated proppants accounted for approximately 86%56%, 88%64%, and 87%72% of our total sales revenue for 2016, 20152019, 2018, and 2014,2017, respectively.
Ground Silica Products—Our ground commercial silica products are inherently inert, white and bright, with high purity. We market our ground silica in sizes ranging from 40 to 250 microns for use in plastics, rubber, polishes, cleansers, paints, glazes, textile fiberglass and precision castings. We also produce and market fine ground silica in sizes ranging from 5 to 40 microns for use in premium paints, specialty coatings, sealants, silicone rubber and epoxies. We believe we are currentlyOur milling technology allows us to offer some of the only commercialsmallest particle size ground silica producerproducts in the United States that manufactures a 5-micron product.States. Sales of ground silica products accounted for approximately 12%6%, 9%6%, and 6% of our total sales for 2019, 2018, and 2017, respectively.
Performance Material Products—We sell engineered performance materials made from diatomaceous earth (DE), clay and perlite. DE is used in filtration for foods and beverages, pharmaceuticals and swimming pools. DE is also used as a functional additive for paint and coatings, plastics and rubber, and agriculture. Perlite (hydrated volcanic glass) is used mainly for filtration. Calcium bentonite clay from Mississippi is used for bleaching, catalysis and adsorption in edible oil processing, aromatics purification, and industrial and chemical applications. Sales of our performance material products accounted for approximately 14% and 8% of our total sales revenue for 2016, 20152019 and 20142018, respectively. We had no sales of performance materials in 2017.
Industrial Mineral Products—We also produce and sell certain other industrial mineral products, such as aplite, magnesium silicate and magnesium silicate.aggregates made with DE and clay. Aplite is a mineral used to produce container glass and insulation fiberglass and is a source of alumina that has a low melting point and a low tendency to form defects in glass. We also produce and sellMagnesium silicate is a highly selective adsorbent made from a mixture of silica and magnesium, used extensively in preparative and analytical chromatography. DE and clay aggregates are mainly used as an absorbent for automotive, industrial and sports turf applications. Sales of our other industrial mineral products accounted for approximately 2%3%, 3%, and 5%3% of our total sales revenue for 2016, 20152019, 2018, and 2014,2017, respectively.
Services—We offer services through the provision of transportation, equipment rental and contract labor services, primarily through SandBox, to companies in the oil and gas industry. Sales of our services accounted for approximately 21%, 19%, and 19% of our total sales for 2019, 2018, and 2017, respectively.
Our Industry
The commercial silica industry consists of businesses that are involved in the mining, processing and distribution of commercial silica. Commercial silica, also referred to as “silica,” “industrial sand and gravel,” “sand,” “silica sand” and “quartz sand,” is a term applied to sands and gravels containing a high percentage of silica (silicon dioxide, SiO2) in the form of quartz. Commercial silica deposits occur throughout the United States, but mines and processing facilities are typically located near end markets and in areas with access to transportation infrastructure. Other factors affecting the feasibility of commercial silica production include deposit composition, product quality specifications, land-use and environmental regulation, including permitting requirements, access to electricity, natural gas and water and a producer’s expertise and know-how. New entrants face serious hurdles to establish their operations, including:
the difficulty of finding silica reserves suitable for use as frac sand, which, according to the API, must meet stringent technical specifications, including among others, sphericity, grain size, crush resistance, acid solubility, purity and turbidity;
the difficulty of securing contiguous reserves of silica large enough to justify the capital investment required to develop a mine processingand build a plant, product storage and rail track;
a lack of industry-specific geological, exploration, development and mining knowledge and experience, needed to enable the identification, acquisition and development of high-quality reserves;
the difficulty of identifying reserves with the above characteristics that either are located in close proximity to oil and natural gas reservoirs or have the rail access needed for low-cost transportation to major shale basins;
the difficulty of securing mining, production, water, air, refuse and other federal, state and localobtaining operating permits, from the proper authorities, a process that can require up to three years; and
the difficulty of assembling a large, diverse portfolio of customers to optimize operations.

EPM's diatomaceous earth, perlite, montmorillonite clay and bentonite clay products are sold globally, where they are used in hundreds of applications for filtration, functional additives, absorbents and adsorbents. The largest industries for these products include food and beverage, wine, beer, paint and coatings, biofuel, pharmaceuticals, chemical, oil and gas, plastics and rubber, automotive and agriculture.
Extraction Processes
Commercial silica deposits are formed from a variety of sedimentary processes and have distinct characteristics that range from hard sandstone rock to loose, unconsolidated dune sands. While the specific extraction method utilized depends primarily on the deposit composition, most silica is mined using conventional open-pit bench extraction methods and begins after clearing the deposit of any overlaying soil and organic matter. The silica deposit composition and chemical purity also dictate the processing methods and equipment utilized. For example, broken rock from a sandstone deposit may require one, two or three stages of crushing to liberate the silica grains required for most markets. Unconsolidated deposits may require little or no crushing, as silica grains are not tightly cemented together.
We conduct only surface mining operations and do not operate any underground mines.mines, although we do lease underground reserves at our Festus, Missouri, operation, which are being mined underground by a contractor. Mining methods at our facilities include conventional hard rock mining, hydraulic mining, surface or open-pit mining of loosely consolidated


silica deposits and dredge mining. Hard rock mining involves drilling and blasting in order to break up sandstone into sizes suitable for transport to the processing facility by truck, slurry or conveyer.conveyor. Hydraulic mining involves spraying high-pressure water to break up loosely consolidated sandstone at the mine face. Surface or open-pit mining involves using earthmoving equipment, such as bucket loaders, to gather silica deposits for processing. Lastly, dredging involves gathering silica deposits from mining ponds and transporting them by slurry pipelines for processing. We may also use slurry pipelines in our hydraulic and open-pit mining efforts to expedite processing. Silica mining and processing typically has less of an environmental impact than the mining and processing of other minerals, in part because it uses fewer chemicals. Our processing plants are equipped to receive the mined sand, wash away impurities, eliminate oversized or undersized particles and remove moisture through a multi-stage drying process. Our 18 production facilities are located primarily in the eastern half of the United States, with operations in Alabama, Illinois, Louisiana, Michigan, Missouri, New Jersey, Oklahoma, Pennsylvania, South Carolina, Tennessee, Texas, Virginia, West Virginia and Wisconsin. Each of our facilities operates year-round, typically in shift schedules designed to optimize facility utilization in accordance with market demand. Our facilities receive regular preventative maintenance, and we make additional capital investments in our facilities as required to support customer volumes and internal performance goals. For more information related to our production facilities, see Item 2, “Properties”.2. Properties.
Freshwater diatomaceous earth (DE) deposits were formed from the compression of diatoms (single-celled algae skeletons) that are a unique species with superior characteristics for filtration and for use as functional additives.  The DE is usually layered with volcanic ash and tephra and overlaid with basalt.  We use conventional open-pit bench extraction methods that begin after clearing the overlaying soil, organic matter, basalt and volcanic tuff.  DE may require a crushing stage before processing to remove moisture through a multi-stage drying process.
Clay deposits may contain volcanic ash, calcareous concretions, sand, or silt that are removed during mining and processing. We use conventional open-pit bench extraction methods that begin after clearing the overlaying soil, organic matter, sand and silt.
We believe we have a broad and high qualityhigh-quality mineral reserves base due to our strategically located mines and facilities. At December 31, 2016,2019, we estimate that we had approximately 467586 million tons of proven and probable recoverable mineral reserves. The quantity and nature of the mineral reserves at each of our properties are estimated by our mining engineers. Our mining engineers update our reserve estimates annually, making necessary adjustments for operationsreserve usage at each location during the year and additions or reductions due to property acquisitions and dispositions, quality adjustments and mine plan updates. Before acquiring new reserves, we perform surveying, drill cuttings and drill core analysis and other tests to confirm the quantity and quality of the to-be acquired reserves. In some instances, we acquire the mineral rights to reserves without actually taking ownership of the properties. For more information related to our production facilities, deposits and reserves, see Item 2, “Properties”.
Production Processes
After extracting thesilica ore, the silica is washed with water to remove fine impurities such as clay and organic particles. In some deposits, these fine contaminants or impurities are tightly bonded to the surface of the silica grain and require attrition scrubbing to be removed. Other deposits require the use of flotation to collect and separate contaminants from the silica. When these contaminants are weakly magnetic, special high intensity magnets may be utilized in the process to improve the purity of the final commercial silica product. After the silica has been washed, most output is dried prior to sale.
The next step in the production process involves the classification of commercial silica products according to their chemical purity, particle shape and particle size distribution. Generally, commercial silica is produced and sold in either whole grain form or ground form. Whole grain silica generally ranges from 12 to 140 mesh. Mesh refers to the number of openings per linear inch on a sizing screen. Whole grain silica products are sold in a range of shapes, sizes and purity levels to be used in a variety of industrial applications, such as oil and natural gas hydraulic fracturing proppants, glass, foundry, building products, filtration and recreation. Some whole grain silica is further processed to ground silica of much smaller particle sizes, ranging from 5 to 250 microns. A micron is one-millionth of a meter.
After extracting diatomaceous earth (DE) ore, the DE is crushed and fed into a continuous production process consisting of wet end drying and classification, calcination through a rotary kiln, and finished end sizing. Clay undergoes a multi-step process that could include crushing, calcining, drying, screening/sizing, acid activation, flash drying, classification, milling, and roller/compaction.


Quality Control
We maintain a standardquality standards in all of excellence through our mining and processing facilities, some of which include ISOInternational Organization for Standardization ("ISO") 9001-registered quality systems. We use automated process control systems that efficiently manage the majority of the mining and processing functions, and we monitor the quality and consistency of our products by conducting hourly tests throughout the production process to detect variances. All of our major facilities operate a testing laboratory to evaluate and ensure the quality of our products and services. We also provide customers with documentation verifying that all products shipped meet customer specifications. These quality assurance functions are designed to ensure that we deliver quality products to our customers and maintain customer trust and loyalty.
In addition, we have certain company-wide quality control mechanisms. We maintain a company-wide quality assurance database that facilitates easy access and analysis of product and process data from all plants. We also have fully staffed and equipped corporate laboratories that provide critical technical expertise, analytical testing resources and application development to promote product value and cost savings. The labs consist of different departments: a foundry lab, a paint and coatings lab, an analytical lab, a minerals-processing lab and an oil and gas lab. The foundry lab is fully equipped for analyzing foundry silica based on grain size distribution, acidity, acid demand value and turbidity, which is a measure of silica cleanliness. The paint and coatings lab provides formulation, application, and testing of paints, coatings and grouts for end use in fillers and extenders as well as building products. The analytical lab performs various analyses on products for quality control assessment. The minerals processing lab models plant production processes to test variations in deposits and improve our ability to meet customer requirements. The oil and gas lab performs testing and provides in-depth analysis of all types of hydraulic fracturing proppants to verify products meet specifications, such as API size and crush strength specifications. Additionally, this lab is responsible for
EPM's diatomaceous earth and perlite products are classified as “Generally Recognized as Safe (GRAS)" by the developmentUnited States Food and Drug Administration ("FDA") when they are used in food processing as filtration media. To best position ourselves with certain end-users, EPM filter aids and functional additives comply with the respective specifications of new resin coatedthe U.S. Food Chemical Codex (FCC). This regulatory body focuses on food safety by maintaining strict standards on diatomaceous earth and perlite products that come in contact with food and the technical oversight of our Rochelle, Illinois facility.beverage goods, and according to customer specifications.
Distribution
We ship our commercial silica products direct to our customers by truck, rail or barge and through our network of in-basin transloads. Recent trends in the oil and gas market and the expansion of our logistics footprint have resulted in more of our product volumes being transported by high-efficiency unit trains over the past two years. During 2016,2019, we shipped 235 unit333-unit trains to both our transload sites and our customers. Our recent acquisition of SandboxSandBox extends our delivery capability directly to our customers' wellhead locations. Sandbox provides “last mile” logistics to companies in the oil and gas industry,locations, which increases efficiency and provides a lower cost logistics solution for certain of our customers. SandboxSandBox has operations in Midland/Odessa, Texas; Morgantown, West Virginia; western North Dakota; northeast of Denver, Colorado; Oklahoma City, OK;the major United States oil and Cambridge, Ohio,gas producing regions, including the Permian Basin, Eagle Ford Shale, Mid-Con, Rocky Mountains and the Marcellus/Utica Shale, where its majorlargest customers are located.
For bulk commercial silica, transportation cost represents a significant portion of the overall product cost. Generally, we utilize trucks for shipments of 200 miles or less from our plant sites and to distribute our bagged products. Given the weight-to-value ratio of most of our products, the majority of our shipments outside this 200-mile radius are by rail.rail or barge. As a result, facility location is one of the most important considerations for producers and customers. Generally, our plant sites are strategically located to provide access to all Class I railroads rail and/or in strategic shale basins,barge, which enables us to cost effectively send product to pointseach of end usethe strategic basins in North America.
We are continuously lookingcontinually look to increaseoptimize our network to position product close to the numberpoint of available transload points to which we have access.end use. This approach is designed to allows us to provide strong customer service and putspositions us in a position to take advantage of opportunistic spot market sales. As of December 31, 2016,2019, we have 5040 transload facilities strategically located in or near all major shale basins in the United States. For more information related to our transload facilities, see Item 2, “Properties”.2. Properties.
Both weour customers and our customersus lease a significant number of railcars for shipping purposes, as well as to facilitate the short-term storage of our products, particularly our frac sand products. As of December 31, 2016,2019, we leased a fleet of 6,4146,979 railcars, of which 1,6822,271 railcars were in storage. We anticipate our rail car fleet utilization to continue to improve as cars' leases end, the frac sand market recovers and we increase rail operations from the Tyler, Texas facility.
In addition to bulk shipments, commercial silica products can be packaged and shipped in 5050- to 100 pound100-pound bags or bulk super sacks. Bag shipments are usually made to smaller customers with batch operations, warehouse distributor locations or for ocean container shipments made overseas. The products that are shipped in bags are often higher value products, such as ground and fine.
Diatomaceous earth, clay, and perlite facilities are located near major highways and export corridors to optimize the cost of operations and shipment. Products can be shipped via bulk truck, rail or packaged. Products can also be packaged and shipped in jugs, 25- to 50-pound bags or bulk super sacks. Packaged shipments can be made via common carriers for the North/South American markets and intermodal carriers to ports for shipment overseas. We utilize experienced in-house


international logistics operations using a broad base of steamship partners to enable efficient and cost-effective exports to approximately 100 countries.
Primary End Markets
The special properties of commercial silica-chemistry,silica such as chemistry, purity, grain size, color, inertness, hardness and resistance to high temperatures-maketemperatures make it critical to a variety of industries. Commercial silica is a key input in the well completion process, specifically, in the hydraulic fracturing techniques used in unconventional oil and natural gas wells. In the industrialIndustrial and

specialty products Specialty Products end markets, stringent quality requirements must be met when commercial silica is used as an ingredient to produce thousands of everyday products, including glass, building and foundry products and metal castings, as well as certain specialty applications such high-performance glass, specialty coatings, polymer additives and geothermal energy systems. Due to the unique properties of commercial silica, we believe it is an economically irreplaceable raw material in a wide range of industrial applications.
High quality diatomaceous earth (DE) possesses superior characteristics for filtration and for functional additives. The
perlite (hydrated volcanic glass) is used for filtration, lightweight construction, horticulture and insulation. The calcium
bentonite clay from Mississippi and calcium montmorillonite clay from Tennessee are thermally processed to produce powder and granular products for bleaching clays, absorbents, catalysis, and adsorbents.
Our major end markets include:
Oil and Gas Proppants
Commercial silica is used as a proppant for oil and natural gas recovery in conventional and unconventional resource plays. Unconventional oil and natural gas production requires hydraulic fracturing and other well stimulation techniques to recover oil or natural gas that is trapped in the source rock and typically involves horizontal drilling. Frac sand is pumped down oil and natural gas wells at high pressures to prop open rock fissures in order to increase the flow rate of hydrocarbons from the wells. Proppants are also used in the "refracturing" process where older wells are restimulated using newer technologies and additional frac sand as a viable and lower-cost alternative to drilling new wells. The frac sand market experienced substantial growth from 2008 until 2014, driven by the growth in the use of hydraulic fracturing. However, since 2015, the frac sand market has been negatively impacted due to reduced oilOil and gas drillinghorizontal rig count in North America increased during 2017 and 2018, which led to more well completion activity, in North America. During 2016, leading indicators suggested a stabilization or even an increase in North American oil and gas drilling and completion activity inbut the near future.rig count then decreased during 2019.
Glass
Commercial silica is a critical input into and accounts for 55% to 75% of the raw materials in glass production. The glassmaking markets served by commercial silica producers include containers, flat glass, specialty glass and fiberglass. Demand typically varies within each of these end markets.
The container glass, flat glass and fiberglass end markets are generally mature end markets. Demand for container glass has historically grown in line with population growth, and we expect similar growth in the future. Flat glass and fiberglass tend to be correlated with construction and automotive production activity, both of which have been improving during the past few years.activity. To the extent construction and domestic automotive production activity continues its growthgrow in the coming years, we expect that demand in these end markets will continue to increase. Specific markets such as those for solar glass have been negatively impacted by generally weak demand. Some of the anticipated growth in the glass markets may be offset through the use of recycled glass.
Building Products
Commercial silica is used in the manufacturing of building products for commercial and residential construction. Whole grain commercial silica products are used in flooring compounds, mortars and grouts, specialty cements, stucco and roofing shingles. Ground commercial silica products are used by building products manufacturers in the manufacturing of certain fiberglass products and additionally as functional extenders and to add durability and weathering properties to cementious compounds. In addition, geothermal wells, are an alternative energy source, that requiresrequire specialized ground silica products in their well casings for effectiveness. The market for commercial silica used to manufacture building products is driven primarily by the demand in the construction markets. The historical trend for this market has been one of growth, especially in demand for cementious compounds for new construction, renovation and repair. We have seen an increase in permits and housing starts since 2012, and those gains that continued during 2016.in 2019. To the extent the housing market growth continues in the coming years, we expect that demand in this end market will increase.
Foundry
Commercial silica products are used in the production of molds for metal castings and in metal casting products. In addition, commercial whole grain silica is sold to coaters of foundry silica, or coated internally, who then sell their product to foundries for cores and shell casting processes. The demand for foundry silica primarily depends on the rate of automobile and light truck production, construction and production of heavy equipment like rail cars.such as railcars. Over the past decade, there has been some movement of foundry supply chains to Mexico and other offshore production areas. We have experienced increases in


foundry demand since 2011. During 2016, this growth in2019, several of the foundry markets continued.continued to see growth. To the extent production levels continue to strengthen in the coming years, we expect that demand in this end market will increase.
Chemicals
Both whole grain and ground silica products are used in the manufacturing of silicon-based chemicals, such as sodium silicate, that are used in a variety of applications, including food processing, detergent products, paper textile, specialty foundry applications and as inputs for some precipitated silicas. This end market is driven by the development of new products by the chemicalschemical manufacturers, including specialty coatings and polymer additives as well as the growth of “green” tires. We expect this end market to grow asif and to the extent these manufacturers continue their product and applications development.

Fillers and Extenders
Commercial silica products are sold to producers of paints and coating products for use as fillers and extenders in architectural, industrial and traffic paints and are sold to producers of rubber and plastic for use in the production of epoxy molding compounds and silicone rubber. The commercial silica products used in this end market are most often ground silica, including finer ground classifications. The market for fillers and extenders is driven by demand in the construction and automotive production industries as well as by demand for materials in the housing remodeling industry. We have experienced increases in demand in these sectors since 2011. During 2016, the growth in these sectors has continued. To the extent these industries continue to recovergrow in the coming years, we expect demand to improve.increase.
Filtration
Diatomaceous earth and perlite filter aid products are used to filter and purify unwanted solids from a variety of liquids including wine, beer, juice, pharmaceuticals, biofuels, swimming pools and edible oil.
Absorbents
Diatomaceous earth and montmorillonite clay are used for absorbent products used for small floor spills, large scale industrial accidents, hazardous waste spills, pet litter and in the automotive industry.
Functional Additives
A broad portfolio of diatomaceous earth, perlite, cellulose and blends of specialty minerals and fibers are used around the world as functional additives in hundreds of applications including animal feed, catalysts, cosmetics, paper mills, plastic molders, and paint and coatings.
Agriculture / Insecticide
We offer a wide variety of natural agricultural products used by farmers and ranchers. Our natural diatomaceous earth and montmorillonite clay products are mined and specifically produced for agricultural use, including fertilizer carrier, soil amendment, animal feed additive, and a range of seed-coating products to provide strength and carry nutrients. We also offer insecticide diatomaceous earth products effective for use on crops, orchards, gardens, plants, and around the house, apartment buildings, hotels, farms, ranches, animal stalls, animal bedding, stored grains and insulation. These insecticides are effective treatments for the control of fleas and ticks, mites and other pests on pets, poultry and livestock.
Sportsfield
We offer high-performance super calcined clay solutions for sportsfields, such as a patent-pending premier infield conditioner, a drying agent and mound clay.
Bleaching Clays
 Our bleaching clay products are well known for oil bleaching, color removal and purification of any edible oil including canola, soybean, coconut, palm, fish and sunflower oils, and tallow. These clays can also be effectively used for metal removal from biodiesel obtained via renewable, eco-friendly technologies.
Adsorbents
Our adsorbent products are for the purification of hydrocarbon streams to industrial gases. The comprehensive product portfolio includes adsorbent technologies for applications in industries such as chemical, gas processing, petrochemical, dimerization, and refining.
Catalytic Solutions
We produce bentonite clays that are used effectively as catalysts. A catalyst is a material that increases a chemical reaction rate without sustaining any permanent change. Solid acid catalysts are environmentally-friendly products that eliminate the need for liquid acid. These products are used in the oil and gas and chemical industries.


Our Customers
We sell our products to a variety of end markets. Our customers in the oil and gas proppants end market include major oilfield services companies and exploration and production companies that are engaged in hydraulic fracturing. Sales to the oil and gas proppants end market comprised approximately 65%69%, 67%75%, and 76%82% of our total sales revenue in 2016, 20152019, 2018 and 2014,2017, respectively.
OurDuring most of our 120-year history, our primary markets have historically been core industrial end markets with customers engaged in the production of glass, building and construction products, fillers and extenders, glass, foundry products, chemicals, and fillerssports and extenders.recreation products. Our diverse customer base drives high recovery rates across our production. We also benefit from strong and long-standing relationships with our customers in each of the industrial and specialty products end markets we serve. Through our acquisition of EPM, we also serve a variety of industrial mineral markets including pool filtration, paints and plastics, absorbents and food and beverage. Sales to our industrialIndustrial and specialty productsSpecialty Products end markets comprised approximately 35%31%, 33%25%, and 24%18% of our total sales revenue in 2016, 20152019, 2018 and 2014,2017, respectively.
Sales to our largestone customer Halliburton Company, which is anin the Oil & Gas Proppants customer,Proppant end market accounted for 13%11% of our total revenues duringsales in 2019. Sales to one of our customers in the year ended December 31, 2016.Oil & Gas Proppant end market accounted for 15% of our total sales in 2018. Sales to two of our customers in the Oil & Gas Proppant end market accounted for 15% and 12% of our total sales in 2017. No other customercustomers accounted for 10% or more of our total revenues.sales in 2019, 2018 and 2017.
Competition
Both of our reportingreportable segments operate in highly competitive markets that are characterized by a small number of large, national producers and a larger number of small, regional or local producers. According to a January 2017February 2020 publication by the United States Geological Survey, (“USGS”), in 2016,2019, there were 254191 producers of commercial silica with a combined 347308 active operations in 35 states within the United States. Competition in the industry acrossfor both of our reportingreportable segments is based on price, consistency and quality of product, site location, distribution capability, customer service, reliability of supply, breadth of product offering and technical support. AsBecause transportation costs arecan be a significant portion of the total cost to customers of commercial silica, in many instances transportation costs can represent more than 50% of delivered cost, the commercial silica market is typically local, and competition from beyond the local area is limited. Notable exceptions to this are the frac sand and fillers and extenders markets, where certain product characteristics are not available in all deposits and not all plants have the requisite processing capabilities, necessitating that some products be shipped for extended distances. Because the markets for our products are typically local, we also compete with smaller, regional or local producers. For more information regarding competition, see “Risk Factors—Risks Related to Our Business—Our future performance will depend on our ability to succeed in competitive markets, and on our ability to appropriately react to potential fluctuations in demand for and supply of our products.”Item 1A. Risk Factors. 
Seasonality
Our business is affected to some extent by seasonal fluctuations in weather that impact our production levels and our customers' business needs. For example, during the second and third quarters we sell more commercial silica to our customers in the building products and recreation end markets due to increased construction activity resulting from more favorable weather. FirstIn the first and fourth quarters, we can experience lower sales, and sometimes production levels, largely from adverse weather hampering logistical capabilities and general decreased customer activity levels.
Intellectual Property
Other than operating licenses for our mining and processing facilities, there are no third-party patents, licenses or franchises material to our business. Our intellectual property primarily consists of trade secrets, know-how and trademarks, including our name US SILICA® and products with trademarked names such as OTTAWA WHITE®, MIN-U-SIL®, MYSTIC WHITEMystic White II®, Q-ROK®, SIL-CO-SIL®, PREMIUM HICKORY®White Armor®, US SILICA WHITE®EP Minerals®, InnoProp®Transcend®, and SANDBOX® among others. We own patents and have patent applications pending related to Sandbox,SandBox, our "last mile" logistics solution. AllMost of the issued patents have an expiration date after August 20, 2027 with a majority of issued patents expiring after December 21, 2031.dates ranging from 2028-2031. With respect to our other products, we principally rely on trade secrets, rather than patents, to protect our proprietary processes, methods, documentation and other technologies, as well as certain other business information. Although we do seek

patents from time to time, for example for our ultra-high reflectance cool roofing granules, patent protection for other industrial and specialty products requires a costly and uncertain federal registration process with an uncertain outcome that would place our confidential information in the public domain. As a result, we typically utilize trade secrets to protect the formulations and processes we use to manufacture our products and to safeguard our proprietary formulations and methods. We believe we can effectivelystrive to protect our trade secrets indefinitely through the use of confidentiality agreements and other security measures.measures, understanding that these efforts may prove to be ineffective. See Item 1A. Risk Factors for more information.
Condition of Physical Assets and Insurance
Our business is capital intensive and requires ongoing capital investment for the replacement, modernization and/or expansion of equipment and facilities. For more information, see Part II, Item 7, “Management’s7. Management’s Discussion and Analysis of Financial Condition and Results of Operations - Liquidity and Capital Resources.”Resources of this Annual Report on Form 10-K.


We maintain insurance policies against property loss and business interruption and insure against other risks that are typical in the operation of our business, in amounts that we believe to be reasonable. Such insurance, however, contains exclusions and limitations on coverage, particularly with respect to environmental liability and political risk. There can be no assurance that claims would be paid under such insurance policies in connection with a particular event. See Item 1A, “Risk Factors”.1A. Risk Factors for more information.
Commercial Team
Our commercial team consists of more than 63approximately 250 individuals responsible for all aspects of our sales process, including pricing, marketing, transportation and logistics, product development and general customer service. This necessitates a highly organized staff and extensive coordination between departments. For example, product development requires the collaboration of our market development team, sales team, our production facilities and our corporate laboratories. Our sales team interacts directly with our customers in determining their needs, our production facilities fulfill the orders and our corporate laboratories are responsible for ensuring that our products meet those needs.
Our commercial team can be divided into five units:
Sales—Our sales team is organized by both region and end market. We have an experienced group of dedicated sales team members for the oil and gas proppants and the industrial and specialty end markets. Our oil and gas proppants team is led out of our Houston office and is regionally positioned in the oil and gas markets across the U.S. This staff consists of experienced experts in the use of frac proppants in the oil and gas industry. Our industrial and specialty products sales team is strategically located near our major customers. As we make decisions to enter or expand our presence in certain end markets or regions, we will continue to add dedicated team members to support that growth.
Marketing—Our marketing team coordinates all of our new and existing customer outreach efforts as well as identify emerging market trends and new product opportunities. This includes producing exhibits for trade shows and exhibitions, manufacturing product overview materials, participating in regional industry meetings and other trade associations and managing our advertising efforts in trade journals.
Transportation and Logistics—Our transportation and logistics team manages domestic and international shipments by directing inbound and outbound rail, barge and truck traffic, supervising equipment maintenance, coordinating with rail carriers to ensure equipment availability, ensuring compliance with shipping regulations and strategically planning for future growth. With our Sandbox acquisition we can deliver frac sand directly to wellheads.
Technical—Our technical team is anchored by our Industrial & Specialty Products laboratory in Berkeley Springs, West Virginia and our oil and gas laboratory in Houston, Texas. At these facilities, we perform a variety of analyses including:
Sales—Our sales team is organized by both region and end market. We have an experienced group of dedicated sales team members for the oil and gas proppants and the industrial and specialty products end markets. Our oil and gas proppants team is led out of our Katy and Houston offices and is regionally positioned in the major oil and gas markets across the United States. This staff consists of experienced experts in the use of frac proppants in the oil and gas industry. Our industrial and specialty products sales team is strategically located across the county and overseas near our major customers. As we make decisions to enter or expand our presence in certain end markets or regions, we expect we will continue to add dedicated team members to support that growth.
Marketing—Our marketing team coordinates all of our new and existing customer outreach efforts and identifies emerging market trends and new product opportunities. This includes producing exhibits for trade shows and exhibitions, manufacturing product overview materials, participating in regional industry meetings and other trade associations and managing our advertising efforts in trade journals.
Transportation and Logistics—Our transportation and logistics team manages domestic and international shipments and wellhead deliveries of frac sand by directing inbound and outbound rail, barge, ocean vessel and truck traffic, supervising equipment maintenance, coordinating with freight carriers to ensure equipment availability, ensuring compliance with shipping regulations and strategically planning for future growth.
Technical—Our technical team is anchored by our industrial & specialty products laboratory in Berkeley Springs, West Virginia and our research and development laboratory in Reno, Nevada. At these facilities, we perform a variety of analyses including:
analytical chemistry by X-Ray Fluorescence (“XRF”) and Inductively Coupled Plasma (“ICP”) spectroscopy;
particle characterization by sieve, SediGraph, Brunauer, Emmett and Teller (“BET”) surface area and microscopy;
ore evaluation by mineral processing, flotation and magnetic separation;
API frac sand evaluation, including crush resistance; and
American Foundry Society (“AFS”) green sand evaluation by various foundry sand tests.
Many other product analyses are performed locally at our 1825 production facilities to support new product development, plant operations and customer quality requirements.
We also have a variety of other technical competencies including process engineering, equipment design, facility construction, maintenance excellence, environmental engineering, geology and mine planning and development. EffectiveWe believe effective integration of these capabilities has been a critical component of our business success

and has allowed us to establish and maintain an extensive, high-quality silica sandour reserve base, maximize the value of our reserves by producing and selling a wide range of high-quality products, optimize processing costs to provide strong value to customers and prioritize operating in a safe and environmentally sustainable manner.
Customer Service—Our customer service teamIn addition, our Reno, Nevada research and development laboratory is dedicated to creating an exceptional customer experiencefully equipped with state-of-the-art research instruments. R&D and making it easy to do business with our company. The organization aims to accomplish this by consistently exceeding our customers’ expectations, continually improving our performance, offering efficient and timely responses to customer needs, being available to our customers 24/7 and providing customers with personal points of contact on whom they can rely.technical experts provide the following capabilities for customers:
Expert geologists and engineers for desirable ore-body and processing evaluations;
Material analysis and formulation assistance by Ph.D. chemists; and


An array of testing capabilities.
Customer Service—Our customer service team is dedicated to creating an exceptional customer experience and making it easy to do business with our company. Our customer service team aims to accomplish this by consistently exceeding our customers’ expectations, continually improving our performance, offering efficient and timely responses to customer needs, being available to our customers 24/7 and providing customers with personal points of contact on whom they can rely.
Employees
As of December 31, 2016,2019, we employed a workforce of 1,404approximately 2,177 employees, the majority of whom are hourly wage plant workers living in the areas surrounding our mining facilities. The majorityApproximately 38% of our hourly employees are represented by labor unions that include the Teamsters Union; United Steel, Paper and Forestry, Rubber, Manufacturing, Energy, Allied Industrial and Service Workers International Union; Laborers International Union of North America; Glass, Molders, Pottery, Plastics and Allied Workers International Union; Cement, Lime, Gypsum and Allied Workers’ Division of International Brotherhood of Boilermakers, Iron Ship Builders, Blacksmiths, Forgers and Helpers; and International Union of Operating Engineers A.F.L. - C.I.O. We believe that we maintain good relations with our workers and their respective unions and have not experienced any material strikes or work stoppages since 1987.
Our employees average approximately 10 years of tenure with us, and we have an annual employee turnover rate of 12%, excluding the impact of reductions in workforce as part of the restructuring actions. We believe our stable workforce has directly contributed to improved process efficiencies and safety, which in turn help drive cost reductions. We believe our labor rates compare favorably to other mining and manufacturing facilities in the same geographic areas. We maintain workers’ compensation coverage in amounts required by law and have no material claims pending. We also offer all full-time employees a competitive package of employee benefits, which includes medical, dental, life and disability coverage.
Regulation and Legislation
Mining and Workplace Safety
Federal Regulation
The U.S. Mine Safety and Health Administration (“MSHA”) is the primary regulatory organization governing the commercial silica industry. Accordingly, MSHA regulates quarries, surface mines, underground mines and the industrial mineral processing facilities associated with quarries and mines. The mission of MSHA is to administer the provisions of the Federal Mine Safety and Health Act of 1977 (the "Mine Act") and to enforce compliance with mandatory safety and health standards. MSHA works closely with the Industrial Minerals Association, a trade association in which we have a significant leadership role, in pursuing this mission. As part of MSHA’s oversight, representatives perform at least two unannounced inspections annually for each above-ground facility. To date these inspections have not resulted in any citations for material violations of MSHA standards. For additional information regarding mining and workplace safety, including MSHA safety and health violations and assessments in 2016,2019, see Item 4, “Mine4. Mine Safety Disclosures”.Disclosures.
We also are subject to the requirements of the U.S. Occupational Safety and Health Act (“OSHA”) and comparable state statutes that regulate the protection of the health and safety of workers. In addition, the OSHA Hazard Communication Standard requires that information be maintained about hazardous materials used or produced in operations and that this information be provided to employees, state and local government authorities and the public. OSHA regulates the customers and users of commercial silica and provides detailed regulations requiring employers to protect employees from overexposure to silica bearing dust through the enforcement of permissible exposure limits and the OSHA Hazard Communication Standard.
Internal Controls
We adhere to a strict occupational health program aimed at controlling exposure to silica bearing dust, which includes dust sampling, a respiratory protection program, medical surveillance, training and other components. Our safety program is designed to ensure compliance with the standards of our Occupational Health and Safety Manual and MSHA regulations. For both health and safety issues, extensive training is provided to employees. We have safety committees at our plants made up of salaried and hourly employees. We perform annual internal health and safety audits and conduct annual crisis management drills to test our plants’ abilities to respond to various situations. Health and safety programs are administered by our corporate health and safety department with the assistance of plant Environmental, Health and Safety Coordinators.

Motor Carrier Regulation
Our trucking services are regulated by the U.S. Department of Transportation ("DOT"), the Federal Motor Carrier Safety Administration ("FMCSA") and by various state agencies. These regulatory authorities have broad powers, generally governing matters such as authority to engage in motor carrier operations, as well as motor carrier registration, driver hours of service, safety and fitness of transportation equipment and drivers, transportation of hazardous materials and periodic financial reporting. In addition, each driver is required to have a commercial driver’s license and may be subject to mandatory drug and alcohol testing. We may be audited periodically by these regulatory authorities to ensure that we are in compliance with various safety, hours-of-service, and other rules and regulations.

The transportation industry is subject to possible other regulatory and legislative changes (such as the possibility of more stringent environmental, climate change, security and/or occupational safety and health regulations, limits on vehicle weight and size and a mandate to implement electronic logging devices) that may affect the economics of our trucking services by requiring changes in operating practices or by changing the demand for motor carrier services or the cost of providing truckload or other transportation or logistics services.


Environmental Matters
We and the commercial silica industry in general are subject to extensive governmental regulationregulations on, among other things, matters such as permitting and licensing requirements, plant and wildlife protection, hazardous materials, air and water emissions and environmental contamination and reclamation. A variety of state, local and federal agencies enforce this regulation.these regulations.
Federal Regulation
At the federal level, we may be required to obtain permits under Section 404 of the Clean Water Act from the U.S. Army Corps of Engineers for the discharge of dredged or fill material into waters of the United States, including wetlands and streams, in connection with our operations. We also may be required to obtain permits under Section 402 of the Clean Water Act from the U.S. Environmental Protection Agency (“EPA”) (or the relevant state environmental agency in states where the permit program has been delegated to the state) for discharges of pollutants into waters of the United States, including discharges of wastewater or storm water runoff associated with construction activities. Failure to obtain these required permits or to comply with their terms could subject us to administrative, civil and criminal penalties as well as injunctive relief.
The federal Safe Drinking Water Act (the “SDWA”) regulates the underground injection of substances through the Underground Injection Control Program (the “UIC Program”). Hydraulic fracturing generally has been exempt from federal regulation under the UIC Program, and the hydraulic fracturing process has been typically regulated by state or local governmental authorities. The EPA, however, has taken the position that certain aspects of hydraulic fracturing with fluids containing diesel fuel may be subject to regulation under the UIC Program, specifically as “Class II” UIC wells. In February 2014, the EPA released an interpretive memorandum to clarify UIC Program requirements under the SDWA for underground injection of diesel fuels in hydraulic fracturing for oil and gas extraction and issued technical guidance containing recommendations for EPA permit writers to consider in implementing these UIC “Class II” requirements. Among other things, the memorandum and technical guidance clarified that any owner or operator who injects diesel fuels in hydraulic fracturing for oil or gas extraction must obtain a UIC “Class II” permit before injection.
The U.S. Clean Air Act and comparable state laws regulate emissions of various air pollutants through air emissions permitting programs and the imposition of other requirements. These regulatory programs may require us to install expensive emissions abatement equipment, modify our operational practices and obtain permits for our existing operations, and before commencing construction on a new or modified source of air emissions, such laws may require us to reduce emissions at existing facilities. As a result, we may be required to incur increased capital and operating costs because of these regulations. We could be subject to administrative, civil and criminal penalties as well as injunctive relief for noncompliance with air permits or other requirements of the U.S. Clean Air Act and comparable state laws and regulations.
As part of our operations, we utilize or store petroleum products and other substances such as diesel fuel, lubricating oils and hydraulic fluid. We are subject to applicable requirements regarding the storage, use, transportation and disposal of these substances, including the relevant Spill Prevention, Control and Countermeasure requirements that the EPA imposes on us. Spills or releases may occur in the course of our operations, and we could incur substantial costs and liabilities as a result of such spills or releases, including those relating to claims for damage or injury to property and persons.
Additionally, some of our operations are located on properties that historically have been used in ways that resulted in the release of contaminants, including hazardous substances, into the environment, and we could be held liable for the remediation of such historical contamination. The Comprehensive Environmental Response, Compensation and Liability Act (“CERCLA”), also known as the Superfund law, and comparable state laws impose joint and several liability, without regard to fault or legality of conduct, on classes of persons who are considered to be responsible for the release of hazardous substances into the environment. These persons include the owner or operator of the site where the release occurred and anyone who disposed or arranged for the disposal of a hazardous substance released at the site. Under CERCLA, such persons may be subject to liability for the costs of cleaning up the hazardous substances, for damages to natural resources, and for the costs of certain health studies. In addition, it is not uncommon for neighboring landowners and other third parties to file claims for personal injury and property damage allegedly caused by the hazardous substances released into the environment.
In addition, the Resource Conservation and Recovery Act (“RCRA”) and comparable state statutes regulate the generation, transportation, treatment, storage, disposal and cleanup of hazardous and non-hazardous wastes. Under the auspices of the EPA, the individual states administer some or all of the provisions of RCRA, sometimes in conjunction with their own,

more stringent requirements. In the course of our operations, we generate industrial solid wastes that may be regulated as hazardous wastes.
Our operations may also be subject to broad environmental review under the National Environmental Policy Act (“NEPA”). NEPA requires federal agencies to evaluate the environmental impact of all “major federal actions” significantly


affecting the quality of the human environment. The granting of a federal permit for a major development project, such as a mining operation, may be considered a “major federal action” that requires review under NEPA. Therefore, our projects may require review and evaluation under NEPA. As part of this evaluation, the federal agency considers a broad array of environmental impacts, including, among other things, impacts on air quality, water quality, wildlife (including threatened and endangered species), historical and archaeological resources, geology, socioeconomics and aesthetics. NEPA also requires the consideration of alternatives to the project. The NEPA review process, especially the preparation of a full environmental impact statement, can be time consuming and expensive. The purpose of the NEPA review process is to inform federal agencies’ decision-making on whether federal approval should be granted for a project and to provide the public with an opportunity to comment on the environmental impacts of a proposed project. While NEPA requires only that an environmental evaluation be conducted and does not mandate a result, a federal agency could decide to deny a permit, or impose certain conditions on its approval, based on its environmental review under NEPA, or a third party may challenge the adequacy of a NEPA review.
Federal agencies granting permits for our operations also must consider impacts to endangered and threatened species and their habitat under the Endangered Species Act. We also must comply with and are subject to liability under the Endangered Species Act, which prohibits and imposes stringent penalties for the harming of endangered or threatened species and their habitat. Federal agencies also must consider a project’s impacts on historic or archaeological resources under the National Historic Preservation Act, and we may be required to conduct archaeological surveys of project sites and to avoid or preserve historical areas or artifacts.
State and Local Regulation
Because our operations are located in numerous states, we are also subject to a variety of different state and local environmental review and permitting requirements. Some states in which our projects are located or are being developed have state laws similar to NEPA; thus, our development of new sites or the expansion of existing sites may be subject to comprehensive state environmental reviews even if they are not subject to NEPA. In some cases, the state environmental review may be more stringent than the federal review. Our operations may require state law based permits in addition to federal permits, requiring state agencies to consider a range of issues, many the same as federal agencies, including, among other things, a project’s impact on wildlife and their habitats, historic and archaeological sites, aesthetics, agricultural operations and scenic areas. Some states also have specific permitting and review processes for commercial silica mining operations, and states may impose different or additional monitoring or mitigation requirements than federal agencies. The development of new sites and our existing operations also are subject to a variety of local environmental and regulatory requirements, including land use, zoning, building and transportation requirements.
As demand for frac sand in the oil and natural gas industry has driven a significant increase in current and expected future production of commercial silica, some local communities have expressed concern regarding silica sand mining operations. These concerns have generally included exposure to ambient silica sand dust, truck traffic, water usage and blasting. In response, certain state and local communities have developed or are in the process of developing regulations or zoning restrictions intended to minimize dust from getting airborne, control the flow of truck traffic, significantly curtail the amount of practicable area for mining activities, provide compensation to local residents for potential impacts of mining activities and, in some cases, ban issuance of new permits for mining activities. To date, we have not experienced any material impact or disruption to our existing mining operations or planned capacity expansions as a result of these types of concerns.
We have a long history of positive engagement with the communities that surround our existing mining operations. We have an annual employee turnover rate of 12%, excluding the impact of reductions inbelieve our relatively stable workforce as part of the restructuring actions, and have had no significant strikes in more than 29 years, evidence of the strong relationship we have with our employees. We believe this strong relationship helpsemployees help foster good relations with the communities in which we operate. Although additional regulatory requirements could negatively impact our business, financial condition and results of operations, we believe our existing operations aremay be less likely to be negatively impacted by virtue of our good community relations.
Planned expansion of our mining and production capacity in new communities could be more significantly impacted by increased regulatory activity. Difficulty or delays in obtaining or inability to obtain new mining permits or increased costs of compliance with future state and local regulatory requirements could have a material negative impact on our ability to grow our business. In an effort to minimize these risks, we continue to be engaged with local communities in order to grow and maintain strong relationships with residents and regulators.

Costs of Compliance
We may incur significant costs and liabilities as a result of environmental, health and safety requirements applicable to our activities. Failure to comply with environmental laws and regulations may result in the assessment of administrative, civil and criminal penalties, imposition of investigatory, cleanup and site restoration costs and liens, the denial or revocation of permits or other authorizations and the issuance of injunctions to limit or cease operations. Compliance with these laws and regulations may also increase the cost of the development, construction and operation of our projects and may prevent or delay the commencement or continuance of a given project. In addition, claims for damages to persons or property may result from environmental and other impacts of our activities.
The process for performing environmental impact studies and reviews for federal, state and local permits for our operations involves a significant investment of time and monetary resources. We cannot control the permit approval process. We cannot predict whether all permits required for a given project will be granted or whether such permits will be the subject of significant opposition. The denial of a permit essential to a project or the imposition of conditions with which it is not practicable or feasible to comply could impair or prevent our ability to develop a project. Significant opposition and delay in


the environmental review and permitting process also could impair or delay our ability to develop a project. Additionally, the passage of more stringent environmental laws could impair our ability to develop new operations and have an adverse effect on our financial condition and results of operations.operations We do not expect any material capital expenditures due to current regulatory compliance obligations.
Availability of Reports; Website Access; Other Information
Our Internet address is http://www.ussilica.com. Through “Investors” — “SEC Filings”“Financial Information” on our home page, we make available free of charge our Annual Reportannual reports on Form 10-K, our quarterly reports on Form 10-Q, our proxy statements, our current reports on Form 8-K, SEC Forms 3, 4 and 5 and any amendments to those reports filed or furnished pursuant to Sections 13(a) or 15(d) of the Securities Exchange Act of 1934 as soon as reasonably practicable after we electronically file such material with, or furnish it to, the SEC. Our reports filed with the SEC are also made available to read and copy at the SEC’s Public Reference Room at 100 F Street, N.E., Washington, D.C. 20549. You may obtain information about the Public Reference Room by contacting the SEC at 1-800-SEC-0330. Reports filed with the SEC are also made available on its website at http://www.sec.gov.
Stockholders may also request a free copy of these documents from: U.S. Silica Holdings, Inc., attn.: Investor Relations, 24275 Katy Freeway, Suite 600, Katy, Texas 77494.
Information about our Executive Officers

Bryan A. Shinn, age 58, has served as our Chief Executive Officer and a member of the RegistrantBoard since January 2012. He also served as our President from March 2011 to January 2020. Prior to assuming this position, Mr. Shinn was our Senior Vice President of Sales and Marketing from October 2009 to February 2011. Before joining us, Mr. Shinn was employed by the E. I. du Pont de Nemours and Company from 1983 to September 2009, where he held a variety of key leadership roles in operations, sales, marketing and business management, including Global Business Director and Global Sales Director. Mr. Shinn earned a B.S. in Mechanical Engineering from the University of Delaware.


Donald A. Merril, age 55, has served as an Executive Vice President since July 2016 and as our Chief Financial Officer since January 2013. He had previously served as our Vice President of Finance from October 2012 until his appointment as Chief Financial Officer. Previously, Mr. Merril had served as Senior Vice President and Chief Financial Officer of Myers Industries Inc. from January 2006 through August 2012. Prior to serving at Myers Industries, Mr. Merril held the role of Vice President and Chief Financial Officer, Rubbermaid Home Products Division at Newell Rubbermaid Inc. from 2003 through 2005. Mr. Merril has a B.S. in Accounting from Miami University.

Bradford B. Casper, age 45, has served as our President since January 2020. He was previously an Executive Vice President from July 2016 to January 2020 and our Chief Commercial Officer from May 2015 to January 2020. He served as our Vice President of Strategic Planning from May 2011 until his promotion to Chief Commercial Officer in May 2015. Before joining us, Mr. Casper was at Bain & Company, Inc., where he held various positions from 2002 to May 2011 in the United States, Australia and Hong Kong, most recently serving as a Principal from July 2010 to May 2011. Mr. Casper earned a B.S. in Accounting from the University of Illinois at Urbana-Champaign and an M.B.A. from the Wharton School at the University of Pennsylvania.

Michael L. Winkler, age 55, has served as an Executive Vice President since July 2016 and as our Chief Operating Officer since December 2013. He served as a Vice President from June 2011 until July 2016 and as our Vice President of Operations from June 2011 until December 2013. Before joining us, Mr. Winkler was Vice President of Operations for Campbell Soup Company from August 2007 to June 2011 and held various positions with Mars Inc. from 1996 to August 2007, including Plant Manager-Columbus Plant and Director of Industrial Engineering. Mr. Winkler earned a B.S. in Industrial Engineering from the University of Wisconsin-Platteville and an M.B.A. from the University of North Texas.

John P. Blanchard, age 43,46, has served as our Senior Vice President and President, Industrial & Specialty Products since July 2016, having served as Vice President and General Manager, Industrial & Specialty Products from September 2011 until July 2016. Mr. Blanchard possesses over 20 years’ experience in a variety of industries, including nonwovens, composites, building materials and pharmaceuticals. Prior to joining us, Mr. Blanchard held various positions of increasing responsibility with Johns Manville from 2005 to September 2011, including Global Business Director from December 2010 to September 2011 and Global Business Manager from February 2008 to December 2010. Mr. Blanchard earned a B.S. in Chemical Engineering from Michigan Technological University and an M.B.A. from the University of Michigan.


Bradford B. CasperDaniel R. Miers, age 42, has served as an Executive Vice President since July 2016 and as our Chief Commercial Officer since May 2015. He served as our Vice President of Strategic Planning from May 2011 until his promotion to Chief Commercial Officer in May 2015. Before joining us, Mr. Casper was at Bain & Company, Inc., where he held various positions from 2002 to May 2011 in the United States, Australia and Hong Kong, most recently serving as a Principal from July 2010 to May 2011. Mr. Casper earned a B.S. in Accounting from the University of Illinois at Urbana-Champaign and an M.B.A. from the Wharton School at the University of Pennsylvania.

Christine C. Marshall, age 55,39, has served as our Senior Vice President and President, SandBox Logistics since June 2018. Previously, Mr. Miers was the Chief LegalOperating Officer and Corporate Secretary since July 2016. Ms. Marshall joined us as our General Counsel and Corporate Secretaryof Gulfstream Services International from October 2016 to June 2018. From 2009 to 2016 Mr. Miers worked at Key Energy Services in November 2012. Prior to joining us, Ms. Marshall served asvarious roles including Vice President, Gulf Coast and General CounselRocky Mountains and Vice President of the Security Technologies Sector of Ingersoll Rand Company from September 2010 to January 2012. From 2005 to 2010, Ms. Marshall held various positions of increasing responsibility with Tyco International, including General Counsel of Tyco Flow Control Americas from January 2008 to May 2010. Ms. Marshall earnedFluid Management. Mr. Miers began his career as a B.A. degree from Harvard University and a J.D. degree from Georgetown University School of Law.Petroleum Landman working for

Donald A. Merril,
Suncoast Land Services in 2002. Mr. Miers has a B.S. in Petroleum Land and Resource Management from the University of Louisiana at Lafayette.

Zach Carusona, age 52,33, has served as an Executive Vice President since July 2016 and as our Chief Financial Officer since January 2013. He had previously served as our Vice President of Finance from October 2012 until his appointment as Chief Financial Officer. Previously, Mr. Merril had served as Senior Vice President and Chief Financial Officer of Myers Industries Inc. from January 2006 through August 2012. Prior to serving at Myers Industries, Mr. Merril held the role

of Vice President, and Chief Financial Officer, Rubbermaid Home Products Division at Newell Rubbermaid Inc. from 2003 through 2005. Mr. Merril has a B.S. in Accounting from Miami University.

David D. Murry, age 55, hasSpecialty Minerals since December 2018. He served as a Senior Vice President since Julyfor Business Development of SandBox Logistics from August 2016 until December 2018, as the Director, Strategic Planning from June 2015 to August 2016, and as our Chief Human Resources Officer since October 2011. He served as our Vice President of Talent Management from October 2011 until July 2016. Prior to joining us, Mr. Murry was the Director of Human Resources and Talent Management for Arkema, a diversified chemicals company, from October 2005 to October 2011. He has held positions of increasing leadership with Armstrong, Dell, and Alcoa. Mr. Murry earned a B.S. in Mining Engineering from Texas A&M University and a Master’s of Science in Management from Antioch University.

Bryan A. Shinn, age 55, has served as our President since March 2011 and as our Chief Executive Officer and a member of the Board since January 2012. Prior to assuming this position, Mr. Shinn was our Senior Vice President of Sales and Marketing from October 2009 to February 2011. Before joining us, Mr. Shinn was employed by the E. I. du Pont de Nemours and Company from 1983 to September 2009, where he held a variety of key leadershipvarious roles in operations, sales, marketingour strategy group from 2011 through 2015. Mr. Carusona earned an MBA from the Kellogg School of Management at Northwestern University, and business management, including Global Business Director and Global Sales Director. Mr. Shinn earned a B.S. in Mechanical Engineering from the University of Delaware.Illinois, Urbana-Champaign.


Don WeinheimerJ. Derek Ussery, age 58, has served35, was appointed as aour Senior Vice President and President, Oil &and Gas since July 2016, havingin November 2019. Prior to his appointment, Mr. Ussery was the Chief Operating Officer of SandBox Logistics from January 2019 to November 2019. He previously served as our Vice President, and General Manager, Oil & GasNorth America ESG at Tetra Technologies, from July 2012 until July 2016. Before joining us, Mr. Weinheimer hadMay 2018 to December 2018. From April 2013 to May 2018, he served in various executive positionsroles of increasing responsibility with Key Energy Services, since October 2006 includingculminating in his position as Vice President for the Eastern Region. Mr. Ussery earned a B.B.A. from Texas A&M University.

D. Lynnette Crowder, age 40, was appointed U.S. Silica’s Senior Vice President, Strategy, Markets and Technology; Senior Vice President of Business Development, Technology and Strategic Planning; Senior Vice President of Product Development, Strategic Planning and Quality; and Senior Vice President, Production Services. Prior to joining Key Energy Services, Mr. Weinheimer held various positionsChief Human Resources Officer in November 2019. Ms. Crowder previously served in roles of increasing responsibility with HalliburtonWestRock Company, a global energy services company, since 1981 including as Vice President of Technology Globalization within its Energy Services Group from July 2006 to2015 until October 20062019, and as Vice Presidentwith MeadWestVaco Corporation from March 2010 until the company became part of Innovation and MarketingWestRock Company in its Production Optimization Division from July 2004 to June 2006. Mr. Weinheimer has over 34 years of industry experience, including international operational and business development experience in both the Middle East and Algeria. Mr. Weinheimer earned his B.S. in Agricultural Engineering from Texas A&M University.

Michael L. Winkler, age 52, has2015. Most recently she served as a Senior Vice President since July 2016 and as our Chief Operating Officer since December 2013. He served as a Vice President from June 2011 until July 2016 and as our Vice Presidentthe Division Leader of Operations from June 2011 until December 2013. Before joining us, Mr. Winkler was Vice President of OperationsHuman Resources for Campbell Soup Company from August 2007 to June 2011 and held various positions with Mars Inc. from 1996 to August 2007, including Plant Manager-Columbus Plant and Director of Industrial Engineering. Mr. WinklerWestrock Company. Ms. Crowder earned a B.S. in IndustrialMechanical Engineering from the University of Wisconsin-PlattevilleVirginia Tech and an M.B.A. from the University of North Texas.Virginia.

Stacy Russell, age 49, was appointed U.S. Silica’s Senior Vice President, General Counsel and Secretary in January 2020. Prior to her appointment, Ms. Russell was the General Counsel for our Oil and Gas Segment. She was previously Of Counsel at Boyar Millar from July 2018 to May 2019. From October 2010 to January 2018, she served as the Managing Counsel for the Litigation and HSE law groups at Halliburton Company. Ms. Russell earned B.A. in Government from the University of Texas and her J.D. from the University of Houston.


ITEM 1A.RISK FACTORS

Our operations and financial results are subject to various risks and uncertainties, including those described below and elsewhere in this Annual Report on Form 10-K. You should carefully consider the risk factors set forth below as well as the other information contained in this Annual Report on Form 10-K in connection with evaluating us. our business and our securities. The categorization of risks set forth below is meant to help you better understand the risks facing our business and is not intended to limit consideration of the possible effects of these risks to the listed categories, nor is it meant to imply that one category of risks is more material than another. Any adverse effects related to the risks discussed below may, and likely will, adversely affect many aspects of our business.

Additional risks and uncertainties not currently known to us or that we currently deem to be immaterial may also materially and adversely affect our stock price, business, results of operations or financial condition. Certain statements in “Risk Factors”these risk factors are forward-looking statements.
Risks Related to Market, Competition, & Sales

Our Business
The demand for commercial silica fluctuates, which could adversely affect our results of operations.
Demand in the end markets served by our customers is influenced by many factors, including the following:
demand for oil, natural gas and petroleum products;
fluctuations in energy, fuel, oil and natural gas prices and the availability of such fuels;
the use of alternative proppants, such as ceramic proppants, in the hydraulic fracturing process;
global and regional economic, political and military events and conditions;
changes in residential and commercial construction demands, driven in part by fluctuating interest rates and demographic shifts;
demand for automobiles and other vehicles;
the substitution of plastic or other materials for glass;

the use of recycled glass in glass production;
competition from offshore producers of glass products;
changes in demand for our products due to technological innovations, including the development and use of new processes for oil and gas production that do not require proppants;
changes in laws and regulations (or the interpretation thereof) related to thefrac sand mining and hydraulic fracturing industries, silica dust exposure or the environment;
prices, availability and other factors relating to our products; and
increases in costs of labor and labor strikes.
We cannot predict or control the factors that affect demand for our products. Negative developments in the above factors, among others, could cause the demand for commercial silica or other minerals to decline, which could adversely affect our business, financial condition, results oflogistics operations cash flows and prospects.
Our operations are subject to the cyclical nature of our customers’ businesses, and we may not be able to mitigate that risk.
The substantial majority of our customers are engaged in industries that have historically been cyclical, such as glassmaking, building products, foundry and oil and natural gas recovery. During periods of economic slowdown, our customers often reduce their production and also reduce capital expenditures and defer or cancel pending projects. Such developments occur even among customers that are not experiencing financial difficulties.
Demand in many of the end markets for commercial silica is driven by the construction and automotive industries. For example, the flat glass market depends on the automotive and commercial and residential construction and remodeling markets. The market for commercial silica used to manufacture building products is driven primarily by demand in the construction markets. The demand for foundry silica depends on the rate of automobile, light truck and heavy equipment production as well as construction. The demand for frac sand is driven by demand for oil and natural gas. When oil and natural gas prices decrease, as they did throughout 2015 and into 2016, exploration and production companies may reduce their exploration, development, production and well completion activities. The reduced level of such activities could result in a corresponding decline in the demand for frac sand and an oversupply of frac sand. In periods where sources of supply of frac sand exceed market demand, market prices for frac sand may decline and our results of operations and cash flows may decline or be volatile or otherwise adversely affected. In addition, given that silica transportation represents one of our customers’ largest costs, if, in response to economic pressures, our customers choose to move their production offshore, the increased logistics costs could reduce demand for our products. Continued weakness in the industries we serve has had, and may in the future have, an adverse effect on sales of our products and our results of operations. A continued or renewed economic downturn in one or more of the industries or geographic regions that we serve, or in the worldwide economy, could cause actual results of operations to differ materially from historical and expected results.
Our operations are subject to operating risks that are often beyond our control and could adversely affect production levels and costs, and such risks may not be covered by insurance.
Our mining, processing and production facilities are subject to risks normally encountered in the commercial silica industry. These risks include:
changes in the price and availability of transportation and transload network access;
changes in the price and availability of natural gas or electricity;
unusual or unexpected geological formations or pressures;
pit wall failures or rock falls;
unanticipated ground, grade or water conditions;
inclement or hazardous weather conditions, including flooding, and the physical impacts of climate change;
environmental hazards;

industrial accidents;
physical plant security breaches;
changes in laws and regulations (or the interpretation thereof) related to the mining and hydraulic fracturing industries, silica dust exposure or the environment;
nonperformance of contractual obligations;

inability to acquire or maintain necessary permits or mining or water rights;
restrictions on blasting operations;
inability to obtain necessary production equipment or replacement parts;
reduction in the amount of water available for silica production;
technical difficulties or key equipment failures;
labor disputes;
cybersecurity breaches;
late delivery of supplies;
fires, explosions or other accidents; and
facility shutdowns in response to environmental regulatory actions.
Any of these risks could result in damage to, or destruction of, our mining properties or production facilities, personal injury, environmental damage, delays in mining or processing, losses or possible legal liability. Any prolonged downtime or shutdowns at our mining properties or production facilities could have a material adverse effect on us.
Not all of these risks are reasonably insurable, and our insurance coverage contains limits, deductibles, exclusions and endorsements. Our insurance coverage may not be sufficient to meet our needs in the event of loss and any such loss may have a material adverse effect on us.
A significant portion of our sales is generated at four of our plants. Any adverse developments at any of those plants or in the end markets those plants serve could have a material adverse effect on our financial condition and results of operations.
A significant portion of our sales are generated at our plants located in Ottawa, Illinois; Mill Creek, Oklahoma; Utica, Illinois; and Sparta, Wisconsin. These plants represented a combined 51%, 62%, and 69% of our total revenue in 2016, 2015 and 2014, respectively. Any adverse development at these plants or in the end markets these plants serve, including adverse developments due to catastrophic events or weather, decreased demand for commercial silica products, a decrease in the availability of transportation services or adverse developments affecting our customers, could have a material adverse effect on our financial condition and results of operations.
Our business and financial performance depend on the level of activity in the oil and natural gas industries.industries, which experience substantial volatility.

Our operations that produce and transport frac sand are materially dependent on the levels of activity in natural gas and oil exploration, development and production. More specifically, the demand for the frac sand we produce is closely related to the number of natural gas and oil wells completed in geological formations where sand-based proppants are used in fracture treatments. These activity levels are affected by both short- and long-term trends in natural gas and oil prices. In recent years, natural gas and oil prices and, therefore, the level of exploration, development and production activity, have experienced significant fluctuations. volatility. 

When oil and natural gas prices decrease, as they did throughout 2015 and into 2016, as well as during the second half of each of 2018 and 2019, exploration and production companies may reduce their exploration, development, production and well completion activities. During such periods, demand for our products and services which supply oil and natural gas wells, including our transportation and logistics solutions, may decline, leading to a decline in the market price of frac sand due to an


oversupply of frac sand. When demand for frac sand increases, there may not be a corresponding increase in the prices for our products or our customers may not increase use of our products, which could have a material adverse effect on our business, financial condition, and results of operations.

Worldwide economic, political and military events, including war, terrorist activity, events in the Middle East and initiatives by the Organization of the Petroleum Exporting Countries (“OPEC”), have contributed, and are likely to continue to contribute, to oil and natural gas price volatility. Additionally, warmer than normal winters in North America and other weather patterns may adversely impact the short-term demand for natural gas and, therefore, demand for our products. Reduction in demand for natural gas to generate electricity could also adversely impact the demand for frac sand. A prolonged reduction in natural gas and oil prices would generally depress the level of natural gas and oil exploration, development, production and well completion activity and result in a corresponding decline in the demand for the frac sand we produce. Such a decline could result in us selling fewer tons of frac sand at lower prices or selling lower priced products, which would have a material adverse effect on our results of operations and financial condition. When demand for frac sand increases, there may not be a corresponding increase in the prices for our products or our customers may not switch back to higher priced products, which could have a material adverse effect on our results of operations and financial condition. In addition, any future decreasesdecrease in the rate at which oil and natural gas reserves are discovered or developed, whether due to increased governmental regulation, limitations on exploration and drilling activity, technological innovations that result in new processes for oil and gas production that do not require proppants, or other factors, could adversely affect the demand for our products, even in a stronger natural gas and oil price environment. The continued or future occurrence of any of these risks could have a material adverse effect on our business, financial condition, and results of operations.

Our industrial materials operations are subject to the cyclical nature of our customers’ businesses.

The majority of our industrial products customers are engaged in industries that have historically been cyclical, such as glassmaking, building products, foundry products, and paint. During periods of economic slowdown in one or more of the industries or geographic regions we serve or in the worldwide economy, our customers often reduce their production and capital expenditures by deferring or canceling pending projects, even if such customers are not experiencing financial difficulties. These developments can have an adverse effect on sales of our products and our results of operations.

Demand in many of the end markets for our industrial products is driven by cyclical industries, such as construction and automotive. For example, the flat glass market depends on the automotive and commercial and residential construction and remodeling markets; the market for commercial silica used to manufacture building products is driven primarily by demand in the construction markets; the market for foundry silica depends on the rate of automobile, light truck and heavy equipment production as well as construction; and the market for diatomaceous earth, perlite, clay and cellulose is driven by agricultural, food and beverage, chemical industries, filtration, catalyst and absorbent applications. When demand from one of these cyclical industries decreases, demand for the products we sell to customers in that industry may also decrease. When demand from one of these cyclical industries increases, however, there may not be a corresponding increase in the prices for our products or our customers may not increase the use of our products due to factors such as the use of recycled glass in glass production; substitution of our products for other materials; changes in residential and commercial construction demands, driven in part by fluctuating interest rates and demographic shifts; prices, availability and other factors relating to our products; competitors both locally and internationally; and other factors.

Continued weakness in the industries we serve has had, and may in the future have, an adverse effect on sales and our results of operations. A continued or renewed economic downturn in one or more of the industries or geographic regions that we serve, or in the worldwide economy, could cause actual results of operations to differ materially from historical and expected results.
Our sales, profitability and operations could be materially affected by weather conditions, seasonality and other factors.

Our sales and profitability from period to period are affected by a variety of factors, including weather conditions and seasonal periods. As a result, our results of operations may fluctuate on a quarterly basis and relative to corresponding periods in prior years. For example, we sell more of our products in the second and third quarters in the building products and recreation end markets due to the seasonal rise in construction driven by more favorable weather conditions. Conversely, we sell fewer of our products in the first and fourth quarters in these end markets due to reduced construction and recreational activity largely as a result of adverse weather conditions. These fluctuations in our operating results may render period-to-period comparisons less meaningful, and investors in our securities should not rely on the results of any one period as an indicator of performance in any other period.

In addition, severe seasonal or weather conditions may impact our operations by causing weather-related damage to our facilities and equipment or preventing us from delivering equipment, personnel or products to job sites, any of which could force us to delay or curtail services and potentially breach our contractual obligations or result in a stronger natural gasloss of productivity, an increase in operating costs or other losses that may not be covered by applicable insurance policies. Severe weather conditions may also interfere with our customers’ operations, which could reduce our customers’ demand for our products. If any of these risks were to occur, it could have a material adverse effect on our business, financial condition, and oil price environment.results of operations.


Moreover, changing weather patterns, due to climate-warming trends and other effects of climate change or other causes, may lead to the increased frequency, severity or unpredictability of extreme weather events, which could intensify these risks.

A significant portion of our sales is generated at five of our plants. Any adverse developments at any of those plants or in the end markets those plants serve could have a material adverse effect on our business, financial condition, and results of operations.
A significant portion of our sales are generated at our plants located in Ottawa, Illinois; Lamesa, Texas; Sparta, Wisconsin; Crane County, Texas; and Mill Creek, Oklahoma. These plants represented a combined 31% of our total sales in 2019. Any adverse development at these plants or in the end markets these plants serve, including adverse developments due to catastrophic events or weather, decreased demand for commercial silica products, or a decrease in the availability of transportation services or adverse developments affecting our customers, could have a material adverse effect on our business, financial condition, and results of operations.

We may be adversely affected by decreased demand for frac sand or the development of either effective alternative proppants or new processes to replace hydraulic fracturing.

Frac sand is a proppant used in the completion and re-completion of natural gas and oil wells through hydraulic fracturing. Frac sand is the most commonly used proppant and is less expensive than ceramic proppant, which is also used in

hydraulic fracturing to stimulate and maintain oil and natural gas production. A significant shift in demand from frac sand to other proppants, such as ceramic proppants, could have a material adverse effect on our financial condition and results of operations. Thethe development and use of other effective alternative proppants, or the development of new processes to replace hydraulic fracturing altogether, could also cause a decline in demand for the frac sand we produce and could have a material adverse effect on our financial condition and results of operations.
Federal, state and local legislative and regulatory initiatives relating to hydraulic fracturing and the potential for related regulatory action or litigation could result in increased costs and additional operating restrictions or delays for our customers, which could negatively impact our business, financial condition, and results of operations.
A significant portion of our business supplies frac sand to hydraulic fracturing operators in the oil and natural gas industry. Although we do not directly engage in hydraulic fracturing activities, our customers purchase our frac sand for use in their hydraulic fracturing operations. Increased regulation of hydraulic fracturing may adversely impact our business, financial condition and results of operations.
The federal Safe Drinking Water Act (the “SDWA”) regulates the underground injection of substances through the Underground Injection Control Program (the “UIC Program”). Hydraulic fracturing generally has been exempt from federal regulation under the UIC Program, and the hydraulic fracturing process has been typically regulated by state or local governmental authorities. The EPA, however, has taken the position that certain aspects of hydraulic fracturing with fluids containing diesel fuel may be subject to regulation under the UIC Program, specifically as “Class II” UIC wells. In February 2014, the EPA released an interpretive memorandum to clarify UIC Program requirements under the SDWA for underground injection of diesel fuels in hydraulic fracturing for oil and gas extraction and issued technical guidance containing recommendations for EPA permit writers to consider in implementing these UIC “Class II” requirements. Among other things, the memorandum and technical guidance clarified that any owner or operator who injects diesel fuels in hydraulic fracturing for oil or gas extraction must obtain a UIC “Class II” permit before injection. The EPA also issued final rules in 2012 that included the first federal air standards for natural gas and oil wells that are hydraulically fractured, along with other requirements for several other sources of pollution in the oil and gas industry that had not been regulated at the federal level. Building on the 2012 rules, the EPA announced in May 2016 additional regulations to reduce methane and smog-forming emissions from new, modified or reconstructed sources in the the oil and natural gas industry. In May 2016, the EPA also finalized rules regarding criteria for aggregating multiple small surface sites into a single source for air-quality permitting purposes applicable to the oil and natural gas industry. Since the methane and aggregation rules were published in the Federal Register after May 31, 2016, they are potentially subject to repeal by the new Congress. In addition, the EPA published in May 2014 an advance notice of proposed rulemaking regarding Toxic Substances Control Act reporting of the chemical substances and mixtures used in hydraulic fracturing. In June 2016, the EPA finalized effluent limit guidelines that waste water from shale resource extraction operations must meet before discharging to publicly owned wastewater treatment plants; these guidelines are potentially subject to repeal by the new Congress. In March 2015, the federal Bureau of Land Management published a final rule that establishes new or more stringent standards for hydraulic fracturing on federal and Indian lands, including public disclosure of chemicals used in hydraulic fracturing, confirmation that wells used in fracturing operations meet appropriate construction standards, and development of appropriate plans for managing flowback water that returns to the surface. However, the U.S. District Court of Wyoming struck down this rule in June 2016; the ruling is currently on appeal before the U.S. Tenth Circuit Court of Appeals. The federal Bureau of Land Management also issued final rules to reduce methane emissions from venting, flaring, and leaks during oil and gas operations on public lands in November 2016; these rules are potentially subject to repeal by the new Congress.
In addition, the EPA has commenced a study of the potential environmental impacts of hydraulic fracturing activities, a committee of the U.S. House of Representatives (the “House”) conducted an investigation of hydraulic fracturing practices and a subcommittee of the Secretary of Energy Advisory Board (the “SEAB”) of the U.S. Department of Energy was tasked with recommending steps to improve the safety and environmental performance of hydraulic fracturing. As part of these studies, the EPA, the House committee and the SEAB subcommittee requested that certain companies provide them with information concerning the chemicals used in the hydraulic fracturing process. These studies could potentially spur initiatives to further regulate hydraulic fracturing under the SDWA or otherwise. In December 2016, the EPA issued a final assessment of the potential environmental effects of hydraulic fracturing on drinking water and groundwater that found hydraulic fracturing may in some cases result in impacts to drinking water resources. Legislation has been introduced before the U.S. Congress to provide for federal regulation of hydraulic fracturing under the SDWA and to require disclosure of the chemicals used in the hydraulic fracturing process. If this or similar legislation becomes law, the legislation could establish an additional level of federal regulation that may lead to additional permitting requirements or other operating restrictions, making it more difficult to complete natural gas and oil wells in shale formations. This could increase our customers’ costs of compliance and doing business or otherwise adversely affect the hydraulic fracturing services they perform, which may negatively impact demand for our frac sand products.

In addition, various state, local and foreign governments have implemented, or are considering, increased regulatory oversight of hydraulic fracturing through additional permitting requirements, operational restrictions, disclosure requirements and temporary or permanent bans on hydraulic fracturing in certain areas such as environmentally sensitive watersheds. For example, Vermont and New York banned hydraulic fracturing in 2012 and 2015, respectively. A number of local municipalities across the United States have instituted measures resulting in temporary or permanent bans on or otherwise limiting or delaying hydraulic fracturing in their jurisdictions. Such moratoriums and bans could make it more difficult to conduct hydraulic fracturing operations and increase our customers’ cost of doing business, which could negatively impact demand for our frac sand products. A number of states have also enacted legislation or issued regulations which impose various disclosure requirements on hydraulic fracturing operators. The availability of information regarding the constituents of hydraulic fracturing fluids could make it easier for third parties opposing the hydraulic fracturing process to initiate individual or class action legal proceedings based on allegations that specific chemicals used in the hydraulic fracturing process could adversely affect groundwater and drinking water supplies or otherwise cause harm to human health or the environment. Moreover, disclosure to third parties or to the public, even if inadvertent, of our customers’ proprietary chemical formulas could diminish the value of those formulas and result in competitive harm to our customers, which could indirectly impact our business, financial condition and results of operations.
The adoption of new laws or regulations at the federal, state, local or foreign levels imposing reporting obligations on, or otherwise limiting or delaying, the hydraulic fracturing process could make it more difficult to complete natural gas and oil wells in shale formations, increase our customers’ costs of compliance and doing business and otherwise adversely affect the hydraulic fracturing services they perform, which could negatively impact demand for our frac sand products. In addition, heightened political, regulatory and public scrutiny of hydraulic fracturing practices could potentially expose us or our customers to increased legal and regulatory proceedings, and any such proceedings could be time-consuming, costly or result in substantial legal liability or significant reputational harm. Any such developments could have a material adverse effect on our business, financial condition and results of operations, whether directly or indirectly. For example, we could be directly affected by adverse litigation involving us, or indirectly affected if the cost of compliance limits the ability of our customers to operate in the geographic areas we serve.

Our operations are dependent on our rights and ability to mine our properties and on our having renewed or received the required permits and approvals from governmental authorities and other third parties.
We hold numerous governmental, environmental, mining and other permits, water rights and approvals authorizing operations at each of our facilities. A decision by a governmental agency or other third party to deny or delay issuing a new or renewed permit or approval, or to revoke or substantially modify an existing permit or approval, could have a material adverse effect on our ability to continue operations at the affected facility. Expansion of our existing operations is also predicated on securing the necessary environmental or other permits, water rights or approvals, which we may not receive in a timely manner or at all. In addition, our facilities are located near existing and proposed third-party industrial operations that could affect our ability to fully extract, or the manner in which we extract, the mineral deposits to which we have mining rights.
Title to, and the area of, mineral properties and water rights may also be disputed. Mineral properties sometimes contain claims or transfer histories that examiners cannot verify. A successful claim that we do not have title to one or more of our properties or lack appropriate water rights could cause us to lose any rights to explore, develop and extract any minerals on that property, without compensation for our prior expenditures relating to such property. Our business may suffer a material adverse effect in the event one or more of our properties are determined to have title deficiencies.
In some instances, we have received access rights or easements from third parties, which allow for a more efficient operation than would exist without the access or easement. A third party could take action to suspend the access or easement, and any such action could be materially adverse to our results of operations or financial condition.
We may not be able to successfully implement capacity expansion plans within our projected timetable, the actual costs of any capacity expansion may exceed our estimated costs and we may not be able to secure demand for the incremental production capacity. In addition, actual operating costs once we have completed the capacity expansion may be higher than anticipated.
We undertake projects from time to time to expand our production capacity.  The completion of these projects may be affected by market conditions and demand for our products.  In addition, under our current business plan, we expect to fund any expansion plans through a combination of cash on our balance sheet and cash generated from our operating and financing activities. If the assumptions on which we base our estimated capital expenditures change or are inaccurate, we may require additional funding. Such funding may not be available on terms acceptable to us, or at all. Moreover, actual operating costs once we have completed a capacity expansion may be higher than initially anticipated. We also may not secure off-take commitments for the incremental production from our capacity expansion plans, and we may not be able to secure adequate

demand for the incremental production. Furthermore, substantial investments in transportation infrastructure may be required to effectively execute the capacity expansion, and we may not be successful in expanding our logistical capabilities to accommodate the additional production capacity.
Any failure to successfully implement any capacity expansion plans due to an inability to obtain necessary permits, insufficient funding, delays, unanticipated costs, adverse market conditions or other factors, or failure to realize the anticipated benefits of our capacity expansion plans, including securing demand for the incremental production, could have a material adverse effect on our business, financial condition and results of operations.

Our future performance will depend on our ability to succeed in competitive markets, and on our ability to appropriately react to potential fluctuations in demand for and supply of our products.

We operate in a highly competitive market that is characterized by a small number of large, national producers and a larger number of small, regional or local producers. Competition in the industry is based on price, consistency and quality of product, site location, distribution capability, customer service, reliability of supply, breadth of product offering and technical support. AsBecause transportation costs are a significant portion of the total cost to customers of commercial silica-insilica (in many instances transportation costs can represent more than 50% of delivered cost-thecost), the commercial silica market is typically local, and competition from beyond the local area is limited. Notable exceptions to this are the frac sand and fillers and extenders markets, where certain product characteristics are not available in all deposits and not all plants have the requisite processing capabilities, necessitating that some products be shipped for extended distances.
We compete with national producers such as Fairmount Santrol Holdings Inc., Unimin Corporation, Hi-Crush Partners LP and Emerge Energy Services LP. Our competitors may have greater financial and other resources than we do, may develop technology superior to ours or may have production facilities that are located closer to key customers than ours.
Because the markets for our products are typically local, we also compete with smaller, regional or local producers in addition to the other national producers. For instance, prior to 2015, there had beenThere typically is an increasing number of small producers servicing the frac sand market due towhen there is increased demand for hydraulic fracturing services. If demand for hydraulic fracturing services decreases and the supply of frac sand available in the market increases, prices in the frac sand market could continue to materially decrease as less-efficient producers exit the market, selling frac sand at below market prices. Furthermore, our competitors may choose to consolidate, which could provide them with greater financial and other resources than us and negatively impact demand for our frac sand products. In addition, oil and natural gas exploration and production companies and other providers of hydraulic fracturing services couldmay acquire their own frac sand reserves, expand their existing frac sand production capacity or otherwise fulfill their own proppant requirements, and existing or new frac sand producers could add to or expand their frac sand production capacity, which would negatively impact demand for our frac sand products.

With regards to our international sales and operations, our performance is also subject to currency exchange fluctuations. In addition, our ability to sell and deliver our products to, and collect payment from, our international customers depends on fund transfer and trade restrictions and import/export duties, which are subject to increased uncertainty and volatility as a result of the trade policies of the current Administration regarding existing and proposed trade agreements, the ability to import and export goods, and fluctuating policies on tariffs on a number of goods that could impact our operations. These factors and uncertainties may cause our international customers to seek out producers who are not located in the United States to fulfill their commercial silica requirements or may otherwise make it more difficult for us to compete with international producers.

We may not be able to compete successfully against eitherany of our larger or smaller competitors, in the future, and competition could have a material adverse effect on our business, financial condition, and results of operations, cash flows and prospects.operations.



If our customers delay or fail to pay a significant amount of our outstanding receivables, it could have a material adverse effect on our business, liquidity consolidatedfinancial condition, and results of operations, and financial condition.operations.

We bill our customers for our products in arrears and are, therefore, subject to credit risks if our customers delayingdelay or failingfail to pay our invoices. In weak economic environments, we may experience increased delays or failures due to, among other reasons, a reduction in our customers’ cash flow from operations and theirability to access the credit markets. In addition, some of our customers may experience financial difficulties, including insolvency or bankruptcy proceedings, in which case we may not be able to collect sums owed to us by these customers and we may be required to refund pre-petition amounts paid to us during a specified period prior to the credit markets.bankruptcy filing. Furthermore, we may experience longer collection cycles with our international customers due to foreign fund transfer restrictions, and we may have difficulty enforcing agreements and collecting accounts receivable from our international customers through a foreign country’s legal system. If our customers delay or fail to pay us a significant amount of our outstanding receivables, it could have a material adverse effect on our business, liquidity consolidatedfinancial condition, and results of operations, and financial condition.operations.
Some of our customers may experience financial difficulties, including insolvency. If a customer cannot provide us with reasonable assurance of payment, we will fully reserve the outstanding accounts receivable balance for the customer and only recognize revenue when we collect payment for our products shipped, assuming all other criteria for revenue recognition have been met. Although we will continue to try to obtain payments from these customers, it is likely that one or more of these customers will not pay us for our products. With respect to customers that are in bankruptcy proceedings, we similarly may not be able to collect sums owed to us by these customers and we also may be required to refund pre-petition amounts paid to us during the preference period (typically 90 days) prior to the bankruptcy filing.
A large portion of our sales is generated by our top ten customers, and the loss of or a significant reduction in purchases by our largest customers could adversely affect our results of operations.
Our top ten largest customers made up 52%accounted for approximately 43%, 56%,48% and 57%58% of our total sales revenue during the years ended December 31, 2016, 2015,2019, 2018 and 2014,2017, respectively. As a result of December 31, 2016, we had seven long-term, competitively-bid take-or-pay supply contracts with six customers in the oil and gas proppants end market four of which were among our top ten overall customers. These agreements have initial terms expiring between 2017 and 2019. As of February 23, 2016, we maintained long-term take-

or-pay supply contracts with seven customers. While some of our largest customers have entered into supply contracts with us,conditions, competition or other factors, these customers may not continue to purchase the same levels of our commercial silica products in the future, due to a variety of reasons, contract requirements notwithstanding. For example, some of our topif at all. Substantial reductions in purchase volumes across these customers could go out of business or, alternatively, be acquired by other companies that purchase the same products and services provided by us from other third-party providers. Our customers could also seek to capture and develop their own sources of commercial silica. If any of our major customers substantially reduces or altogether ceases purchasing our commercial silica products, depending on market conditions, we could sufferhave a material adverse effect on our business, financial condition, results of operations, cash flows and prospects.
In addition, the long-term take-or-pay supply agreements we have may negatively impact our results of operations. Some

Operational Risks

Our operations are subject to risks and dangers inherent to mining, some of which are beyond our control, and some of which may not be covered by insurance.

Our mining, processing and production facilities are subject to risks normally encountered in the commercial silica and earth minerals industries, many of which are not in our control. In addition to the other risks described in these risk factors, these risks include:
unanticipated ground, grade or water conditions;
unusual or unexpected geological formations or pressures;
pit wall failures, underground roof falls or surface rock falls;
environmental hazards;
physical plant security breaches;
inability to acquire or maintain necessary permits or mining or water rights;
failure to maintain dust controls and meet restrictions on respirable crystalline silica dust;
restrictions on blasting operations;
failures in quality control systems or training programs;
technical difficulties or key equipment failures;
inability to obtain necessary mining or production equipment or replacement parts;
fires, explosions or industrial accidents or other accidents; and
facility shutdowns in response to environmental regulatory actions.

Any of these risks could result in damage to, or destruction of, our long-term agreementsmining properties or production facilities, personal injury, environmental damage, delays in mining or processing, losses or possible legal liability. Any prolonged downtime or shutdowns at our mining properties or production facilities could have a material adverse effect on our business, financial condition, and results of operations.

Not all of these risks are for salesreasonably insurable, and our insurance coverage contains limits, deductibles, exclusions and endorsements. Our insurance coverage may not be sufficient to meet our needs in the event of loss and any such loss may have a material adverse effect on our business, financial condition, and results of operations.


Diminished access to water may adversely affect our operations.

The mining and processing activities in which we engage at fixed pricesa number of our facilities require significant amounts of water, and some of our facilities are located in areas that are adjusted only for certainwater-constrained. We may not be able obtain water rights sufficient to service our current activities or to service any properties we may develop or acquire in the future. Moreover, the


amount of water we are entitled to use pursuant to our water rights must be determined by the appropriate regulatory authorities, and these authorities may amend the regulations affecting our water rights, increase the cost increases. As a result,of maintaining our water rights or reduce or eliminate our existing water rights, in periods with increasing prices,which case we may be unable to retain these rights. Furthermore, our salesexisting water rights could grow at a slower rate than industry spot prices.be disputed. Any such changes in laws, regulations or government policy and related interpretations pertaining to water rights or any successful claim that we lack appropriate water rights may alter our operating costs or the environment in which we do business, which may negatively affect our financial condition and results of operations.

Increasing costs, a lack of dependability or availability of transportation services, transload network access or infrastructure or an oversupply of transportation services could have a material adverse effect on our business.business, financial condition, and results of operations.

Because of the relatively low cost of producing commercial silica, transportation and related costs, including freight charges, fuel surcharges, transloading fees, switching fees, railcar lease costs, demurrage costs and storage fees, tend to be a significant component of the total delivered cost of sales. The high relative cost of transportation related expense tends to favor manufacturers located in close proximity to the customer. In addition, whenAs a result, if we expand our commercial silica production to new geographic markets, we could need increased transportation services and transload network access.access and would be subject to higher overall costs for these services. We contract with truck, rail and barge services to move commercial silica from our production facilities to transload sites and our customers, and increased costs under these contracts could adversely affect our results of operations. In addition, we bear the risk of non-delivery under our contracts. Labor disputes, derailments, adverse weather conditions or other environmental events, an increasingly tightshortages in the railcar leasing market andor changes to rail freight systems could interrupt or limit available transportation services. A significant increase in transportation service rates, a reduction in the dependability or availability of transportation or transload services, or relocation of our customers’ businesses to areas farther from our plants or transloads could impair our ability to deliver our products economically to our customers and to expand ourto new markets. Further, reduced demand for commercial silica has resultedsometimes results in railcar over-capacity, which has ledrequiring us to pay railcar storage fees while, at the same time, we have continuedcontinuing to incurmake lease costspayments for those railcars in storage, which couldcan have a material adverse effect on our business, financial condition, and results of operations, cash flows and prospects.operations.
Seasonal and severe weather conditions could have a material adverse impact on our business.

Our business could be materially adversely affected by weather conditions. Severe weather conditions may affect our customers’ operations thus reducing their need for our products. Weather conditions may impact our operations, resulting in weather-related damage to our facilities and equipment or an inability to deliver equipment, personnel and products to job sites in accordance with contract schedules. In addition, the EPA has stated that climate change may lead to the increased frequency and severity of extreme weather events. Any such interference with our operations could force us to delay or curtail services and potentially breach our contractual obligations or result in a loss of productivity and an increase in our operating costs.
Our production process consumesconsume large amounts of natural gas, electricity and electricity.diesel fuel. An increase in the price or a significant interruption in the supply of these or any other energy sources could have a material adverse effect on our business, financial condition, orand results of operations.
Energy costs, primarily natural gas and electricity, represented approximately 5%4%, 3% and 3% of our total sales in 2016.2019, 2018 and 2017, respectively. Natural gas is the primary fuel source used for drying in the commercial silica production processprocess. In addition, our operations are dependent on earthmoving equipment, railcars and as such, ourtractor trailers, and diesel fuel costs are a significant component of the operating expense of these vehicles. To the extent that we perform these services with equipment that we own, we are responsible for buying and supplying the diesel fuel needed to operate these vehicles, which currently represents less than 1% of total cost of sales. To the extent that these services are provided by independent contractors, we may be subject to fuel surcharges that attempt to recoup increased diesel fuel expenses. Our profitability is impacted by the price and availability of natural gas we purchase from third parties.these energy sources. The price and supply of diesel fuel and natural gas are unpredictable and can fluctuate significantly based on international political and economic circumstances, as well as other events outside our control, such as changes in supply and demand due to weather conditions, actions by OPEC and other oil and natural gas producers, regional production patterns and environmental concerns. In addition, potential climate change regulations or carbon or emissions taxes could result in higher production costs for energy, which may be passed on to us in whole or in part.part or could reduce supply. In the past, the price of natural gas has been extremely volatile, and we believe this volatility may continue. In order to manage this risk, we may hedge natural gas prices through the use of derivative financial instruments, such as forwards, swaps and futures. However, these measures carry riskdifferent risks (including nonperformance by counterparties) and do not in any event entirely eliminate the risk of decreased margins as a result of natural gasenergy price increases. A significant increase in the price of energy that is not recovered through an increase in the price of our products or covered through our hedging arrangements or an extended interruption in the supply of natural gas or electricity to our production facilitiesthe energy sources we use could have a material adverse effect on our business, financial condition, results of operations, cash flows and prospects.

Increases in the price of diesel fuel may adversely affect our results of operations.
Diesel fuel costs generally fluctuate with increasing and decreasing world crude oil prices, and accordingly are subject to political, economic and market factors that are outside of our control. Our operations are dependent on earthmoving equipment, railcars and tractor trailers, and diesel fuel costs are a significant component of the operating expense of these vehicles. We use earthmoving equipment in our mining operations, and we ship the vast majority of our products by either railcar or tractor trailer. To the extent that we perform these services with equipment that we own, we are responsible for buying and supplying the diesel fuel needed to operate these vehicles. To the extent that these services are provided by independent contractors, we may be subject to fuel surcharges that attempt to recoup increased diesel fuel expenses. To the extent we are unable to pass along increased diesel fuel costs to our customers, our results of operations could be adversely affected.
Diminished access to water may adversely affect our operations.
The mining and processing activities in which we engage at a number of our facilities require significant amounts of water, and some of our facilities are located in areas that are water-constrained. We have obtained water rights that we currently use to service the activities on our various properties, and we plan to obtain all required water rights to service other properties we may develop or acquire in the future. However, the amount of water that we are entitled to use pursuant to our water rights must be determined by the appropriate regulatory authorities in the jurisdictions in which we operate. Such regulatory authorities may amend the regulations regarding such water rights, increase the cost of maintaining such water rights or eliminate our current water rights, and we may be unable to retain all or a portion of such water rights. These new regulations, which could also affect local municipalities and other industrial operations, could have a material adverse effect on our operating costs and effectiveness if implemented. Such changes in laws, regulations or government policy and related interpretations pertaining to water rights may alter the environment in which we do business, which may negatively affect our financial condition and results of operations.
If we cannot successfully complete acquisitions or integrate acquired businesses, our growth may be limited and our financial condition may be adversely affected.
Our business strategy includes supplementing internal growth by pursuing acquisitions of complementary businesses. Any acquisition involves potential risks, including, among other things:
the validity of our assumptions about mineral reserves, future production, sales, capital expenditures, operating expenses and costs, including synergies;
an inability to successfully integrate the businesses we acquire;
the use of a significant portion of our available cash or borrowing capacity to finance acquisitions and the subsequent decrease in our liquidity;
a significant increase in our interest expense or financial leverage if we incur additional debt to finance acquisitions;
the assumption of unknown liabilities, losses or costs for which we are not indemnified or for which our indemnity is inadequate;
the diversion of management’s attention from other business concerns;
an inability to hire, train or retain qualified personnel both to manage and to operate our growing business and assets;
the incurrence of other significant charges, such as impairment of goodwill or other intangible assets, asset devaluation or restructuring charges;
unforeseen difficulties encountered in operating in new geographic areas;
customer or key employee losses at the acquired businesses; and
the accuracy of data obtained from production reports and engineering studies, geophysical and geological analyses and other information used when deciding to acquire a property, the results of which are often inconclusive and subject to various interpretations.
If we cannot successfully complete acquisitions or integrate acquired businesses, our growth may be limited and our financial condition may be adversely affected.

We will be required to make substantial capital expenditures to maintain, develop and increase our asset base. The inability to obtain needed capital or financing on satisfactory terms, or at all, could have an adverse effect on our growth and profitability.
Although we currently use a significant amount of our cash reserves and cash generated from our operations to fund the maintenance and development of our existing mineral reserves and our acquisitions of new mineral reserves, we may depend on the availability of credit to fund future capital expenditures. Our ability to obtain bank financing or to access the capital markets for future equity or debt offerings may be limited by our financial condition at the time of any such financing or offering, the covenants contained in our existing credit facilities or future debt agreements, adverse market conditions or other contingencies and uncertainties that are beyond our control. Our failure to obtain the funds necessary to maintain, develop and increase our asset base could adversely impact our growth and profitability.
Even if we are able to obtain financing or access the capital markets, incurring additional debt may significantly increase our interest expense and financial leverage, and our level of indebtedness could restrict our ability to fund future development and acquisition activities. In addition, the issuance of additional common stock in an equity offering may result in significant stockholder dilution.
Our substantial indebtedness and pension obligations could adversely affect our financial flexibility and our competitive position.
We have, and we will continue to have, a significant amount of indebtedness. As of December 31, 2016, we had $513.2 million of outstanding indebtedness. Under our senior secured credit facility, as of December 31, 2016, we had a $50.0 million line-of-credit, of which $4.0 million is being used for outstanding letters of credit, leaving $46.0 million of borrowing availability. Our substantial level of indebtedness increases the risk that we may be unable to generate cash sufficient to pay amounts due in respect of our indebtedness. We also have, and will continue to have, significant pension obligations. As of December 31, 2016,our unfunded pension obligations totaled $32.3 million. Our substantial indebtedness and pension obligations could have other important consequences to you and significant effects on our business. For example, they could:
increase our vulnerability to adverse changes in general economic, industry and competitive conditions;
require us to dedicate a substantial portion of our cash flow from operations to make payments on our indebtedness and pension obligations, thereby reducing the availability of our cash flow to fund working capital, capital expenditures and other general corporate purposes;
limit our flexibility in planning for, or reacting to, changes in our business and the industry in which we operate;
restrict us from exploiting business opportunities;
make it more difficult to satisfy our financial obligations, including payments on our indebtedness;
place us at a disadvantage compared to our competitors that have less debt and pension obligations; and
limit our ability to borrow additional funds for working capital, capital expenditures, acquisitions, debt service requirements, execution of our business strategy or other general corporate purposes.
Our senior secured credit facility contains certain restrictions and financial covenants that may restrict our business and financing activities
Our existing senior secured credit facility contains, and any future financing agreements that we may enter into will likely contain, operating and financial restrictions and covenants that may restrict our ability to finance future operations or capital needs or to engage in, expand or pursue our business activities.
Our ability to comply with these restrictions and covenants is uncertain and will be affected by the levels of cash flow from our operations and events or circumstances beyond our control. If market or other economic conditions deteriorate, our ability to comply with these covenants may be impaired. If we violate any of the restrictions, covenants, ratios or tests in our senior secured credit facility, a significant portion of our indebtedness may become immediately due and payable and our lenders’ commitment to make further loans to us may terminate. We might not have, or be able to obtain, sufficient funds to make these accelerated payments. In addition, our obligations under our senior secured credit facility are secured by substantially all of our assets, and if we are unable to repay our indebtedness under our senior secured credit facility, the lenders could seek to foreclose on our assets.
We may incur substantial debt in the future to enable us to maintain or increase our production levels and to otherwise pursue our business plan. This debt may impair our ability to operate our business.
Our business plan requires a significant amount of capital expenditures to maintain and grow our production levels. If commercial silica prices were to decline for an extended period of time, if the costs of our acquisition and development

operations were to increase substantially or if other events were to occur which reduced our sales or increased our costs, we may be required to borrow significant amounts in the future to enable us to finance the expenditures necessary to replace the reserves we produce. The cost of the borrowings and our obligations to repay the borrowings could have important consequences to us, including:
our ability to obtain additional financing, if necessary, for working capital, capital expenditures, acquisitions or other purposes may be impaired or such financing may not be available on favorable terms, or at all;
covenants contained in our existing and future credit and debt arrangements will require us to meet financial tests that may affect our flexibility in planning for, and reacting to, changes in our business, including possible acquisition opportunities;
we will need a substantial portion of our cash flow to make principal and interest payments on our indebtedness and to improve the funded status of our defined benefit pension plan, reducing the funds that would otherwise be available for operations and future business opportunities; and
our debt level will make us more vulnerable than our less leveraged competitors to competitive pressures or a downturn in our business or the economy generally.
Our ability to service our indebtedness will depend on, among other things, our future financial and operating performance, which will be affected by prevailing economic conditions and financial, business, regulatory and other factors, some of which are beyond our control. If our operating results are not sufficient to service our current or future indebtedness, we will be forced to take actions such as reducing or delaying business activities, acquisitions, investments and/or capital expenditures; selling assets; restructuring or refinancing our indebtedness; or seeking additional equity capital or bankruptcy protection. We may not be able to affect any of these remedies on satisfactory terms or at all.
Certain of our contracts contain provisions requiring us to deliver minimum amounts of frac sand or purchase minimum amounts of services.products that meet certain specifications. Noncompliance with these contractual obligations may result in penalties or termination of the agreement.agreements.
In certain instances, we commit to deliver products or purchase services, under penalty of nonperformance. These obligations can require that we deliver products or services that meet certain specifications that a customer may designate. Our inability to meet the minimumthese contract requirements may permit the counterparty to terminate the agreements, return products that fail to meet a customer’s


quality specifications, or require us to pay a fee. The amount of the fee would be based onequal to the difference between the minimum amount contracted for and the amount delivereddelivered. Further, we may not be able to sell some of our products developed for one customer to a different customer because the products may be customized to meet specific customer quality specifications, and even if we are able to sell these products to another customer, our margin on these products may be reduced. Moreover, any inability to deliver products or purchased.services that meet customer requirements could harm our relationships with these customers and our reputation generally. In such events, our business, financial condition and results of operations may be materially adversely affected.

Inaccuracies in our estimates of mineral reserves and resource deposits, or deficiencies in our title to those deposits, could result in lower than expected sales andour inability to mine the deposits or require us to pay higher than expected costs.

We base our mineral reserve and resource estimates on engineering, economic and geological data assembled and analyzed by our mining engineers, and geologists, which are reviewed periodically by outside firms. However, commercial silica reserve estimates are necessarily imprecise and depend to some extent on statistical inferences drawn from available drilling data, which may prove unreliable. There are numerous uncertainties inherent in estimating quantities and qualities of commercial silica reserves and non-reserve commercial silica deposits and costs to mine recoverable reserves, including many factorsof which are beyond our control. Estimates of economically recoverable commercial silica reserves necessarily depend on a number of factorscontrol and assumptions, allany of which may vary considerably fromcould cause actual results such as:to differ materially from our expectations. These uncertainties include:

geological and mining conditions and/or effects from prior mining that may not be fully identified by available data or that may differ from experience;
assumptions regarding the effectiveness of our mining, quality control and training programs;
assumptions concerning future prices of commercial silica products, operating costs, mining technology improvements, development costs and reclamation costs; and
assumptions concerning future effects of regulation, including the issuance of required permits and taxes by governmental agencies.

    In addition, title to, and the area of, mineral properties and water rights may also be disputed. Mineral properties sometimes contain claims or transfer histories that examiners cannot verify. A successful claim that we do not have title to one or more of our properties or lack appropriate water rights could cause us to lose any rights to explore, develop and extract any minerals on that property, without compensation for our prior expenditures relating to such property. Any inaccuracy in our estimates related to our mineral reserves and non-reserve mineral deposits, or our title to such deposits, could result in lower than expected sales andour inability to mine the deposits or require us to pay higher than expected costs.
A
Our business and operations could suffer in the event of cybersecurity breaches, information technology system failures, or network disruptions.

We rely on our information technology systems to process transactions, summarize our operating results and manage our business. Our information technology systems are subject to damage or interruption from power outages; computer and telecommunications failures; computer viruses; cyberattack or other security breaches; catastrophic events, such as fires, floods, earthquakes, tornadoes, hurricanes, acts of war or terrorism; and usage errors by our employees. If our information technology systems are damaged or cease to function properly, we may need to make a significant investment to fix or replace them, and we may suffer loss of critical data and interruptions or delays in our operations.

We have been the target of cyberattacks, and while to date none of these incidents has had a material impact on us, we expect to continue to be targeted in the future. Our risk and exposure to these matters remains heightened because of, among other things, the evolving nature of these threats, the current global economic and political environment, the outsourcing of some of our business operations, the ongoing shortage of skilled labor together with rising labor costsqualified cybersecurity professionals, and the interconnectivity and interdependence of third parties to our systems.

The systems we employ to detect and prevent cyberattacks may be insufficient to protect us from an incident or to allow us to minimize the magnitude and effects of such incident for a significant period of time. The occurrence of a cyberattack, breach, unauthorized access, misuse, computer virus or other cybersecurity event could jeopardize our systems or result in the unauthorized disclosure, gathering, monitoring, misuse, corruption, loss or destruction of confidential and other information that belongs to us, our customers, our counterparties, third-party service providers or borrowers that is processed and stored in, and transmitted through, our computer systems and networks. Any such event could result in significant losses, loss of customers and business opportunities, reputational damage, litigation, regulatory fines, penalties or intervention, reimbursement or other compensatory costs, or otherwise adversely affect our business, financial condition or results of operations.

Mine closures entail substantial costs, and if we close one or more of our mines sooner than anticipated, our results of operations may be adversely affected.



We base our assumptions regarding the life of our mines on detailed studies that we perform from time to time, but our studies and assumptions do not always prove to be accurate. If we close any of our mines sooner than expected, sales will decline unless we are able to increase production at any of our other mines, which may not be possible. The closure of an open pit mine may also involve significant fixed closure costs, including accelerated employment legacy costs, severance-related obligations, reclamation and other environmental costs and the costs of terminating long-term obligations, including energy contracts and equipment leases. We accrue for the costs of reclaiming open pits, stockpiles, tailings ponds, roads and other mining support areas over the estimated mining life of our properties. If we were to reduce the estimated life of any of our mines, the fixed mine closure costs could be applied to a shorter period of production, which would increase production costs per ton produced and could materially and adversely affect our results of operations and financial condition.

Applicable statutes and regulations require that mining property be reclaimed following a mine closure in accordance with specified standards and an approved reclamation plan. The plan addresses matters such as removal of facilities and equipment, re-grading, prevention of erosion and other forms of water pollution, re-vegetation and post-mining land use. Complying with these plans has had, and will continue to have, a significant effect on our business. Some environmental laws impose substantial penalties for noncompliance with a reclamation plan, and others, such as the Comprehensive Environmental Response, Compensation and Liability Act (“CERCLA”), impose strict, retroactive and joint and several liability for the remediation of releases of hazardous substances. We may be required to post a surety bond or other form of financial assurance equal to the anticipated cost of reclamation as set forth in the approved reclamation plan. The inability to acquire, maintain or renew such financial assurances could subject us to fines or the revocation of our operating permits. The establishment of the final mine closure reclamation liability is based on permit requirements and requires various estimates and assumptions, principally associated with reclamation costs and production levels. If our accruals for expected reclamation and other costs associated with mine closures for which we will be responsible were later determined to be insufficient, our business, results of operations and financial condition would be adversely affected.
Legal & Compliance Risks

We are subject to numerous environmental regulations that impose significant costs and liabilities, which could increase under potential future regulations or more stringent enforcement of existing regulations.

We are subject to a variety of federal, state and local environmental laws and regulations affecting the mining and mineral processing industry, including, among others, those relating to environmental permitting and licensing, plant and wildlife protection, wetlands protection, air and water emissions, greenhouse gas emissions, water pollution, waste management, remediation of soil and groundwater contamination, land use, reclamation and restoration of properties, hazardous materials and natural resources. These laws and regulations have had, and will continue to have, a significant effect on our business. Some environmental laws impose substantial penalties for noncompliance, and others, such as CERCLA, impose strict, retroactive and joint and several liability for the remediation of releases of hazardous substances.

The denial of a permit essential to our operations or the imposition of conditions with which it is not practicable or feasible to comply could have a material adverse effect on our business. Significant opposition to a permit by neighboring property owners, members of the public or other third parties or delay in the environmental review and permitting process also could impair or delay our operations.

Moreover, environmental requirements, and the interpretation and enforcement of these requirements, change frequently and have tended to become more stringent over time. Future environmental laws and regulations could restrict our ability to expand our facilities or extract our mineral deposits or could require us to acquire costly equipment or to incur other significant expenses in connection with our business. The costs associated with complying with such requirements, could have a material adverse effect on our business, financial condition, and results of operations.

For example, greenhouse gas emission regulation is becoming more rigorous, and concerns about climate change could cause this trend to continue or intensify. We expect to be required to report annual greenhouse gas emissions from our operations to the Environmental Protection Agency (“EPA”), and additional greenhouse gas emission -related requirements are in various stages of developmentat the international, federal, state, regional and local levels. The U.S. Congress has considered, and may furtheradopt in the future, various legislative proposals to address climate change, including a nationwide limit on greenhouse gas emissions. Any regulation of greenhouse gas emissions, including, for example, through a cap-and-trade system, technology mandate, emissions tax, reporting requirement, new permit requirement or other program, could curtail our operations, significantly increase our operating costs, impair demand for our products or otherwise adversely affect our business, financial condition, reputation, and performance.



Additionally, various state, local and foreign governments have implemented, or are considering, increased regulatory oversight of hydraulic fracturing through additional permitting requirements, operational restrictions, disclosure requirements and temporary or permanent bans on hydraulic fracturing. A significant portion of our business supplies frac sand to hydraulic fracturing operators in the oil and natural gas industry. Although we do not directly engage in hydraulic fracturing activities, our customers purchase our frac sand for use in their hydraulic fracturing operations. There is significant federal oversight of these operations by the EPA, Bureau of Land Management (“BLM”), and Department of Energy (“DOE”). A number of local municipalities across the United States have also instituted measures resulting in temporary or permanent bans on or otherwise limiting or delaying hydraulic fracturing in their jurisdictions. Additionally, a number of states have enacted legislation or issued regulations that impose various disclosure requirements on hydraulic fracturing operators. Such moratoriums, bans, disclosure obligations, and other regulatory actions could make it more difficult to conduct hydraulic fracturing operations and increase our customers’ cost of doing business, which could negatively impact demand for our frac sand products. In addition, heightened political, regulatory and public scrutiny of hydraulic fracturing practices could potentially expose us or our customers to increased legal and regulatory proceedings, and any such proceedings could be time-consuming, costly or result in substantial legal liability or significant reputational harm. Any such developments could have a material adverse effect on our business, financial condition and results of operations, whether directly or indirectly.

If we or our customers are not able to obtain and maintain necessary permits, our business and performance could suffer.

We hold numerous governmental, environmental, mining and other permits and approvals authorizing operations at each of our facilities. Our future success depends on, among other things, our ability, and the ability of our customers, to obtain and maintain the necessary permits and licenses required to conduct operations. In order to obtain permits and renewals of permits in the future, we may be required to prepare and present data to governmental authorities pertaining to the impact that any proposed exploration or production activities may have on the environment. Compliance with these regulatory requirements is expensive and significantly lengthens the time needed to conduct operations. Additionally, obtaining or renewing required permits is sometimes delayed, conditioned or prevented due to community opposition, opposition from other parties, the location of existing or proposed third-party operations, or other factors beyond our control. The denial of a new or renewed permit essential to our operations, delays in obtaining such a permit or the imposition of conditions in order to acquire the permit could impair our ability to continue operations at the affected facilities, delay those operations, or involve significant unplanned costs, any of which could adversely affect our business, performance and financial condition.

We are subject to regulations that impose stringent health and safety standards on numerous aspects of our operations.

Multiple aspects of our operations are subject to health and safety standards, including our mining operations, our trucking operations, and employee exposure to crystalline silica.

Our mining operations are subject to the Mine Safety and Health Act of 1977 (“Mine Act”), as amended by the Mine Improvement and New Emergency Response Act of 2006, which imposes stringent health and safety standards on numerous aspects of mineral extraction and processing operations, including the training of personnel, operating procedures, operating equipment and other matters. Our operating locations are regularly inspected by the Mine Safety & Health Administration (“MSHA”) for compliance with the Mine Act.

The Department of Transportation (“DOT”) and various state agencies exercise broad powers over our trucking services, generally governing matters including authorization to engage in motor carrier service, equipment operation, safety, and financial reporting. In addition, our operations must comply with the Fair Labor Standard Act, which governs such matters as wages and overtime, and which is administered by the Department of Labor (“DOL”). We may be audited periodically by the DOT or the DOL to ensure that we are in compliance with these safety, hours-of-service, wage and other rules and regulations.

We are also subject to laws and regulations relating to human exposure to crystalline silica. Several federal and state regulatory authorities, including MSHA and OSHA, may continue to propose changes to their regulations regarding workplace exposure to crystalline silica, such as permissible exposure limits, required controls and personal protective equipment.
Our failure to comply with existing or new health and safety standards, or changes in such standards or the interpretation or enforcement thereof, could require us or our customers to modify operations or equipment, shut down some or all operating locations, impose significant restrictions on our ability to conduct operations or otherwise have a material adverse effect on our business, financial condition, and results of operations.
Efficient mining using modern techniques and equipment requires skilled laborers, preferably with several years of experience and proficiency in multiple mining tasks, including processing of mined minerals. If the shortage of experienced

labor continues
Silica-related health issues and litigation could have a material adverse effect on our business, reputation and results of operations.

The inhalation of respirable crystalline silica is associated with the lung disease silicosis. There is evidence of an association between crystalline silica exposure or worsenssilicosis and lung cancer and possible association with other diseases, including immune system disorders such as scleroderma. These health risks have been, and may continue to be, a significant issue confronting the commercial silica industry. Concerns over silicosis and other potential adverse health effects, as well as concerns regarding potential liability from the use of silica, may have the effect of discouraging our customers’ use of our silica products. The actual or perceived health risks of mining, processing and handling silica could materially and adversely affect silica producers, including us, through reduced use of silica products, the threat of product liability or employee lawsuits, increased scrutiny by federal, state and local regulatory authorities of us and our customers or reduced financing sources available to the commercial silica industry.

Since at least 1975, we and/or our predecessors have been named as a defendant, usually among many defendants, in numerous product liability lawsuits brought by or on behalf of current or former employees of our customers alleging damages caused by silica exposure. Almost all of the claims pending against us arise out of the alleged use of our silica products in foundries or as an abrasive blast media, involve various other defendants and have been filed in the States of Texas, Louisiana and Mississippi, although some cases have been brought in many other jurisdictions over the years. For further information about material pending proceedings, see Item 3. Legal Proceedings. The silica-related litigation brought against us to date and associated litigation costs, settlements and verdicts have not resulted in a material liability to us to date, and we presently maintain insurance policies where available. However, we continue to have silica exposure claims filed against us, including claims that allege silica exposure for periods or in areas not covered by insurance, and the costs, outcome and impact to us of any pending or future claims is not certain. Any such pending or future claims or inadequacies of our insurance coverage could have a material adverse effect on our business, reputation, financial condition, and results of operations.

Due to the international nature of parts of our business, we are subject to both U.S. and foreign regulations that could negatively impact our business.

In addition to U.S. laws and regulations, we are also subject to regulation in non-U.S. jurisdictions in which we conduct business, including with respect to environmental, employee and other matters. The requirements for compliance with these laws and regulations may be unclear or indeterminate and may involve significant costs, including additional capital expenditures or increased operating expenses, or require changes in business practice, in each case that could result in reduced profitability for our business. Our need to comply with these foreign laws and regulations may provide an advantage to competitors who are not subject to comparable restrictions or may restrict our ability to take advantage of growth opportunities. In addition, because the laws and regulations in different jurisdictions can vary substantially, we may be required to undertake different steps or otherwise experience increased costs or other challenges in order to comply with the laws and regulations in each of the multiple jurisdictions in which we operate.

In addition, the United States regulates our international operations through various statutes, including the U.S. Foreign Corrupt Practices Act (“FCPA”). The FCPA and similar anti-bribery laws in other jurisdictions generally prohibit U.S. -based companies and their intermediaries from making improper payments to non-U.S. officials for the purpose of obtaining or retaining business. We operate in parts of the world that experience government corruption to some degree, and, in certain circumstances, compliance with anti-corruption laws may conflict with local customs and practices. Although we maintain policies, procedures and controls and deliver training designed to ensure compliance with anti-corruption laws, such efforts may not be sufficient to protect us from liability under these laws.

If we are found to be liable for regulatory violations related to our international operations, we could suffer from criminal or civil penalties or other sanctions, any of which could have a material adverse effect on our business, financial condition, and results of operations.
Strategic & General Business Risks

We must effectively manage our production capacity so that we can appropriately react to fluctuations in demand for our products.

To meet rapidly changing demand in the markets we serve, we must effectively manage our resources and production capacity. During periods of decreasing demand we must be able to appropriately align our cost structure with prevailing market conditions and effectively manage our mining operations. Our ability to rapidly and effectively reduce our cost structure in response to such downturns is limited by the fixed nature of many of our expenses in the near term and by our need to continue to invest


in maintaining reserves and production capabilities. Conversely, when upturns occur in the markets we serve, we may have difficulty rapidly and effectively increasing our production capacity or incur substantial costs related to restarting idled facilities or executing other expansion plans. A failure to timely and appropriately adapt our resources, costs and production capacity to changes in our business environment could have a material adverse effect on our business, financial condition, and results of operations.

If we cannot successfully complete acquisitions or integrate acquired businesses, our growth may be limited, and our financial condition may be adversely affected.

Our business strategy includes supplementing internal growth by pursuing acquisitions of complementary businesses. Any acquisition involves potential risks, including, among other things:
the validity of our assumptions about mineral reserves, future production, sales, capital expenditures, operating expenses and costs, including synergies;
an inability to successfully integrate the businesses we acquire;
the use of a significant portion of our available cash or borrowing capacity to finance acquisitions and the subsequent decrease in our liquidity, or the use of equity securities to fund an acquisition and the resulting dilution to our existing stockholders;
a significant increase in our interest expense or financial leverage if we incur additional debt to finance acquisitions;
the assumption of unknown liabilities, losses or costs for which we are not indemnified or for which our indemnity is inadequate;
the diversion of management’s attention from other business concerns;
an inability to hire, train or retain qualified personnel to manage and operate any growth in our business and assets;
the incurrence of other significant charges, such as impairment of goodwill or other intangible assets, asset devaluation or restructuring charges;
unforeseen difficulties encountered in operating in new geographic areas or other new markets;
customer or key employee losses at the acquired businesses; and
the accuracy of data obtained from production reports and engineering studies, geophysical and geological analyses and other information used when deciding to acquire a property, the results of which are often inconclusive and subject to various interpretations.

If we cannot successfully complete acquisitions or integrate acquired businesses, our growth may be limited, and our financial condition may be adversely affected.

We may need to recognize impairment charges related to goodwill, identifiable intangible assets, and fixed assets, in which case our net earnings and net worth could be materially adversely affected.

Under the acquisition method of accounting, net assets acquired are recorded at fair value as of the acquisition date, with any excess purchase price allocated to goodwill. Our acquisitions have resulted in significant balances of goodwill and identifiable intangible assets. There is significant judgment required in the analysis of a potential impairment of goodwill, identified intangible assets and fixed assets. If, as a result of a general economic slowdown, deterioration in one or more of the markets in which we operate, impairment in our financial performance and/or future outlook or decline in our market capitalization due to other factors, the estimated fair value of our long-lived assets or goodwill decreases, we may determine that one or more of our long-lived assets or our goodwill is impaired. Any such impairment charge would be determined based on the estimated fair value of the assets and could have a material adverse effect on our financial condition, and results of operations.

Failure to protect our intellectual property rights may undermine our competitive position, and protecting our rights or defending against third-party allegations of infringement may be costly.

Our commercial success depends on our proprietary information and technologies, know-how and other intellectual property. Because of the technical nature of our business, we rely primarily on patents, trade secrets, trademarks and contractual restrictions to protect our intellectual property rights. The measures we take to protect our patents, trade secrets and other intellectual property rights may be insufficient. In addition, certain non-U.S. jurisdictions where we operate offer limited intellectual property protections relative to the United States. Failure to protect, monitor and control the use of our existing intellectual property rights could cause us to lose our competitive advantage and incur significant expenses. It is possible that our competitors or others could independently develop the same or similar technologies or otherwise obtain access to our unpatented technologies. In such case, our patents and trade secrets would not prevent third parties from competing with us. Furthermore, third parties or employees may infringe or misappropriate our proprietary technologies or other intellectual


property rights. Policing unauthorized use of intellectual property rights can be difficult and expensive, and adequate remedies may not be available.

In addition, third parties may claim that our products infringe or otherwise violate their patents or other proprietary rights and seek corresponding damages or injunctive relief. Defending ourselves against such claims, with or without merit, could be time-consuming and result in costly litigation. An adverse outcome in any such litigation could subject us to significant liability to third parties (potentially including treble damages) or temporary or permanent injunctions prohibiting the manufacture or sale of our products, the use of our technologies or the conduct of our business. Any adverse outcome could also require us to seek licenses from third parties (which may not be available on acceptable terms, or at all) or to make substantial one-time or ongoing royalty payments. Protracted litigation could also result in our customers or potential customers deferring or limiting their purchase or use of our products until resolution of such litigation. In addition, we may not have insurance coverage in connection with such litigation and may have to bear all costs arising from any such litigation to the extent we are unable to recover them from other parties. Any of these outcomes could have a material adverse effect on our business, financial condition, and results of operations.
Capital Resources & Stock Ownership Risks

We will need substantial additional capital to maintain, develop and increase our asset base, and the inability to obtain needed capital or financing, on satisfactory terms, or at all, whether due to restrictions in our Credit Agreement or otherwise, could have an adverse effect on our growth and profitability.

Our business plan requires a significant amount of capital expenditures to maintain and grow our production levels over the long term. Although we currently use a significant amount of our cash reserves and cash generated from our operations to fund the maintenance and development of our existing mineral reserves and our acquisitions of new mineral reserves, we may need to depend on external sources of capital to fund future capital expenditures if commercial silica prices were to decline for an extended period of time, if the costs of our acquisition and development operations were to increase substantially or if other events were to occur that reduce our sales or increase our costs. Our ability to obtain bank financing or to access the capital markets for future equity or debt offerings may be limited by our financial condition at the time of any such financing or offering, adverse market conditions or other contingencies and uncertainties that are beyond our control. Our failure to obtain the funds necessary to maintain, develop and increase our asset base could adversely impact our growth and profitability.

In addition, our existing Credit Agreement contains, and any future financing agreements we may enter into could also contain, operating and financial restrictions and covenants that may limit our ability to finance future operations or capital needs or to engage in, expand or pursue our business activities.

Our ability to comply with these restrictions and covenants is uncertain and will be affected by the levels of cash flow from our operations and events and circumstances beyond our control. If market or other economic conditions deteriorate, our ability to comply with these covenants may be impaired. If we violate any of the restrictions, covenants, ratios or tests in our Credit Agreement, a significant portion of our indebtedness may become immediately due and payable and our lenders’ commitment to make further loans to us may terminate. We might not have, or be able to obtain, sufficient funds to make these accelerated payments. In addition, our obligations under our Credit Agreement are secured by substantially all of our assets, and if we are unable to trainrepay our indebtedness or satisfy our other obligations under our Credit Agreement, the necessary number of skilled laborers, therelenders could be an adverse impactseek to foreclose on our labor productivityassets.

Even if we are able to obtain financing or access the capital markets, incurring additional debt may significantly increase the risks associated with our existing indebtedness, as discussed elsewhere in these risk factors. In addition, the issuance of additional common stock in an equity offering may result in significant stockholder dilution. Further, we may incur substantial costs in pursuing any capital-raising transactions, including investment banking, legal and accounting fees, which may not be adequately offset by the proceeds from the transaction.
Our substantial indebtedness and pension obligations could adversely affect our financial flexibility and our competitive position.


We have, and we expect to maintain in the near term, a significant amount of indebtedness. On May 1, 2018, we entered into the Credit Agreement, which consists of a $1.280 billion Term Loan and a $100 million Revolver that may also be used for swingline loans or letters of credit.
As of December 31, 2019, we had $1.248 billion of outstanding indebtedness under the Term Loan and we were using$6.5 million for outstanding letters of credit, leaving $93.5 million of borrowing availability under the Revolver with the consent of our lenders.
In addition to our indebtedness, we also have, and will continue to have, significant pension obligations. The substantial level of these obligations increases the risk that we may be unable to generate cash sufficient to pay amounts owed under these obligations when due. In such a case, we may be forced to reduce or delay business activities, acquisitions, investments and/or capital expenditures; sell assets; restructure or refinance our indebtedness; or seek additional equity capital or bankruptcy protection, and we may not be able to affect any of these remedies when necessary, on satisfactory terms or at all. Our level of indebtedness and pension obligations could also have important consequences to you and significant effects on our business, including:
increasing our vulnerability to adverse changes in general economic, industry and competitive conditions;
requiring us to dedicate a substantial portion of our cash flow from operations to make payments on our indebtedness and pension obligations, thereby reducing the availability of our cash flow to fund working capital, capital expenditures and other general corporate purposes, including dividend payments;
restricting us from exploiting business opportunities;
making it more difficult to satisfy our financial obligations, including payments on our indebtedness;
disadvantaging us when compared to our competitors that have less debt and pension obligations; and
increasing our borrowing costs andor otherwise limiting our ability to growborrow additional funds for the execution of our business strategy.

In addition, the amounts owed under the Credit Agreement use LIBOR as a benchmark for establishing the rate at which interest accrues. LIBOR is the subject of recent national, international and other regulatory guidance and proposals for reform. These reforms and other pressures may cause LIBOR to disappear entirely or to perform differently than in the past. The consequences of these developments cannot be entirely predicted but could include an increase in the cost to us of this indebtedness.
We may have to utilize significant cash to meet our unfunded pension obligations and post-retirement health care liabilities and these obligations are subject to increase.
Many of our employees participate in our defined benefit pension plans.In 2019, we made contribution payments totaling $4.8 million toward reducing the unfunded liability of our defined benefit pension plans. Declines in interest rates or the market values of the securities held by the plans or other adverse changes could materially increase the underfunded status of our plans and affect the level and timing of required cash contributions. To the extent we continue to use cash to reduce these unfunded liabilities, the amount of cash available for our working capital needs would be reduced. In addition, under the Employee Retirement Income Security Act of 1974, as amended (“ERISA”), the Pension Benefit Guaranty Corporation (“PBGC”) has the authority to institute proceedings to terminate a pension plan in certain circumstances. In the event our tax-qualified pension plans are terminated by the PBGC, we could be liable to the PBGC for the underfunded amount, which could trigger default provisions in our Credit Agreement.

We also have a post-retirement health and life insurance plan for many of our employees and former employees. The post-retirement benefit plan is unfunded, and retiree health benefits are generally paid as covered expenses are incurred. We derive post-retirement benefit expense from an actuarial calculation based on the provisions of the plan and a number of assumptions provided by us. Although we previously maintained a trust to partially fund health care benefits for future retirees, the trust terminated in 2017 upon depletion of its assets in accordance with trust terms. As a result, our satisfaction of our obligations under our post-retirement benefit plan increases our expenses and reduces our cash available for other uses.

See Note R - Pension and Post-Retirement Benefits in our Consolidated Financial Statements included in Part II, Item 8. of this Annual Report on Form 10-K for more information about these plans.

Our stock price and trading volume has been and could continue to be volatile, and you may not be able to resell shares of your common stock when desired, at or above the price you paid, or at all.

The stock market has experienced and continues to experience extreme price and volume fluctuations that have often been unrelated or disproportionate to the operating performance of the underlying businesses. In 2019, our stock closed at a high of $18.36 per share and a low of $4.46 per share. Broad market fluctuations may adversely affect the market price of our


common stock, regardless of our actual operating performance. In addition to the other risks described in this section, the market price of our common stock may fluctuate significantly in response to a number of factors, many of which we cannot control, including inaccurate or unfavorable research or ratings published by industry analysts about our business, or a cessation of coverage of us by industry analysts; quarterly variations in our operating results compared to market expectations; announcements by others in or affecting our industry or our customers; actions by competitors; our acquisition of, investment in or disposition of other businesses; and other global or regional economic, political, legal and regulatory factors that may not be directly related to our performance.

Volatility in the market price or trading volume of our common stock may make it difficult or impossible for you to sell your common stock at or above the price at which you purchased the stock. As a result, you may suffer a loss on your investment. Securities class action litigation has often been instituted against companies following periods of volatility in the overall market and in the market price of a company’s securities. This litigation, if instituted against us, could result in substantial costs, reduce our profits, divert our management’s attention and resources and harm our business.

Holders of our common stock may not receive dividends on our common stock.

Holders of our common stock are entitled to receive only such dividends as our board of directors may declare out of funds legally available for such payments. Applicable Delaware law provides that we may pay dividends only out of a surplus, as determined under Delaware law, or, if there is no surplus, out of net profits for the fiscal year in which the dividend was declared and for the preceding fiscal year if certain specified conditions are met. Any determination to pay dividends and other distributions in cash, stock or property by us in the future will be at the discretion of our board of directors and will be dependent on then-existing conditions, including business conditions, our financial condition, results of operations, liquidity, capital requirements, the ability of our subsidiaries to pay us dividends or make other distributions to us, contractual restrictions (including restrictive covenants contained in the Credit Agreement or other debt agreements) and any other factors our board of directors deems relevant. We are not required to declare future cash dividends on our common stock, and our board of directors may determine not to do so at any time.

Anti-takeover provisions in our charter documents and Delaware law might discourage or delay acquisition attempts for us that you might consider favorable.

Our certificate of incorporation and bylaws contain provisions that may make the acquisition of our company more difficult without the approval of our board of directors. These provisions:
authorize the issuance of undesignated preferred stock, the terms of which may be limited.established and the shares of which may be issued without stockholder approval, and which may include super voting, special approval, dividend, or other rights or preferences superior to the rights of our common stock;
prohibit stockholder action by written consent, which requires all stockholder actions to be taken at a meeting of our stockholders;
provide that our board of directors is expressly authorized to make, alter or repeal our bylaws;
establish advance notice requirements for nominations of directors or for proposing matters that can be acted upon by stockholders at stockholder meetings; and
prevent us from engaging in a business combination with a person who acquires at least 15% of our common stock for a period of three years from the date such person acquired such common stock, unless board or stockholder approval is obtained prior to the acquisition.

These anti-takeover provisions and other provisions under Delaware law could discourage, delay or prevent a transaction involving a change in control of our company, even if doing so would benefit our stockholders. These provisions could also discourage proxy contests and make it more difficult for you and other stockholders to elect directors of your choosing and to cause us to take other corporate actions you desire.
Labor & Employment Risks

Our business may suffer if we lose, or are unable to attract and retain key personnel.members of our workforce.

We depend to a large extent on the services of our senior management team and other key personnel. Members of our senior management and other keyThese employees have extensive experience and expertise in evaluating and analyzing industrial mineral properties, maximizing production from such properties, marketing industrial mineral production and developing and executing financing and hedging strategies.

Competition for management and key personnel is intense, and the pool of qualified candidates is limited. The loss of any of these individuals or the failure to attract additional personnel as needed could have a material adverse effect on our


operations and could lead to higher labor costs or the use of less-qualified personnel. In addition, if any of our executives or other key employees were to join a competitor or form a competing company, we could lose customers, suppliers, know-how and key personnel. We do not maintain key-man life insurance with respect to any of our employees. Our success will be dependent on our ability to continue to attract, employ and retain highly skilledother personnel.
Difficulty in truckload driver
Our operations also rely on skilled laborers using modern techniques and independent contractor recruitment and retentionequipment to mine efficiently. We may have a materially adverse effect onbe unable to train or attract the necessary number of skilled laborers to maintain our business.operating costs.

With respect to our trucking services, difficulty in attracting or retaining qualified drivers and independent contractors could have a materially adverse effect on our growth and profitability. The truckload transportationthe industry periodically experiences a shortage of qualified drivers, particularly during periods of economic expansion, in which alternative employment opportunities are more plentiful and freight demand increases, or during periods of economic downturns, in which unemployment benefits might be extended and financing is limited for independent contractors who seek to purchase equipment or for students who seek financial aid for driving school. Our independent contractors are responsible for paying for their own equipment, fuel, and other operating costs, and significant increases in these costs could cause them to seek higher compensation from us or seek other opportunities within or outside the trucking industry. The trucking industry suffers from a high driver turnover rate, which requires us to continually recruit a substantial number of drivers to operate our equipment. Ifequipment and could negatively affect our operations and expenses if we wereare unable to do so.

Our success will be dependent on our ability to continue to attract, employ and contract with independent contractors, we could be forced to, among other things, limit our growth, decrease the numberretain highly skilled personnel at all levels of our tractors in service, adjust our driver compensation package or independent contractor compensation, or pay higher rates to third-party truckload carriers, which could adversely affect our profitability and results of operations if not offset by a corresponding increase in customer rates.operations.

Our profitability could be negatively affected if we fail to maintain satisfactory labor relations.

As of December 31, 2016,2019, various labor unions represented approximately 30%38% of our hourly employees. If we are unable to renegotiate acceptable collective bargaining agreements with these labor unions in the future, we could experience, among other things, strikes, work stoppages or other slowdowns by our workers and increased operating costs as a result of higher wages, health care costs or benefits paid to our employees. An inability to maintain good relations with our workforce could cause a material adverse effect on our business, and results of operations.
We rely upon patents, trade secrets and contractual restrictions to protect our proprietary rights. Failure to protect our intellectual property rights may undermine our competitive position, and protecting our rights or defending against third-party allegations of infringement may be costly.
Our commercial success depends on our proprietary information and technologies, know-how and other intellectual property. Because of the technical nature of our business, we rely primarily on patents, trade secrets, trademarks and contractual restrictions to protect our intellectual property rights. The measures we take to protect our patents, trade secrets and other intellectual property rights may be insufficient. Failure to protect, monitor and control the use of our existing intellectual property rights could cause us to lose our competitive advantage and incur significant expenses. It is possible that our competitors or others could independently develop the same or similar technologies or otherwise obtain access to our unpatented technologies. In such case, our patents and trade secrets would not prevent third parties from competing with us. As a result, our results of operations may be adversely affected. Furthermore, third parties or employees may infringe or misappropriate our proprietary technologies or other intellectual property rights, which could also harm our business and results of operations. Policing unauthorized use of intellectual property rights can be difficult and expensive, and adequate remedies may not be available.
In addition, third parties may claim that our products infringe or otherwise violate their patents or other proprietary rights and seek corresponding damages or injunctive relief. Defending ourselves against such claims, with or without merit, could be time-consuming and result in costly litigation. An adverse outcome in any such litigation could subject us to significant liability to third parties (potentially including treble damages) or temporary or permanent injunctions prohibiting the manufacture or

sale of our products, the use of our technologies or the conduct of our business. Any adverse outcome could also require us to seek licenses from third parties (which may not be available on acceptable terms, or at all) or to make substantial one-time or ongoing royalty payments. Protracted litigation could also result in our customers or potential customers deferring or limiting their purchase or use of our products until resolution of such litigation. In addition, we may not have insurance coverage in connection with such litigation and may have to bear all costs arising from any such litigation to the extent we are unable to recover them from other parties. Any of these outcomes could have a material adverse effect on our business, financial condition, results of operations, cash flows and prospects.
We may have to utilize significant cash to meet our unfunded pension obligations and post-retirement health care liabilities and these obligations are subject to increase.
Many of our employees participate in our defined benefit pension plans.In 2016, we made no contribution payments toward reducing the unfunded liability of our defined benefit pension plans. Declines in interest rates or the market values of the securities held by the plans, or other adverse changes, could materially increase the underfunded status of our plans and affect the level and timing of required cash contributions. To the extent we use cash to reduce these unfunded liabilities, the amount of cash available for our working capital needs would be reduced. In addition, under the Employee Retirement Income Security Act of 1974, as amended (“ERISA”), the Pension Benefit Guaranty Corporation (“PBGC”) has the authority to institute proceedings to terminate a pension plan if (1) the plan has not met the minimum funding requirements, (2) the plan cannot pay current benefits when due, (3) a lump sum payment has been made to a participant who is a substantial owner of the sponsoring company (and certain other technical conditions exist) or (4) the loss to the PBGC is reasonably expected to increase unreasonably over time if the plan is not terminated. In the event our tax-qualified pension plans are terminated by the PBGC, we could be liable to the PBGC for the underfunded amount, which could trigger default provisions in our credit facilities. As of December 31, 2016, our pension obligation was $116.1 million (with plan assets of $83.9 million). The amount of cash ultimately required to fund these obligations will vary based on a number of factors including future return on assets, mortality rates and other such actuarial assumptions. Based on current assumptions, we expect to pay $2.1 million in the year 2017, a total of $5.6 million for the two-year period from 2018 through 2019, a total of $6.1 million for the two-year period from 2020 through 2021 and a total of $18.5 million thereafter.
We also have a post-retirement health and life insurance plan for many of our employees. The post-retirement benefit plan is unfunded. We derive post-retirement benefit expense from an actuarial calculation based on the provisions of the plan and a number of assumptions provided by us including information about employee demographics, retirement age, future health care costs, turnover, mortality, discount rate, amount and timing of claims and a health care inflation trend rate. Our post-retirement healthcare obligations were $24.4 million as of December 31, 2016. Based on current assumptions, we expect to pay $1.4 million in the year 2017, a total of $2.8 million for the two-year period from 2018 through 2019, a total of $3.0 million for the two-year period from 2020 through 2021 and a total of $17.2 million thereafter. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations - Contractual Obligations.”
Failure to maintain effective quality control systems at our mining, processing and production facilities could have a material adverse effect on our business and operations.
The performance, quality and safety of our products are critical to the success of our business. These factors depend significantly on the effectiveness of our quality control systems, which, in turn, depends on a number of factors, including the design of our quality control systems, our quality-training program and our ability to ensure that our employees adhere to the quality control policies and guidelines. Any significant failure or deterioration of our quality control systems could have a material adverse effect on our business, financial condition, results of operations and reputation.
Our sales and profitability fluctuate on a seasonal basis and are affected by a variety of other factors.
Our sales and profitability are affected by a variety of factors, including actions of competitors, changes in general economic conditions, weather conditions and seasonal periods. As a result, our results of operations may fluctuate on a quarterly basis and relative to corresponding periods in prior years, and any of these factors could adversely affect our business and cause our results of operations to decline. For example, we sell more of our products in the second and third quarters in the building products and recreation end markets due to the seasonal rise in construction driven by more favorable weather conditions. We sell fewer of our products in the first and fourth quarters due to reduced construction and recreational activity largely as a result of adverse weather conditions. Any unanticipated decrease in demand for our products during the second and third quarters could have a material adverse effect on our sales and profitability.
We may be subject to interruptions or failures in our information technology systems.
We rely on our information technology systems to process transactions, summarize our operating results and manage our business. Our information technology systems are subject to damage or interruption from power outages, computer and

telecommunications failures, computer viruses, cyber-attack or other security breaches, catastrophic events, such as fires, floods, earthquakes, tornadoes, hurricanes, acts of war or terrorism, and usage errors by our employees. If our information technology systems are damaged or cease to function properly, we may have to make a significant investment to fix or replace them, and we may suffer loss of critical data and interruptions or delays in our operations.
The reliability and capacity of our information technology systems is critical to our operations and the implementation of our growth initiatives. Any material disruption in our information technology systems, or delays or difficulties in implementing or integrating new systems or enhancing current systems, could have an adverse effect on our business, and results of operations.
A terrorist attack or armed conflict could harm our business.
Terrorist activities, anti-terrorist efforts and other armed conflicts involving the United States could adversely affect the U.S. and global economies and could prevent us from meeting financial and other obligations. We could experience loss of business, delays or defaults in payments from payors or disruptions of fuel supplies and markets if pipelines, production facilities, processing plants or refineries are direct targets or indirect casualties of an act of terror or war. Such activities could reduce the overall demand for oil and natural gas, which, in turn, could also reduce the demand for our products and services. Terrorist activities and the threat of potential terrorist activities and any resulting economic downturn could adversely affect our results of operations, impair our ability to raise capital or otherwise adversely impact our ability to realize certain business strategies.
Risks Related to Environmental, Mining and Other Regulation
We and our customers are subject to extensive environmental and health and safety regulations which impose, and will continue to impose, significant costs and liabilities. In addition, future regulations, or more stringent enforcement of existing regulations, could increase those costs and liabilities, which could adversely affect our results of operations.
We are subject to a variety of federal, state and local regulatory environmental requirements affecting the mining and mineral processing industry, including among others, those relating to employee health and safety, environmental permitting and licensing, air and water emissions, greenhouse gas emissions, water pollution, waste management, remediation of soil and groundwater contamination, land use, reclamation and restoration of properties, hazardous materials and natural resources. These laws, regulations and permits have had, and will continue to have, a significant effect on our business. Some environmental laws impose substantial penalties for noncompliance, and others, such as CERCLA, impose strict, retroactive and joint and several liability for the remediation of releases of hazardous substances. Liability under CERCLA, or similar state and local laws, may be imposed as a result of conduct that was lawful at the time it occurred or for the conduct of, or conditions caused by, prior operators or other third parties. Failure to properly handle, transport, store or dispose of hazardous materials or otherwise conduct our operations in compliance with environmental laws could expose us to liability for governmental penalties, cleanup costs and civil or criminal liability associated with releases of such materials into the environment, damages to property or natural resources and other damages, as well as potentially impair our ability to conduct our operations. In addition, future environmental laws and regulations could restrict our ability to expand our facilities or extract our mineral deposits or could require us to acquire costly equipment or to incur other significant expenses in connection with our business. Future events, including changes in any environmental requirements (or their interpretation or enforcement) and the costs associated with complying with such requirements, could have a material adverse effect on us.
Any failure by us to comply with applicable environmental laws and regulations may cause governmental authorities to take actions that could adversely impact our operations and financial condition, including:
issuance of administrative, civil and criminal penalties;
denial, modification or revocation of permits or other authorizations;
imposition of injunctive obligations or other limitations on our operations, including cessation of operations; and
requirements to perform site investigatory, remedial or other corrective actions.
Moreover, environmental requirements, and the interpretation and enforcement thereof, change frequently and have tended to become more stringent over time. For example, greenhouse gas emission regulation is becoming more rigorous. We expect to be required to report annual greenhouse gas emissions from our operations to the EPA, and additional greenhouse gas emission related requirements at the supranational, federal, state, regional and local levels are in various stages of development. The U.S. Congress has considered, and may adopt in the future, various legislative proposals to address climate change, including a nationwide limit on greenhouse gas emissions. In addition, the EPA has issued regulations, including the “Tailoring Rule,” that subject greenhouse gas emissions from certain stationary sources to the Prevention of Significant Deterioration and Title V provisions of the federal Clean Air Act. Any such regulations could require us to modify existing permits or obtain new

permits, implement additional pollution control technology, curtail operations or increase significantly our operating costs. Any regulation of greenhouse gas emissions, including, for example, through a cap-and-trade system, technology mandate, emissions tax, reporting requirement or other program, could adversely affect our business, financial condition, reputation, operating performance and product demand.
In addition to environmental regulation, we are subject to laws and regulations relating to human exposure to crystalline silica. Several federal and state regulatory authorities, including MSHA and OSHA, may continue to propose changes in their regulations regarding workplace exposure to crystalline silica, such as permissible exposure limits and required controls and personal protective equipment. For instance, in June 2016, OSHA issued final regulations that will reduce permissible exposure limits to 50 micrograms of respirable crystalline silica per cubic meter of air, averaged over an 8-hour day. Both the North American Industrial Mining Association and the National Industrial Sand Association, both of which we are a member, track silicosis-related issues and aim to work with government policymakers in crafting such regulations.
We may not be able to comply with any new laws and regulations that are adopted, and any new laws and regulations could have a material adverse effect on our operating results by requiring us to modify our operations or equipment or shut down some or all of our plants. Additionally, our customers may not be able to comply with any new laws and regulations, and any new laws and regulations could have a material adverse effect on our customers by requiring them to shut down old plants or to relocate plants to locations with less stringent regulations farther away from our facilities. We cannot at this time reasonably estimate our costs of compliance or the timing of any costs associated with any new laws and regulations, or any material adverse effect that any new standards will have on our customers and, consequently, on our operations.
We are subject to various lawsuits relating to the actual or alleged exposure of persons to silica. See “Risks Related to Our Business-Silica-related health issues and litigation could have a material adverse effect on our business, reputation or results of operations.”
We are subject to the Federal Mine Safety and Health Act of 1977, which imposes stringent health and safety standards on numerous aspects of our operations.
Our operations are subject to the Federal Mine Safety and Health Act of 1977, as amended by the Mine Improvement and New Emergency Response Act of 2006, which imposes stringent health and safety standards on numerous aspects of mineral extraction and processing operations, including the training of personnel, operating procedures, operating equipment and other matters. Our failure to comply with such standards, or changes in such standards or the interpretation or enforcement thereof, could have a material adverse effect on our business and financial condition or otherwise impose significant restrictions on our ability to conduct mineral extraction and processing operations.
Silica-related health issues and litigation could have a material adverse effect on our business, reputation or results of operations.
The inhalation of respirable crystalline silica is associated with the lung disease silicosis. There is evidence of an association between crystalline silica exposure or silicosis and lung cancer and a possible association with other diseases, including immune system disorders such as scleroderma. These health risks have been, and may continue to be, a significant issue confronting the commercial silica industry. Concerns over silicosis and other potential adverse health effects, as well as concerns regarding potential liability from the use of silica, may have the effect of discouraging our customers’ use of our silica products. The actual or perceived health risks of mining, processing and handling silica could materially and adversely affect silica producers, including us, through reduced use of silica products, the threat of product liability or employee lawsuits, increased scrutiny by federal, state and local regulatory authorities of us and our customers or reduced financing sources available to the commercial silica industry.
Since at least 1975, we and/or our predecessors have been named as a defendant, usually among many defendants, in numerous products liability lawsuits brought by or on behalf of current or former employees of our customers alleging damages caused by silica exposure. As of February 21, 2017, there were a total of 74 active silica-related products liability claims pending in which we were a defendant and 1 inactive claim. Almost all of the claims pending against us arise out of the alleged use of our silica products in foundries or as an abrasive blast media, involve various other defendants and have been filed in the states of Texas, Louisiana and Mississippi, although some cases have been brought in many other jurisdictions over the years.
Prior to the fourth quarter of 2012, we had insurance policies for both our predecessors that covered certain claims for alleged silica exposure for periods prior to certain dates in 1985 and 1986 (with respect to various insurance). As a result of a settlement with a former owner and its insurers in the fourth quarter of 2012, some of these policies are no longer available to us and we will not seek reimbursement for any defense costs or claim payments from these policies. Other insurance policies, however, continue to remain available to us and will continue to make such payments on our behalf. The silica-related litigation brought against us to date and associated litigation costs, settlements and verdicts have not resulted in a material liability to us

to date. However, we continue to have silica exposure claims filed against us, including claims that allege silica exposure for periods not covered by insurance, and the costs, outcome and impact to us of any pending or future claims is not certain. Any such pending or future claims or inadequacies of our insurance coverage could have a material adverse effect on our business, reputation, financial condition, results of operations, cash flows and prospects. For further information, see “Business-Legal Proceedings.”
We and our customers are subject to other extensive regulations, including licensing, plant and wildlife protection and reclamation regulation, which impose, and will continue to impose, significant costs and liabilities. In addition, future regulations, or more stringent enforcement of existing regulations, could increase those costs and liabilities, which could adversely affect our results of operations.
In addition to the regulatory matters described above, we and our customers are subject to extensive governmental regulation on matters such as permitting and licensing requirements, plant and wildlife protection, wetlands protection, reclamation and restoration of mining properties after mining is completed, the discharge of materials into the environment and the effects that mining and hydraulic fracturing have on groundwater quality and availability. Our future success depends, among other things, on the quantity of our commercial silica and other mineral deposits and our ability to extract these deposits profitably, and our customers being able to operate their businesses as they currently do.
In order to obtain permits and renewals of permits in the future, we may be required to prepare and present data to governmental authorities pertaining to the impact that any proposed exploration or production activities may have on the environment. Certain approval procedures may require preparation of archaeological surveys, endangered species studies and other studies to assess the environmental impact of new sites or the expansion of existing sites. Compliance with these regulatory requirements is expensive and significantly lengthens the time needed to develop a site. Finally, obtaining or renewing required permits is sometimes delayed or prevented due to community opposition and other factors beyond our control. The denial of a permit essential to our operations or the imposition of conditions with which it is not practicable or feasible to comply could impair or prevent our ability to develop or expand a site. Significant opposition to a permit by neighboring property owners, members of the public or other third parties or delay in the environmental review and permitting process also could impair or delay our ability to develop or expand a site. New legal requirements, including those related to the protection of the environment, could be adopted that could materially adversely affect our mining operations (including our ability to extract mineral deposits), our cost structure or our customers’ ability to use our commercial silica products. Such current or future regulations could have a material adverse effect on our business and we may not be able to obtain or renew permits in the future.
Our inability to acquire, maintain or renew financial assurances related to the reclamation and restoration of mining property could have a material adverse effect on our business, financial condition, and results of operations.
We are generally obligated to restore property in accordance with regulatory standards and our approved reclamation plan after it has been mined. We are required under federal, state and local laws to maintain financial assurances, such as surety bonds, to secure such obligations. The inability to acquire, maintain or renew such assurances, as required by federal, state and local laws, could subject us to fines and penalties as well as the revocation of our operating permits. Such inability could result from a variety of factors, including:
the lack of availability, higher expense or unreasonable terms of such financial assurances;
the ability of current and future financial assurance counterparties to increase required collateral; and
the exercise by financial assurance counterparties of any rights to refuse to renew the financial assurance instruments.
Our inability to acquire, maintain or renew necessary financial assurances related to the reclamation and restoration of mining property could have a material adverse effect on our business, financial condition and results of operations.
Mine closures entail substantial costs, and if we close one or more of our mines sooner than anticipated, our results of operations may be adversely affected.
We base our assumptions regarding the life of our mines on detailed studies that we perform from time to time, but our studies and assumptions do not always prove to be accurate. If we close any of our mines sooner than expected, sales will decline unless we are able to increase production at any of our other mines, which may not be possible. The closure of an open pit mine also involves significant fixed closure costs, including accelerated employment legacy costs, severance-related obligations, reclamation and other environmental costs and the costs of terminating long-term obligations, including energy contracts and equipment leases. We accrue for the costs of reclaiming open pits, stockpiles, tailings ponds, roads and other mining support areas over the estimated mining life of our property. If we were to reduce the estimated life of any of our mines,

the fixed mine closure costs would be applied to a shorter period of production, which would increase production costs per ton produced and could materially and adversely affect our results of operations and financial condition.
Applicable statutes and regulations require that mining property be reclaimed following a mine closure in accordance with specified standards and an approved reclamation plan. The plan addresses matters such as removal of facilities and equipment, re-grading, prevention of erosion and other forms of water pollution, re-vegetation and post-mining land use. We may be required to post a surety bond or other form of financial assurance equal to the cost of reclamation as set forth in the approved reclamation plan. The establishment of the final mine closure reclamation liability is based on permit requirements and requires various estimates and assumptions, principally associated with reclamation costs and production levels. If our accruals for expected reclamation and other costs associated with mine closures for which we will be responsible were later determined to be insufficient, our business, results of operations and financial condition would be adversely affected.
Our trucking services are highly regulated, and increased direct and indirect costs of compliance with, or liability for violation of, existing or future regulations could have a material adverse effect on our business.
The Department of Transportation (DOT) and various state agencies exercise broad powers over our trucking services, generally governing matters including authorization to engage in motor carrier service, equipment operation, safety, and financial reporting. In the future, we may become subject to new or more restrictive regulations, such as regulations relating to engine exhaust emissions, hours of service that our drivers may provide in any one time period, security and other matters, which could substantially impair equipment productivity and increase our costs. We may be audited periodically by the DOT to ensure that we are in compliance with various safety, hours-of-service, and other rules and regulations. If we were found to be out of compliance, the DOT could restrict or otherwise impact our trucking services, which would adversely affect our profitability and results of operations.
Risks Related to the Ownership of Our Common Stock
Our stock price could be volatile, and you may not be able to resell shares of your common stock at or above the price you paid.
The stock market has and continues to experience extreme price and volume fluctuations that have often been unrelated or disproportionate to the operating performance of the underlying businesses. These broad market fluctuations may adversely affect the market price of our common stock, regardless of our actual operating performance.
In addition to the risks described in this section, the market price of our common stock may fluctuate significantly in response to a number of factors, most of which we cannot control, including:
quarterly variations in our operating results compared to market expectations;
announcements of acquisitions of or investments in other businesses and properties or dispositions;
changes in preferences of our customers;
announcements of new services or products or significant price reductions by us or our competitors;
size of the public float;
stock price performance of our competitors;
fluctuations in stock market prices and volumes;
default on our indebtedness or foreclosure on our properties;
actions by competitors;
changes in our management team or key personnel;
changes in ratings and financial estimates by securities analysts;
negative earnings or other announcements by us or other industrial companies;
downgrades in our credit ratings or the credit ratings of our competitors;
issuances of capital stock; and
global economic, legal and regulatory factors unrelated to our performance.
Numerous factors affect our business and cause variations in our operating results and affect our net sales, including overall economic trends, our ability to identify and respond effectively to customer preferences, actions by competitors, pricing, the level of customer service that we provide, changes in product mix or sales channels, our ability to source and distribute products effectively and weather conditions.

Volatility in the market price of our common stock may prevent investors from being able to sell their common stock at or above the price at which you purchased the stock. As a result, you may suffer a loss on your investment.
Securities class action litigation has often been instituted against companies following periods of volatility in the overall market and in the market price of a company’s securities. This litigation, if instituted against us, could result in substantial costs, reduce our profits, divert our management’s attention and resources and harm our business.
Anti-takeover provisions in our charter documents and Delaware law might discourage or delay acquisition attempts for us that you might consider favorable.
Our certificate of incorporation and bylaws contain provisions that may make the acquisition of our company more difficult without the approval of our Board. These provisions:
authorize the issuance of undesignated preferred stock, the terms of which may be established and the shares of which may be issued without stockholder approval, and which may include super voting, special approval, dividend, or other rights or preferences superior to the rights of the holders of common stock;
prohibit stockholder action by written consent, which requires all stockholder actions to be taken at a meeting of our stockholders;
provide that the Board is expressly authorized to make, alter or repeal our bylaws; and
establish advance notice requirements for nominations for elections to our Board or for proposing matters that can be acted upon by stockholders at stockholder meetings.
Our certificate of incorporation also contains a provision that provides us with protections similar to Section 203 of the Delaware General Corporation Law (the “DGCL”), and will prevent us from engaging in a business combination with a person who acquires at least 15% of our common stock for a period of three years from the date such person acquired such common stock, unless Board or stockholder approval is obtained prior to the acquisition. These anti-takeover provisions and other provisions under Delaware law could discourage, delay or prevent a transaction involving a change in control of our company, even if doing so would benefit our stockholders. These provisions could also discourage proxy contests and make it more difficult for you and other stockholders to elect directors of your choosing and to cause us to take other corporate actions you desire.
If securities or industry analysts do not publish research or publish inaccurate or unfavorable research about our business, our stock price and trading volume could decline.
The trading market for our common stock depends in part on the research and reports that securities or industry analysts publish about us or our business. If one or more of the analysts who covers us downgrades our stock or publishes inaccurate or unfavorable research about our business, our stock price would likely decline. If one or more of these analysts ceases coverage of us or fails to publish reports on us regularly, demand for our stock could decrease, which could cause our stock price and trading volume to decline.
Holders of our common stock may not receive dividends on our common stock.
Holders of our common stock are entitled to receive only such dividends as our Board may declare out of funds legally available for such payments. We are incorporated in Delaware and are governed by the DGCL. The DGCL allows a corporation to pay dividends only out of a surplus, as determined under Delaware law or, if there is no surplus, out of net profits for the fiscal year in which the dividend was declared and for the preceding fiscal year. Under the DGCL, however, we cannot pay dividends out of net profits if, after we pay the dividend, our capital would be less than the capital represented by the outstanding stock of all classes having a preference upon the distribution of assets. While management and our Board remain committed to evaluating additional ways of creating shareholder value, any determination to pay dividends and other distributions in cash, stock or property by us in the future will be at the discretion of our Board and will be dependent on then-existing conditions, including business conditions, our financial condition, results of operations, liquidity, capital requirements, contractual restrictions including restrictive covenants contained in debt agreements and other factors. While we have declared and paid a quarterly cash dividend on our common stock as described under Part II, Item 5 of this Annual Report on Form 10-K, we are not required to declare future cash dividends on our common stock.

ITEM 1B.UNRESOLVED STAFF COMMENTS
None.


ITEM 2.PROPERTIES
Our corporate headquarters is located in Frederick, Maryland.Katy, Texas. In addition, we maintain corporate support centers and sales offices in Reno, Nevada, Chicago, Illinois and Houston, Texas.
As of December 31, 2016,2019, we operate 1825 production facilities located primarily in the eastern half of the United States, with operations in Alabama, Georgia, Illinois, (3), Louisiana, Michigan, Missouri (2), New Jersey, Oklahoma, Mississippi, Nebraska, Nevada (3), Oregon, Pennsylvania, South Carolina, Tennessee (2), Texas (3), Virginia, West Virginia, and Wisconsin. We own two undeveloped sites, which are located in Wisconsin and Arkansas. We also own three transload sites and operate additionalseveral transload sites via service contracts with our transload operating partners.
Additionally, we operate corporate laboratories located at our Berkeley Springs, West Virginia and Houston, Texas facilitiesReno, Nevada locations that provide critical technical expertise, analytical testing resources and application development to promote product value and cost savings.
We generally own our principal production properties, although some land is leased. Substantially all of our owned assets are pledged as security under our senior secured credit facility;the Credit Agreement; for additional information regarding our indebtedness see Note IK - Debt and Capital Leases to our Consolidated Financial Statements in Part II, Item 88. of this Annual Report on Form 10-K for information related to our credit facilities.10-K.
Corporate offices, including sales locations are leased. In general, we consider our facilities, taken as a whole, to be suitable and adequate for our current operations.


Our Production Facilities
The following is a detailed description of our 1825 production facilitiesfacilities.
Crane County, Texas
Our Crane County facility is a fully automated, state-of-the-art facility that features a 4 million ton per year plant with a wet plant, intermediate stockpile, dry plant, screening plant, and loadout. The facility uses natural gas and electricity to produce whole grain silica through surface mining methods. The reserves at Crane County contain windblown dune sand lying above ancient dunes of clayey sand, all Quaternary in age. The facility is located approximately 25 miles southwest of Odessa, Texas in Crane County and is located 5 miles south of U.S. Interstate 20 on a main Farm-to-Market Road. The facility's location in West Texas allows it to ship local in-basin sand by truck.
We purchased 3200 acres of ranch land in May 2017, on which the Crane County facility was built and became operational during the first quarter of 2018. The facility primarily produces a range of API/ISO certified frac sand grades. The total net book value of the Crane County facility's real property and fixed assets as of December 31, 2019 was $217.6 million.
Lamesa, Texas
Our Lamesa facility is a fully-automated, state-of-the-art facility that currently features a 6 million ton per year plant with a wet plant, intermediate stockpile, dry plant, screening plant, and loadout. The facility uses natural gas and electricity to produce whole grain silica through surface mining methods. The reserves at Lamesa contain windblown dune sand lying above ancient dunes of clayey sand, all Quaternary in age. The facility is located in Dawson County, approximately 55 miles north of Midland, Texas and 60 miles south of Lubbock, Texas. The site is located 13 miles north and west of Lamesa, Texas using state, farm-to-market and private roads. U.S. Route 87 runs through Lamesa and directly leads north to Lubbock and south to Midland. The facility's location in West Texas allows it to ship local in-basin sand by truck.
We purchased 3500 acres of ranch land in July 2017, on which the Lamesa facility was built and became operational during the third quarter 2018. The facility primarily produces a range of API/ISO certified frac sand grades. The total net book value of the Lamesa facility's real property and fixed assets as of December 31, 2019 was $202.0 million.
Festus, Missouri
The Festus facility uses natural gas and electricity to produce whole grain silica from a sandstone reserve that we lease, subject to the lease's expiration on June 30, 2048. The ore is mined by a contractor using both surface and underground hard-rock mining methods. The reserves are part of the St. Peter Sandstone Formation that stretches north-south from Minnesota to Missouri and east-west from Illinois to Nebraska and South Dakota. The facility is located approximately 30 miles south of St. Louis and is accessible by major highways including U.S. Interstate 55. Once the product is processed, it is packaged in bulk and shipped by truck to either barge or rail.
We acquired the Festus facility in August 2017 in connection with the closing of our currently undeveloped sitesMS Sand acquisition in Fairchild, WisconsinAugust 2017. Since acquiring the facility, we completed an expansion to increase capacity. While the Festus facility's production techniques and Batesville, Arkansas.distribution model enable it to serve all major silica markets, the primary production has been frac sand for oil and gas proppants. The total net book value of the Festus facility's real property and fixed assets as of December 31, 2019 was $32.3 million.
Ottawa, Illinois
Our surface mines in Ottawa use natural gas and electricity to produce whole grain and ground silica through a variety of mining methods, including hard rock mining, mechanical mining and hydraulic mining. The reserves are part of the St. Peter Sandstone Formation that stretches north-south from Minnesota to Missouri and east-west from Illinois to Nebraska and South Dakota. The facility is located approximately 80 miles southwest of Chicago and is accessible by major highways including U.S. Interstate 80. Once the product is appropriately processed, it is shipped either in bulk or packaged form by rail by either the CSX Corporation or the BNSF Railway Company (via the Illinois Railway short line), truck or barge.
We acquired the Ottawa facility in 1987 by merger with the Ottawa Silica Company, which had historically used the property to produce whole grain and ground silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including washing, hydraulic sizing, grinding, screening and blending. These production techniques allow the Ottawa facility to meet a wide variety of focused specifications on product composition from customers. As such, the Ottawa facility services multiple end markets, such as glass, building products, foundry, fillers and extenders, chemicals and oil


and gas proppants. In November 2009, we expanded the frac sand capacity of this facility by 500,000 tons. During the fourth quarter of 2011, we completed a follow-on expansion project that added an additional 900,000 tons of frac sand capacity.
Voca, Texas
Our surface mines at the Voca facility use propane and electricity to produce whole grain silica through hard rock mining. The majority of reserves in Voca are sandstonestotal net book value of the MiddleOttawa facility's real property and Lower Hickory membersfixed assets as of the Riley Formation in central Texas. The facility is located approximately 110 miles northwest of Austin, TX in McCulloch County and is accessible by state highways. Once product is processed, it is shipped primarily by customer truck.
We acquired the Voca facility upon the closing of our Cadre Services, Inc. ("Cadre") acquisition in July 2014. The fully automated, state-of-the-art facility became operational in 2011 and features one of the industry’s largest on-site storage capacities. The plantDecember 31, 2019 was recently expanded in 2014 and produces a range of API/ISO certified frac sand grades. The Voca plant’s location in central Texas allows it to economically serve oil & gas customers in the Permian basin.


Tyler, Texas
Our Tyler facility uses natural gas and electricity to produce whole grain silica through surface mining methods. The reserves at Tyler contain mostly unconsolidated sand of the Queen City Sand formation (Eocene Age). The facility is located approximately 9 miles north of Tyler, TX in Smith County and is located immediately adjacent to Interstate 20. Once product is processed, it is shipped by truck.
We acquired the Tyler facility in connection with the closing of the NBI Acquisition in August 2016. The fully automated, state-of-the-art facility became operational in 2011 and features one of the industry’s largest on-site storage capacities. The plant was recently expanded in 2014 and produces a range of API/ISO certified frac sand grades. The Tyler plant's location in Northeast Texas allows it to ship regional sand directly to the wellheads in the Texas and Louisiana basins by truck.$95.4 million.
Mill Creek, Oklahoma
Our surface mines in Mill Creek use natural gas and electricity to produce whole grain, ground and fine ground silica through hydraulic mining. The reserves are part of the Oil Creek Formation in south central Oklahoma. The facility is located approximately 100 miles southeast of Oklahoma City and is accessible by major highways including U.S. Interstate 35. Once the product is appropriately processed, it is packaged in bulk and shipped either by rail by BNSF Railway Company or by truck.
We acquired the Mill Creek facility in 1987 by merger with the Pennsylvania Glass Sand Corporation, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including hydraulic sizing, fluid bed drying, grinding and air sizing. These production techniques allow the Mill Creek facility to meet a wide variety of focused specifications on product composition from customers. As such, the Mill Creek facility services multiple end markets, such as glass, foundry, fillers and extenders, building products and oil and gas proppants. The total net book value of the Mill Creek facility's real property and fixed assets as of December 31, 2019 was $19.5 million.
Sparta, Wisconsin
Our surface mines in thefacility at Sparta deposit contain over 36 million tons of proven ore reserves.uses natural gas and electricity to produce whole grain silica products through dredging. The reserve geology is comprisedthat of high purity alluvial sands that are part of the Wonewoc Formation. The Wonewoc Sandstone Formation is known for its round, coarse grains and superior crush strength properties, which makes it an ideal substrate for oil and gas proppants. The Sparta property was acquired on December 30, 2011, and site development began in April 2012. The property is located 25 miles northeast of La Crosse; approximately 120 miles northwest of Madison, WI;Wisconsin; and is readily accessible by both U.S. Interstate 90 and the Canadian Pacific railroad.
Utica, Illinois
Our surface mine at the Utica facility uses natural gas and electricity to produce whole grain silica products through surface mining. The reserves are parttotal net book value of the St. Peter Formation sandstone that was deposited with the Illinois Basin some 450 million years ago. We acquired the UticaSparta facility's real property and plant in 2015 from Quality Sand Products LLC. The facility is located approximately 80 miles southwestfixed assets as of Chicago and is accessible by major highways including U.S. Interstate 80. Once the product is appropriately processed, it is shipped by truck or rail by Union Pacific.December 31, 2019 was $2.1 million.
Mapleton Depot, Pennsylvania
Our surface mines in Mapleton Depot use natural gas, fuel oil and electricity to produce whole grain silica through hard rock mining. The reserves are part of the OriskanyRidgeley (sometimes called the Oriskany) Sandstone Formation in central Pennsylvania. The facility is located approximately 40 miles northwest of Harrisburg and is accessible by major highways including U.S. Interstates 99, 80 and 76.76 and U.S. Routes 22 and 322. Once the product is appropriately processed, it is packaged in bulk and shipped either by rail by Norfolk Southern Corporation or by truck.
We acquired the Mapleton Depot facility in 1987 by merger with the Pennsylvania Glass Sand Corporation, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including hydraulic sizing, fluid bed drying, scalping and a low iron circuit. These production techniques allow the Mapleton Depot facility to meet a wide variety of focused specifications on product composition from customers. As such, the Mapleton Depot facility services multiple end markets, such as glass, specialty glass, building products, recreation, and recreation.

oil and gas proppants. The total net book value of the Mapleton Depot facility's real property and fixed assets as of December 31, 2019 was $15.0 million.
Pacific, Missouri
Our surface mines at the Pacific facility use natural gas and electricity to produce whole grain, ground and fine ground silica through a variety of mining methods, including hard rock and hydraulic mining. The reserves are part of the St. Peter Sandstone Formation that stretches north-south from Minnesota to Missouri and east-west from Illinois to Nebraska and South Dakota. The facility is located approximately 50 miles southwest of St. Louis and is accessible by major highways including U.S. Interstate 44. Once the product is appropriately processed, it is packaged in bulk and shipped either by rail directly by Union Pacific Corporation and through open switching on the same line by BNSF Railway Company or by truck.
We acquired the Pacific facility in 1987 by merger with the Pennsylvania Glass Sand Corporation, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility we have renovated and upgraded its production capabilities to enable it to produce multiple products through


various processing methods, including hydraulic sizing, fluid bed drying, grinding, dry screening, classifying and microsizing. In August 2010, we expanded this facility’s processing capabilities to include the processing of frac sand. These production techniques allow the Pacific facility to meet a wide variety of focused specifications on product composition from customers. As such, the Pacific facility services multiple end markets, such as glass, foundry, fillers and extenders and oil and gas proppants. The total net book value of the Pacific facility's real property and fixed assets as of December 31, 2019 was $56.9 million.
Kosse, Texas
Our surface mine in Kosse uses mechanical mining to extract sand ore from the reserve. The plant uses natural gas and electricity to produce whole grain silica. The reserves are part of the Simsboro member of the Rockdale Formation in central Texas. The facility is located approximately 90 miles south of Dallas and is accessible by major highways including U.S. Interstates 45 and 35. Once the product is appropriately processed, it is shipped by truck.
We acquired the Kosse facility in 1987 by merger with the Ottawa Silica Company, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including washing, hydraulic sizing, fluid bed drying, and dry screening, and centrifuging.screening. These production techniques allow the Kosse facility to meet a wide variety of focused specifications on product composition from customers. As such, the Kosse facility services multiple end markets, such as building products, recreation, and oil and gas proppants. The total net book value of the Kosse facility's real property and fixed assets as of December 31, 2019 was $11.8 million.
Berkeley Springs, West Virginia
Our surface mines at the Berkeley Springs facility use hard rock mining methods to produce high-purity sandstone. The plant uses natural gas, propane, fuel oil and electricity to make whole grain, ground, and fine ground silica. Berkeley Springs also produces a synthetic magnesium-silica product called Florisil.

The reserves are part of the Ridgeley Sandstone Formation along the Warm Springs Ridge in eastern West Virginia. The facility is located approximately 100 miles northwest of Baltimore and is accessible by major highways including U.S. Interstate 70. Once the product is appropriately processed, it is packaged in bulk and shipped by rail by the CSX Corporation or truck.


We acquired the Berkeley Springs facility in 1987 by merger with the Pennsylvania Glass Sand Corporation, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including primary, secondary and tertiary crushing, grinding, flotation, dewatering, fluid bed drying, mechanical screening and rotary drying processing. These production techniques allow the Berkeley Springs facility to meet a wide variety of focused specifications from customers producing specialty epoxies, resins and polymers, geothermal energy equipment and fiberglass. As such, the Berkeley Springs facility services multiple end markets, such as glass, building products, foundry, chemicals and fillers and extenders. The total net book value of the Berkeley Springs facility's real property and fixed assets as of December 31, 2019 was $21.5 million.
Columbia, South Carolina
Our surface mines in Columbia use natural gas, fuel oil and electricity to produce whole grain, ground and fine ground silica through dune mining.silica. The reserves are part of the Tuscaloosa Formation nearin central South Carolina. The facility is located approximately 10 miles westsouthwest of Columbia and is accessible by major highways including U.S. Interstates 26 and 20. Once the product is appropriately processed, it is bagged or shipped in bulk either by rail by Norfolk Southern Corporation or by truck.

We acquired the Columbia facility in 1987 by merger with the Pennsylvania Glass Sand Corporation, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including hydraulic sizing, fluid bed drying, scalping and grinding. These production techniques allow the Columbia facility to meet a wide variety of focused specifications on product composition from customers. As such, the Columbia facility services multiple end markets, such as glass, building products, fillers and extenders, filtration and oil and gas proppants. The total net book value of the Columbia facility's real property and fixed assets as of December 31, 2019 was $14.5 million.


Dubberly, Louisiana
Our surface mines in Dubberly use natural gas and electricity to produce whole grain silica through dredge mining. The reserves are part of the Sparta Formation. The facility is located approximately 30 miles east of Shreveport and is accessible by major highways including U.S. Interstate 20 and state Highway 532. Once the product is appropriately processed, it is bagged or shipped in bulk by truck.
We acquired the Dubberly facility in 1987 by merger with the Ottawa Silica Company, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including screening, washing, fluid bed drying and conditioning to remove heavy and iron bearing minerals. These production techniques allow the Dubberly facility to meet a wide variety of focused specifications on product composition from customers. As such, the Dubberly facility services multiple end markets, such as glass, foundry and building products. The total net book value of the Dubberly facility's real property and fixed assets as of December 31, 2019 was $3.2 million.
Montpelier, Virginia
Our surface mines in Montpelier use fuel oil and electricity to produce aplite through hard rock mining. The reserves are part of an igneous rock complex that is unique to this location. The facility is located approximately 20 miles northwest of Richmond and is accessible by major highways including U.S. Interstates 64 and 95. Once the product is appropriately processed, it is packaged in bulk and shipped either by rail by Norfolk Southern Corporation or CSX Corporation or by truck.
We acquired the Montpelier facility in 1993 from The Feldspar Company, which had historically used the property to produce aplite for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including hydraulic crushing and sizing, washing, fluid bed drying and grinding. These production techniques allow the Montpelier facility to meet a wide variety of focused specifications on product composition from customers. As such, the Montpelier facility services multiple end markets, such as glass, building products and recreation. The total net book value of the Montpelier facility's real property and fixed assets as of December 31, 2019 was $14.3 million.
Hurtsboro, Alabama
Our surface mines in Hurtsboro use propane and electricity to produce whole grain silica. Sand feed for processing is trucked in from surrounding mine locations. The reserves are mined from the Cusseta member of the lower Ripley Formation. The facility is located approximately 75 miles east of Montgomery and is accessible by major highways including U.S. Interstate 85 and state Highway 431. Once the product is appropriately processed, it is shipped in bulk by truck.
We acquired the Hurtsboro facility in 1988 from Warrior Sand & Gravel Company, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including trucking in sand from surrounding locations, hydraulic sizing, screening and fluid bed drying. These production techniques allow the Hurtsboro facility to meet a wide variety of focused specifications on product composition from customers. As such, the Hurtsboro facility services multiple end markets, such as foundry, building products and recreation. The total net book value of the Hurtsboro facility's real property and fixed assets as of December 31, 2019 was $0.4 million.
Jackson, Tennessee
Our surface mines in Jackson use natural gas and electricity to produce whole grain and ground silica through dredge mining. Thesilica. Sand is purchased from a local dredging company whose reserves are part of the Clairborne Formation, which is part of the Gulf Coastal Plain-Upper Mississippi Embayment.alluvial sands associated with an ancient river system. The facility is located approximately 75 miles east of Memphis and is accessible by major highways including U.S. Interstate 40. Once the product is appropriately processed, it is shipped in bulk by truck.
We acquired the Jackson facility in 1997 from Nicks Silica Company, which had historically used the property to produce whole grain and ground silica for customers in industrial and specialty products end markets. Since acquiring the facility, we

have renovated and upgraded its production capabilities, turning it into one of our premier grinding facilities and enabling it to produce multiple products through various processing methods, including rotary drying, screening and grinding. These production techniques allow the Jackson facility to meet a wide variety of focused specifications on product composition from customers. As such, the Jackson facility services multiple end markets, such as fiberglass, building products, ceramics, fillers


and extenders and recreation. The total net book value of the Jackson facility's real property and fixed assets as of December 31, 2019 was $1.3 million.
Mauricetown, New Jersey
Our surface mines near the Mauricetown facility use natural gas, fuel oil and electricity, to produce whole grain silica through dredge mining. The reserves are mined from alluvial sands in the Maurice River Valley and are similar to those found in the Cohansey, Bridgeton and Cape May deposits. The facility is located approximately 50 miles south of Philadelphia and is accessible by major highways including U.S. Interstate 295 and state Highway 55. Once the product is appropriately processed, it is packaged in bags or bulk and shipped either by rail by Winchester & Western Railroad or by truck.
We acquired the Mauricetown facility in 1999 from Unimin Corporation, which had historically used the property to produce whole grain silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities, including the construction of a new wet processing plant, to enable it to produce multiple products through various processing methods, including washing, hydraulic sizing, fluid bed drying, rotary drying and scalping. These production techniques allow the Mauricetown facility to meet a wide variety of focused specifications on product composition from customers. As such, the Mauricetown facility services multiple end markets, such as foundry, filtration, building products and recreation. The total net book value of the Mauricetown facility's real property and fixed assets as of December 31, 2019 was $15.8 million.
Rockwood, Michigan
Our surface mines at the Rockwood facility useuses natural gas and electricity to produce whole grain silica. TheRockwood's own surface mining reserves are part of the Sylvania Formation and are notable for their low iron content, making them particularly valuable to customers producing specialty glass for architectural or alternative energy applications. Currently, sandstone ore is purchased from a local construction material company from that company's surface mining operation. The facility is located approximately 30 miles southwest of Detroit and is accessible by major highways including U.S. Interstate 75. Once the product is appropriately processed, it is packaged in bulk and shipped by rail via the Canadian National Railway or truck.
We acquired the Rockwood facility in 1987 by merger with the Ottawa Silica Company, which had historically used the property to produce whole grain and ground silica for customers in industrial and specialty products end markets. Since acquiring the facility, we have renovated and upgraded its production capabilities to enable it to produce multiple products through various processing methods, including fluid bed drying, dry screening and classifying. These production techniques allow the Rockwood facility to meet a wide variety of focused specifications on product composition from customers. As such, the Rockwood facility services multiple end markets, such as glass, building products, oil and gas proppants and chemicals. DuringThe total net book value of the fourthRockwood facility's real property and fixed assets as of December 31, 2019 was $13.5 million.
Millen, Georgia
Our Millen facility has a natural gas kiln that enables the production of specialty industrial products that require high temperature heat treatments. These products are sold to customers that produce finished goods for the building products and residential construction markets. Our initial production commenced in 2019 and is expected to become fully operational by the end of the first quarter of 2011, we completed2020. The facility is located southeast of Atlanta in Jenkins County in close proximity to high quality kaolin and silica deposits that are used as raw materials. The site can ship bulk or packaged material via truck and the Norfolk Southern railway.
We acquired the Millen facility on December 31, 2018. The facility was constructed in 2014 as a ceramic proppant facility. Our process and packaging modifications have enabled the production of cool roof granules and other specialty industrial products. The total net book value of the Millen facility's real property and fixed assets as of December 31, 2019 was $13.8 million.
Lovelock, Nevada
Our Lovelock facility is the world's largest producing diatomaceous earth (DE) plant. The facility is 90 miles northeast of Reno, next to Interstate 80. The plant has full rail service on the UPRR, but primarily produces packaged products. The plant’s proximity to the port of Oakland allows it to be the primary export plant for filter aids and fillers. Its three kilns produce calcined and flux-calcined filter aids and functional additives. It has an annual capacity of approximately 156,000 tons. A perlite expander was installed in 1994, and the site crushes and screens perlite ore from our open-pit Popcorn Mine as a raw material for the Blair, Nebraska facility as well as selling expanded perlite ore for use as a filter aid and has an annual capacity of approximately 15,000 tons. The facility uses DE ore from the open-pit Colado mine, soda ash, natural gas, and electricity to


manufacture products used as filtration media across many industries including brewing, corn wet milling, oil and gas, wineries, potable water, swimming pools and petrochemicals. In addition, filler products are used as an anti-block in polyethylene film and flattening agents in paint.
The Lovelock facility was initially commissioned in 1959. We acquired the Lovelock facility in connection with the completion of 250,000the acquisition of EPMH in May 2018. The total net book value of the Lovelock facility's real property and fixed assets as of December 31, 2019 was $33.6 million.
Vale, Oregon
Our Vale facility is the world’s third largest DE facility. Two kilns can produce calcined and flux-calcined diatomaceous earth for use as filter aids, functional additives, and low iron brewing grades of filter aids. It has an annual capacity of approximately 120,000 tons and uses DE ore from the open-pit Celatom mine, natural gas, electricity and soda ash.
The facility was originally commissioned in 1985, with the second kiln added in 1997. We acquired the Vale facility in connection with the completion of the acquisition of EPMH in May 2018. The total net book value of the Vale facility's real property and fixed assets as of December 31, 2019 was $24.6 million.
Clark, Nevada
The Clark facility utilizes a rotary kiln to produce granular DE products utilized in the soil amendment, absorbent, and carrier markets. In addition, a flash dryer process is utilized in producing natural DE powders in support of the functional additive and natural insecticide/animal feed markets. The Clark facility has an annual frac sand capacity of approximately 70,000 tons and utilizes DE ore from its surface mining, natural gas and electricity. It is located adjacent to the Truckee River, immediately accessible by Interstate 80 and serviced via the Union Pacific Railroad.
In 1945, EPM (Eagle-Picher at that time) acquired the DE deposits 20 miles east of Reno, Nevada in what is known today as Clark, Nevada. We acquired the Clark facility in connection with the completion of the acquisition of EPMH in May 2018. The total net book value of the Clark facility's real property and fixed assets as of December 31, 2019 was $26.9 million.
Fernley, Nevada
Our Fernley facility surface-mines DE and has a rotary kiln for granular DE products. The facility utilizes electricity and recycled oil to manufacture granular products used in absorbent products, soil amendments, fertilizer and pet litter. It has an annual capacity of approximately 50,000 tons and is located near Interstate 80, fifteen miles east of Fernley, Nevada.
EPM purchased the facility from Moltan Corporation in 2013. We acquired the Fernley facility in connection with the completion of the acquisition of EPMH in May 2018. The total net book value of the Fernley facility's real property and fixed assets as of December 31, 2019 was $4.0 million.
Blair, Nebraska
Our Blair facility uses natural gas, electricity, and perlite ore from our open-pit Popcorn mine that has been initially processed at our Lovelock facility. Products produced are used in the industry as a filter media in the manufacturing of bio-fuels food grade oils.
Our Blair facility began producing perlite in 2014. We acquired the Blair facility in connection with the completion of the acquisition of EPMH in May 2018. The total net book value of the Blair facility's real property and fixed assets as of December 31, 2019 was $2.5 million.
Jackson, Mississippi
Our Jackson facility, located approximately at the Rockwood facility by installing an entirely new processing circuit.
Rochelle, Illinois
Our Rochelle siteintersection of Interstate 20 and Interstate 55, uses natural gas, electricity, water, and sulfuric acid to process calcium bentonite from our open-pit mine (Fowlkes Mine) located in Monroe County, approximately 170 miles from the Jackson facility. Once the calcium bentonite is a resin coated sand processing plant.processed into finished product, the product is shipped to the animal feed, oleo bleaching/filtration or refinery catalyst/purification markets The Rochelle property was purchased in 2011, and we spent 2011 and 2012 planning and constructing a resin coating facility on the property.
The Rochelle facility has two process lines, each with the capacity to coat 200 million pounds, or 100,000 tons, of substrate. The facility has the flexibility to coat numerous substrates using novolac or polyurethane coating technology. Sand can be received andproducts are shipped both byvia bulk truck and rail leaving Jackson on the CN Railway. Packaged shipments are also made by common carriers for the North/South American markets and intermodal carriers to help meet customer requirements. Onethe ports of New Orleans, Louisiana or Mobile, Alabama for shipments to multiple overseas countries.


The processing facility sits on land leased from BASF, the former owner of the competitive strengths ofsite. EPM purchased the facility is the capability to ship by the BNSF and Union Pacific railroads to many key locations throughout United States.
Fairchild, Wisconsin
Fairchild is a sandstone deposit with over 39 million tons of proven reserves near the town of Fairchild, Wisconsin.associated mining operations from BASF in July 2017. We acquired the reservesJackson facility in 2014 from Forenergy, LLC and performed additional exploration and permitting onconnection with the sitecompletion of the acquisition of EPMH in 2015. There is no facility currently onMay 2018. The total net book value of the Jackson facility's real property and it is currently being permitted for operations. We receivedfixed assets as of December 31, 2019 was $27.5 million.
Middleton, Tennessee
The Middleton facility surface-mines montmorillonite clay, a non-metallic reclamation permit in July 2015 from Eau Claire County.high calcium bentonite, and has two rotary kilns that have a capacity of roughly 150,000 tons per year. The reserve is comprised of high purity sands of the Wonewoc Formation. The Wonewoc Sandstone Formation is known for its round, coarse grainsfacility uses natural gas, electricity, and superior crush strength properties, which makes it an ideal oilsulfuric acid to process ore. With on-site milling, screening, and gas proppant. The propertymultiple packaging capabilities, this plant serves several different industries including agriculture, sports fields, and absorbents. This facility is located approximately 3080 miles southeasteast of Eau ClaireMemphis, Tennessee and 5060 miles northsouth of our Sparta plant; it is accessible byJackson, Tennessee.
EPM purchased the Union Pacific rail linemines and highways including Interstate 94 and state Highways 10 and 12.

Batesville, Arkansas
Whitebuck is a sandstone deposit with over 34 million tons of probable reserves nearprocessing facility from the town of Batesville, Arkansas.Moltan Company in early 2013. We acquired the reservesMiddleton facility in 2010 from White Buck, LLC. There is no facility onconnection with the completion of the acquisition of EPMH in May 2018. The total net book value of the Middleton facility's real property and it is not currently fully permitted. The deposit has high purity sandstone and can provide a long-term supplement to the reserves at our Mill Creek operations. The reserves are partfixed assets as of the St. Peter Sandstone deposit, which is part of the same formation being mined at our Ottawa and Pacific operations. The property is located approximately 85 miles northeast of Little Rock and is accessible by highways including state Highways 67 and 167.December 31, 2019 was $8.0 million.
Our Reserves
We believe we have a broad and high-quality mineral reservesreserve base due to our strategically located mines and facilities. “Reserves” are defined by SEC Industry Guide 7 as that part of a mineral deposit which could be economically and legally extracted or produced at the time of the reserve determination. Industry Guide 7 divides reserves between “proven (measured) reserves” and “probable (indicated) reserves” which are defined as follows:
Proven (measured) reserves. Reserves for which (1) quantity is computed from dimensions revealed in outcrops, trenches, workings or drill holes; grade and/or quality are computed from the results of detailed sampling and (2) the sites for inspection, sampling and measurement are spaced so closely and the geologic character is so well defined that size, shape, depth and mineral content of reserves are well-established.
Probable (indicated) reserves. Reserves for which quantity and grade and/or quality are computed from information similar to that used for proven (measured) reserves, but the sites for inspection, sampling, and measurement are farther apart or are otherwise less adequately spaced. The degree of assurance, although lower than that for proven (measured) reserves, is high enough to assume continuity between points of observation.
Proven (measured) reserves. Reserves for which (1) quantity is computed from dimensions revealed in outcrops, trenches, workings or drill holes; grade and/or quality are computed from the results of detailed sampling and (2) the sites for inspection, sampling and measurement are spaced so closely and the geologic character is so well defined that size, shape, depth and mineral content of reserves are well-established.
Probable (indicated) reserves. Reserves for which quantity and grade and/or quality are computed from information similar to that used for proven (measured) reserves, but the sites for inspection, sampling, and measurement are farther apart or are otherwise less adequately spaced. The degree of assurance, although lower than that for proven (measured) reserves, is high enough to assume continuity between points of observation.
We categorize our reserves as proven or probable in accordance with these SEC definitions. We estimate that we had a total of approximately 467586 million tons of proven and probable mineable mineral reserves as of December 31, 2016.2019. Compared to 400683 million tons of proven and probable mineable mineral reserves we had as of December 31, 2015,2018, the increasedecrease of 6797 million tons was primarily due to our NBI Acquisitionadjustments and a purchasemining, partly offset by the addition of diatomaceous earth, clay, and perlite reserves adjacent to our Ottawa, Illinois facility during the year ended December 31, 2016. 2019.
The quantity and nature of the mineral reserves at each of our properties are estimated by our internal Geology and Mine Planning department.departments. Our geology and mining engineer updatesstaff update our reserve estimates annually, making necessary adjustments for operations at each location during the year and additions or reductions due to property acquisitions and dispositions, quality adjustments and mine plan updates. Before acquiring new reserves, we perform surveying, drill core analysis and other tests to confirm the quantity and quality of the to-be acquired reserves. In some instances, we acquire the mineral rights to reserves without actually taking ownership of the properties.
Description of Deposits
The following is a description of the nature of our silica sand and aplite deposits for each of our reserve locations:
Crane County, Texas
The deposit has a minimum silica (SiO2) content of 98%. The controlling attributes are grain crush strength and size distribution. All areas of the deposit are characterized by clean, low-clay content sand in windblown dunes. In many areas, a more clayey sand lies beneath the clean sand. In all cases the sand is unconsolidated.


Lamesa, Texas
The deposit has a minimum silica (SiO2) content of 98%. The controlling attributes are grain crush strength and size distribution. All areas of the deposit are characterized by clean, low-clay content sand in windblown dunes. In many areas, a more clayey sand lies beneath the clean sand. In all cases the sand is unconsolidated.
Festus, Missouri
The deposit has a minimum silica (SiO2) content of 98%. The controlling attributes are grain crush strength and size distribution. The top half of the deposit tends to have a coarser grain size distribution and exhibits stronger rock.
Ottawa, Illinois
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are grain crush strength, iron (Fe2O3) content and grain size distribution. Iron is concentrated near the surface, where orange iron staining is evident and also increases where the bottom contact becomes concentrated in iron pyrite. Maximum average full facefull-face iron content is 0.045%. The deposit tends to runexhibit a coarser grain size distribution in the top half of deposit.
Voca, Texas
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are sand grain crush strength and size distribution. The majority of the sand reserves are hosted within the Hickory Sandstone, the basal member of the Riley Formation. The Cambrian age Hickory sandstone member consists chiefly of yellow, brown, or red sandstone overlying Pre-Cambrian granites.
Tyler, Texas
The deposit has a minimum silica (SiO2) content of 98%. The controlling attributes are crush strength and size distribution of the sand grains. The Queen City Sand formation, an Eocene Age unconsolidated sand deposit, makes up the Tyler reserves. The Queen City Sand consists mainly of white, brown, and grayish-green sand found mostly as loose particles.

Mill Creek, Oklahoma
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are iron (Fe2O3) content, calcium (CaO) content and grain size distribution. The sand/overburden contact is occasionally concentrated in calcium and any sand with greater than 0.03% CaO is removed during the overburden removal process. Sand with iron greater than 0.03% Fe2O3 is not mined.
Sparta, Wisconsin
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are sand grain crush strength and size distribution. A thin layer of silt overlies the 50 to 100 foot thick100-foot-thick sand deposit. The deposit is unconsolidated and well graded and can be used to manufacture fourthree main API product grades, 100-Mesh, 40/70, 30/50, and 20/40.
Utica, Illinois
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are sand grain crush strength and size distribution. The deposit is40 as well graded and can produce a variety of products.as the non-API 100-mesh product.
Mapleton Depot, Pennsylvania
The deposit has a minimum silica (SiO2) content of 99%. The controlling attribute is iron (Fe2O3). Ore that as most sales have low iron specifications. Higher-iron ore is higher than 0.06%stockpiled and used when oil and gas proppant production is required or is blended when very low iron ore is not mined. Ore less than 0.06% iron is mined and blended for feed to plant.available.
Pacific, Missouri
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are iron (Fe2O3) and calcium (CaO) content. Calcium can be concentrated at the upper sand contact with overlying carbonate cap rock. This enriched calcium zone is known from drill sample results and is stripped during the overburden removal process. Average full mining face washed sand samples are less than 0.03% iron and 0.05% calcium.
Kosse, Texas
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are iron content (Fe2O3), sand grain crush strength and size distribution. Up to three different pits mayMultiple areas of deposit can be mined at any one time to assure consistency of ore and to smooth out variability of attributes. Maximum sand irons are 0.045%.
Berkeley Springs, West Virginia
The deposit has a minimum silica (SiO2) content of 99%. The controlling attribute is iron (Fe2O3). Ore that is higher than 0.06% iron is not mined. Ore less than 0.06% iron is mined and blended for feed to plant.
Columbia, South Carolina


The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are iron content (Fe2O3) and percentage of clay/slimes. Clay content increases at depth and generally the pit bottom follows a marker bed at 250-foot elevation where clay content is in excess of 11%. Generally, sand having iron values greater than 0.03% is not mined.
Dubberly, Louisiana
The deposit has a minimum silica (SiO2) content of 99%. The controlling attributes are iron (Fe2O3) content and grain size distribution. Mining full-face average for iron is 0.045%. The grain size distribution averages greater than 25% plus 50 mesh. Fine and coarse areas are blended to meet the grain size average.
Montpelier, Virginia
The Montpelier anorthosite contains andesine feldspar which is mined and processed to create an alumina rich product. The general term aplite is used to denote the product. The controlling attributes are titanium (TiO2), aluminum (AI2O3), iron (Fe2O3) and phosphorous (P2O5).
The Montpelier anorthosite is approximately 1,000 million years in age and intruded into the older Precambrian Sabot Gneiss. The overall dome shape of the orebody has been altered by multiple structural and metamorphic events that result in the

present day foliated and folded deposit. The deposit is highly weathered and soft near the surface. Hardness and strength increase with depth.
Aplite is used as a flux agent in glass making and is sold to the same glass end markets and used in the same processes and in a similar manner as our silica product.
Hurtsboro, Alabama
The deposit has a minimum silica (SiO2) content of 99%. The controlling attribute is grain size distribution. Sand reserves are located on the crests of rolling hills and mining occurs from multiple pits and faces within pits to assure optimum grain size distribution is available to meet the market product mix.
Jackson, Tennessee
The deposit has a minimum silica (SiO2) content of 99%. The controlling attribute of iron (Fe2O3) content is managed through keeping clay overburden from intermixing with the sand and maintaining adequate washing of sand in the wet processing of the sand.
Mauricetown, New Jersey
The deposit has a minimum silica (SiO2) content of 99%. ThereThe controlling attribute is no critical attribute in the mining of this deposit other than that occasionalgrain size distribution. Occasional zones high in clay are avoided in the course of dredge mining.
Rockwood, Michigan
The deposit has a minimum silica (SiO2) content of 99%. The controlling attribute is iron content (Fe2O3). Mineable sand must have less than 0.01% Fe2O3.
Fairchild, WisconsinMiddleton, Tennessee and Mississippi
The deposits are calcium montmorillonite clays hosted in the Porters Creek formation (a deltaic clay deposit on the east flank of the Mississippi embayment) with ore types of low to high density black and brown clay interbedded with sand and silt laminations.
Clark, Nevada
The deposits are composed of freshwater diatomaceous earth, capped with basalt, and interbedded with volcanic ash and tephra units. The deposits are primarily amorphous silicate (SiO2) composition with controlling trace attributes.
Lovelock, Nevada
The deposits are composed of freshwater diatomaceous earth with the primary diatom species of Melosira granulata, typically capped with basalt, and interbedded with volcanic ash and tephra units. The deposits are primarily amorphous silicate (SiO2) composition with controlling trace attributes.


Fernley, Nevada
The deposits are composed of freshwater diatomaceous earth interbedded with minor volcanic ash and tephra units. The deposits are primarily amorphous silicate (SiO2) composition with controlling trace attributes.
Fowlkes Mine, Mississippi
The deposit occurs in the Tombigbee Sand in Mississippi and is composed of 90% clay, 100% of which is montmorillonite. It holds approximately 1/3 bound water by volume and is dark gray in color, frequently with a greenish tint. It is primarily of the calcium/magnesium type of bentonite. Tombigbee Sand bentonite contains byproducts of volcanic ash degradation and leading evidence suggests the ash came from volcanic vents on the Sharkey Platform, 130 miles to the southwest. The clay deposit contains calcareous concretions that have to be removed as part of the mining operations.
Hazen Mine, Nevada
The deposits are primarily amorphous silicate (SiO2) composition with controlling trace attributes.
Popcorn Mine, Nevada
Perlite is an aqueous rich volcanic glass which was deposited beneath sea water and quenched. Upon crushing and heating, perlite's high-water saturation permits rapid expansion or popping.
Colado Mine, Nevada
The deposits are composed of freshwater diatomaceous earth with the primary diatom species of Melosira granulata, typically capped with basalt, and interbedded with volcanic ash and tephra units. The deposits are primarily amorphous silicate (SiO2) composition with controlling trace attributes.
Celatom Mine, Oregon
The deposits are composed of freshwater diatomaceous earth with the primary diatom species of Melosira granulata, interbedded with volcanic ash and clay units. The deposits are primarily amorphous silicate (SiO2) composition with controlling trace attributes.
Cheto Mine, Arizona
The deposit has a minimum silica content (SiO2) of 68%, alumina content (Al2O3) of 17%, calcium (CaO) content of 99%around 3%, and magnesium (MgO) content of around 5%. The controlling attributes are sand grain crush strength and size distribution. Topsoil, clay and eroded sand coverIt is classified of the 40 to 100 feet thick sandstone formation. montmorillonite type, primarily of the calcium/magnesium type of bentonite.
Fallon, Nevada
The deposit is well gradeda greenfield diatomite deposit currently in the process of permitting. This a deposit of fresh water diatoms deposits. Melosira granulata is the primary species of diatom present with varying degreesminor traces of consolidation.
Batesville, Arkansas
The deposit has a minimum silica (SiO2) content of 99%. The controlling attribute is iron (Fe2O3) content. The deposit has two horizons; a low iron horizon where sand has less than 0.009% Fe2O3volcanic ash and a regular iron horizon where sand has greater than 0.009% Fe2O3.basalt detritus.
Mineral Rights
The mineral rights and access to mineral reserves for the majority of our operations are secured through land that is owned in fee. There are no underlying agreements and/or royalties associated with Berkeley Springs, Dubberly, Jackson, Kosse, Mauricetown, Montpelier, Ottawa, Pacific, Rockwood, Sparta, Tyler, Utica, Vocaour locations other than those listed below. None of our operations, except as listed below, are on government land and, Batesville.accordingly, we do not have any other government leases or associated mining claims.
The mineral rights and access to mineral reserves at our Mill Creek operation are a combination of land owned in fee and one mineral lease. A non-participating royalty is paid to the original sellers of the fee property that covers 96%almost all of the reserves. The lease agreements involve an annual minimum payment and a non-participating per-ton production royalty payment.payment expiring on December 31, 2019.
The Columbia operation mineral reserves and rights are secured under a long-term mineral lease. The lease includes an annual minimum payment and a production royalty based on gross revenue.revenue expiring on April 24, 2021.


The Hurtsboro operation mineral reserves and rights are secured under twothree mineral leases. BothThey are long-term leases that include an annual minimum payment and a production royalty payment based on average selling price.price expiring from May 2019 through March 2027. These mineral leases are renewed for 2 to 10 year periods and have been renewed in the past, and it is expected that if mining is still occurring on these properties the leases can be extended again.
The mineral rights and access to mineral reserves at our Kosse operation are a combination of land owned in fee and one long-term mineral lease. The lease is for 25 acres and a minimum royalty is paid annually.

annually expiring on November 26, 2042.
The Mapleton Depot operation mineral reserves and rights are secured under twothree long-term mineral leases. One of the leases is with a Commission of the Pennsylvania State government. Annual minimum royalty is nominal, and production royalty payments are based on selling price with a minimum per-ton royalty.royalty expiring from June 2021 through August 2025.
The Festus operation leases its reserves from another company that is also the mining contractor for those reserves. There is a royalty associated with the mineral lease agreement expiring on December 31, 2048.
When our Fairchild reserve wasthe Crane County operation mineral reserves were acquired, we entered into a royalty agreement with the company that sold us the land. The non-participating royalty interest is perpetual and based on tons of frac sand sold. Currently the site remains undeveloped.
NoneThe Clark operation mineral reserves and rights are secured by a combination of our operationsland owned in fee, unpatented placer claims and a mineral lease.  A lease covers unpatented placer claims expiring on December 12, 2022 and includes a minimum royalty and production royalty clause with credits.
The Fernley operation mineral reserves and rights are secured by a combination of land owned in fee and unpatented placer claims.
The Fowlkes operation mineral reserves and rights are secured by a combination of land leased, for which royalty obligations expired in November 2018, and land owned in fee simple.
The Hazen Mine mineral reserves and rights are secured by a combination of land owned in fee and unpatented placer claims. A mineral lease covers unpatented placer claims on governmentfederal lands expiring September 12, 2020, with royalty obligations.
The Popcorn Mine mineral reserves and rights are secured by lode claims.
The Colado Mine mineral reserves and rights are secured by owned claims on federal land and accordingly, we do not have any government leases or associated mining claims.an evergreen land lease.
The Celatom Mine mineral reserves and rights are secured by a combination of land owned in fee, unpatented placer claims, unpatented mill site claims and mineral leases. Some of the leased unpatented mineral rights are state owned.
The Cheto Mine mineral reserves and rights consist of leased private land for which a minimum annual royalty is owed as well as a per ton royalty with a credit back against the minimum annual royalty.
The Fallon Mine mineral reserves and rights are secured by unpatented placer claims on federal lands.



Summary of Reserves
We follow SEC Industry Guide 7 in determining our mineral reserves. Exploration samples are evaluated in our laboratory facilities to assess product quality and mining/processing parameters. Members of our sales management team assess the salability of the product(s). Geologic, topographic and site data are used to create a geologic model and mining plan. We prepare an analysis of operating costs, capital costs and long-term anticipated sales volume and price to ensure the economic viability of the reserve. In performing feasibility economic analysis for purposes of categorizing proven and probable reserves, we considered a range of average sales price assumptions: for commercial silica, from $30 per ton for some of our Oil & Gas Proppants sands to $80 per ton for high-quality glass sand in our Industrial & Specialty Products segment; for diatomaceous earth, from $65 to $1015 per ton; for clay, from $60 to $2500 per ton; and for perlite, $70 to $1600 per ton. Reserve estimates are updated when necessary to account for new geologic, mining, sales or cost data.
The following table provides information on our production facilities that have reserves as well as our undeveloped sites in Fairchild, Wisconsin and Batesville, Arkansas, as of December 31, 2016.2019. Included is the location and area of the facility; the type, amount and ownership status of its reserves; and the primary end markets that it serves. Our facility in Rochelle, Illinois has no reserves.
Mine/Plant Location Acreage Owned/Leased 
Proven
Reserves
 
Probable
Reserves
 
Combined
Proven
and
Probable
Reserves
 
2016
Tons
Mined
 
Primary
End
Markets
Served
  (in acres) (tonnage data in thousands)  
Ottawa 2,100 owned 132,238
 
 132,238
 (3,657) Oil and gas proppants, glass, chemicals, foundry
Voca 1,061 owned 32,247
 41,900
 74,147
 (2,199) Oil and gas proppants
Tyler 1,356 owned 20,745
 20,100
 40,845
 (555) Oil and gas proppants
Mill Creek 
2,174 owned
16 mineral lease
 
 13,617
 13,617
 (1,504) Oil and gas proppants, glass, foundry, building products
Sparta 660 owned 26,491
 2,740
 29,231
 (1,367) Oil and gas proppants
Utica 148 owned 9,291
 
 9,291
 (1,555) Oil and gas proppants
Mapleton 
1,761 owned
194 mineral lease
98 access lease
 3,410
 2,100
 5,510
 (545) Glass, building products
Pacific 524 owned 16,848
 7,994
 24,842
 (529) Oil and gas proppants, glass, foundry, fillers and extenders
Kosse 
1,053 owned
25 mineral lease
 10,830
 
 10,830
 (68) Oil and gas proppants, glass, recreational products
Berkeley 4,435 owned 2,261
 6,000
 8,261
 (370) Glass, building products, fillers and extenders
Columbia 
648 lease
204 owned
 5,181
 
 5,181
 (400) Glass, building products, fillers and extenders
Dubberly 
356 owned

 4,803
 
 4,803
 (236) Glass, foundry, building products
Montpelier(1)
 824 owned 
 13,189
 13,189
 (292) Glass, building products
Hurtsboro 
117 owned
1,108 mineral lease
 627
 
 627
 (109) Foundry, building products
Jackson 132 owned 
 145
 145
 (146) Fiberglass, building products
Mauricetown 1279 owned 12,084
 
 12,084
 (234) Filtration, foundry, building products
Rockwood (2)
 872 owned 8,363
 
 8,363
 
 Glass, building products
Fairchild 632 owned 38,975
 
 38,975
 
 
Batesville 477 owned 
 34,732
 34,732
 
 
Total   324,394
 142,517
 466,911
 (13,766)  
Mine/Plant Location Acreage Owned/Leased Proven Reserves Probable Reserves Combined Proven and Probable Reserves Estimated Processing Recovery Percentages 2019 Tons Mined Primary End Markets Served
  (in acres) (tonnage data in thousands)  
Crane County, TX 3,200 owned 120,407
 47,500
 167,907
 85% 2,370
 
Oil and gas proppants(3)
Lamesa, TX 3,523 owned 92,021
 6,800
 98,821
 85% 4,774
 
Oil and gas proppants(3)
Festus, MO 635 leased 15,450
 7,411
 22,861
 84% 868
 
Oil and gas proppants(3)
Ottawa, IL 2,100 owned 93,125
 26,932
 120,057
 89% 3,720
 
Oil and gas proppants(3), glass, chemicals, foundry(4)
Mill Creek, OK 2,174 owned
16 mineral lease
 
 11,505
 11,505
 61% 2,045
 
Oil and gas proppants(3), glass, foundry, building products(4)
Sparta, WI 660 owned 20,767
 2,740
 23,507
 85% 2,162
 
Oil and gas proppants(3)
Mapleton Depot, PA 1,761 owned
194 mineral lease
98 access lease
 1,674
 2,100
 3,774
 81% 315
 
Glass, building products(4)
Pacific, MO 524 owned 12,300
 7,994
 20,294
 83% 874
 
Oil and gas proppants(3), glass, foundry, fillers and extenders(4)
Kosse, TX 1,053 owned
25 mineral lease
 10,830
 
 10,830
 40% 
 
Oil and gas proppants(3), building products, recreational products(4)
Berkeley Springs, WV 4,435 owned 937
 6,000
 6,937
 72% 285
 
Glass, building products, fillers and extenders(4)
Columbia, SC 648 leased
204 owned
 3,745
 
 3,745
 72% 462
 
Glass, building products, fillers and extenders(4)
Dubberly, LA 356 owned
 4,194
 
 4,194
 82% 106
 
Glass, foundry, building products(4)
Montpelier(1), VA
 824 owned 
 12,604
 12,604
 39% 169
 
Glass, building products(4)
Hurtsboro, AL 117 owned
1,108 mineral lease
 184
 
 184
 83% 138
 
Foundry, building products(4)
Mauricetown, NJ 1,279 owned 11,403
 
 11,403
 55% 152
 
Filtration, foundry, building products(4)
Rockwood (2), MI
 872 owned 8,363
 
 8,363
 % 
 
Glass, building products(4)
Middleton, TN 1,178 owned 1,468
 12,001
 13,469
 66% 325
 
Absorbent for automotive, industrial(4)


Clark, NV 2,690 owned 2,813 leased 2,237
 1,530
 3,767
 78% 52
 
Absorbents, catalysts, supports filtration(4)
Fernley, NV 5,668 owned 1,526
 
 1,526
 60% 90
 
Absorbent for automotive, industrial(4)
Fowlkes Mine, MS 502 owned / 146 leased 
 1,275
 1,275
 100% 54
 
Edible oil, petrochemical, animal feed(4)
Hazen Mine, NV 120 owned 1,135 leased 337
 84
 421
 90% 21
 
 Calcium silicate insulation(4)
Popcorn Mine, NV 200 owned 4,662
 2,709
 7,371
 93% 
 
Filtration for wine, sugar, enzymes(4)
Colado Mine, NV 3,773 owned 7,025 leased 967
 3,228
 4,195
 83% 144
 
Filtration for brewing, wine, swimming pools, sweeteners; additives for coatings, LDPE film(4)
Celatom Mine, OR 4,998 owned 2,120 leased 
 25,282
 25,282
 90% 38
 
Filtration for brewing, wine, swimming pools, sweeteners; additives for coatings(4)
Cheto Mine, AZ 10,240 leased 
 572
 572
 100% 8
 
Static desiccant(4)
Fallon, NV 840 owned 
 935
 935
 70% 
 
Filtration for brewing, wine, swimming pools, sweeteners; additives for coatings, LDPE film(4)
Total   406,597
 179,202
 585,799
   19,172
  
(1)Montpelier’s reserves are comprised entirely of the mineral aplite.
(2)Rockwood's products were produced, from or sourced, from a third party. It did not mine any of its reserves in 2016.2019.
(3)Oil & Gas Proppants segment
(4)Industrial & Specialty Products segment



Our Properties and Logistics Network
InWe continue to strategically position our supply chain in order to expanddeliver sand according to our customers' needs, whether at a plant, a transload, or at the wellhead. We believe that our supply chain network and leverage our logistics capabilities to meet our customers’ needs in oil and gas basins, we continue to expand our transload network to ensure product is available to meet the in-basin needs of our customers. This approach allowsare a competitive advantage that enables us to provide strong customersuperior service for our customers and putspositions us in a position to take advantage of opportunistic spot market sales. As of December 31, 2016,2019, we have 50had 40 transload facilities strategically located in or near all the major shale basins in the United States. All transload facilities, threeMost of whichour transloads are owned by us, are generally operated by third-party transload service providers via service agreements, which include both longer term contracts (generally 2 to 5 years) and month-to-month arrangements.
We lease a significant number of railcars for shipping purposes and for short-term storage of our products, particularly our frac sand products. As of December 31, 2016,2019, we had a leased a fleet of 6,4146,979 railcars, of which 1,6822,271 railcars were in storage. We anticipate our rail car fleet utilization to continue to improve as cars' leases end, the frac sand market recovers and we increase rail operations from the Tyler, Texas facility.
Our recent acquisition of Sandbox extendsSandBox extended our delivery capability directly to our customers' wellhead locations. SandboxSandBox provides “last mile” logistics to companies in the oil and gas industry, which increases efficiency and provides a lower cost logistics solution for our customers. SandboxSandBox has operations in Midland/Odessa, Texas; Morgantown, West Virginia; western North Dakota; northeast of Denver, Colorado; Oklahoma City, OK;the major United States oil and Cambridge, Ohio,gas producing regions, including the Permian Basin, Eagle Ford Shale, Mid-Con, Rocky Mountains and the Marcellus/Utica Shale, where its majorlargest customers are located. We expect we will continue to make strategic investments and develop partnerships with transload operators and transportation providers that will enhance our portfolio of supply chain services that we can provide to customers.

The map below shows the location of our our production facilities, transload facilities, SandBox operation sites and Sandbox operation sites:Corporate offices:                 


    slca10kmap0207020.jpg



ITEM 3.LEGAL PROCEEDINGS
In addition to the mattermatters described below, we are subject to various legal proceedings, claims, and governmental inspections, audits or investigations arising out ofincidental to our business, which can cover matters such as general commercial, governmental regulations, antitrust and trade regulations, product liability, environmental, intellectual property, employment and other actions.matters. Although the outcomes of these ordinary routine claims cannot be predicted with certainty, in the opinion of management, the ultimate resolution of these matters will not have a material adverse effect on our financial position or results of operations.
Prolonged inhalation of excessive levels of respirable crystalline silica dust can result in silicosis, a disease of the lungs. Breathing large amounts of respirable silica dust over time may injure a person’s lungs by causing scar tissue to form. Crystalline silica in the form of quartz is a basic component of soil, sand, granite and most other types of rock. Cutting, breaking, crushing, drilling, grinding and abrasive blasting of or with crystalline silica containing materials can produce fine silica dust, the inhalation of which may cause silicosis, lung cancer and possibly other diseases including immune system disorders such as scleroderma. Sources of exposure to respirable crystalline silica dust include sandblasting, foundry manufacturing, crushing and drilling of rock, masonry and concrete work, mining and tunneling, and cement and asphalt pavement manufacturing.
Since at least 1975, we and/or our predecessors have been named as a defendant, usually among many defendants, in numerous lawsuits brought by or on behalf of current or former employees of our customers alleging damages caused by silica exposure. Prior to 2001, the number of silicosis lawsuits filed annually against the commercial silica industry remained relatively stable and was generally below 100, but between 2001 and 2004 the number of silicosis lawsuits filed against the commercial silica industry substantially increased. This increase led to greater scrutiny of the nature of the claims filed, and in June 2005 the U.S. District Court for the Southern District of Texas issued an opinion in the former federal silica multi-district litigation remanding almost all of the 10,000 cases then pending in the multi-district litigation back to the state courts from which they originated for further review and medical qualification, leading to a number of silicosis case dismissals across the United States. In conjunction with this and other favorable court rulings establishing “sophisticated user” and “no duty to warn” defenses for silica producers, several states, including Texas, Ohio and Florida, have passed medical criteria legislation that requires proof of actual impairment before a lawsuit can be filed.
As a result of the above developments, the filing rate of new claims against us over the past few years has decreased to below pre-2001 levels, and we were named as a defendant in one, zerotwenty, and twozero new silicosis cases filed in 2014, 20152019, 2018 and 2016,2017, respectively. The main driver of the increase in cases filed in 2018 is 16 claims arising out of a single location in Mississippi. As of December 31, 2016,2019, there were a total of 7458 active silica-related productsproduct liability claims pending in which we wereU.S. Silica is a defendant and 1 inactive claim.defendant. Almost all of the claims pending against us arise out of the alleged use of our silica products in foundries or as an abrasive blast media and involve various other defendants. Prior to the fourth quarter of 2012, we had insurance policies for both our predecessors that cover certain claims for alleged silica exposure for periods prior to certain dates in 1985 and 1986 (with respect to certain insurance). As a result of a settlement with a former owner and its insurers in the fourth quarter of 2012, some of these policies are no longer available to us and we will not seek reimbursement for any defense costs or claim payments from these policies. Other insurance policies, however, continue to remain available to us and will continue to make such payments on our behalf.
The silica-related litigation brought against us to date has not resulted in material liability to us. However, we continue to have silica-related productsproduct liability claims filed against us, including claims that allege silica exposure for periods for which we do not have insurance coverage. Any such pending or futureAlthough the outcomes of these claims or inadequaciescannot be predicted with certainty, in the opinion of our insurance coverage couldmanagement, it is not reasonably possible that the ultimate resolution of these matters will have a material adverse effect on our business, reputationfinancial position or results of operations.operations that exceeds the accrual amounts. For more information regarding silica-related litigation, see Part I, Item 1A “Risk Factors—Risks Related to Our Business—Silica-related health issues and litigation could have a material adverse effect1A. Risk Factors of this Annual Report on our business, reputation or results of operations.” Form 10-K.
ITEM 4.MINE SAFETY DISCLOSURES
Safety is one of our core values and we strive for excellence in the achievement ofto achieve a workplace free of injuries and occupational illnesses. Our health and safety leadership team has developed comprehensive safety policies and standards, which include detailed standards and procedures for safe production addressingand address topics such as employee training, risk management, workplace inspection, emergency response, accident investigation and program auditing. We place special emphasis on the importance of continuous improvement in occupational health, personal injury avoidance and prevention, emergency preparedness, and property damage elimination. In addition to strong leadership and involvement from all levels of the organization, these programs and procedures form the cornerstone of our safety initiatives ensuring that employees are provided a safe and healthy environment and are intended as a means to reduce workplace accidents, incidents and losses, comply with all mining-related regulations and provide support for both regulators and the industry to improve mine


safety. While we want to have productive operations in full regulatory compliance, we know it is equally essential that we motivate and train our people to think, practice and feel a personal responsibility for health and safety on and off the job.

All of our production facilities, with the exception of our resin-coated sandBlair, Nebraska, facility, are classified as mines and are subject to regulation by the Federal Mine Safety and Health Administration ("MSHA")MSHA under the Federal Mine Safety and Health Act of 1977 (the “Mine Act”).Act. MSHA inspects our mines on a regular basis and issues various citations and orders when it believes a violation has occurred under the Mine Act. Following passage of The Mine Improvement and New Emergency Response Act of 2006, MSHA significantly increased the numbers of citations and orders charged against mining operations. The dollar penalties assessed for citations issued has also increased in recent years. Information concerning mine safety violations or other regulatory matters required by Section 1503(a) of the Dodd-Frank Wall Street Reform and Consumer Protection Act and Item 104 of Regulation S-K (17 CFR 229.104) is included in Exhibit 95.1 to this Annual Report filed on Form 10-K.


PART II.
 
ITEM 5.MARKET FOR REGISTRANT’S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIES
Market Information
Shares of our common stock, traded under the symbol “SLCA,”“SLCA”, have been listed and publicly traded on the New York Stock Exchange since February 1, 2012, when our common stock was listed and began trading on the NYSE.
The following table sets forth for the indicated periods, the high and low sales prices, per share, for our common stock on the NYSE:
 Sales Price
 High Low
Fiscal 2016   
First Quarter$22.72
 $14.96
Second Quarter$35.60
 $22.14
Third Quarter$46.56
 $32.73
Fourth Quarter$58.24
 $42.47
Fiscal 2015   
First Quarter$35.61
 $23.71
Second Quarter$39.07
 $28.43
Third Quarter$27.75
 $13.59
Fourth Quarter$21.99
 $13.78
2012.
Holders of Record
On February 21, 2017,2020, there were 81,061,84073,750,501 shares of our common stock outstanding, which were held by approximately 78107 stockholders of record. Because many of our shares of common stock are held by brokers and other institutions on behalf of stockholders,beneficial owners, we are unable to estimate the total number of stockholders represented by these record holders. For additional information related to ownership of our stock by certain beneficial owners and management, refer to Part III, Item 12, “Security12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.
Dividend
We pay dividends on our common stock afterif the Board declares them. Management and the Board remain committed to evaluating additional ways of creating shareholder value. Any determination to pay dividends and other distributions in cash, stock, or property by U.S. Silica in the future will be at the discretion of the Board and will be dependent on then-existing conditions, including our business conditions, our financial condition, results of operations, liquidity, capital requirements, contractual restrictions including restrictive covenants contained in debt agreements and other factors.
In 2015 and 2016, we declared dividends as follows:
Declaration dateDividends per common share
February 12, 2015$0.125
May 8, 2015$0.125
July 24, 2015$0.125
November 9, 2015$0.0625
February 22, 2016$0.0625
May 5, 2016$0.0625
July 21, 2016$0.0625
November 3, 2016$0.0625

Purchase of Equity Securities by the Issuer and Affiliated Purchasers
From time to time, we repurchase our common stock in the open market pursuant to programs approved by our Board of Directors, or the Board. We may repurchase our common stock for a variety of reasons, such as to offset dilution related to equity-based incentives and to optimize our capital structure.
In June 2012, the Board authorized us to repurchase up to $25 million of our common stock for a period of 18 months. In December 2014, the Board authorized an increase in the Company's share repurchase program from $25 million to up to $50 million. As of December 31, 2016, the board has extended this authorization through December 11, 2017. We are authorized to repurchase, from time to time, shares of our outstanding common stock on the open market or in privately negotiated transactions. Stock repurchases will be funded using our available liquidity. The timing and amount of stock repurchases will depend on a variety of factors, including the market conditions as well as corporate and regulatory considerations. The share repurchase program may be suspended, modified or discontinued at any time and we have no obligation to repurchase any additional amount of our common stock under the program. We intend to make all repurchases in compliance with applicable regulatory guidelines and to administer the plan in accordance with applicable laws, including Rule 10b-18 of the Securities Exchange Act of 1934, as amended. As part of the program, as of December 31, 2016, we have repurchased 706,093 shares of our common stock at an average price of $23.83 and are authorized to repurchase up to an additional $33.2 million of our common stock.
We consider several factors in determining when to make share repurchases including, among other things, our cash needs, the availability of funding, our future business plans and the market price of our stock. We expect that cash provided by future operating activities, as well as available liquidity, will be the sources of funding for our share repurchase program. BasedFor more information see Note D - Capital Structure and Accumulated Comprehensive Income (Loss) to our Consolidated Financial Statements in Part II, Item 8 of this Annual Report on the anticipated amounts to be generated from those sources of funds in relation to the remaining authorization approved by our Board under the June 2012 share repurchase program, we do not expect that future share repurchases will have a material impact on our short-term or long-term liquidity.Form 10-K.
The following table presents the total number of shares of our common stock that we purchased during the fourth quarter of 2016,2019, the average price paid per share, the number of shares that we purchasedrepurchased as part of our publicly announcedshare repurchase program, and the approximate dollar value of shares that still could have been purchasedrepurchased at the end of the applicable fiscal period pursuant to our June 2012 share repurchase program:
Period
Total Number of
Shares
Purchased
 
Average Price
Paid Per
Share
 
Total Number of
Shares Purchased as
Part of Publicly
Announced
Program(1)
 
Maximum Dollar Value of
Shares that May Yet
Be Purchased Under
the Program(1)
October 2016
(2) 
$
 
  
November 201613,484
(2) 
$44.95
 
  
December 2016
(2) 
$
 
  
Total13,484
  $44.95
 
 $33,173,725
PeriodTotal Number of
Shares Withheld or Forfeited
 Average Price
Paid Per
Share
 
Total Number of
Shares Purchased as
Part of Publicly
Announced Program
(1)
 
Maximum Dollar Value of
Shares that May Yet
Be Purchased Under
the Program
(1)
October 1, 2019 - October 31, 2019
 $
 
 126,540,060
November 1, 2019 - November 30, 20195,750
(2) 
$5.21
 
 126,540,060
December 1, 2019 - December 31, 201910,517
(2) 
$5.37
 
 126,540,060
Total16,267
 $5.32
 
  


(1)
A program coveringIn May 2018, our Board of Directors authorized and announced the repurchase of up to $25$200 million of our common stock was initially announced in June 2012 and was increased to $50 million in December 2014. This program expires on December 11, 2017.
stock.
(2)
Representsshares withheld by U.S. Silica to pay taxes due upon the vesting of employee restricted stock and restricted stock units.
units for the months ended November 30 and December 31, 2019, respectively.

Securities Authorized for Issuance under Equity Compensation Plans
The table below contains information about securities authorized for issuanceWe did not repurchase any shares of common stock under our Amended and Restated 2011 Incentive Compensation Plan (the “2011 Plan”) as ofshare repurchase program during the three months ended December 31, 2016. The features of the 2011 Plan are disclosed further in Note N - Equity-based Compensation to our consolidated Financial Statements in Part II, Item 8 of this Annual Report on Form 10-K.
 
Number of securities
to be issued upon
exercise of
outstanding options,
warrants and rights (A)
 
Weighted-average
exercise price of
outstanding
options, warrants
and rights
(B)
 
Number of securities
remaining available
for future issuance
under equity
compensation plans
(excluding securities
reflected in column A)     (C)
Equity compensation plans approved by security holders952,693
 $27.99
 4,437,767
Equity compensation plans not approved by security holders
 
 
Total952,693
 27.99
 4,437,767
2019.
 
U.S. Silica Holdings, Inc. Comparative Stock Performance Graph
The information contained in this U.S. Silica Holdings, Inc. Comparative Stock Performance Graph section shall not be deemed to be "soliciting material" or "filed" or incorporated by reference in future filings with the SEC, or subject to the liabilities of Section 18 of the Exchange Act, except to the extent that we specifically incorporate it by reference into a document filed under the Securities Act or the Exchange Act.
The graph below compares the cumulative total shareholder return on our common stock to the cumulative total return on the Russell 3000 index and the Standard and Poor’s SmallCap 600 Energy Sector index, and the Standard and Poor's SmallCap 600 GICS Oil & Gas Equipment & Services Sub-Industry index,in each case assuming $100 was invested on JanuaryDecember 31, 2012, the first day our stock traded on the NYSE,2014 and the reinvestment of all dividends. We have elected to addinclude the Standard and Poor’s SmallCap 600 Energy Sector index this year because this index is used in relative total shareholder return performance share units that we have granted to employees.




slca2019.jpg

Unregistered Sales of Equity Securities

None.


ITEM 6.SELECTED FINANCIAL DATA
The following selected financial data should be read in conjunction with Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations and Item 8. Financial Statements and Supplementary Data. Additionally, see Item 1A. Risk Factors and Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations for discussions of material uncertainties that might cause the data reflected in this table and discussion sets forthnot to be indicative of our consolidated statement of operations data for the periods presented. Thefuture financial condition or results of operations by segment are discussed in further detail following this combined overview.operations.
Year Ended December 31,Year Ended December 31,
2016(6)
 2015 
2014(3)
 2013 
2012(2)
2019 
2018(3)
 
2017(4)
 
2016(4)
 2015
(amounts in thousands, excluding per share and per ton figures)(amounts in thousands, excluding per share and per ton figures)
Statement of Operations Data:                  
Sales$559,625
 $642,989
 $876,741
 $545,985
 $441,921
$1,474,477
 $1,577,298
 $1,240,851
 $559,625
 $642,989
Operating income (loss)(53,531) 26,672
 176,167
 111,241
 118,988
Income (loss) before income taxes(77,745) 117
 158,723
 96,017
 109,805
Net income (loss)(41,056) 11,868
 121,540
 75,256
 79,154
Earnings (loss) per share - basic$(0.63) $0.22
 $2.26
 $1.42
 $1.50
Earnings (loss) per share - diluted$(0.63) $0.22
 $2.24
 $1.41
 $1.50
Operating (loss) income(352,955) (163,533) 169,742
 (52,491) 26,672
(Loss) income before income taxes(428,908) (229,953) 136,526
 (77,745) 117
Net (loss) income attributable to U.S. Silica Holdings, Inc.(329,082) (200,808) 145,206
 (41,056) 11,868
(Loss) earnings per share - basic$(4.49) $(2.63) $1.79
 $(0.63) $0.22
(Loss) earnings per share - diluted$(4.49) $(2.63) $1.77
 $(0.63) $0.22
Cash dividends declared per common share$0.25
 $0.44
 $0.50
 $0.38
 $0.50
$0.25
 $0.25
 $0.25
 $0.25
 $0.44
Statement of Cash Flows Data:                  
Net cash provided by (used in):                  
Operating activities$381
 $61,492
 $171,411
 $46,451
 $100,950
$144,046
 $310,706
 $222,013
 $381
 $61,492
Investing activities(201,657) 49
 (190,906) (135,113) (104,461)(120,393) (1,066,879) (491,529) (201,657) 49
Financing activities$635,424
 $(47,530) $208,964
 $105,896
 $5,334
$(40,411) $574,104
 $(57,142) $635,424
 $(47,530)
Other Financial Data:                  
Capital expenditures$46,450
 $53,646
 $92,609
 $60,470
 $105,719
$118,357
 $339,815
 $368,479
 $46,450
 $53,646
Operating Data:                  
Total tons sold9,875
 10,025
 10,927
 8,161
 7,170
18,788
 18,059
 15,128
 9,875
 10,025
Average selling price (per ton)$56.67
 $64.14
 $80.24
 $66.90
 $61.63
$78.48
 $87.34
 $82.02
 $56.67
 $64.14
Segment cost of goods sold (per ton)(1)
47.51
 48.27
 51.20
 42.04
 34.62
55.76
 58.94
 56.19
 47.51
 48.27
Oil & Gas Proppants:                  
Sales362,550
 430,435
 662,770
 347,439
 243,765
$1,010,521
 $1,182,991
 $1,020,365
 $362,550
 $430,435
Segment contribution margin(2)11,445
 88,928
 256,137
 145,916
 140,070
248,594
 357,846
 301,972
 11,445
 88,928
Industrial & Specialty Products:                  
Sales197,075
 212,554
 213,971
 198,546
 198,156
$463,956
 $394,307
 $220,486
 $197,075
 $212,554
Segment contribution margin(2)$78,988
 $70,137
 $61,102
 $56,983
 $53,601
178,215
 155,084
 88,781
 78,988
 70,137
Balance Sheet Data:                  
Cash, cash equivalents and short-term investments (4)
$711,225
 $298,926
 $338,209
 $148,577
 $55,632
Cash and cash equivalents$185,740
 $202,498
 $384,567
 $711,225
 $298,926
Total assets (5)
2,073,220
 1,108,619
 1,226,727
 853,547
 679,309
2,553,234
 2,900,840
 2,307,283
 2,073,220
 1,108,619
Total long-term debt, including current portion (5)
494,175
 491,705
 495,086
 366,196
 253,314
1,247,600
 1,270,400
 489,075
 494,175
 491,705
Total liabilities (5)
799,930
 724,452
 822,911
 544,253
 447,615
1,836,654
 1,848,536
 910,777
 799,930
 724,452
Total stockholders’ equity$1,273,290
 $384,167
 $403,816
 $309,294
 $231,694
$716,580
 $1,052,304
 $1,396,506
 $1,273,290
 $384,167
(1)Segment cost of goods sold (per ton) equals segment cost of goods sold, divided by total tons sold.
(2)2012Segment contribution margin is a financial data above includesmeasure that is not included or defined under generally accepted accounting principles in the impactUnited States (“GAAP”). For a detailed description of our initial public offering ("IPO"), including proceeds receivedsegment contribution margin and additional charges incurred.a reconciliation to its most comparable GAAP measure, please see the discussion under “How We Evaluate Our Business” in Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations.
(3)We acquired CadreEP Minerals Holdings, Inc. on July 31, 2014,May 1, 2018, and have included Cadre'stheir financial position and results of operations in our 20142018 financial information above. As a result, our 20142018 financial information may not be comparable to prior years. See Note DE - Business Combinations to our Consolidated Financial Statements in Item 8 of this Annual Report on Form 10-K for more information related to this acquisition.
(4)In 2015, we changed the presentation of book overdraft from being classified as a liability to a reduction to our cash and cash equivalents. 2014, 2013 and 2012 cash and cash equivalents amounts presented are recasted to reflect this change. See Note B - Summary of Significant Accounting Policies to our Consolidated Financial Statements in Item 88. of this Annual Report on Form 10-K for more information.
(5)2014, 2013, and 2012 amounts include the reclassification of deferred debt issuance costs related to the adoption of ASU 2015-03. See Note B - Summary of Significant Accounting Policies to our Consolidated Financial Statements in Item 8 of this Annual Report on Form 10-K for more information.
(6)(4)We acquired White Armor and MS Sand on April 1, 2017 and August 16, 2017, respectively, and NBI and SandboxSandBox on August 16, 2016 and August 22, 2016, respectively, and have included NBI's and Sandbox'stheir financial position and results of operations in our 2017 and 2016 financial information above. As a result, our 2017 and 2016 financial information may not be comparable to prior years. See Note DE - Business Combinations to our Consolidated Financial Statements in Item 88. of this Annual Report on Form 10-K for more information related to this acquisition.information.



ITEM 7.MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

The following discussion and analysis of our financial condition and results of operations should be read together with Item 6, "Selected6. Selected Financial Data," the description of the business appearing in Item 1, “Business,” of this report,1. Business and the Consolidated Financial Statements in Item 8 of this Annual Report on Form 10-K8. Financial Statements and the related notes included elsewhere in this report. Supplementary Data.

This discussion contains forward-looking statements, as a result of many factors, including those set forthdiscussed under Item 1, “Business—Forward-Looking Statements” and Item 1A, "Risk Factors," and elsewhere in this Annual Report on Form 10-K."Forward-Looking Statements". These statements are based on current expectations and assumptions thatand are subject to risks and uncertainties. Actual results could differ materially from those discussed in or implied by forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this report, particularly under "Forward-Looking Statements" and in Item 1A, "Risk1A. Risk Factors."

Adjusted EBITDA and segment contribution margin as used herein are non-GAAP measures. For a detailed description of Adjusted EBITDA and segment contribution margin and reconciliations to their most comparable GAAP measures, please see the discussion below under “How We Evaluate Our Business.”
Overview
We are one of the largest domestic producersa performance materials company and a leading producer of commercial silica used in a specialized mineral that is a critical input into a varietywide range of attractive end markets. industrial applications and in the oil and gas industry. In addition, through our acquisition of EP Minerals, LLC ("EPM") and its affiliated companies in 2018, we are an industry leader in the production of products derived from diatomaceous earth, perlite, engineered clays, and non-activated clays.
During our 116 year120-year history, we have developed core competencies in mining, processing, logistics and materials science that enable us to produce and cost-effectively deliver over 240 products400 diversified product types to customers across theseour end markets. As of December 31, 2016,2019, we operate 1825 production facilities across the United States andStates. We control 467527 million tons of reserves of commercial silica, which can be processed to make 226202 million tons of finished products that meet American Petroleum Institute (API)API frac sand specifications. specifications, and 59 million tons of reserves of diatomaceous earth, perlite, and clays.
Our operations are organized into two reportable segments based on end markets served:served and the manner in which we analyze our operating and financial performance: (1) Oil & Gas Proppants and (2) Industrial & Specialty Products. OurWe believe our segments are complementary because our ability to sell to a wide range of customers across end markets in these segments allows us to maximize recovery rates in our mining operations and optimize our asset utilization and reduce the cyclicalityutilization.
Acquisitions
For a description of our earnings.
Acquisitions
On August 16, 2016, we completedkey business acquisitions during the acquisition of New Birmingham, Inc. (“NBI”),past three years, see the ultimate parent company of NBR Sand, LLC (“NBR”), a regional sand producer located near Tyler, Texas. The acquisition of NBI increased our regional frac sand product offeringdiscussion under “Our Company-Business Overview-Acquisitions” in our Oil & Gas Proppants segment.
On August 22, 2016, we completed our acquisition of Sandbox Enterprises, LLC ("Sandbox" or the “Sandbox Acquisition”) as a “last mile” logistics solution for frac sand in the oilItem 1. Business and gas industry. See accompanying Note DE - Business Combinations to our Consolidated Financial Statements in Part 2,II, Item 8 of this Annual Report on Form 10-K for pro forma results and other details regarding these acquisitions.

more information.
Recent Trends and Outlook
Oil and gas proppants end market trends
Increased demandDemand for frac sand between 2008 and 2014 wasis driven by the growth in the use of hydraulic fracturing as a means to extract hydrocarbons from shale formations. According to the 2014Rystad Energy's Proppant Market Report, PropTester Inc.,report - 1Q 2020, published February 2015, global fracon December 10, 2019, U.S. raw sand proppant demand grew atwas 4% higher in 2019 than 2018, and is expected to continue to grow by 2% assuming a 51.2% compound annual growth rate from 2009per barrel oil price higher than $50. We continue to 2014. This included 53.7%expect long-term growth in frac sand demand from 2013 to 2014. We significantly expanded our sales efforts to the frac sand market in 2008 and experienced rapid growth in our sales associated with our oil and gas activities from 2008 until 2014.
However, declines in oil prices beginning in 2015 have reduced oil and gas drilling and completion activity in North America. As of December 31, 2016, the U.S. land rig count had fallen over 66% from its peak in 2014. Demand for frac sand fell in conjunction with the rig count and activity levels, partially offset by higher proppant per well to optimize recovery and production rates. Frac sand pricing remained under pressure during the first nine months of 2016. The table below summarizes some revenue metrics of our Oil & Gas Proppants segment for the three months ended December 31, 2016, September 30, 2016, June 30, 2016, and March 31, 2016. During the three months ended June 30, 2016 and March 31, 2016 both tons sold and average selling price decreased sequentially due to reduced demand from our customers. American shale basins.
During the three months ended December 31, 20162019, frac sand demand and tons sold declined sequentially compared to the three months ended September 30, 2016, both tons sold and average2019, as summarized below. Average selling price per ton increased. Leading indicators suggest a stabilization or even an increase in North American oil and gas drilling and completion activity inincreased sequentially from the near future.three months ended September 31, 2019 compared to the three months ended December 31, 2019 due to revenue recognized from shortfall penalties assessed to customers, partly offset by increased proppant supply causing decreased sand pricing.


Dollars in thousands except per ton dataQuarter ended Percentage change for quarter ended
December 31, September 30, June 30, March 31, December 31, 2016 vs. September 30, 2016 September 30, 2016 vs. June 30, 2016 
June 30,
2016 vs. March 31, 2016
Amounts in thousands, except per ton dataThree Months Ended Percentage Change for the Three Months Ended
Oil & Gas Proppants2016 2016 2016 2016 December 31, 2016 vs. September 30, 2016 September 30, 2016 vs. June 30, 2016 
June 30,
2016 vs. March 31, 2016
December 31, 
 2019
 September 30, 2019 June 30, 2019 March 31, 2019 December 31, 2019 vs. September 30, 2019 September 30, 2019 vs. June 30, 2019 June 30, 2019 vs. March 31, 2019
Sales$136,977
 $86,782
 $64,926
 $73,865
 $234,273
 $242,707
 $273,064
 $260,477
 (3)% (11)% 5%
Tons Sold2,081
 1,617
 1,333
 1,411
 29% 21% (6)%3,362
 3,896
 3,932
 3,864
 (14)% (1)% 2%
Average Selling Price per Ton$65.82
 $53.67
 $48.71
 $52.35
 23% 10% (7)%$69.68
 $62.30
 $69.45
 $67.41
 12 % (10)% 3%


However, if the recovery inIf oil and gas drilling and completion activity does not continue demand forto grow or if frac sand supply remains greater than demand, then we may decline, which could result in us sellingsell fewer tons, sellingsell tons at lower prices, or both. If we sell less frac sand or sell frac sand at lower prices, our revenue, net income, cash generated from operating activities, and liquidity would be adversely affected. Weaffected, and we could incur material asset impairments. If these events occur, we may evaluate further actions to reduce costcosts and improve liquidity. For instance, depending on market conditions, we may implement additional cost improvement projects or further reduce our capital spending for 2017 and beyond and may delay or cancel capital projects.
Additionally, due to impacts of reduced demand for our frac sand, we have engaged in ongoing discussions with our take-or-pay supply agreement customers regarding pricing and volume requirements under our existing contracts. In certain circumstances we have provided contract customers with temporary reductions to contract pricing in exchange for additional term and/or volume in order to preserve the value of these agreements. We may deliver sand at prices or at volumes below the requirements in our existing take-or-pay supply agreements. We expect these circumstances may continue into 2017. For a discussion of customer credit risk, see the Credit Risk section in Part II, Item 7A of this Annual Report on Form 10-K.
We believe fluctuationsFluctuations in frac sand demand and price may occur as the market adjusts to changing supply and demand due to energy pricing fluctuations. We continue to expect long-term growthFluctuations in oil and gas drilling in North American shale basins.price may also occur as the supply of local in-basin sand changes.
Oil and natural gas exploration and production companies' and oilfield service providers’ preferences and expectations have been evolving in recent years. A proppant vendor’ssupplier's logistics capabilities have become an important differentiating factor when competing for business, on both a spot and contract basis. Many of our customers increasingly seek convenient in-basin and wellhead proppant delivery capability from their proppant supplier. We believe that, over time, proppantOver the past year, this trend of customers will prefer to consolidate their purchases across a smaller group of suppliers with robust logistics capabilities and a broad offering of high performance proppants.preferring local in-basin sand has accelerated.
Industrial and specialty products end market trends
Demand in the industrial and specialty products end markets ishas been relatively stable in recent years and is primarily influenced by key macroeconomic drivers such as housing starts, population growth, light vehicle sales, beer and wine production, repair and remodel activity and industrial production. The primary end markets served by our production used in Industrial & Specialty Products segment are building and construction products, fillers and extenders, filtration, glassmaking, absorbents, foundry, building products,and sports and recreation, glassmaking and filtration.recreation. We have been increasing our value-added product offerings in the industrial and specialty products end markets. Thesemarkets organically as well as through acquisitions, such as White Armor and EPM. Sales of these new higher margin product salesproducts have increased our Industrial & Specialty Products segment's profitability.profitability in recent periods.
Our Business Strategy
The key drivers of our strategy include:
increasing our presence and product offering in specialty products end markets;
further developing value-added capabilities to maximize margins;
optimizing our product mix and keeping operating costs low;
effectively positioning our Oil & Gas Proppants facilities and utilizing our supply chain network and logistics capabilities to meet our customers’ needs;
evaluating both expansion opportunities and other acquisitions; and,
maintaining financial strength and flexibility.
For additional information about our key business strategies, see the discussion under “Our Company-Our Business Strategy” in Item 1. Business.”
How We Generate Our Sales
Products
We derive our product sales primarily by mining and processing minerals that our customers purchase for various uses. Our product sales are primarily a function of the price per ton and the number of tons sold. We primarily sell our products through individual purchase orders executed under short-term price agreements or at prevailing market rates. The amount invoiced


reflects the price invoiced reflectsof the product, transportation, surcharges, and additional handling services as applicable, such as storage, and transloading the product from railcars to trucks for deliveryand last mile logistics to the customer site. We invoice the majoritymost of our product customers on a per shipment basis, although for some larger customers, we consolidate invoices weekly or monthly. Standard collection terms are net 30 days, although extended terms are offered in competitive situations.
Services
We derive our service sales primarily through the provision of transportation, equipment rental, and contract labor services to companies in the oil and gas industry. Transportation services typically consist of transporting customer proppant from storage facilities to proximal well-sites and are contracted through work orders executed under established pricing agreements. The amount invoiced reflects transportation services rendered. Equipment rental services provide customers with use of either dedicated or nonspecific wellhead proppant delivery equipment solutions for contractual periods defined either through formal lease agreements or executed work orders under established pricing agreements. The amounts invoiced reflect the length of time the equipment set was utilized in the billing period. Contract labor services provide customers with proppant delivery equipment operators through work orders executed under established pricing agreements. The amounts invoiced reflect the amount of time our labor services were utilized in the billing period. We typically invoice our customers on a weekly or monthly basis; however, some customers receive invoices upon well-site operation completion. Standard collection terms are net 30 days, although extended terms are offered in competitive situations.
Our ten largest customers accounted for approximately 52%43%, 48% and 58% of total sales during the year ended December 31, 2016.2019, 2018 and 2017, respectively. Sales to one of our largest customer, Halliburton Company,customers accounted for 13%11% of our total revenuessales during the year ended December 31, 2016.2019. Sales to one of our customers accounted for 15% of our total sales during the year ended December 31, 2018. Sales to two of our customers accounted for 15% and 12% of our total sales during the year ended December 31, 2017. No other customercustomers accounted for 10% or more of our total revenues.sales. At December 31, 2019, one of our customer's accounts receivable represented 12% of our total trade accounts receivable, net of allowance. At December 31, 2018, one of our customers' accounts receivable represented 18% of our total trade accounts receivable, net of allowance. No other customers accounted for 10% or more of our total trade accounts receivable.
We primarily sell our products under short-term price agreements or at prevailing market rates. For a limited number of customers, we sell under long-term, competitively-bid contracts. As of December 31, 2016, we have seven take-or-payminimum purchase supply agreements in the Oil & Gas Proppants segment with initial terms expiring between 2017 and 2019.agreements. These agreements define, among other commitments, the volume of product that our customers must purchase, the volume of product that we must provide, and the price that we will charge and that our customers will pay for each product. Prices under these agreements are generally fixed and subject to upward adjustment in response to certain cost increases. Additionally, at the time the take-or-pay supply agreements were signed, some customers provided advance payments for future shipments. A percentage ofcontractual adjustments. Sometimes these

advance payments is recognized as revenue with each ton of applicable product shipped to the customer. Collectively, sales to customers with take-or-pay supply agreements accounted for 22% and 31% of our total company revenue during the years ended December 31, 2016 and 2015, respectively. Although sales under take-or-pay supply agreements may resultundergo negotiations regarding pricing and volume requirements, which may occur in us realizing lower margins than we otherwise might during periods of high market prices, we believe such lower margins are offset by the benefits derived from the product mix and sales volume stability afforded by such supply agreements, which helps us lower market risk arising from adverse changes in spot prices andvolatile market conditions. Additionally, sellingWhen these negotiations occur, we may deliver sand at prices or at volumes below the requirements in our existing supply agreements. We do not consider these agreements solely representative of contracts with customers. An executed order specifying the type and quantity of product to be delivered, in combination with the noted agreements, comprise our contracts in these arrangements. Selling more tons under supply contracts also enables us to be more efficient from a production, supply chain, and logistics standpoint. As discussed in Part I, Item 1A,1A., Risk Factors—"A large portionFactors of our sales is generated by our top customers, and the loss of, or significant reduction in, purchases by our largest customers could adversely affect our operations,”this Annual Report on Form 10-K, these customers may not continue to purchase the same levels of product in the future due to a variety of reasons, contract requirements notwithstanding.
HistoricallyAs of December 31, 2019, we have not entered into long term take-or-pay contractssixteen minimum purchase supply agreements in the Oil & Gas Proppants segment with ourinitial terms expiring between 2020 and 2034. As of December 31, 2018, we had 21 minimum purchase supply agreements in the Oil & Gas Proppants segment with initial terms expiring between 2019 and 2034. Collectively, sales to customers inwith minimum purchase supply agreements accounted for 60% and 52% of Oil & Gas Proppants segment sales during the years ended December 31, 2019 and 2018, respectively.
In the industrial and specialty products end markets we have not historically entered into long-term minimum purchase supply agreements with our customers because of the high cost to our customers of switching providers. With these customersWe may periodically do so when capital or other investment is required to meet customer needs. Instead, we often enter into pricesupply agreements whichwith our customers with targeted volumes and terms of one to five years. Prices under these agreements are typically negotiated annually.generally fixed and subject to annual increases.
The Costs of Conducting Our Business
The principal expenses involved in conducting our business are transportation costs, labor costs, electricity and drying fuel costs, and maintenance and repair costs for our mining and processing equipment and facilities and transportation costs.facilities. Transportation and related costs include freight charges, fuel surcharges, transloading fees, switching fees, railcar lease costs, demurrage costs, storage fees and labor costs. We believe the majority of our operating costs are relatively stable in price, but they can vary significantly based on the volume of product produced. We benefit from owning the majority of the mineral deposits that we mine and having long-term mineral rights leases or supply agreements for our other primary sources of raw material, which limitlimits royalty payments.


Additionally, we incur expenses related to our corporate operations, including costs for sales and marketing; research and development; and the finance, legal, environmental, health and safety functions of our organization. These costs are principally driven by personnel expenses.
How We Evaluate Our Business
Our management team evaluates our business using a variety of financial and operationaloperating metrics. Our business is organized into two segments, Oil & Gas Proppants and Industrial & Specialty Products. We evaluate the performance of theseour two segments based on their tons sold, average selling price and contribution margin earned. Additionally, we consider a number of factors in evaluating the performance of theour business as a whole, including total tons sold, average selling price, total segment contribution margin, and Adjusted EBITDA. We view these metrics as important factors in evaluating our profitability and review these measurements frequently to analyze trends and make decisions.decisions, and we believe the presentation of these metrics provides useful information to our investors regarding our financial condition and results of operations for the same reasons.
Segment Contribution Margin
Segment contribution margin, a non-GAAP measure, is a key metric that management uses to evaluate our operating performance and to determine resource allocation between segments. Segment contribution margin excludes certaincosts such as selling, general, and administrative costs, corporate costs, not associated with the operations of the segment. These unallocated costs include costs that are related to corporate functional areas such as operations management, corporate purchasing, accounting, treasury, information technology, legalplant capacity expansion expenses, and human resources.facility closure costs.
Segment contribution margin is not a measure of our financial performance under GAAP and should not be considered an alternative measure or superior to measures derived in accordance with GAAP. For more details on the reconciliationOur measure of segment contribution margin is not necessarily comparable to other similarly titled captions of other companies due to potential inconsistencies in the methods of calculation. For more information about segment contribution margin, including a reconciliation of this measure to its most directly comparable GAAP financial measure, net income (loss) before income taxes,, see Note SW - Segment Reporting to our Consolidated Financial Statements in Part II, Item 88. of this Annual Report on Form 10-K.
Adjusted EBITDA
Adjusted EBITDA, a non-GAAP measure, is included in this report because it is a key metric used by management to assess our operating performance and by our lenders to evaluate our covenant compliance. Adjusted EBITDA excludes certain income and/or costs, the removal of which improves comparability of operating results across reporting periods. Our target performance goals under our incentive compensation plan are tied, in part, to our Adjusted EBITDA. In addition, our Revolver contains a consolidated total net leverage ratio that we must meet as of the last day of any fiscal quarter whenever usage of the Revolver (other than certain undrawn letters of credit) exceeds 25% of the Revolver commitment, which is calculated based on our Adjusted EBITDA. Noncompliance with the financial ratio covenant contained in the Revolver could result in the acceleration of our obligations to repay all amounts outstanding under the Revolver and the Term Loan. Moreover, the

Revolver and the Term Loan contain covenants that restrict, subject to certain exceptions, our ability to make permitted acquisitions, incur additional indebtedness, make restricted payments (including dividends) and retain excess cash flow based, in some cases, on our ability to meet leverage ratios calculated based on our Adjusted EBITDA.
Adjusted EBITDA is not a measure of our financial performance or liquidity under GAAP and should not be considered as an alternative or superior to net income (loss) as a measure of operating performance, cash flows from operating activities as a measure of liquidity or any other performance measure derived in accordance with GAAP. Additionally, Adjusted EBITDA is not intended to be a measure of free cash flow for management’s discretionary use, as it does not consider certain cash requirements such as interest payments, tax payments and debt service requirements. Adjusted EBITDA contains certain other limitations, including the failure to reflect our cash expenditures, cash requirements for working capital needs and cash costs to replace assets being depreciated and amortized, and excludes certain non-recurring charges.charges that may recur in the future. Management compensates for these limitations by relying primarily on our GAAP results and by using Adjusted EBITDA only supplementally. Our measure of Adjusted EBITDA is not necessarily comparable to other similarly titled captions of other companies due to potential inconsistencies in the methods of calculation.
The following table sets forth a reconciliation of net (loss) income, the most directly comparable GAAP financial measure, to Adjusted EBITDA.


(amounts in thousands)Year ended December 31,
Year Ended December 31,2019
20182017
2016 2015 2014
(amount in thousands)
Net income (loss)$(41,056) $11,868
 $121,540
Net (loss) income attributable to U.S. Silica Holdings, Inc.$(329,082)
$(200,808)$145,206
Total interest expense, net of interest income25,779
 26,578
 17,868
92,063

64,689
25,871
Provision for taxes(36,689) (11,751) 37,183
(99,151)
(29,132)(8,680)
Total depreciation, depletion and amortization expenses68,134
 58,474
 45,019
179,444

148,832
97,233
EBITDA16,168
 85,169
 221,610
(156,726)
(16,419)259,630
Loss on early extinguishment of debt
 
 
Non-cash incentive compensation (1)
12,107
 3,857
 7,487
15,906

22,337
25,050
Post-employment expenses (excluding service costs) (2)
1,040
 3,335
 1,730
1,735

2,206
1,231
Business development related expenses (3)
8,206
 10,701
 11,450
Other adjustments allowable under our existing credit agreements (4)
2,033
 6,446
 3,936
Merger and acquisition related expenses (3)
32,021

34,098
9,010
Plant capacity expansion expenses (4)
17,576

59,112
5,667
Contract termination expenses (5)
1,882

2,491
325
Goodwill and other asset impairments (6)
363,847
 281,899

Business optimization projects (7)
55
 1,980

Facility closure costs (8)
12,718
 529

Gain on valuation change of royalty note payable (9)
(16,854) 

Other adjustments allowable under the Credit Agreement (10)
14,165

4,290
6,790
Adjusted EBITDA$39,554
 $109,508
 $246,213
$286,325

$392,523
$307,703






(1) 
Reflects equity-based, non-cash compensation expense.
(2) 
Includes net pension cost and net post-retirement cost relating to pension and other post-retirement benefit obligations during the applicable period, but in each case excluding the service cost relating to benefits earned during such period. Non-service net periodic benefit costs are not considered reflective of our operating performance because these costs do not exclusively originate from employee services during the applicable period and may experience periodic fluctuations as a result of changes in non-operating factors, including changes in discount rates, changes in expected returns on benefit plan assets, and other demographic actuarial assumptions. See Note PR - Pension and Post-retirementPost-Retirement Benefits to our Consolidated Financial Statements in Part II, Item 8 of this Annual Report on Form 10-K.10-K for more information.

(3) 
Merger and acquisition related expenses include legal fees, consulting fees, bank fees, severance costs, purchase-related costs such as the amortization of inventory fair value step-up, information technology integration costs and similar charges. While these costs are not operational in nature and are not expected to continue for any singular transaction on an ongoing basis, similar types of costs, expenses and charges have occurred in prior periods and may recur in the future as we continue to integrate prior acquisitions and pursue any future acquisitions.


(4)
Plant capacity expansion expenses include expenses that are not inventoriable or capitalizable as related to plant expansion projects greater than $5 million in capital expenditures or plant start up projects. While these expenses are not operational in nature and are not expected to continue for any singular project on an ongoing basis, similar types of expenses have occurred in prior periods and may recur in the future.

(5)
Reflects contract termination expenses related to business development activitiesstrategically exiting service contracts. While these expenses are not operational in connection withnature and are not expected to continue for any singular event on an ongoing basis, similar types of expenses have occurred in prior periods and may recur in the future as we continue to strategically evaluate our growth and expansion initiatives, including acquisition-related costs for our NBI Acquisition and Sandbox Acquisition completed in August 2016.contracts.

(4)(6) 
See Footnote Z - Impairments for additional information. While these expenses are not operational in nature and are not expected to continue for any singular event on an ongoing basis, similar types of expenses have occurred in prior periods and may recur in the future.

(7)
Reflects costs incurred related to business optimization projects mainly within our corporate center, which aim to measure and improve the efficiency, productivity and performance of our organization. While these costs are not operational in nature and are not expected to continue for any singular project on an ongoing basis, similar types of expenses may recur in the future.

(8)
Reflects costs incurred mainly related to idled sand facilities and closed corporate offices, including severance costs and remaining contracted costs such as office lease costs, and common area maintenance fees. While these costs are not operational in nature and are not expected to continue for any singular event on an ongoing basis, similar types of expenses may recur in the future.
(9)
Gains on valuation change of royalty note payable due to a change in estimate of future tonnages and sales related to the sand shipped from our Tyler, Texas facility. These gains are not operational in nature and are not expected to continue for any singular event on an ongoing basis.
(10)
Reflects miscellaneous adjustments permitted under our existing credit agreement, including such itemsthe Credit Agreement. For 2019, includes $6.2 million of loss contingencies reserve as well as restructuring costs for actions that will provide future savings, storm damage costs, recruiting fees, relocation costs and a loss on sale of assets, partially offset by insurance proceeds of $2.2 million. For 2018, includes storm damage costs, recruiting fees, relocation costs, and a net loss of $0.7 million on divestitures of assets, consisting of $5.2 million of contract termination costs and $1.3 million of divestiture related expenses such as legal fees and consulting fees, partially offset by a $5.8 million gain on sale of assets. For 2017, includes a contract restructuring cost savings. Restructuringof $6.3 million. While these gains and costs were $3.5 millionare not operational in nature and $4.8 million, respectively,are not expected to continue for any singular event on an ongoing basis, similar types of gains and expenses have occurred in prior periods and may recur in the future.








Adjusted EBITDA-Trailing Twelve Months
Our revolving credit facility (the "Revolver") contains a consolidated total net leverage ratio of no more than 3.75:1.00 that, unless we have the consent of our lenders, we must meet as of the last day of any fiscal quarter whenever usage of the Revolver (other than certain undrawn letters of credit) exceeds 30% of the Revolver commitment. This ratio is calculated based on our Adjusted EBITDA for the trailing twelve months. Noncompliance with this financial ratio covenant could result in the acceleration of our obligations to repay all amounts outstanding under the Revolver and the term loan (the "Term Loan") (collectively the "Credit Facility"). Moreover, the Revolver and the Term Loan contain covenants that restrict, subject to certain exceptions, our ability to make permitted acquisitions, incur additional indebtedness, make restricted payments (including dividends) and retain excess cash flow based, in some cases, on our ability to meet leverage ratios calculated based on our Adjusted EBITDA for the trailing twelve months.
See the description under “Adjusted EBITDA” above for certain important information about Adjusted EBITDA-trailing twelve months, including certain limitations and management’s use of this metric in light of its status as a non-GAAP measure.
As of December 31, 2019, we are in compliance with all covenants under our Credit Facility, and our Revolver usage was zero (other than certain undrawn letters of credit). Since the Revolver usage did not exceed 30% of the Revolver commitment, the consolidated leverage ratio covenant did not apply. Based on our consolidated leverage ratio of 4.30:1.00 as of December 31, 2019, we may draw up to $30.0 million without the consent of our lenders. With the consent of our lenders, we have access to the full availability of the Revolver. The calculation of the consolidated leverage ratio incorporates the Adjusted EBITDA-trailing twelve months as follows:

(All amounts in thousands) December 31, 2019
   
Total debt $1,232,378
Finance leases 70
Total consolidated debt $1,232,448
   
Adjusted EBITDA-trailing twelve months $286,325
Pro forma Adjusted EBITDA including impact of acquisitions (1)
 
Other adjustments for covenant calculation (2)
 252
Total Adjusted EBITDA-trailing twelve months for covenant calculation $286,577
   
Consolidated leverage ratio(3)
 4.30

(1)
Covenant calculation allows for the years ended December 31, 2016 and 2015. The year ended December 31, 2016 amount includesAdjusted EBITDA-trailing twelve months to include the impact of acquisitions on a gain on insurance settlement of $1.5 million.pro forma basis.
(2)
Covenant calculation excludes activity at legal entities above the operating company, which is mainly interest income offset by public company operating expenses.
(3)

Calculated by dividing Total consolidated debt by Total Adjusted EBITDA-trailing twelve months for covenant calculation.







Results of Operations for the Years Ended December 31, 2019and2018

This section of this Form 10-K generally discusses 2019 and 2018 items and year-to-year comparisons between 2019 and 2018. Discussions of 2017 items and year-to-year comparisons between 2018 and 2017 that are not included in this Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended December 31, 2018.
Sales
 For the Years Ended December 31, Percent Change
 2016 2015 2014 ’16 vs. ‘15 ’15 vs. ‘14
 (amounts in thousands, except per ton data)    
Sales:         
Oil & Gas Proppants$362,550
 $430,435
 $662,770
 (16)% (35)%
Industrial & Specialty Products197,075
 212,554
 213,971
 (7)% (1)%
Total Sales$559,625
 $642,989
 $876,741
 (13)% (27)%
Tons:      

 

Oil & Gas Proppants6,442
 6,082
 6,736
 6 % (10)%
Industrial & Specialty Products3,433
 3,943
 4,192
 (13)% (6)%
Total Tons$9,875
 10,025
 10,928
 (1)% (8)%
Average Selling Price per Ton:         
Oil & Gas Proppants$56.28
 $70.77
 $98.39
 (20)% (28)%
Industrial & Specialty Products$57.41
 $53.91
 $51.04
 6 % 6 %
Overall Average Selling Price per Ton$56.67
 $64.14
 $80.24
 (12)% (20)%
2016 vs. 2015
(In thousands except per ton data)Year ended December 31,Percent Change
 2019 2018 '19 vs. '18
Sales:     
Oil & Gas Proppants$1,010,521
 $1,182,991
 (15)%
Industrial & Specialty Products463,956
 394,307
 18 %
Total sales$1,474,477
 $1,577,298
 (7)%
Tons:     
Oil & Gas Proppants15,054
 14,242
 6 %
Industrial & Specialty Products3,734
 3,817
 (2)%
Total Tons18,788
 18,059
 4 %
Average Selling Price per Ton:     
Oil & Gas Proppants$67.13
 $83.06
 (19)%
Industrial & Specialty Products124.25
 103.30
 20 %
         Overall Average Selling Price per Ton$78.48
 $87.34
 (10)%
Total sales decreased 13%7% for the year ended December 31, 20162019 compared to 2015, driven by a 12% decrease in overall average selling price and an 1% decrease in total tons sold. Tons sold in-basin represented 41% and 36% of total tons sold for the year ended December 31, 2016 and 2015, respectively. The2018, driven by a 10% decrease in total sales was driven by decreases in sales for both segments.
The decrease in Oil & Gas Proppants sales was due to a 20% decrease inoverall average selling price partially offset by a 6%4% increase in tons sold for the year ended December 31, 2016 compared to 2015. The increase in tons sold was driven by sales from our newly acquired businesses and our market share gain efforts, which were partially offset by decrease in market demand. Average selling price decreased as a result of the the decrease in frac sand demand.
Industrial & Specialty Products sales decreased by 7% for the year ended December 31, 2016 compared to 2015. Tons sold decreased 13%, driven by our strategic shift among customers and products. Average selling price increased 6%, which was primarily a result of new higher-margin product sales and price increases.
2015 vs. 2014
Total sales decreased 27% for the year ended December 31, 2015 compared to 2014, driven by an 8% decrease in total tons sold and a 20% decrease in overall average selling price. Tons sold in-basin represented 36% and 41% of total tons sold for the year ended December 31, 2015 and 2014, respectively.sold.
The decrease in total sales was primarily driven by Oil & Gas Proppants sales, which decreased 35%. Oil & Gas Proppants tons sold15% for the year ended December 31, 2015 decreased 10% and2019 compared to the year ended December 31, 2018. Oil & Gas Proppants average selling price decreased 28%19% and tons sold increased 6%. These decreases were mainlyThe decrease in average selling price was driven by a year over yearmore tons sold from local in-basin plants which have lower logistics costs, increased in-basin proppant supply, and decreased sand pricing. The increase in tons sold was mainly due to more tons produced and sold in-basin in West Texas.
The decrease in demand for our frac sand from customers due to reduced drilling and completion activity.
total sales was partially offset by Industrial & Specialty Products sales, decreased by 1%which increased 18% for the year ended December 31, 20152019 compared to 2014. Tons sold decreased 6% driven by our strategic shift amount customers and products. Averagethe year ended December 31, 2018. Industrial & Specialty Products average selling price increased 6%, which20% and tons sold decreased 2%. The increase in average selling price was primarily a resultdue to the acquisition of newEPM, additional higher-margin product sales and price increases. The decrease in tons sold was mainly driven by a decrease in low-margin tons sold.

Cost of Goods SoldSales
2016 vs. 2015
Cost of goods soldsales decreased $17.8by $30.0 million, or 4%3%, to $477.3 million$1.133 billion for the year ended December 31, 20162019 compared to $495.1 million$1.163 billion for the year ended December 31, 2015. The decrease was mainly a result of fewer tons sold. As a percentage of sales, costs of goods sold increased to 85% for the year ended December 31, 2016 compared to 77% for the same period in 2015.2018. These changes result from the main components of cost of goods soldsales as discussed below. As a percentage of sales, cost of sales represented 77% for the year ended December 31, 2019 compared to 74% for the same period in 2018.
We incurred $249.7$506.3 million and $258.1$545.8 million of transportation and related costs for the year ended December 31, 20162019 and 2015,2018, respectively. These costs remained relatively flatThe decrease was mainly due to a decline in demand for Northern White sand caused by some of our transportation andcustomers shifting to local in-basin frac sands with lower logistics cost improvement efforts, which were mostlycosts, partially offset by incremental costs related to NBIadditional SandBox operations and Sandbox operations.the acquisition of EPM. As a percentage of sales, transportation and related costs increaseddecreased to 45%34% for the year ended December 31, 20162019 compared to 40%35% for the same period in 2015 primarily due to a decrease in average selling price.2018.
We incurred $83.2$198.6 million and $80.1$198.5 million of operating labor costs for the year ended December 31, 20162019 and 2015,2018, respectively. The $3.1$0.1 million increase in labor costs incurred was primarily due to incremental costs related to NBI and Sandbox operations, partially offset by fewermore tons sold and the impactacquisition of our restructuring efforts.EPM,


offset by lower SandBox driver costs and idled sand facilities. As a percentage of sales, operating labor costs represented 15%13% for the year ended December 31, 20162019 compared to 12%13% for the same period in 2015.2018.
We incurred $26.7$54.8 million and $28.0$53.7 million of electricity and drying fuel (principally natural gas) costs for the year ended December 31, 20162019 and 2015,2018, respectively. The decrease$1.1 million increase in electricity and drying fuel costs incurred was mainly driven by fewerdue to more tons sold and strategic shift among products.the acquisition of EPM, partially offset by idled sand facilities. As a percentage of sales, electricity and drying fuel costs represented 5% and 4% for the yearsyear ended December 31, 2016 and 2015, respectively.2019 compared to 3% for the same period in 2018.
We incurred $34.3$92.3 million and $37.6$108.8 million of maintenance and repair costs for the yearsyear ended December 31, 20162019 and 2015,2018, respectively. The decrease in maintenance and repair costs incurred was mainly due to idled sand facilities and a resultdecrease in plant capacity expansion expenses, partially offset by higher production volume, additional SandBox operations and the acquisition of our cost improvement efforts and fewer tons sold.EPM. As a percentage of sales, maintenance and repair costs remained flat atrepresented 6% for the year ended December 31, 20162019 compared to 2015.
2015 vs. 2014
Cost of goods sold decreased $71.5 million, or 13%, to $495.1 million for the year ended December 31, 2015 compared to $566.6 million for the year ended December 31, 2014. The decrease was mainly a result of fewer tons sold. As a percentage of sales, costs of goods sold increased to 77% for the year ended December 31, 2015 compared to 65%7% for the same period in 2014. These changes result from the main components of cost of goods sold as discussed below.
We incurred $258.1 million and $312.7 million of transportation and related costs for the year ended December 31, 2015 and 2014, respectively. This decrease was due to fewer tons sold through transloads caused by lower demand for our frac sand at our transload sites. As a percentage of sales, transportation and related costs increased to 40% for the year ended December 31, 2015 compared to 36% in 2014 mainly due to a lower average selling price.
We incurred $80.1 million and $74.3 million of operating labor costs for the year ended December 31, 2015 and 2014, respectively. The $5.8 million increase in labor costs incurred was primarily due to the addition of our Voca, Texas and Utica, Illinois facilities, partially offset by fewer tons sold and lower employee headcount. As a percentage of sales, operating labor costs represented 12% for the year ended December 31, 2015 compared to 8% in 2014.
We incurred $28.0 million and $32.8 million of electricity and drying fuel (principally natural gas) costs for the years ended December 31, 2015 and 2014, respectively. The decrease in electricity and drying fuel costs incurred was mainly driven by fewer tons sold and lower natural gas prices. As a percentage of sales, electricity and drying fuel costs remained flat at 4% for the year ended December 31, 2015 compared to 2014.
Maintenance and repair costs remained relatively flat at $37.6 million for the year ended December 31, 2015 compared to $37.4 million for the year ended December 31, 2014. This was a result of the addition of our Voca, Texas and Utica, Illinois facilities, mostly offset by the impact of lower production volume and scheduled maintenance. As a percentage of sales, maintenance and repair costs increased to 6% for the year ended December 31, 2015 compared to 4% for the same period in 2014.

2018.
Segment Contribution Margin
2016 vs. 2015
Oil & Gas Proppants contribution margin decreased by $77.5$109.2 million or 87%, to $11.4$248.6 million for the year ended December 31, 20162019 compared to $88.9$357.8 million for the year ended December 31, 2015,2018, driven by a $67.9$172.5 million decrease in sales, partially offset by $63.2 million in lower cost of sales. The decrease in segment revenuecontribution margin was mainly driven by a decrease in pricing and $9.6 million increase in segment cost of goods sold due to more tons sold.decreased sand pricing.
Industrial & Specialty Products contribution margin increased by $8.9$23.1 million, or 13%15%, to $79.0$178.2 million for the year ended December 31, 20162019 compared to $70.1$155.1 million for the year ended December 31, 2015, primarily driven by increased higher-margin products sales as a percentage of total sales.
2015 vs. 2014
Oil & Gas Proppants contribution margin decreased by $167.2 million or 65%, to $88.9 million for the year ended December 31, 2015 compared to $256.1 million for the year ended December 31, 2014,2018, driven by a $232.3$69.6 million decreaseincrease in segment revenue, partially offset by lower segment$46.5 million in higher cost of goods sold mainlysales. The increase in segment contribution margin was due to fewer tons sold.
Industrial & Specialty Products contribution margin increased by $9.0 million, or 15%, to $70.1 million for the year ended December 31, 2015 compared to $61.1 million for the year ended December 31, 2014, mainly driven by increasedacquisition of EPM, new higher-margin productsproduct sales as a percentage of total sales.and price increases.
Selling, General and Administrative Expenses
Selling, general and administrative expenses increased by $4.9$3.8 million, or 8%3%, to $67.7$150.8 million for the year ended December 31, 20162019 compared to $62.8$147.0 million for the year ended December 31, 2015.2018. The increase was due to the following factors:
Compensation related expense increased by $11.2$9.4 million for the year ended December 31, 20162019 compared to 2015, primarilythe year ended December 31, 2018, mainly due to increased equity-based compensationthe acquisition of EPM.
Merger and incremental compensation expenseacquisition related to NBI and Sandbox employees.
Bad debt expense decreased by $0.9$11.1 million to $2.8 million for the year ended December 31, 20162019 compared to the year ended December 31, 2015, mainly due to a 13% decrease in sales and a recovery of a previously reserved receivable.
Business development related expense decreased by $2.5 million to $8.2$13.9 million for the year ended December 31, 2016 compared2018. The decrease was mainly due to $10.7 million forcosts related to the acquisition of EPM during 2018 that did not recur during 2019.
During the year ended December 31, 2015, primarily due2019, $6.3 million of costs were incurred related to a $6.5 million settlement of an unfavorable arbitration ruling duringclosing the year ended December 31, 2015 partially offset by our NBIcorporate office in Frederick, Maryland. These costs included severance and Sandbox acquisition-relatedremaining contracted costs during the year ended December 31, 2016.such as office lease costs and common area maintenance fees.
In total, our selling, general and administrative costsexpenses represented approximately 12% and 10% of our sales for the years ended December 31, 2016 and 2015, respectively.
Selling, general and administrative expenses decreased by $26.2 million, or 29%, to $62.8 million for the year ended December 31, 2015 compared to $89.0 million for the year ended December 31, 2014. The decrease was due to the following factors:
Compensation-related expense decreased by $13.0 million for the year ended December 31, 2015 compared to 2014, primarily due to reduced incentive compensation and lower employee headcount.
Bad debt expense decreased by $10.5 million for the year ended December 31, 2015 compared to the year ended December 31, 2014, mainly due to a 27% decrease in sales and a recovery of a previously reserved receivable.
Business development-related expense decreased by $0.8 million to $10.7 million for the year ended December 31, 2015, compared to $11.5 million for the year ended December 31, 2014, primarily due to expense related to the Cadre acquisition in 2014.
In total, our selling, general and administrative costs represented approximately 10% of our sales for both years ended December 31, 2015 and 2014.

Depreciation, Depletion and Amortization
Depreciation, depletion and amortization expense increased by $9.6 million, or 17%, to $68.1 million for the year ended December 31, 2016 compared to $58.5 million for the year ended December 31, 2015. This increase was driven by incremental expense related to assets acquired in connection with the NBI and Sandbox acquisitions as well as other capital spending. Depreciation, depletion and amortization costs represented approximately 12% and 9% of our sales for the years ended December 31, 20162019 and 2015,2018, respectively.
Depreciation, Depletion and Amortization
Depreciation, depletion and amortization expense increased by $13.5$30.6 million, or 30%21%, to $58.5$179.4 million for the year ended December 31, 20152019 compared to $45.0$148.8 million for the year ended December 31, 2014.2018. The year over year increase was mainly driven by our plant capacity expansions and our acquisitions, including the additionacquisition of our Voca, Texas plant, Utica, Illinois plant, Odessa, Texas transload facility,EPM, as well as other continued capital spending and an equipment write off charge of $1.1 million during 2015.spending. Depreciation, depletion and amortization costsexpense represented approximately 9%12% and 5%9% of our sales for the year ended December 31, 20152019 and 2014,2018, respectively.
Operating Income (loss)Goodwill and Other Asset Impairments
Operating income decreased by $80.2 million, or 301%, to a $53.5 million operating loss forDuring the year ended December 31, 2016 compared2019, we recorded $243.1 million of long-lived asset impairments, $115.4 million of right-of-use asset impairments, $4.1 million of inventory impairments, and $1.2 million of intangible asset impairments in our Oil & Gas segment due to $26.7a sharp decline in customer demand for Northern White frac sand and for regional non-in-basin frac sand as more tons are produced and sold in-basin. During 2018, we recorded $164.2 million in goodwill impairments, $97.0 million of long-lived asset impairments and $4.5 million of intangible impairments in our Oil & Gas segment due to a declining shift in demand for Northern White sand caused by some of our customers shifting to local in-


basin frac sands with lower logistics costs. We also recorded a $16.2 million asset impairment related to the closure of our resin coating facility and associated product portfolio during the second quarter of 2018.
Operating (Loss) Income
Operating loss increased by $189.5 million to $353.0 million for the year ended December 31, 2015.2019 compared to $163.5 million for the year ended December 31, 2018. The decreaseincrease was due todriven by asset impairments as discussed above, a 13%7% decrease in total sales, a 17% increase in depreciation, depletion and amortization expense and an 8%3% increase in selling, general and administrative expense partially offset by a 4% decrease in cost of goods sold.
Operating income decreased by $149.5 million, or 85% to $26.7 million for the year ended December 31, 2015 compared to $176.2 million for the year ended December 31, 2014. The decrease was due to a 27% decrease in sales and a 30%21% increase in depreciation, depletion and amortization expense, partially offset by a 13%3% decrease in cost of goods sold and a 29% decrease in selling, general, and administrative expense.sales.
Interest Expense
Interest expense increased by $0.7$24.9 million, or 3%35%, to $28.0$95.5 million for the year ended December 31, 20162019 compared to $27.3$70.6 million for the year ended December 31, 2015, primarily2018, mainly driven by additional long-term liabilities assumedan increase in connection with our NBI and Sandbox acquisitions.new Credit Facility to finance the acquisition of EPM.
Interest expenseOther Income (Expense), net, including interest income
Other income increased by $9.1$15.4 million or 50%, to $27.3$19.5 million for the year ended December 31, 20152019 compared to $18.2$4.1 million in other expense for the year ended December 31, 2018. The increase was mainly due to gains driven by the change in valuation of the royalty note payable.
Provision for Income Taxes
Our income tax benefit increased by $70.1 million to $99.2 million for the year ended December 31, 2014, mainly driven by an increase in debt principal and interest expense on deferred revenue.
Provision for Income Taxes
The provision for income taxes decreased $24.9 million, or 212%,2019 compared to a $36.7$29.1 million income tax benefit for the year ended December 31, 2016, compared2018. The increase was mainly due to a $11.8 milliondecreased profit before income tax benefitduring the year ended December 31, 2019. The effective tax rate was 23% and 13% for the year ended December 31, 2015. The decreases were driven by a decreased pre-tax book income2019 and the impact of favorable permanent tax differences including the adoption of ASU 2016-09.2018, respectively. For more information related to ASU 2016-09, see Note B - Summary of Significant Accounting Policies in Part II, Item 8 to this Annual Report on Form 10-K.
The provision for income taxes decreased $49.0 million, or 132%, to a $11.8 million income tax benefit for the year ended December 31, 2015, compared2018, the tax effect of goodwill impairments described in Note I - Goodwill and Intangible Assets is a significant permanent item in the effective tax rate calculation. See Note T - Income Taxes to a tax expenseour Consolidated Financial Statements in Part II, Item 8. of $37.2 millionthis Annual report on Form 10-K for the year ended December 31, 2014. The decreases were driven by a decreased pre-tax book income and the impact of favorable permanent tax differences.more information.
Historically, our actual effective tax rates have been lower thandiffered from the statutory effective rate primarily due to the benefit received from statutory percentage depletion allowances. The deduction for statutory percentage depletion does not necessarily change proportionately to changes in income before income taxes.
Net Income (loss) income
Net income (loss)loss attributable to U.S. Silica Holdings, Inc., was ($41.1 million), $11.9$329.1 million and $121.5$200.8 million for the years ended December 31, 2016, 20152019 and 2014.2018, respectively. The year over year fluctuationschanges were due to the factors noted above.




Liquidity and Capital Resources

This section of this Form 10-K generally discusses 2019 and 2018 items and year-to-year comparisons between 2019 and 2018. Discussions of 2017 items and year-to-year comparisons between 2018 and 2017 that are not included in this Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Liquidity and Capital Resources” in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended December 31, 2018.
Overview
Our principal liquidity requirements have historically been to service our debt, to meet our working capital, capital expenditure and mine development expenditure needs, to return cash to our stockholders, and to financepay for acquisitions. We have historically met our liquidity and capital investment needs with funds generated through operations. We have historically funded our acquisitions through cash on hand, or borrowings under our credit facilities, andor equity issuances. Our working capital is the amount by which current assets exceed current liabilities and is a measure of our ability to pay our liabilities as they become due. In March 2016, we completed a public offering of 10,000,000 shares of our common stock for total cash net proceeds of $186.2 million. In November 2016, we executed another offering of 10,350,000 shares of common stock raising net cash proceeds of $467.0 million. As of December 31, 2016,2019, our working capital was $783.0$173.6 million and we had $46.0$93.5 million of availability under the Revolver. Based on our consolidated leverage ratio of 4.30:1.00 as of December 31, 2019, we may draw up to $30.0 million without the consent of our lenders. With the consent of our lenders, we have access to the full availability of the Revolver.
In connection with the EPMH acquisition, on May 1, 2018, we entered into the Credit Agreement with BNP Paribas, as administrative agent, and the lenders named therein. The Credit Agreement increases our existing senior debt by entering into a new $1.380 billion senior secured Credit Facility, consisting of a $1.280 billion Term Loan and a $100 million Revolver that may also be used for swingline loans or letters of credit, and we may elect to increase the Term Loan in accordance with the terms of the Credit Agreement. The amounts owed under the Credit Agreement use LIBOR as a benchmark for establishing the rate at which interest accrues. LIBOR is the subject of recent national, international and other regulatory guidance and proposals for reform. These reforms and other pressures may cause LIBOR to disappear entirely or to perform differently than in the past. The consequences of these developments cannot be entirely predicted but could include an increase in the cost to us of this indebtedness.
During the third quarter of 2019, we repurchased outstanding debt under the Term Loan in the amount of $10 million at a rate of 95.5%. Debt issuance costs and original issue discount were recalculated with the reduced future debt payments, and additional costs of approximately $0.4 million were expensed. As a result, we recorded a gain on extinguishment of debt in the amount of $0.1 million. For more information on the Credit Agreement see Note K - Debt to our Consolidated Financial Statements in Part II, Item 8. of this Annual Report on Form 10-K.
We believe that cash on hand, cash generated through operations and ourcash generated from financing arrangements will be sufficient to meet our working capital requirements, anticipated capital expenditures, scheduled debt payments and any dividends declared for at least the next 12 months.
Management and our Board remain committed to evaluating additional ways of creating shareholder value. Any determination to pay dividends andor other distributions in cash, stock, or property in the future or otherwise return capital to our stockholders, including decisions about existing or new share repurchase programs, will be at the discretion of our Board and will be dependent on then-existing conditions, including our businessindustry and market conditions, our financial condition, results of operations, liquidity and capital requirements, contractual restrictions including restrictive covenants contained in debt agreements, and other factors. Additionally, because we are a holding company, our ability to pay dividends on our common stock may be limited by restrictions on the ability of our subsidiaries to pay dividends or make distributions to us, including restrictions under the terms of the agreements governing our indebtedness.
Cash Flow Analysis
A summary of operating, investing and financing activities (in thousands) is shown in the following table:
As of December 31, Percent ChangeYear ended December 31,
2016 2015 2014 ’16 vs. ‘15 ’15 vs. ‘142019 2018 2017
Net cash provided by (used in):              
Operating activities$381
 $61,492
 $171,411
 (99)% (64)%$144,046
 $310,706
 $222,013
Investing activities(201,657) 49
 (190,906) (411,645)% (100)%(120,393) (1,066,879) (491,529)
Financing activities635,424
 (47,530) 208,964
 (1,437)% (123)%(40,411) 574,104
 (57,142)


Net Cash Provided by / Used in Operating Activities
Operating activities consist primarily of net income adjusted for certain non-cash and working capital items.
Adjustments to net income for non-cash items include depreciation, depletion and amortization, deferred revenue, deferred
income taxes, equity-based compensation and bad debt provision. In addition, operating cash flows include the effect of changes in operating assets and liabilities, principally accounts receivable, inventories, prepaid expenses and other current assets, income taxes payable and receivable, accounts payable and accrued expenses.
Net cash provided by operating activities was $0.4$144.0 million for the year ended December 31, 2016 compared2019. This was mainly due to $61.5a $329.8 million net loss adjusted for non-cash items, including $179.4 million in depreciation, depletion and amortization, $363.8 million in goodwill and other asset impairments, $101.7 million in deferred income taxes, $15.9 million in equity-based compensation, $74.9 million in deferred revenue, $16.9 million in gain on valuation of royalty note payable, $22.4 million in inventory step-up adjustments, $1.6 million mainly related to the year ended December 31, 2015. This $61.1gain on sales of property, plant and equipment, and $1.9 million in other miscellaneous non-cash items. Also contributing to the change was a $33.8 million decrease in cash provided by operations was primarily the result of a $52.9accounts receivable, an $11.2 million decrease in net income and the impact of the other components of operating activities.
Net cash provided by operating activities was $61.5 million for the year ended December 31, 2015 compared to $171.4 million for the year ended December 31, 2014. This $109.9inventories, an $8.5 million decrease in cash provided by operations was primarily the result ofprepaid expenses and other current assets, a $109.7$1.7 million decrease in net income taxes, a $21.0 million increase in accounts payable and the impact of theaccrued liabilities, $4.0 million in short-term and long-term vendor incentives, and $5.7 million in other components of operating activities.assets and liabilities.
Net Cash Provided by/by / Used in Investing Activities
Investing activities consist primarily of cash consideration paid to acquire businesses and capital expenditures for growth and maintenance and proceeds from the sale and maturity of short-term investments.maintenance.
Net cash used byin investing activities was $201.7$120.4 million infor the year ended December 31, 2016.2019. This was mainly due to $176.7 million of cash consideration that was paid for our NBI and Sandbox acquisitions and capital expenditures of $46.5$118.4 million and capitalized intellectual property costs of $3.9 million, partially offset by $21.9 million in proceeds from salesthe sale of property, plant and maturitiesequipment of short-term investments.$1.9 million. Capital expenditures in 2016for the year ended December 31, 2019 were

made primarily mainly for a purchase of reserves adjacent to our Ottawa, Illinois facility, engineering, procurement and construction of our growth projects, primarily Lamesa and Millen, equipment to expand our SandBox operations, and other maintenance and cost improvement capital projects.
Net cash provided by investing activities was $49 thousand in the year ended December 31, 2015. This was due to $53.6 million in proceeds from sales and maturities of short-term investments being almost fully offset by capital expenditures during the year. Capital expenditures in 2015 were $53.6 million, which were made primarily for the engineering, procurement and construction of our growth projects including the Greenfield raw sand plant near Fairchild, Wisconsin and other maintenance and cost improvement capital projects.
Net cash used in investing activities was $190.9 million in the year ended December 31, 2014. This use of cash was due to capital expenditures, which totaled $92.6 million, as well as $98.3 million used for the purchase of Cadre, and other Capital expenditures for the engineering, procurement and construction of our Greenfield raw sand plants near Utica, Illinois, and Fairchild, Wisconsin, our new transload facility in Odessa, Texas, our expansion project at our Pacific, Missouri facility and other maintenance capital projects.
Subject to our continuing evaluation of market conditions, we anticipate that our capital expenditures in 20172020 will be in the range of $125approximately $30 million to $150$40 million, which is primarily associated with growth, maintenance, and cost improvement capital projects and near-term payback growth projects. We expect to fund our capital expenditures through cash on our balance sheet, cash generated from our operations and cash generated from financing activities.
Net Cash Used In/Provided by / Used in Financing Activities
Financing activities consist primarily of equity issuances, capital contributions, dividend payments, share repurchases, borrowings and repayments related to the Revolver and Term Loan, as well as fees and expenses paid in connection with our credit facilities and advance payments from our customers and capital leases.facilities.
Net cash provided byused in financing activities was $635.4$40.4 million for the year ended December 31, 2016, driven by $678.8 million of cash received from common stock issuances and $4.8 million of proceeds from options exercised, both of which were partially offset by $25.7 million of common stock issuances costs, $15.1 million of dividends paid, $5.22019. This was mainly due to $23.4 million of long-term debt payments, and $1.6$18.6 million of dividends paid, $3.0 million of tax payments related to shares withheld for vested restricted stock.
Net cash used in financing activities was $47.5stock and stock units, and a $4.6 million in the year ended December 31, 2015, driven by $26.8 million in dividend payments, $15.3 million in common stock repurchases and $5.1 million in debt payments.
Net cash provided by financing activities was $209.0 million in the year ended December 31, 2014, driven by $134.3 million in cash received from an increase in borrowings under our Term Loan, a $100.0 million advance depositcapital contribution from a customer and $9.4 million in proceeds from options exercised and excess tax benefit from equity-based compensation partially offset by $26.9 million in dividend payments.non-controlling interest.
Share Repurchase Program
See Purchase of Equity Securities by the Issuer in Part II, Item 5. and Note CD - Capital Structure and Accumulated Comprehensive Income (Loss) to our Consolidated Financial Statements in Part II, Item 88. of this Annual Report on Form 10-K for information related to our share repurchase program.
Credit Facilities
See Note IK - Debt and Capital Leases to our Consolidated Financial Statements in Part II, Item 88. of this Annual Report on Form 10-K for information related to our credit facilities.
Off-Balance Sheet Arrangements
We have no off-balance sheet arrangements that have a current material effect or are reasonably likely to have a current or future material effect on our financial condition, changes in financial condition, sales, expenses, results of operations, liquidity, capital expenditures or capital resources.





Contractual Obligations
As of December 31, 2016,2019, the total of our future contractual cash commitments, including the repayment of our debt obligations under the Term Loan, is summarized as follows:
 Total 
Less than
1 year
 1-3 years 3-5 years 
More than
5 years
 (amounts in thousands)
Principal payments on long-term debt (1)
$494,175
 $5,100
 $10,200
 $478,875
 $
Estimated interest payments on long-term debt71,559
 20,349
 40,067
 11,143
 
Minimum payments on customer note payable2,500
 500
 1,000
 1,000
 
Minimum payments on note payable secured by royalty interest28,000
 1,750
 3,500
 3,500
 19,250
Retirement plans58,290
 3,664
 8,641
 9,291
 36,694
Capital lease obligations3,037
 2,315
 722
 
 
Operating leases381,420
 55,525
 119,392
 91,598
 114,905
Minimum purchase obligations(2)
83,086
 20,739
 36,922
 12,625
 12,800
Other long-term liabilities(3)
1,401
 208
 400
 271
 522
Total Contractual Cash Obligations(4)
$1,123,468
 $110,150
 $220,844
 $608,303
 $184,171
 Total 
Less than
1 year
 1-3 years 3-5 years 
More than
5 years
 (amounts in thousands)
Principal payments on long-term debt(1)
$1,247,600
 $12,800
 $25,600
 $25,600
 $1,183,600
Estimated interest payments on long-term debt(4)
378,336
 71,526
 140,714
 137,770
 28,326
Minimum payments on note payable secured by a royalty interest(6)
10,438
 454
 812
 1,069
 8,103
Retirement plans107,826
 11,571
 21,666
 21,989
 52,600
Finance lease obligations70
 67
 3
 
 
Operating lease obligations(5)
202,039
 63,337
 77,802
 38,616
 22,284
Minimum purchase obligations(2)
43,648
 14,512
 16,153
 10,493
 2,490
Total Contractual Cash Obligations(3):
$1,989,957
 $174,267
 $282,750
 $235,537
 $1,297,403

(1)Excludes the unamortized debt issuance costs and original issue discount.
(2)Includes estimated future minimum purchase obligationobligations related to transload service agreements and transportation service agreements. As of December 31, 2016,2019, we accrued $2.1$3.1 million in shortfall fees under these service agreements.
(3)Includes estimated future minimum royalty payments provided for under our mineral leases.
(4)The above table excludes discounted asset retirement obligations in the amount of $11.2$25.8 million at December 31, 2016,2019, the majority of which have a settlement date beyond 2025, as well as indemnification for surety bonds issued on our behalf discussed in Note RQ - Obligations Under GuaranteesCommitments and Contingencies to our Consolidated Financial Statements in Part II, Item 8 of this Annual Report on Form 10-K.
(4)Estimated interest payment amounts are computed using forecasted three-month LIBOR rates as of December 31, 2019.
(5)
Includes interest costs. See Note S - Leases for additional information on interest costs.
(6)
Excludes interest costs. See Note K - Debt for additional information about this note payable.
Environmental Matters
We are subject to various federal, state and local laws and regulations governing, among other things, hazardous materials, air and water emissions, environmental contamination and reclamation and the protection of the environment and natural resources. We have made, and expect to make in the future, expenditures to comply with such laws and regulations, but we cannot estimate or predict the full amount of such future expenditures. As of December 31, 2016,2019, we had $11.2$25.8 million accrued for future reclamation costs, as compared to $12.3$18.4 million as of December 31, 2015.2018.
We discuss certain environmental matters relating to our various production and other facilities, certain regulatory requirements relating to human exposure to crystalline silica and our mining activity and how such matters may affect our business in the future under Item 1, “Business,”1. Business, Item 1A, “Risk Factors”1A. Risk Factors and Item 3, “Legal3. Legal Proceedings.
Critical Accounting Policies and Estimates
Our discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements, which have been prepared in accordance with accounting principles generally accepted in the United States of America. The preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities at the dates of the financial statements and the reported revenues and expenses during the reporting periods. We evaluate these estimates and assumptions on an ongoing basis and base our estimates on historical experience, current conditions and various other assumptions that are believed to be reasonable under the circumstances. The results of these estimates form the basis for making judgments about the carrying values of assets and liabilities as well as identifying and assessing the accounting treatment with respect to commitments and contingencies. Our actual results may materially differ from these estimates.
A summary of our significant accounting policies is included in Note B - Summary of Significant Accounting Policies to the Consolidated Financial Statements in Item 88. of this Annual Report on Form 10-K. Management believes that the


application of these policies on a consistent basis enables us to provide the users of the Consolidated Financial Statements with useful and reliable information about our operating results and financial condition.

ListedDescribed below are the accounting policies we believe are critical to our financial statements due to the degree of uncertainty regarding the estimates or assumptions involved, and that we believe are critical to the understanding of our operations.operations and our performance.
Revenue Recognition
Products
We derive our product sales by mining and processing minerals that our customers purchase for various uses. Our product sales are primarily a function of the price per ton and the number of tons sold. We primarily sell our products through individual purchase orders executed under short-term price agreements or at prevailing market rates. The amount invoiced reflects product, transportation and / or additional handling services as applicable, such as storage, transloading the product from railcars to trucks and last mile logistics to the customer site. We invoice most of our product customers on a per shipment basis, although for some larger customers, we consolidate invoices weekly or monthly. Standard collection terms are net 30 days, although extended terms are offered in competitive situations.
We recognize revenue for products and materials at a point in time following the transfer of control of such items to the customer, which typically occurs upon shipment or delivery depending on the terms of the underlying contracts. We account for shipping and handling activities related to product and material sales contracts with customers as costs to fulfill our promise to transfer the associated products pursuant to the accounting policy election allowed under ASC 606-10-25-10b. Accordingly, we record amounts billed for shipping and handling costs as a component of net sales and accrue and classify related costs as a component of cost of sales at the time revenue is recognized.
For a limited number of customers, we sell under long-term, minimum purchase supply agreements. These agreements define, among other commitments, the volume of product that our customers must purchase, the volume of product that we must provide and the price that we will charge and that our customers will pay for each product. Prices under these agreements are generally fixed and subject to certain contractual adjustments. Sometimes these agreements may undergo negotiations regarding pricing and volume requirements, which may often occur in volatile market conditions. While these negotiations continue, we may deliver sand at prices or at volumes below the requirements in our existing supply agreements. An executed order specifying the type and quantity of product to be delivered, in combination with the noted agreements, comprise our contracts in these arrangements.
Service
We derive our service revenues primarily through the provision of transportation, equipment rental, and contract labor services to companies in the oil and gas industry. Transportation services typically consist of transporting customer proppant from storage facilities to proximal well-sites and are contracted through work orders executed under established pricing agreements. The amount invoiced reflects the transportation services rendered. Equipment rental services provide customers with use of either dedicated or nonspecific wellhead proppant delivery equipment solutions for contractual periods defined either through formal lease agreements or executed work orders under established pricing agreements. The amounts invoiced reflect the length of time the equipment set was utilized in the billing period. Contract labor services provide customers with proppant delivery equipment operators through work orders executed under established pricing agreements. The amounts invoiced reflect the amount of time our labor services were utilized in the billing period.
We typically invoice our customers on a weekly or monthly basis; however, some customers receive invoices upon well-site operation completion. Standard collection terms are net 30 days, although extended terms are offered in competitive situations. We typically recognize revenue for specific, dedicated equipment set rental arrangements under ASC 842, Leases. For the remaining components of service revenue, we have applied the practical expedient allowed under ASC 606-10-55-18 to recognize transportation revenues in proportion to the amount we have the right to invoice.
Contracts with Multiple Performance Obligations
From time to time, we may enter into contracts that contain multiple performance obligations, such as work orders containing a combination of product, transportation, equipment rentals, and contract labor services. For these arrangements, we allocate the transaction price to each performance obligation identified in the contract based on relative standalone selling prices, or estimates of such prices, and recognize the related revenue as control of each individual product or service is transferred to the customer, in satisfaction of the corresponding performance obligations. We typically invoice our customers on a weekly or monthly basis; however, some customers receive invoices upon well-site operation completion. Standard collection terms are net 30 days, although extended terms are offered in competitive situations.


Taxes Collected from Customers and Remitted to Governmental Authorities 
We exclude from our measurement of transaction prices all taxes assessed by governmental authorities that are both (i) imposed on and concurrent with a specific revenue-producing transaction and (ii) collected from customers. Accordingly, such tax amounts are not included as a component of net sales or cost of sales.
See Note U - Revenue.
Deferred Revenues
For a limited number of customers, we enter into supply agreements which give customers the right to make advanced payments toward the purchase of certain products at specified volumes over an average initial period of one to fifteen years. These payments represent consideration that is unconditional for which we have yet to transfer the related product. These payments are recorded as contract liabilities referred to as “deferred revenues” upon receipt and recognized as revenue upon delivery of the related product.

Unbilled Receivables
Revenues recognized in advance of invoice issuance create assets referred to as “unbilled receivables.” Any portion of our unbilled receivables for which our right to consideration is conditional on a factor other than the passage of time is considered a contract asset. These assets are presented on a combined basis with accounts receivable and are converted to accounts receivable once billed.
Accounts Receivable
The majority of our accounts receivable are due from companies in the oil and natural gas drilling, glass, building products, filler and extenders, foundries and other major industries. Credit is extended based on evaluation of a customer’s financial condition and, generally, collateral is not required. Accounts receivable are stated at amounts due from customers net of an allowance for doubtful accounts. Accounts outstanding longer than the payment terms are considered past due. We determine our allowance by considering a number of factors, including the length of time trade accounts receivable are past due, our previous loss history, the customer’s current ability to pay its obligation to us, and the condition of the general economy and the industry as a whole. Ongoing credit evaluations are performed. We write-off accounts receivable when they are deemed uncollectible, and payments subsequently received on such receivables are credited to the allowance for doubtful accounts. See Note F - Accounts Receivable and Note U - Revenue.
Impairment or Disposal of Long-Lived AssetsProperty, Plant and Mine Development
We periodically evaluate whether current events or circumstances indicate that the carrying value of our long-lived assets, including property, plant and mine development, goodwill, trade names, intellectual property and customer relationships, to be held and usedequipment assets may not be recoverable. An estimate of future cash flows may be produced by the long-lived assets, or the appropriate grouping of assets, is compared toIf circumstances indicate that the carrying value to determine whether an impairment exists. If an asset is determined tomay not be impaired, the loss is measured based on quoted market prices in active markets, if available. If quoted market prices are not available, therecoverable, we estimate future undiscounted net cash flows using estimates of fair value is based on various valuation techniques, including a discounted value ofproven and probable sand reserves, estimated future sales prices (considering historical and current prices, price trends and related factors) and operating costs and anticipated capital expenditures. If the undiscounted cash flows. A detailed determination of the fair value may be carried forward from one year to the next if certain criteria have been met. We report an asset to be disposed of at the lower of its carrying value or its estimated net realizable value.
Factors we generally consider important in our evaluation and that could trigger an impairment review offlows are less than the carrying value of long-livedthe assets, include significant underperformance relativewe recognize an impairment loss equal to expected operating trends, significant changes in the way assets are used, underutilizationamount by which the carrying value exceeds the fair value of our tangible assets, discontinuance of certain products by us or by our customers, a decrease in estimated mineral reserves, and significant negative industry or economic trends.the assets.
The recoverability of the carrying value of our mineral properties is dependent upon the successful development, start-up and commercial production of our mineral deposit and the related processing facilities. Our evaluation of mineral properties for potential impairment primarily includes assessing the existence or availability of required permits and evaluating changes in our mineral reserves, or the underlying estimates and assumptions, including estimated production costs. Assessing the economic feasibility requires certain estimates, including the prices of products to be produced and processing recovery rates, as well as operating and capital costs.
Although we believeGains on the carrying valuessale of our long-livedproperty, plant and mine development are included in income when the assets were realizable asare disposed of provided there is more than reasonable certainty of the relevant balance sheet date,collectability of the sales price and any future events could causeactivities required to be performed by us relating to conclude otherwise.the disposal of the assets are complete or insignificant. Upon retirement or disposal of assets, all costs and related accumulated depreciation or amortization are written-off.
Mine Reclamation Costs and Asset Retirement Obligations
We recognize the fair value of any liability for conditional asset retirement obligations, including environmental remediation liabilities when incurred, which is generally upon acquisition, construction or development and/or through the


normal operation of the asset, if sufficient information exists to reasonably estimate the fair value of the liability. These obligations generally include the estimated net future costs of dismantling, restoring and reclaiming operating mines and related mine sites, in accordance with federal, state, local regulatory and land lease agreement requirements. The liability is accreted over time through periodic charges to earnings. In addition, the asset retirement cost is capitalized as part of the asset’s carrying value and amortized over the life of the related asset. Reclamation costs are periodically adjusted to reflect changes in the estimated present value resulting from the passage of time and revisions to the estimates of either the timing or amount of the reclamation and abandonment costs. The reclamation obligation is based on when spending for an existing environmental disturbance will occur. If the asset retirement obligation is settled for other than the carrying amount of the liability, a gain or loss is recognized on settlement. We review, on an annual basis, unless otherwise deemed necessary, the reclamation obligation at each mine site in accordance with ASC guidance for accounting reclamation obligations.
Future remediation costs for inactive minesSee Note M - Asset Retirement Obligations.
Goodwill and Other Intangible Assets and Related Impairment
Our intangible assets consist of goodwill, which is not being amortized, indefinite-lived intangibles, which consist of certain trade names that are accrued basednot subject to amortization, intellectual property and customer relationships.
Intellectual property mainly consists of patents and technology, and it is amortized on management’s best estimate ata straight-line basis over an average useful life of 15 years. Customer relationships are amortized on a straight-line basis over their useful life of 20, 15 or 13 years.
Goodwill represents the end of each periodexcess of the costs expected to be incurred at a site. Such cost estimates include, where applicable, ongoing care, maintenancepurchase price of business combinations over the fair value of net assets acquired. Goodwill and monitoring costs. Changes in estimates at inactive minestrade names are reflected in earnings inreviewed for impairment annually as of October 31, or more frequently when indicators of impairment exist. An impairment exists if the period an estimate is revised.

Accounts Receivable and Allowance for Doubtful Accounts
Trade accounts receivable are recognized at their invoiced amounts and do not bear interest. Credit is extended based on evaluationfair value of a customer’sreporting unit to which goodwill has been allocated, or the fair value of indefinite-lived intangible assets, is less than their respective carrying values. Prior to conducting a formal impairment test, we have an option to assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that is more likely than not (more than 50%) that the fair value of a reporting unit is less than its carrying amount. Such qualitative factors may include the following: macroeconomic conditions; industry and market considerations; cost factors; overall financial conditionperformance; and generally, collateralother relevant entity-specific events. If the qualitative assessment determines that an impairment is more likely than not, required. Accounts receivable are generally due within 30 daysor if we choose to bypass the qualitative assessment, we perform a quantitative assessment by comparing the fair value of a reporting unit with its carrying amount and are stated at amounts due from customers netrecognize an impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value; however, the loss recognized should not exceed the total amount of an allowance for doubtful accounts. Accounts outstanding longer than the payment terms are considered past due. We determine our allowance by considering a number of factors, including the length of time trade accounts receivable are past due, our previous loss history, the customer’s current abilitygoodwill allocated to pay its obligation to us,that reporting unit.
See Note I - Goodwill and the condition of the general economy and the industry as a whole. Ongoing credit evaluations are performed. We write-off accounts receivable when they are deemed uncollectible, and payments subsequently received on such receivables are credited to the allowance for doubtful accounts.Intangible Assets.
Self-Insurance and Product Liability Claim Reserves
We are self-insured for various levels of employee health insurance coverage, workers’ compensation and third partythird-party product liability claims alleging occupational disease. We purchase insurance coverage for claim amounts which exceed our self-insured retentions. Depending on the type of insurance, these self-insured retentions range from $100,000$0.1 million to $500,000$0.5 million per occurrence.
Our insurance reserves are accrued based on estimates of the ultimate cost of claims expected to occur during the covered period. These estimates are prepared with the assistance of outside actuaries and consultants. Our actuaries periodically review the volume and amount of claims activity, and based upon their findings, we adjust our insurance reserves accordingly. The ultimate cost of claims for a covered period may differ from our original estimates. The current portion of our self-insurance reserves is included in accrued liabilities and the non-current portion is included in other long-term obligations in our Balance Sheets. As of December 31, 2019 and 2018, our self-insurance reserves totaled $6.6 million and $5.4 million, respectively, of which $4.1 million and $2.6 million, respectively, was classified as current.
Employee Benefit Plans
We provide a range of benefits to our employees and retired employees, including pensions and post-retirement healthcare and life insurance benefits. We record annual amounts relating to these plans based on calculations specified by generally accepted accounting principles, which include various actuarial assumptions, including discount rates, assumed rates of returns, compensation increases, turnover rates, mortality table, and healthcare cost trend rates. We review the actuarial assumptions on an annual basis and make modifications to the assumptions based on current rates and trends when it is deemed appropriate to do so. As required by U.S. generally accepted accounting principles, the effect of the modifications is generally recorded or amortized over future periods. We believe that the assumptions utilized in recording our obligations under the plans, which are presented in Note PR - Pension and Post-Retirement Benefits to our Consolidated Financial Statements in


Item 88. of this Annual Report on Form 10-K, are reasonable based on advice from our actuaries and information as to assumptions used by other employers.
Equity-BasedEquity-based Compensation Expense
We grant stock options, restricted stock, restricted stock units and performance share units to certain of our employees and directors under the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan. We recognize equity-basedthe cost of employee services rendered in exchange for awards of equity instruments.
Vesting of restricted stock and restricted stock units is based on the individual continuing to render service over a three-year vesting schedule. Cash dividend equivalents are accrued and paid to the holders of time based restricted stock units and restricted stock. The fair value of the restricted stock awards is equal to the market price of our stock at date of grant. The restricted award-related compensation expense is recognized, on a straight-line basis, over the vesting period.
We grant performance share units to certain employees in our consolidated statementswhich the number of income usingshares of common stock ultimately received is determined based on achievement of certain performance thresholds over a fair value based method. Stock option fair value methods use a valuation model for shorter-term, market-traded financial instruments to theoretically valuespecified performance period (generally three years) in accordance with the stock option grants even though theyaward agreement. Cash dividend equivalents are not available for trading and are of longer duration. The Black-Scholes option-pricing model that we use includes the input of certain variables that are dependentaccrued or paid on future expectations, including the expected lives of our options from grant date to exercise date, the volatility of our underlying common shares in the market over that time period, and the rate of dividends that we will pay during that time. Our estimates of these variables are made for the purpose of using the valuation model to determine an expense for each reporting period and are not subsequently adjusted.performance share units. We recognize expense related tobased on the estimated vesting of our performance share units granted.granted and the grant date market price. The estimated vesting of the performance share units is principally based on the probability of achieving certain financial performance levels during the vesting periods. ForIn the period it becomes probable that the minimum performance criteria specified in the award agreement will be achieved, we recognize expense for the proportionate share of the total fair value of the award related to the vesting period that has already lapsed. The remaining fair value of the award is expensed on a straight-line basis over the remaining vesting period.
We grant certain employees performance share units, the vesting of which is based on the Company’s total shareholder return (“TSR”) ranking among a peer group over a three-year period. The number of units that will vest will depend on the percentage ranking of the Company's TSR compared to the TSRs for each of the companies in the peer group over the performance period. For these awards subject to market conditions, a binomial-lattice model (i.e., Monte Carlo simulation model) is used to fair value these awards at grant date. Unlike mostThe related compensation expense is recognized, on a straight-line basis, over the vesting period.
We grant stock options to certain employees and directors. Stock options vest on a vesting schedule and the related compensation expense is recognized over the vesting period, usually over 3 or 4 years. In calculating the compensation expense for stock options granted, we estimate the fair value of our expenses,each grant using the resulting equity-based compensation expense's impact on earningsBlack-Scholes option-pricing model.
The fair value of stock options granted is a non-cash charge that is never measured by, or adjusted based on a cash outflow.the exercise price of the option and certain assumptions, which are evaluated and revised, as necessary, to reflect market conditions and experience. Our expected forfeiture rate is the estimated percentage of options granted that are expected to be forfeited or canceled on an annual basis before becoming fully vested. Our expected term is the period of time over which the options are expected to remain outstanding. An increase in the expected term will increase compensation expense. The computation of the expected term is based on the simplified method, under which the expected term is presumed to be the mid-point between the average vesting date and the end of the contractual term. The assumptions for expected volatility are based on historical experience for the same periods as our expected lives. Risk-free interest rates are set using grant-date U.S. Treasury yield curves for the same periods as our expected lives. The expected dividend yield is based on our future dividend expectations for the same periods as our expected lives. See Note P - Equity-based Compensation.

Income Taxes
Deferred taxes are provided on the liability method whereby deferred tax assets are recognized for deductible temporary differences and operating loss and tax credit carry-forwardscarry forwards and deferred tax liabilities are recognized for taxable temporary differences. This approach requires recognition of deferred tax liabilities and assets for the expected future tax consequences of events that have been included in the financial statements or tax returns. Under this method, deferred tax liabilities and assets are determined based upon the difference between the financial statement and tax basis of assets and liabilities using enacted tax rates in effect for the year in which the expenses are expected to reverse. Valuation allowances are provided if, based on the weight of available evidence, it is more likely than not that some or all of the deferred tax assets will not be realized.
We recognize a tax benefit associated with an uncertain tax position when, in ourmanagement’s judgment, it is more likely than not that the position will be sustained upon examination by a taxing authority. For a tax position that meets the more-likely-than-not recognition threshold, we initially and subsequently measure the tax benefit as the largest amount that it judgeswe judge to have a greater than 50% likelihood of being realized upon ultimate settlement with a taxing authority. The liability associated


with unrecognized tax benefits is adjusted periodically due to changing circumstances, such as the progress of tax audits, case law developments and new or emerging legislation. Such adjustments are recognized entirely in the period in which they are identified. The effective tax rate includes the net impact of changes in the liability for unrecognized tax benefits and subsequent adjustments as considered appropriate by management. At the adoption date, we applied the uncertain tax position guidance to all tax positions for which the statute of limitations remained open. The adoption of this guidance did not have a material impact on our consolidated financial condition or results of operations.
We evaluate quarterly the realizability of our deferred tax assets by assessing the need for a valuation allowance and by adjusting the amount of such allowance, if necessary. The factors used to assess the likelihood of realization are our forecast of future taxable income and available tax planning strategies that could be implemented to realize the net deferred tax assets. Failure to achieve forecasted taxable income might affect the ultimate realization of the net deferred tax assets. Factors that may affect our ability to achieve sufficient forecasted taxable income include, but are not limited to, the following: a decline in sales or margins, increased competition or loss of market share. In addition, we operate within multiple taxing jurisdictions and are subject to audit in these jurisdictions. These audits can involve complex issues, which may require an extended time to resolve. We believe that adequate provisions for income taxes have been made for all years.
The largest permanent item in computing both our effective tax rate and taxable income is the deduction allowed for statutory depletion. The impact of statutory depletion on the effective tax rate is presented in Note Q to our Consolidated Financial Statements in Item 8 of this Annual Report on Form 10-K. The deduction for statutory depletion does not necessarily change proportionately to changes in income before income taxes. See Note T - Income Taxes.
Recent Accounting Pronouncements
New accounting guidance that we have recently adopted, as well as accounting guidance that has been recently issued but not yet adopted by us, are includedis described in Note B - Summary of Significant Accounting Policies to our Consolidated Financial Statements in Part II, Item 8 of this Annual Report on Form 10-K.



ITEM 7A.QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
Market Risk
We are exposed to certain market risks, which exist as a part of our ongoing business operations. Such risks arise from adverse changes in market rates, prices and conditions. We address such market risks as discussed in "How“Recent Trends and Outlook” and"How We Generate Our Sales" in Item 7 of this Form 10-K,7. Management's Discussion and Analysis of Financial Condition and Results of Operations.
Interest Rate Risk
We are exposed to interest rate risk arising from adverse changes in interest rates. As of December 31, 2016,2019, we have $494.2 millionhad $1.248 billion of debt outstanding under our senior credit facility.the Credit Agreement. Assuming no change in the amount outstanding, and LIBOR is greater than the 1.0% minimum base rate on the senior secured term loan facility,Term Loan, a hypothetical increase or decrease in interest rates by 1.0% would have changed our interest expense by $4.9$12.5 million $3.0 millionper year.
LIBOR is expected to be discontinued after 2021 and $1.3 million forthere can be no assurance as to what alternative base rate may replace LIBOR in the years ended December 31, 2016, 2015event it is discontinued, or whether such base rate will be more or less favorable to us. We intend to monitor the developments with respect to LIBOR and 2014, respectively.work with our lenders, including under the Credit Agreement, to ensure any transition away from LIBOR will have a minimal impact on our financial condition, but can provide no assurances regarding the impact of the discontinuation of LIBOR.
We use interest rate derivatives in the normal course of our business to manage both our interest cost and the risks associated with changing interest rates. We do not use derivatives for trading or speculative purposes. The following table summarizesAs of December 31, 2019, the fair value of our derivative instruments (in thousands, except contract/notional amount) at December 31, 2016interest rate swaps was a liability of $2.8 million and 2015:a liability of $1.3 million and classified within accounts payable and accrued liabilities on our balance sheet. Our interest rate cap matured on June 30, 2019. For more information see Note O - Derivative Instruments to our Consolidated Financial Statements in Part II, Item 8. of this Annual Report on Form 10-K.    
   December 31, 2016   December 31, 2015
 
Maturity
Date
 
Contract/Notional
Amount
 
Carrying
Amount
 
Fair
Value
 
Maturity
Date
 
Contract/Notional
Amount
 
Carrying
Amount
 
Fair
Value
Interest rate cap agreement(1)
2019 $249 million $72
 $72
 2016 $252 million $
 $
(1)Agreements limit the LIBOR floating interest rate base to 4%.
Credit Risk
We are subject to risks of loss resulting from nonpayment or nonperformance by our customers. We examine the creditworthiness of third-party customers to whom we extend credit and manage our exposure to credit risk through credit analysis, credit approval, credit limits and monitoring procedures, and for certain transactions, we may request letters of credit, prepayments or guarantees, although collateral is generally not required.
Despite enhancing our examination of our customers' credit worthiness,creditworthiness, we may still experience delays or failures in customer payments. Some of our customers have reported experiencing financial difficulties. With respect to customers that may file for bankruptcy protection, we may not be able to collect sums owed to us by these customers and we also may be required to refund pre-petition amounts paid to us during the preference period (typically 90 days) prior to the bankruptcy filing.




ITEM 8.FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA

The following Consolidated Financial Statements are filed as part of this Annual Report on Form 10-K:
U.S. SILICA HOLDINGS, INC.





REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
Board of Directors and Shareholders
U.S. Silica Holdings, Inc.

Opinion on the financial statements
We have audited the accompanying consolidated balance sheets of U.S. Silica Holdings, Inc. (a Delaware corporation) and subsidiaries (the “Company”) as of December 31, 20162019 and 2015, and2018, the related consolidated statements of operations, comprehensive income, stockholders’ equity, and cash flows for each of the three years in the period ended December 31, 2016. 2019, and the related notes and financial statement schedule (collectively referred to as the “financial statements”). In our opinion, thefinancial statements present fairly, in all material respects, the financial position of the Companyas of December 31, 2019 and 2018, and the results of itsoperations and itscash flows for each of the three years in the period ended December 31, 2019, in conformity with accounting principles generally accepted in the United States of America.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (“PCAOB”), the Company’s internal control over financial reporting as of December 31, 2019, based on criteria established in the 2013 Internal Control-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (“COSO”), and our report dated February 25, 2020 expressed an unqualified opinion.
Change in accounting principle
As discussed in Note B to the consolidated financial statements, the Company changed its method of accounting for leases on January 1, 2019 due to the adoption of Accounting Standard Codification (“ASC”) 842, Leases.
Basis for opinion
These financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on thesethe Company’s financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
We conducted our audits in accordance with the standards of the Public Company Accounting Oversight Board (United States).PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement. An audit includesmisstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence supporting the amounts and disclosures in the financial statements. An auditOur audits also includes assessingincluded evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statement presentation.statements. We believe that our audits provide a reasonable basis for our opinion.
InCritical audit matters
The critical audit matters communicated below are matters arising from the current period audit of the financial statements that were communicated or required to be communicated to the audit committee and that: (1) relate to accounts or disclosures that are material to the financial statements and (2) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the financial statements, taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical audit matters or on the accounts or disclosures to which they relate.
Revenue Recognition of Contract Shortfall
As described in Note U, during 2019 the Company recognized revenue as variable consideration from shortfall penalties according to contract terms in the amount of $70.6 million. In some cases the amounts recorded are estimates which are based on the current status of negotiations with certain customers.
The principal consideration for our determination that this revenue recognition represents a critical audit matter relates to the judgments and assumptions associated with management’s determination of the amount of revenue to be recognized as a result of shortfall penalties. Management’s revenue recognition was based on the application of Accounting Standards Codification 606 Revenues from Contracts with Customers, their interpretation of customer contract terms and conditions along with their assessment of collectability of the related amounts.


Our audit procedures related to contract shortfall revenue recognition included the following:
We tested the design and operating effectiveness of key controls related to revenue accounting, including controls relating to management’s assessment of unusual or infrequent transactions;
We obtained and reviewed customer contracts;
We tested the calculations supporting the amounts that formed the basis for the revenue amounts recognized;
We assessed the reasonableness of the accounting principles applied;
We tested management’s assumptions related to collectability of the recorded amounts.

Impairment of Tangible and Right-Of-Use Assets
As described in Note Z to the consolidated financial statements, referred to above present fairly,during the fourth quarter of 2019 the Company experienced a decline in all material respects,demand for certain products. Based on the financial positionnoted decline, the Company also experienced a decline in the utilization of U.S. Silica Holdings, Inc.its leased railcar fleet. Given this information the Company completed an impairment assessment of frac sand-related assets, which included property, plant and subsidiariesmine development and right-of-use (ROU) assets. As a result, the Company recognized a $243.1 million asset impairment in their Oil & Gas Proppants business segment as well as a $115.4 million ROU asset impairment.
The principal consideration for our determination that these impairments represent a critical audit matter is the judgments, complexity and subjectivity involved in management’s determination of December 31, 2016the impairment amounts.
For the property, plant and 2015, andmine development impairment, the resultsCompany performed an analysis of their operations and theirthe estimated future undiscounted net cash flows for eachby asset group (each plant) using estimates of proven and probable sand reserves, estimated future sales prices and operating costs, and expected future capital expenditures and determined that the fair value of these assets was less than their carrying value. The Company then recognized an impairment loss equal to the amount by which the carrying value exceeded the fair value of the three yearsassets.
The impairment related to the ROU assets was recorded based on the evaluation of estimated future replacement costs for railcars as an asset group using market data. This assessment was performed by utilizing internally developed undiscounted cash flow models and quoted market prices and then discounting the future cash flows over the life of the assets utilizing an appropriate discount rate.
Our audit procedures related to the impairment of property, plant and mine development and ROU assets included the following:
We tested the design and operating effectiveness of key controls related to the accounting for the 2019 impairments;
We assessed the qualifications and competence of management who performed the internal impairment analysis;
We evaluated the methodology used to determine the fair value of the property, plant and mine development, including the grouping of the assets;
We evaluated the methodology used to determine the fair value of the ROU assets, including the grouping of the assets;
We tested the assumptions used in the period ended December 31, 2016 in conformity with accounting principles generally acceptedvaluation models for the property, plant and mine development assets which included estimates of proven and probable reserves, estimated future sales prices and operating costs and expected future capital expenditures;
We tested the assumptions used in the United States of America.valuation models for the ROU assets which included future replacement costs for railcars, asset lives and discount rate.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), the Company’s internal control over financial reporting as of December 31, 2016, based on criteria established in the 2013 Internal Control—Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO), and our report dated February 23, 2017 expressed an unqualified opinion.
/s/ GRANT THORNTON LLP
Baltimore, MarylandWe have served as the Company’s auditor since 2004.
Houston, Texas
February 23, 201725, 2020





U.S. SILICA HOLDINGS, INC.
CONSOLIDATED BALANCE SHEETS
(in thousands)
 December 31,
 2019 2018
ASSETS
Current Assets:   
Cash and cash equivalents$185,740
 $202,498
Accounts receivable, net182,238
 215,486
Inventories, net124,432
 162,087
Prepaid expenses and other current assets16,155
 17,966
Income tax deposits475
 2,200
Total current assets509,040
 600,237
Property, plant and mine development, net1,517,587
 1,826,303
Operating lease right-of-use assets53,098
 
Goodwill273,524
 261,340
Intangible assets, net183,815
 194,626
Other assets16,170
 18,334
Total assets$2,553,234
 $2,900,840
LIABILITIES AND STOCKHOLDERS’ EQUITY
Current Liabilities:   
Accounts payable and accrued expenses$248,237
 $216,400
Current portion of operating lease liabilities53,587
 
Current portion of long-term debt18,463
 13,327
Current portion of deferred revenue15,111
 31,612
Total current liabilities335,398
 261,339
Long-term debt, net1,213,985
 1,246,428
Deferred revenue35,523
 81,707
Liability for pension and other post-retirement benefits58,453
 57,194
Deferred income taxes, net38,585
 137,239
Operating lease liabilities117,964
 
Other long-term obligations36,746
 64,629
Total liabilities1,836,654
 1,848,536
Commitments and Contingencies (Note Q)


 


Stockholders’ Equity:   
Preferred stock, $0.01 par value, 10,000,000 shares authorized; zero issued and outstanding at December 31, 2019 and 2018
 
Common stock, $0.01 par value, 500,000,000 shares authorized; 82,601,926 issued and 73,601,950 outstanding at December 31, 2019; 81,811,977 issued and 73,148,853 outstanding at December 31, 2018823
 818
Additional paid-in capital1,185,116
 1,169,383
Retained (deficit) earnings(279,956) 67,854
Treasury stock, at cost, 8,999,976 and 8,663,124 shares at December 31, 2019 and 2018, respectively(180,912) (178,215)
Accumulated other comprehensive loss(19,854) (15,020)
Total U.S. Silica Holdings, Inc. stockholders’ equity705,217
 1,044,820
Non-controlling interest11,363
 7,484
Total stockholders' equity716,580
 1,052,304
Total liabilities and stockholders’ equity$2,553,234
 $2,900,840
The accompanying notes are an integral part of these financial statements.

U.S. SILICA HOLDINGS, INC.
CONSOLIDATED STATEMENTS OF OPERATIONS
(in thousands, except per share amounts)
 December 31,
 2016 2015
 (in thousands)
ASSETS
Current Assets:   
Cash and cash equivalents$711,225
 $277,077
Short-term investments
 21,849
Accounts receivable, net89,006
 58,706
Inventories, net78,709
 65,004
Prepaid expenses and other current assets12,323
 9,921
Income tax deposits1,682
 6,583
Total current assets892,945
 439,140
Property, plant and mine development, net783,313
 561,196
Goodwill240,975
 68,647
Trade names32,318
 14,474
Intellectual property57,270
 
Customer relationships, net50,890
 6,453
Other assets15,509
 18,709
Total assets$2,073,220
 $1,108,619
LIABILITIES AND STOCKHOLDERS’ EQUITY
Current Liabilities:   
Accounts payable$70,778
 $49,631
Dividends payable5,221
 3,453
Accrued liabilities13,034
 11,708
Accrued interest169
 58
Current portion of long-term debt4,821
 3,330
Current portion of capital leases2,237
 
Current portion of deferred revenue13,700
 15,738
Total current liabilities109,960
 83,918
Long-term debt508,417
 488,375
Liability for pension and other post-retirement benefits56,746
 55,893
Deferred revenue58,090
 59,676
Deferred income taxes, net50,075
 19,513
Obligations under capital lease717
 
Other long-term obligations15,925
 17,077
Total liabilities799,930
 724,452
Stockholders’ Equity:   
Preferred stock
 
Common stock811
 539
Additional paid-in capital1,129,051
 194,670
Retained earnings163,173
 220,974
Treasury stock, at cost(3,869) (15,845)
Accumulated other comprehensive loss(15,876) (16,171)
Total stockholders’ equity1,273,290
 384,167
Total liabilities and stockholders’ equity$2,073,220
 $1,108,619
 Year Ended 
 December 31,
 2019 2018 2017
Sales:     
Product$1,168,472
 $1,282,799
 $1,010,394
Service306,005
 294,499
 230,457
Total sales1,474,477
 1,577,298
 1,240,851
Cost of sales (excluding depreciation, depletion and amortization):     
Product900,091
 955,469
 714,521
Service233,202
 207,660
 152,299
Total cost of sales (excluding depreciation, depletion and amortization)1,133,293
 1,163,129
 866,820
Operating expenses:     
Selling, general and administrative150,848
 146,971
 107,056
Depreciation, depletion and amortization179,444
 148,832
 97,233
Goodwill and other asset impairments363,847
 281,899
 
Total operating expenses694,139
 577,702
 204,289
Operating (loss) income(352,955) (163,533) 169,742
Other (expense) income:     
Interest expense(95,472) (70,564) (31,342)
Other income (expense), net, including interest income19,519
 4,144
 (1,874)
Total other expense(75,953) (66,420) (33,216)
(Loss) income before income taxes(428,908) (229,953) 136,526
Income tax benefit99,151
 29,132
 8,680
Net (loss) income$(329,757) $(200,821) $145,206
Less: Net loss attributable to non-controlling interest(675) (13) 
Net (loss) income attributable to U.S. Silica Holdings, Inc.$(329,082) $(200,808) $145,206
(Loss) earnings per share attributable to U.S. Silica Holdings, Inc.:     
Basic$(4.49) $(2.63) $1.79
Diluted$(4.49) $(2.63) $1.77
Weighted average shares outstanding:     
Basic73,253
 76,453
 81,051
Diluted73,253
 76,453
 81,960
Dividends declared per share$0.25
 $0.25
 $0.25
The accompanying notes are an integral part of these financial statements.



U.S. SILICA HOLDINGS, INC.
CONSOLIDATED STATEMENTS OF OPERATIONSCOMPREHENSIVE INCOME (LOSS)
(in thousands)
 Year Ended December 31,
 2016 2015 2014
 (in thousands, except per share amounts)
Sales$559,625
 $642,989
 $876,741
Cost of goods sold (excluding depreciation, depletion and amortization)477,295
 495,066
 566,584
Operating expenses     
Selling, general and administrative67,727
 62,777
 88,971
Depreciation, depletion and amortization68,134
 58,474
 45,019
 135,861
 121,251
 133,990
Operating income (loss)(53,531) 26,672
 176,167
Other income (expense)     
Interest expense(27,972) (27,283) (18,202)
Other income, net, including interest income3,758
 728
 758
 (24,214) (26,555) (17,444)
Income (loss) before income taxes(77,745) 117
 158,723
Income tax benefit (expense)36,689
 11,751
 (37,183)
Net income (loss)$(41,056) $11,868
 $121,540
Earnings (loss) per share:     
Basic$(0.63) $0.22
 $2.26
Diluted$(0.63) $0.22
 $2.24
Weighted average shares outstanding:     
Basic65,037
 53,344
 53,719
Diluted65,037
 53,601
 54,296
Dividends declared per share$0.25
 $0.44
 $0.50
 Year Ended 
 December 31,
 2019 2018 2017
Net (loss) income$(329,757) $(200,821) $145,206
Other comprehensive (loss) income:     
Unrealized loss on derivatives (net of tax of $(456), $(470), and $(27) for 2019, 2018, and 2017, respectively)(1,432) (1,545) (44)
Foreign currency translation adjustment (net of tax of $(60), $(196), and $2 for 2019, 2018 and 2017, respectively)(188) (614) (6)
Pension and other post-retirement benefits liability adjustment (net of tax of $(1,024), $339, and $1,205 for 2019, 2018 and 2017, respectively)(3,214) 1,065
 2,000
Comprehensive (loss) income$(334,591) $(201,915) $147,156
Less: Comprehensive loss attributable to non-controlling interest(675) (13) 
Comprehensive (loss) income attributable to U.S. Silica Holdings, Inc.$(333,916) $(201,902) $147,156
The accompanying notes are an integral part of these financial statements.



U.S. SILICA HOLDINGS, INC.
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOMESTOCKHOLDERS’ EQUITY
(in thousands, except per share amounts)
 Year Ended December 31,
 2016 2015 2014
 (in thousands)
Net income$(41,056) $11,868
 $121,540
Other comprehensive income:     
Unrealized gain (loss) on derivatives (net of tax of $29, $34 and ($32) for 2016, 2015, and 2014, respectively)49
 53
 (55)
Unrealized gain (loss) on investments (net of tax of ($4), $29 and ($8) for 2016, 2015, and 2014, respectively)(6) 47
 (14)
Pension and other post-retirement benefits liability adjustment (net of tax of $152, $2,469 and ($9,678) for 2016, 2015, and 2014, respectively)252
 3,547
 (15,732)
Comprehensive income$(40,761) $15,515
 $105,739
 Common
Stock
Treasury
Stock
Additional
Paid-In
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Loss
Total U.S. Silica Holdings Inc., Stockholders’
Equity
Non-controlling InterestTotal
Stockholders’
Equity
Balance at January 1, 2017$811
$(3,869)$1,129,051
$163,173
$(15,876)$1,273,290
$
$1,273,290
Net income


145,206

145,206

145,206
Unrealized loss on derivatives



(44)(44)
(44)
Foreign currency translation adjustment



(6)(6)
(6)
Pension and post-retirement liability



2,000
2,000

2,000
Cash dividend declared ($0.25 per share)


(20,387)
(20,387)
(20,387)
Common stock-based compensation plans activity:















Equity-based compensation

25,050


25,050

25,050
Proceeds from options exercised
1,190
(392)

798

798
Issuance of restricted stock
1,859
(1,859)




Shares withheld for tax payments related to vested restricted stock and stock units1
386
(4,766)

(4,379)
(4,379)
Repurchase of common stock
(25,022)


(25,022)
(25,022)
Balance at December 31, 2017812
(25,456)1,147,084
287,992
(13,926)1,396,506

1,396,506
Net loss


(200,808)
(200,808)(13)(200,821)
Unrealized loss on derivatives



(1,545)(1,545)
(1,545)
Foreign currency translation adjustment



(614)(614)
(614)
Pension and post-retirement liability



1,065
1,065

1,065
Cash dividend declared ($0.25 per share)


(19,330)
(19,330)
(19,330)
Contributions from non-controlling interest





7,497
7,497
Common stock-based compensation plans activity:















Equity-based compensation

22,337


22,337

22,337
Proceeds from options exercised
93
(32)

61

61
Shares withheld for tax payments related to vested restricted stock and stock units6
(4,383)(6)

(4,383)
(4,383)
Repurchase of common stock
(148,469)


(148,469)
(148,469)


Balance at December 31, 2018818
(178,215)1,169,383
67,854
(15,020)1,044,820
7,484
1,052,304
Net loss


(329,082)
(329,082)(675)(329,757)
Unrealized loss on derivatives



(1,432)(1,432)
(1,432)
Foreign currency translation adjustment



(188)(188)
(188)
Pension and post-retirement liability



(3,214)(3,214)
(3,214)
Cash dividend declared ($0.25 per share)


(18,728)
(18,728)
(18,728)
Contributions from non-controlling interest





4,554
4,554
Common stock-based compensation plans activity:        
Equity-based compensation

15,906


15,906

15,906
Proceeds from options exercised
296
(168)

128

128
Shares withheld for tax payments related to vested restricted stock and stock units5
(2,993)(5)

(2,993)
(2,993)
Balance at December 31, 2019$823
$(180,912)$1,185,116
$(279,956)$(19,854)$705,217
$11,363
$716,580
The accompanying notes are an integral part of these financial statements.



U.S. SILICA HOLDINGS, INC.
CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITYCASH FLOWS
(in thousands)
         Accumulated  
     Additional   Other Total
 Common Treasury Paid-In Retained Comprehensive Stockholders'
 Stock Stock Capital Earnings Income (Loss) Equity
 (in thousands)
Balance at January 1, 2014$534
 $
 $174,799
 $137,978
 $(4,017) $309,294
Net income
 
 
 121,540
 
 121,540
Unrealized loss on derivatives
 
 
 
 (55) (55)
Unrealized loss on short-term investments
 
 
 
 (14) (14)
Pension and post-retirement liability
 
 
 
 (15,732) (15,732)
Cash dividend declared ($0.500 per share)
 
 
 (26,967) 
 (26,967)
Common stock-based compensation plans activity:           
Equity-based compensation
 
 7,487
 
 
 7,487
Excess tax benefit from equity compensation
 
 3,813
 
 
 3,813
Proceeds from options exercised4
 572
 4,987
 
 
 5,563
Shares withheld for employee taxes related to           
vested restricted stock and stock units1
 (615) 
 
 
 (614)
Repurchase of common stock
 (499) 
 
 
 (499)
Balance at December 31, 2014539
 (542) 191,086
 232,551
 (19,818) 403,816
Net income
 
 
 11,868
 
 11,868
Unrealized gain on derivatives
 
 
 
 53
 53
Unrealized gain on short-term investments
 
 
 
 47
 47
Pension and post-retirement liability
 
 
 
 3,547
 3,547
Cash dividend declared ($0.438 per share)
 
 
 (23,445) 
 (23,445)
Common stock-based compensation plans activity:           
Equity-based compensation
 
 3,857
 
 
 3,857
Proceeds from options exercised
 744
 (271) 
 
 473
Shares withheld for employee taxes related to           
vested restricted stock and stock units
 (792) (2) 
 
 (794)
Repurchase of common stock
 (15,255) 
 
 
 (15,255)
Balance at December 31, 2015539
 (15,845) 194,670
 220,974
 (16,171) 384,167
Net loss
 
 
 (41,056) 
 (41,056)
Issuance of common stock (stock offerings net of issuance costs of $25,732)272
 
 931,016
 
 
 931,288
Unrealized gain on derivatives
 
 
 
 49
 49
Unrealized loss on short-term investments
 
 
 
 (6) (6)
Pension and post-retirement liability
 
 
 
 252
 252
Cash dividend declared ($0.25 per share)
 
 
 (16,893) 
 (16,893)
Common stock-based compensation plans activity:           
Equity-based compensation
 
 12,107
 
 
 12,107
Excess tax benefit from equity-based compensation
 
 
 148
 
 148
Proceeds from options exercised
 8,465
 (3,640) 
 
 4,825
Issuance of restricted stock
 1,437
 (1,437) 
 
 
Shares withheld for employee taxes related to           
vested restricted stock and stock units
 2,074
 (3,665) 
 
 (1,591)
Balance at December 31, 2016$811
 $(3,869) $1,129,051
 $163,173
 $(15,876) $1,273,290
 Year Ended 
 December 31,
 2019 2018 2017
Operating activities:     
Net (loss) income$(329,757) $(200,821) $145,206
Adjustments to reconcile net (loss) income to net cash provided by operating activities:    
Depreciation, depletion and amortization179,444
 148,832
 97,233
Goodwill and other asset impairments363,847
 281,899
 
Debt issuance amortization5,597
 4,044
 1,382
Original issue discount amortization1,053
 832
 372
Gain on valuation change of royalty note payable(16,854) 
 
Inventory step-up adjustments22,373
 20,107
 3,812
Deferred income taxes(101,682) (31,070) (20,601)
Deferred revenue(74,910) (36,720) 28,438
(Loss) gain on disposal of property, plant and equipment1,573
 (5,170) 415
Equity-based compensation15,906
 22,337
 25,050
Bad debt provision, net of recoveries3,466
 315
 1,529
Other(12,042) (13,536) 13,929
Changes in operating assets and liabilities, net of effects of acquisitions:     
Accounts receivable33,837
 56,815
 (110,920)
Inventories11,182
 (7,022) (8,637)
Prepaid expenses and other current assets8,547
 (2,678) 8,787
Income taxes1,725
 (3,764) 1,469
Accounts payable and accrued expenses21,024
 26,907
 43,654
Short-term and long-term obligations-vendor incentives4,021
 52,806
 
Liability for pension and other post-retirement benefits2,734
 4,608
 (705)
Other noncurrent assets and liabilities2,962
 (8,015) (8,400)
Net cash provided by operating activities144,046
 310,706
 222,013
Investing activities:     
Capital expenditures(118,357) (339,815) (368,479)
Capitalized intellectual property costs(3,932) (10,046) (3,586)
Acquisition of businesses, net of cash acquired
 (743,249) (119,801)
Proceeds from sale of property, plant and equipment1,896
 26,231
 337
Net cash used in investing activities(120,393) (1,066,879) (491,529)
Financing activities:     
Dividends paid(18,592) (19,912) (20,377)
Repurchase of common stock
 (148,469) (25,022)
Proceeds from options exercised128
 61
 798
Tax payments related to shares withheld for vested restricted stock and stock units(2,993) (4,383) (4,379)
Proceeds from long-term debt
 1,280,000
 
Payments on long-term debt(23,449) (501,425) (7,211)
Financing fees paid
 (38,701) 
Contributions from non-controlling interest4,554
 7,497
 
Principal payments on capital lease obligations(59) (564) (951)
Net cash (used in) provided by financing activities(40,411) 574,104
 (57,142)
Net decrease in cash and cash equivalents(16,758) (182,069) (326,658)
Cash and cash equivalents, beginning of period202,498
 384,567
 711,225
Cash and cash equivalents, end of period$185,740
 $202,498
 $384,567


Supplemental cash flow information:     
Cash paid (received) during the period for:     
Interest$87,286
 $66,769
 $24,490
Taxes, net of refunds$(14,741) $5,373
 $8,958
Related party purchases$
 $2,958
 $4,942
Non-cash Items:     
Equipment received$
 $
 $18,185
Accrued capital expenditures$27,646
 $36,008
 $16,534
Capital lease assumed by third-party$
 $119
 $
Asset retirement obligation assumed by third-party$
 $2,116
 $
The accompanying notes are an integral part of these financial statements.

U.S. SILICA HOLDINGS, INC.
CONSOLIDATED STATEMENTS OF CASH FLOWS

 Year Ended December 31,
 2016 2015 2014
 (in thousands)
Operating activities:     
Net income (loss)$(41,056) $11,868
 $121,540
Adjustments to reconcile net income (loss) to net cash provided by operating activities:     
Depreciation, depletion and amortization68,134
 58,474
 45,019
Debt issuance amortization1,392
 1,401
 912
Original issue discount amortization378
 382
 272
Deferred income taxes(36,903) (10,473) (2,442)
Loss on disposal of property, plant and equipment563
 383
 222
Deferred revenue(9,026) (16,079) (8,508)
Equity-based compensation12,107
 3,857
 7,487
Excess tax benefit from equity-based compensation
 
 (3,813)
Bad debt provision(1,232) (290) 10,200
Other3,643
 (5,257) 367
Changes in assets and liabilities, net of effects of acquisitions:     
Accounts receivable(12,996) 62,465
 (48,976)
Inventories(10,211) 1,708
 34
Prepaid expenses and other current assets(509) (708) (2,158)
Income taxes11,558
 (5,837) 2,063
Accounts payable and accrued liabilities13,121
 (42,353) 51,357
Accrued interest111
 (2) 15
Liability for pension and other post-retirement benefits1,307
 1,953
 (2,180)
Net cash provided by (used in) operating activities381
 61,492
 171,411
Investing activities:     
Capital expenditures(46,450) (53,646) (92,609)
Capitalized intellectual property costs(959) 
 
Proceeds from sales and maturities of short-term investments21,872
 53,568
 
Acquisition of business, net of cash acquired(176,617) 
 (98,317)
Proceeds from sale of property, plant and equipment497
 127
 20
Net cash provided by (used in) investing activities(201,657) 49
 (190,906)
Financing activities:     
Issuance of common stock678,791
 
 
Common stock issuance costs(25,732) 
 
Dividends paid(15,125) (26,797) (26,871)
Repurchase of common stock
 (15,255) (499)
Proceeds from options exercised4,825
 473
 5,563
Excess tax benefit from equity-based compensation
 
 3,813
Tax payments related to shares withheld for vested restricted stock and stock units(1,591) (794) (614)
Advances from customers
 
 100,000
Issuance of long-term debt
 
 134,325
Repayment of long-term debt(5,202) (5,093) (3,750)
Principal payments on capital lease obligations(542) 
 (132)
Financing fees
 (64) (2,871)
Net cash provided by (used in) financing activities635,424
 (47,530) 208,964
Net increase in cash and cash equivalents434,148
 14,011
 189,469
Cash and cash equivalents, beginning of period277,077
 263,066
 73,597
Cash and cash equivalents, end of period$711,225
 $277,077
 $263,066
Supplemental cash flow information:     
Cash paid (received) during the period for:
     
Interest$21,994
 $21,729
 $15,920
Taxes$(11,322) $4,568
 $37,637
Non-cash items:     
Common stock issued in connection with acquisitions$278,229
 $
 $
Capital lease obligations incurred to acquire assets$165
 $
 $
The accompanying notes are an integral part of these financial statements.


U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE A—ORGANIZATION
U.S. Silica Holdings, Inc. (“Holdings,” and together with its subsidiaries “we,” “us” or the “Company”) is a domesticperformance materials company and a leading producer of commercial silica used in the oil and gas industry and in a specialized mineral that is a critical input into a varietywide range of end markets.industrial applications. In addition, through our acquisition of EP Minerals, LLC ("EPM") and its affiliated companies, we are an industry leader in the production of products derived from diatomaceous earth, perlite, engineered clays, and non-activated clays. During our 116 year120-year history, we have developed core competencies in mining, processing, logistics and materials science that enable us to produce and cost-effectively deliver products to customers across theseour end markets. We manufacture frac sand used to stimulate and maintain the flow of hydrocarbons in oil and natural gas wells. Our silica is also used as a raw material in a wide range of industrial applications, including glassmaking and chemical manufacturing. We operate in two business segments:operations are organized into 2 reportable segments based on end markets served: (1) Oil & Gas Proppants and (2) Industrial & Specialty Products (seeProducts. See Note SW - Segment Reporting for additional details).more information on our reportable segments.
On August 16, 2016,May 1, 2018, we completed the acquisition of New Birmingham, Inc. (“NBI”), the ultimate parent company of NBR Sand, LLC (“NBR”), a regional sand producer located near Tyler, Texas. On August 22, 2016, we completed the purchase of all of the outstanding unitscapital stock of membership interest of Sandbox Enterprises, LLC (“Sandbox”)EP Acquisition Parent, Inc., a “last mile” transportation service provider inDelaware corporation (“EPAP”), and the ultimate parent of EPM. Contemporaneous with the merger, EPAP was renamed EP Minerals Holdings, Inc. ("EPMH"). The consideration paid consisted of $743.2 million of cash, net of cash acquired of $19.1 million, including $0.5 million of post-closing adjustments. EPM is a global producer of engineered materials derived from industrial minerals, including diatomaceous earth, clay (calcium bentonite) and perlite. EPM's industrial minerals are used as filter aids, absorbents and functional additives for a variety of industries including food and beverage, biofuels, recreational water, oil and gas, industry. farm and home, landscape, sports turf, paint, plastics, and insecticides. The acquisition of EPM increased our industrial materials product offering in our Industrial & Specialty Products segment.
On August 16, 2017, we completed the acquisition of Mississippi Sand, LLC ("MS Sand"). MS Sand is a frac sand mining and logistics company based in St. Louis, Missouri.
On April 1, 2017, we completed the acquisition of White Armor, a product line of cool roof granules used in industrial roofing applications.
See Note DE - Business Combinations for more details for these two acquisitions.information.
NOTE B—SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES
Basis of Presentation and Consolidation
The accompanying Consolidated Financial Statements (the “Financial Statements”) have been prepared in accordance with generally accepted accounting principles in the United States (“GAAP”). In the opinion of management, all adjustments necessary for a fair presentation of the Consolidated Financial Statements have been included. Such adjustments are of a normal, recurring nature. We have reclassified certain immaterial amounts in the prior years’ operating activities section section of the consolidated statement of cash flows to conform to the current year presentation.
In order to makeThroughout this report easier to read, we refer throughout to (i) our Consolidated Balance Sheets as our “Balance Sheets,” (ii) our Consolidated Statements of Operations as our “Income Statements,” and (iii) our Consolidated Statements of Cash Flows as our “Cash Flows.”
Consolidation
The Consolidated Financial Statements include the accounts of Holdings and its direct and indirect wholly-owned subsidiaries. All significant intercompany balances and transactions have been eliminated in consolidation.
We follow FASB Accounting Standards Codification (“ASC”) guidance for identification and reporting of entities over which control is achieved through means other than voting rights. The guidance defines such entities as Variable Interest Entities (“VIEs”). For the periods presented herein,We consolidate VIEs when we have identified no entities overvariable interests and are the primary beneficiary. We continually evaluate our involvement with VIEs to determine when these criteria are met.
During the third quarter of 2018 we finalized a shareholders' agreement with unrelated parties to form a limited liability company with the purpose of constructing and operating a water pipeline to transport and sell water. In connection with the shareholders’ agreement, we acquired a 50% equity ownership for $3.2 million, with a maximum initial capital contribution of $7.0 million, and a water rights intangible asset for $0.7 million. Based on our evaluation, we determined that this limited liability company is a VIE of which we maintain any levelare the primary beneficiary and therefore we are required to consolidate it. As of control that would qualify for consolidation under ASC guidance.December 31, 2019, the VIE had total assets of $18.3 million and total liabilities of $0.4 million. We made capital contributions in the amounts of $0.4 million and $7.0 million during the years ended December 31, 2019 and December 31, 2018, respectively.



Reclassifications

Certain reclassifications of prior period presentations have been made to conform to the current period presentation.
Use of Estimates and Assumptions
The preparation of the consolidated financial statementsConsolidated Financial Statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and the related disclosure of contingent assets and liabilities at the date of the Consolidated Financial Statements and the reported amounts of revenues and expenses during the reporting period. The more significant areas requiring the use of management estimates and assumptions relate to the purchase price allocation for businesses acquired; mineral reserves that are the basis for future cash flow estimates utilized in impairment calculations and units-of-production amortization calculations; environmental, reclamation and closure obligations; estimates of recoverable minerals; estimates of allowance for doubtful accounts; estimates of fair value for certain reporting units and asset impairments (including impairments of goodwill, intangible assets and other long-lived assets); write-downs of inventory to net realizable value; equity-based compensation expense; post-employment, post-retirement and other employee benefit liabilities; valuation allowances for deferred tax assets; contingent considerations; reserves for contingencies and litigation;litigation and the fair value and accounting treatment of financial instruments, including derivative instruments. We base our estimates on historical experience and on various other assumptions that are believed to be reasonable under the circumstances. Accordingly, actual results may differ significantly from these estimates under different assumptions or conditions.

73

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




Revenue Recognition
We derive most of our sales by mining and processing minerals that our customers purchase for various uses. Our sales are primarily a function of the price per ton and the number of tons sold. The amount invoiced reflects product, transportation and additional services as applicable, such as storage, transloading the product from railcars to trucks and last mile logistics to the customer site.
Revenue is recognized from a sale when persuasive evidence of an arrangement exists, the price is fixed and determinable, the product has been delivered, legal title has been transferred to the customer or services are completed and collection of the sale is reasonably assured. Amounts received from customers in advance of revenue recognition are deferred as liabilities.
We primarily sell our products under short-term price agreements or at prevailing market rates. For a limited number of customers, we sell under long-term, competitively-bid take-or-pay supply agreements. As of December 31, 2016, we had seven take-or-pay supply agreements in the Oil & Gas Proppants segment with initial terms expiring between 2017 and 2019. These agreements define, among other commitments, the volume of product that our customers must purchase, the volume of product that we must provide and the price that we will charge that our customers will pay for each product. Prices under these agreements are generally fixed and subject to upward adjustment in response to certain cost increases. Some of these existing agreements are under active negotiations regarding pricing and volume requirements, which may often occur in volatile market conditions. While these negotiations continue, we may deliver sand at prices or at volumes below the requirements in our existing take-or-pay supply agreements.
We invoice the majority of our clients on a per shipment basis, although for some larger customers, we consolidate invoices weekly or monthly. Standard terms are net 30 days, although extended terms are offered in competitive situations. Sales and other transaction taxes imposed by government entities are reported on a net basis.
Cash and Cash Equivalents
Cash and cash equivalents consist of all highly liquid investments with a maturity of three months or less when purchased. Because of the short maturity of these investments, the carrying amounts approximate their fair value. Cash and cash equivalents are invested primarily in money market securities held by financial institutions with high credit ratings. Accounts at each institution are insured by the Federal Deposit Insurance Corporation. Cash balances at times may exceed federally-insured limits. We have not experienced any losses in such accounts and believe we are not exposed to any significant credit risk on cash.
Checks we issued but have not cleared our bank accounts frequently result in book overdraft balances. In 2015, we changed the presentation of book overdraft from being classified as a liability to a reduction to our cash and cash equivalents. As a result of this change, the amount of cash and cash equivalents was reduced by the book overdraft amounts as of December 31, 2016, 2015 and 2014 was $3.2 million, $6.7 million and $4.2 million, respectively.
Accounts Receivable
The majority of our accounts receivable are due from companies in the oil and natural gas drilling, glass, building and construction products, filler and extenders, foundriesfiltration, glass, absorbents, foundry, sports and recreation, and other major industries. Our ten largest customers accounted for approximately 52%, 56%, and 57% of sales in the years ended December 31, 2016, 2015 and 2014, respectively. Sales to our largest customer, Halliburton Company, which is an Oil & Gas Proppants customer, accounted for 13% of our total revenues during the year ended December 31, 2016. No other customer accounted for 10% or more of our total revenues. Credit is extended based on evaluation of a customer’s financial condition and, generally, collateral is not required. Accounts receivable are stated at amounts due from customers net of an allowance for doubtful accounts. Accounts outstanding longer than the payment terms are considered past due. We determine our allowance by considering a number of factors, including the length of time trade accounts receivable are past due, our previous loss history, the customer’s current ability to pay its obligation to us, and the condition of the general economy and the industry as a whole. Ongoing credit evaluations are performed. We write-off accounts receivable when they are deemed uncollectible, and payments subsequently received on such receivables are credited to the allowance for doubtful accounts. See Note F - Accounts Receivable and Note U - Revenue.
Inventories
Inventories include raw stockpiles, in-process product and silica and other industrial sandfinished product available for shipment, as well as spare parts and supplies for routine facility maintenance. We value inventory at the lower of cost orand net realizable value. Cost is determined

74

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




using the first-in, first-out and average cost methods. Costs of our raw stockpiles and silica and other industrial sand inventoriesOur inventoriable costs include production costs and transportation and additional service costs as applicable. See Note G - Inventories.
Property, Plant and Mine Development
Plant and equipment
Plant and equipment is recorded at cost and depreciated over their estimated useful lives. Interest incurred during construction of facilities is capitalized and depreciated over the life of the asset. Costs for normal repairs and maintenance that do not extend economic life or improve service potential are expensed as incurred. Costs of improvements that extend economic life or improve service potential are capitalized and depreciated over the estimated remaining useful life.
Depreciation is recorded using the straight-line method over the assets’ estimated useful lifelives as follows: buildings (15 years); land improvements (10 years); machinery and equipment, including computer equipment and software (3-10 years);


furniture and fixtures (8 years). Leasehold improvements are depreciated over the shorter of the asset life or lease term. Construction-in-progress is primarily comprised of machinery and equipment which hashave not yet been placed in service.
Mining property and development
Mining property and development includes mineral deposits and mine exploration and development. Mineral deposits are initially recognized at cost, which approximates the estimated fair value on the date of purchase. Mine exploration and development costs include engineering and mineral studies, drilling and other related costs to delineate an ore body, and the removal of overburden to initially expose an ore body for production. Costs incurred before mineralization are classified as proven and probable reserves are expensed and classified as exploration or advanced projects, research and development expense. Capitalization of mine development project costs, that meet the definition of an asset, begins once mineralization is classified as proven and probable reserves.
The cost of removing overburden and waste materials to access the ore body at an open pit mine prior to the production phase are referred to as “pre-stripping costs.” Pre-stripping costs are capitalized during the development of an open pit mine. The production phase of an open pit mine commences when saleable minerals, beyond a de minimis amount, are produced. Stripping costs incurred during the production phase of a mine are variable production costs that are included as a component of inventory to be recognized in costs applicable to sales in the same period as the revenue from the sale of inventory.
Depletion and amortization of mineral deposits and mine development costs are recorded as the minerals are extracted, based on units of production and engineering estimates of mineable reserves. The impact of revisions to reserve estimates is recognized on a prospective basis.
See Note H - Property, Plant and Mine Development.
Mine reclamation costs and asset retirement obligations
We recognize the fair value of any liability for conditional asset retirement obligations, including environmental remediation liabilities when incurred, which is generally upon acquisition, construction or development and/or through the normal operation of the asset, if sufficient information exists to reasonably estimate the fair value of the liability. These obligations generally include the estimated net future costs of dismantling, restoring and reclaiming operating mines and related mine sites, in accordance with federal, state, local regulatory and land lease agreement requirements. The liability is accreted over time through periodic charges to earnings. In addition, the asset retirement cost is capitalized as part of the asset’s carrying value and amortized over the life of the related asset. Reclamation costs are periodically adjusted to reflect changes in the estimated present value resulting from the passage of time and revisions to the estimates of either the timing or amount of the reclamation and abandonment costs. The reclamation obligation is based on when spending for an existing environmental disturbance will occur. If the asset retirement obligation is settled for other than the carrying amount of the liability, a gain or loss is recognized on settlement. We review, on an annual basis, unless otherwise deemed necessary, the reclamation obligation at each mine site in accordance with ASC guidance for accounting for reclamation obligations.
Future remediation costs for inactive mines are accrued based on management’s best estimate at the end of each period of the costs expected to be incurred at a site. Such cost estimates include, where applicable, ongoing care, maintenance and monitoring costs. Changes in estimates at inactive mines are reflected in earnings in the period an estimate is revised.
In connection with our annual review of our reclamation obligations, we have determined that some of our estimates required revision due primarily to the additions of new plant and transload facilities and other changes in cost estimates and

75

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




settlement dates at various sites. These additions and changes in estimates resulted in an additional $(2.1) million and $0.2 million of asset retirement obligations in 2016 and 2015, respectively.
Our asset retirement obligations are reported in other long-term obligations. The changes in these obligations (in thousands) during the year ending December 31, 2016 and 2015 are as follows:

 2016 2015
Beginning balance$12,254
 $11,283
Accretion979
 812
Additions and revisions of prior estimates(2,074) 159
Ending balance$11,159
 $12,254
See Note M - Asset Retirement Obligations.
Impairment or Disposal of Property, Plant and Mine Development
We periodically evaluate whether current events or circumstances indicate that the carrying value of our property, plant and equipment assets may not be recoverable. If circumstances indicate that the carrying value may not be recoverable, we estimate future undiscounted net cash flows using estimates of proven and probable sand reserves, estimated future sales prices (considering historical and current prices, price trends and related factors) and operating costs and anticipated capital expenditures. If the undiscounted cash flows are less than the carrying value of the assets, we recognize an impairment loss equal to the amount by which the carrying value exceeds the fair value of the assets.
The recoverability of the carrying value of our mineral properties is dependent upon the successful development, start-up and commercial production of our mineral deposit and the related processing facilities. Our evaluation of mineral properties for potential impairment primarily includes assessing the existence or availability of required permits and evaluating changes in our mineral reserves, or the underlying estimates and assumptions, including estimated production costs. Assessing the economic feasibility requires certain estimates, including the prices of products to be produced and processing recovery rates, as well as operating and capital costs.
Gains on the sale of property, plant and mine development are included in income when the assets are disposed of provided there is more than reasonable certainty of the collectability of the sales price and any future activities required to be performed by us relating to the disposal of the assets are complete or insignificant. Upon retirement or disposal of assets, all costs and related accumulated depreciation or amortization are written-off.
We periodically evaluate whether current events or circumstances indicate that the carrying value of our property, plant and equipment assets may not be recoverable. If circumstances indicate that the carrying value may not be recoverable, we estimate future undiscounted net cash flows using estimates of proven and probable sand reserves, estimated future sales prices (considering historical and current prices, price trends and related factors) and operating costs and anticipated capital expenditures. If the undiscounted cash flows are less than the carrying value of the assets, we recognize an impairment loss equal to the amount by which the carrying value exceeds the fair value of the assets.

Goodwill and Other Intangible Assets and Related Impairment
Our intangible assets consist of goodwill, which is not being amortized, indefinite livedindefinite-lived intangibles, which consist of certain trade names that are not subject to amortization, intellectual property and customer relationships.
Intellectual property was acquired in connection with our Sandbox acquisition and mainly consists of patents and technology. Ittechnology, and it is amortized on a straight-line basis over an average useful life of 15 years. As of December 31, 2016, the gross carrying amount of the intellectual property intangible asset was $58.7 million with accumulated amortization of $1.4 million. During the year ended December 31, 2016, we capitalized $0.9 million in legal costs and patent filing costs. As of December 31, 2016, the remaining useful life was 14.6 years. The estimated annual amortization in each of the next five years is $3.8 million. Amortization expense for intellectual property was $1.4 million for the year ended December 31, 2016.
Customer relationships are amortized on a straight-line basis over their useful life of 20, 15 or 13 years. We acquired additional customer relationships in connection with our NBI and Sandbox acquisitions during the year ended December 31, 2016. As of December 31, 2016, the gross carrying amount of the customer relationships intangible asset was $55.7 million with accumulated amortization of $4.8 million. As of December 31, 2016, the weighted average remaining useful life of our customer relationships was 13.0 years. The estimated annual amortization in each of the next five years is $4.0 million. Amortization expense was $1.8 million, $0.5 million and $0.4 million for the years ended December 31, 2016, 2015 and 2014, respectively.
Goodwill represents the excess of the purchase price of business combinations over the fair value of net assets from business acquisitions.acquired. Goodwill and trade names are reviewed for impairment annually as of October 31, or more frequently whenever events or circumstances change that would more likely than not reducewhen indicators of impairment exist. An impairment exists if the fair value of those assets.a reporting unit to which goodwill has been allocated, or the fair value of indefinite-lived intangible assets, is less than their respective carrying values. Prior to conducting a formal impairment test, we have an option to assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that is more likely than not (more than 50%) that the fair value of a reporting unit is less than its carrying amount. Such qualitative factors may include the following: macroeconomic conditions; industry and market considerations; cost factors; overall financial performance; and other relevant entity-specific events. If the qualitative assessment determines that an impairment is more likely than not, or if we choose to bypass the qualitative assessment, we perform a quantitative comparison of the fair value with the carrying amount, including goodwill. If this comparison reflects impairment, then the loss would be measured as the excess of recorded goodwill, or other intangible assets with indefinite lives, over its implied fair value. Implied

76

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




fair value is the excess of our fair value overassessment by comparing the fair value of alla reporting unit with its carrying amount and recognize an impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value; however, the loss recognized should not exceed the total amount of goodwill allocated to that reporting unit.
See Note I - Goodwill and unrecognizedIntangible Assets.

Leases

We lease railroad cars, office space, mining property, mining/processing equipment and transportation and other equipment. Operating leases are included in operating lease right-of-use (“ROU”) assets, current portion of operating lease liabilities, and operating lease liabilities in our consolidated balance sheets. Finance leases are included in property, plant and mine development, current portion of long-term debt, and long-term debt in our consolidated balance sheets. Leases with an initial term of 12 months or less are not recorded on the balance sheet. ROU assets represent our right to use an underlying asset for the lease term and lease liabilities represent our obligation to make lease payments arising from the lease. ROU assets and liabilities.liabilities are recognized at the commencement date of the lease based on the present value of lease payments over the lease term. As most of December 31, 2016, our qualitative assessment didleases do not provide an implicit rate, we use our incremental borrowing rate based on the information available at the commencement date in determining the present value of lease payments. The ROU assets also include any lease payments made at or before the commencement date of the lease and excludes lease incentives. Our lease terms may include options to extend or terminate the lease when it is reasonably certain that we will exercise that option. Lease expense for lease payments is recognized on a straight-line basis over the lease term. We have lease agreements with lease and non-lease components, the latter of which are generally accounted for separately. See Note S - Leases.
We periodically evaluate whether current events or circumstances indicate that it was more likely than not thatthe carrying value of our right-of-use assets exceeds fair value. If circumstances indicate an impairment had occurred.exists, we estimate fair value primarily utilizing internally developed cash flow models and quoted market prices, discounted at an appropriate weighted average cost of capital. If the undiscounted cash flows are less than the carrying value of the assets, we recognize an impairment loss equal to the amount by which the carrying value exceeds the fair value of the assets.
Revenue Recognition
Products
We derive our product sales by mining and processing minerals that our customers purchase for various uses. Our product sales are primarily a function of the price per ton and the number of tons sold. We primarily sell our products through individual purchase orders executed under short-term price agreements or at prevailing market rates. The amount invoiced reflects product, transportation and / or additional handling services as applicable, such as storage, transloading the product from railcars to trucks and last mile logistics to the customer site. We invoice most of our product customers on a per shipment basis, although for some larger customers, we consolidate invoices weekly or monthly. Standard collection terms are net 30 days, although extended terms are offered in competitive situations.
We recognize revenue for products and materials at a point in time following the transfer of control of such items to the customer, which typically occurs upon shipment or delivery depending on the terms of the underlying contracts. We account for shipping and handling activities related to product and material sales contracts with customers as costs to fulfill our promise to


transfer the associated products pursuant to the accounting policy election allowed under ASC 606-10-25-18b. Accordingly, we record amounts billed for shipping and handling costs as a component of net sales and accrue and classify related costs as a component of cost of sales at the time revenue is recognized.
For a limited number of customers, we sell under long-term, minimum purchase supply agreements. These agreements define, among other commitments, the volume of product that our customers must purchase, the volume of product that we must provide and the price that we will charge and that our customers will pay for each product. Prices under these agreements are generally fixed and subject to certain contractual adjustments. Sometimes these agreements may undergo negotiations regarding pricing and volume requirements, which may often occur in volatile market conditions. While these negotiations continue, we may deliver sand at prices or at volumes below the requirements in our existing supply agreements. An executed order specifying the type and quantity of product to be delivered, in combination with the noted agreements, comprise our contracts in these arrangements.
Service
We derive our service revenues primarily through the provision of transportation, equipment rental, and contract labor services to companies in the oil and gas industry. Transportation services typically consist of transporting customer proppant from storage facilities to proximal well-sites and are contracted through work orders executed under established pricing agreements. The amount invoiced reflects the transportation services rendered. Equipment rental services provide customers with use of either dedicated or nonspecific wellhead proppant delivery equipment solutions for contractual periods defined either through formal lease agreements or executed work orders under established pricing agreements. The amounts invoiced reflect the length of time the equipment set was utilized in the billing period. Contract labor services provide customers with proppant delivery equipment operators through work orders executed under established pricing agreements. The amounts invoiced reflect the amount of time our labor services were utilized in the billing period.
We typically invoice our customers on a weekly or monthly basis; however, some customers receive invoices upon well-site operation completion. Standard collection terms are net 30 days, although extended terms are offered in competitive situations. We typically recognize revenue for specific, dedicated equipment set rental arrangements under ASC 842, Leases. For the remaining components of service revenue, we have applied the practical expedient allowed under ASC 606-10-55-18 to recognize transportation revenues in proportion to the amount we have the right to invoice.
Contracts with Multiple Performance Obligations
From time to time, we may enter into contracts that contain multiple performance obligations, such as work orders containing a combination of product, transportation, equipment rentals, and contract labor services. For these arrangements, we allocate the transaction price to each performance obligation identified in the contract based on relative standalone selling prices, or estimates of such prices, and recognize the related revenue as control of each individual product or service is transferred to the customer, in satisfaction of the corresponding performance obligations. We typically invoice our customers on a weekly or monthly basis; however, some customers receive invoices upon well-site operation completion. Standard collection terms are net 30 days, although extended terms are offered in competitive situations.
Taxes Collected from Customers and Remitted to Governmental Authorities. 
We exclude from our measurement of transaction prices all taxes assessed by governmental authorities that are both (i) imposed on and concurrent with a specific revenue-producing transaction and (ii) collected from customers. Accordingly, such tax amounts are not included as a component of net sales or cost of sales.
See Note U - Revenue.
Deferred Revenues
For a limited number of customers, we enter into supply agreements which give customers the right to make advanced payments toward the purchase of certain products at specified volumes over an average initial period of one to fifteen years. These payments represent consideration that is unconditional for which we have yet to transfer the related product. These payments are recorded as contract liabilities referred to as “deferred revenues” upon receipt and recognized as revenue upon delivery of the related product.



Unbilled Receivables
Revenues recognized in advance of invoice issuance create assets referred to as “unbilled receivables.” Any portion of our unbilled receivables for which our right to consideration is conditional on a factor other than the passage of time is considered a contract asset. These assets are presented on a combined basis with accounts receivable and are converted to accounts receivable once billed.
Debt Issuance Costs
The Company defers costs directly associated with acquiring third-party financing, primarily loan origination costs and related professional expenses. Debt issuance costs are deferred and amortized using the effective interest rate method over the term of our senior secured term loanTerm Loan facility (the “Term Loan”) and the straight-line method for our revolving line-of-credit (the "Revolver").Revolver facility. Debt issuance costs related to long-term debt are reflected as a direct deduction from the carrying amount of the debt. Amortization included in interest expense was $1.4$5.6 million $1.4for the year ended December 31, 2019, and $4.0 million and $0.9$1.4 million for the years ended December 31, 2016, 20152018 and 2014, respectively.2017. See Note K - Debt.
Employee Benefit Plans
We provide a range of benefits to our employees and retired employees, including pensions and post-retirement healthcare and life insurance benefits. We record annual amounts relating to these plans based on calculations specified by generally accepted accounting principles, which include various actuarial assumptions, including discount rates, assumed rates of returns, compensation increases, turnover rates, mortality table, and healthcare cost trend rates. We review the actuarial assumptions on an annual basis and make modifications to the assumptions based on current rates and trends when it is deemed appropriate to do so. As required by U.S. generally accepted accounting principles, the effect of the modifications is generally recorded or amortized over future periods. We believe that the assumptions utilized in recording our obligations under the plans are reasonable based on advice from our actuaries and information as to assumptions used by other employers. See Note R - Pension and Post-Retirement Benefits.
Environmental Costs
Environmental costs, other than qualifying capital expenditures, are accrued at the time the exposure becomes known and costs can be reasonably estimated. Costs are accrued based upon management’s estimates of all direct costs, after taking into account expected reimbursement by third parties (primarily the sellers of acquired businesses), and are reviewed by outside consultants. Environmental costs are charged to expense unless a settlement with an indemnifying party has been reached.
Self-Insurance
We are self-insured for various levels of employee health insurance coverage, workers’ compensation and third partythird-party product liability claims alleging occupational disease. We purchase insurance coverage for claim amounts which exceed our self-insured retentions. Depending on the type of insurance, these self-insured retentions range from $0.1 million to $0.5 million per occurrence. Our insurance reserves are accrued based on estimates of the ultimate cost of claims expected to occur during the covered period. Our insurance reserves are accrued based on estimates of the ultimate cost of claims expected to occur during the covered period. These estimates are prepared with the assistance of outside actuaries and consultants. Our actuaries periodically review the volume and amount of claims activity, and based upon their findings, we adjust our insurance reserves accordingly. The ultimate cost of claims for a covered period may differ from our original estimates. The current portion of our self-insurance reserves is included in accrued liabilities and the non-current portion is included in other long-term obligations in our Balance Sheets. ForAs of December 31, 20162019 and 2015,2018, our self-insurance reserves totaled $5.3$6.6 million and $5.7$5.4 million,, respectively, and $1.3of which $4.1 million and $1.8$2.6 million, respectively, was classified as current, respectively.current.
Research and Development Costs
We may incur immaterial internal research and development (“R&D”) expenditures, and research and development conducted for others, all of which are expensed as incurred, and included in selling, general and administrative expense. R&D costs may include, but are not limited to, research and administrative salaries, contractor fees, building costs, utilities, administrative expenses, and allocations of corporate costs.
Advertising Costs
We recognize advertising expense when incurred as selling, general and administrative expense. Advertising costs have not been a significant component of expense for the years ended December 31, 2019, 2018, or 2017.


Equity-based Compensation
We grant stock options, restricted stock, restricted stock units and performance share units to certain of our employees and directors under the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan. We recognize the cost of employee services rendered in exchange for awards of equity instruments, including stock options, restricted stock, restricted stock units and performance share units.instruments.
Vesting of restricted stock and restricted stock units is based on the individual continuing to render service over a pre-defined vesting schedule, generally three year vesting schedule.years. Cash dividend equivalents are accrued and paid to the holders of time basedtime-based restricted stock units and restricted stock. The fair value of the restricted stock awards is equal to the market price of our stock at date of grant. The restricted award-related compensation expense is recognized, on a straight-line basis, over the vesting period.
We grant performance share units to certain employees in which the number of shares of common stock ultimately received is determined based on achievement of certain performance thresholds over a specified performance period (generally three years) in accordance with the stock award agreement. Cash dividend equivalents are not accrued or paid on performance share units. We recognize expense based on the estimated vesting of our performance share units granted and the grant date market price. The estimated vesting of the performance share units is principally based on the probability of achieving certain financial performance levels during the vesting periods. In the period it becomes probable that the minimum performance criteria specified in the award agreement will be achieved, we recognize expense for the proportionate share of the total fair value of the award related to the vesting period that has already lapsed. The remaining fair value of the award is expensed on a straight-line basis over the remaining vesting period.
During the year ended December 31, 2016, we grantedWe grant certain employees performance share units, the vesting of which is based on the Company’s total shareholder return (“TSR”) ranking among a peer group over the three year period from January 1, 2016 through December 31, 2018.a three-year period. The number of units that will vest will depend on the percentage ranking of the Company's TSR compared to the TSRs for each of the companies in the peer group over the performance period. For these awards subject to market conditions, a binomial-lattice model (i.e., Monte Carlo simulation model) is used to fair value these awards at grant date. The related compensation expense is recognized, on a straight-line basis, over the vesting period.

77

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




TheWe grant stock options to certain employees and directors. Stock options vest on a vesting schedule and the related compensation expense is recognized over the vesting period, usually over 3 or 4 years. In calculating the compensation expense for stock options granted, we estimate the fair value of each grant using the Black-Scholes option-pricing model. The weighted-average fair value per share of options granted during the years ended December 31, 2015 and 2014 was $13.11 and $19.37, respectively.
The fair value of stock options granted have been calculatedis based on the exercise price of the option and the followingcertain assumptions, which are evaluated and revised, as necessary, to reflect market conditions and experience. There were no options granted during the year ended December 31, 2016.
 Weighted-average
 Year ended December 31,
  2015 2014
Risk-free interest rate 1.68% 1.81%
Expected volatility 48% 45%
Expected term 6.25 years
 6.25 years
Expected dividend yield 1% 1%
Expected forfeiture rate 0% 0%
Our expected forfeiture rate is the estimated percentage of options granted that are expected to be forfeited or canceled on an annual basis before becoming fully vested. We account for forfeitures as they occur.
Our expected term is the period of time over which the options are expected to remain outstanding. An increase in the expected term will increase compensation expense. The computation of the expected term is based on the simplified method, under which the expected term is presumed to be the mid-point between the average vesting date and the end of the contractual term.
The assumptions for expected volatility are based on historical experience for the same periods as our expected lives. Risk-free interest rates are set using grant-date U.S. Treasury yield curves for the same periods as our expected lives. The expected dividend yield is based on our future dividend expectations for the same periods as our expected lives. See Note P - Equity-based Compensation.
Income Taxes
Deferred taxes are provided on the liability method whereby deferred tax assets are recognized for deductible temporary differences and operating loss and tax credit carry forwards and deferred tax liabilities are recognized for taxable temporary differences. This approach requires recognition of deferred tax liabilities and assets for the expected future tax consequences of events that have been included in the financial statements or tax returns. Under this method, deferred tax liabilities and assets are determined based upon the difference between the financial statement and tax basis of assets and liabilities using enacted tax rates in effect for the year in which the expenses are expected to reverse. Valuation allowances are provided if, based on the weight of available evidence, it is more likely than not that some or all of the deferred tax assets will not be realized.
We recognize a tax benefit associated with an uncertain tax position when, in management’s judgment, it is more likely than not that the position will be sustained upon examination by a taxing authority. For a tax position that meets the more-likely-than-not recognition threshold, we initially and subsequently measure the tax benefit as the largest amount that we judge to have a greater than 50% likelihood of being realized upon ultimate settlement with a taxing authority. The liability associated with unrecognized tax benefits is adjusted periodically due to changing circumstances, such as the progress of tax audits, case law developments and new or emerging legislation. Such adjustments are recognized entirely in the period in which they are


identified. The effective tax rate includes the net impact of changes in the liability for unrecognized tax benefits and subsequent adjustments as considered appropriate by management.
The largest permanent item in computing both our effective tax rate and taxable income is the deduction allowed for statutory depletion. The deduction for statutory depletion does not necessarily change proportionately to changes in income before income taxes.

78

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




Earnings per Share
Basic and diluted earnings per share is presented for net income (loss). Basic earnings per common share is computed by dividing income available to common stockholders by the weighted average number of common shares outstanding for the period. Diluted earnings per common share is computed similarly to basic earnings per common share except that the weighted average number of common shares outstanding is increased to include the number of additional common shares that would have been outstanding if the potentially dilutive common shares had been issued. In accordance with the applicable accounting guidance for calculating earnings per share, we did not include in our calculation of diluted earnings per share for the applicable periods stock options where the exercise prices were greater than the average market prices. The weighted-average stock options (in thousands) that are antidilutive and are therefore excluded from the calculation of diluted earnings per common share are:
 For the Year Ended December 31,
 2016 2015 2014
Weighted-average outstanding stock options excluded573
 528
 33
Weighted-average outstanding restricted stock awards excluded166
 66
 20
Comprehensive See Note T - Income (loss)
In addition to net income (loss), comprehensive income (loss) includes all changes in equity during a period, such as adjustments to minimum pension liabilities, unrealized gain or loss on our short term investments and the effective portion of changes in fair value of derivative instruments that qualify as cash flow hedges.
Short-term Investments
Our short-term investments consist of fixed income securities that have been classified and accounted for as available-for-sale. We determine the appropriate classification of our investments at the time of purchase and reevaluate the designations at each balance sheet date. We classify these securities as either short-term or long-term based on each instrument’s underlying contractual maturity date. Fixed income securities with maturities of 12 months or less are classified as short-term and fixed income securities with maturities greater than 12 months are classified as long-term. These investments are carried at fair value, with the unrealized gains and losses, net of taxes, reported as a separate component of accumulated other comprehensive income. The cost of securities sold is based upon the specific identification method.
We typically invest in highly-rated securities, and our investment policy generally limits the amount of credit exposure to any one issuer. The policy requires investments generally to be investment grade, with the primary objective of minimizing the potential risk of principal loss. Fair values were determined for each individual security in the investment portfolio. When evaluating an investment for other-than-temporary impairment, we review factors such as the length of time and extent to which fair value has been below its cost basis, the financial condition of the issuer and any changes thereto, changes in market interest rates, and our intent to sell, or whether it is more likely than not we will be required to sell, the investment before recovery of the investment’s cost basis. As of December 31, 2015, we considered any losses in our short-term investment portfolio to be temporary in nature and did not consider any of our investments other-than-temporarily impaired. All short-term investments have matured as of December 31, 2016.

79

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




Taxes.
Financial Instruments
We currently use interest rate hedge agreements to manage interest costs and the risk associated with changing interest rates. Amounts to be paid or received under these hedge agreements are accrued as interest rates change and are recognized over the life of the hedge agreements as an adjustment to interest expense. Our policy is to not hold or issue derivative financial instruments for trading or speculative purposes. When entered into, these financial instruments are designated as hedges of underlying exposures, associated with our long-term debt, and are monitored to determine if they remain effective hedges. Gains and losses on derivatives designated as cash flow hedges are recorded in other comprehensive income (loss), net of tax, and reclassified to earnings in a manner that matches the timing of the earnings impact of the hedged transactions. The ineffective portion of all hedges, if any, is recognized currently in income. Additional disclosuresSee Note O - Derivative Instruments.
Foreign Currency Translation
For our operations in countries where the functional currency is other than the U.S. dollar, balance sheet amounts are translated using the exchange rate in effect at the balance sheet date. Income statement amounts are translated monthly using the average exchange rate for the respective month. The gains and losses resulting from the changes in exchange rates from year-to-year are recorded as a component of accumulated other comprehensive income or loss as currency translation adjustments, net of tax. Any gains or losses on transactions in currencies other than the functional currency are included in other income (expense), net, including interest income. For the years ended December 31, 2019 and 2018, we recorded net realized foreign currency transaction losses of $0.2 million and $0.6 million, respectively. We had no significant foreign operations during the year ended December 31, 2017.
Comprehensive Income (loss)
In addition to net income (loss), comprehensive income (loss) includes all changes in equity during a period, such as adjustments to minimum pension liabilities and the effective portion of changes in fair value of derivative instruments are presented in Note M to these financial statements.that qualify as cash flow hedges.
Business Combinations
The Company accounts for business combinations using the acquisition method of accounting. Under this method, acquired assets, including separately identifiable intangible assets and any assumed liabilities, are recorded at their acquisition date estimated fair value. The excess of purchase price over the fair value amounts assigned to the assets acquired and liabilities assumed represents the goodwill amount resulting from the acquisition. Determining the fair value of assets acquired and liabilities assumed involves the use of significant estimates and assumptions. See Note E - Business Combinations.    
New Accounting Pronouncements Recently Adopted Accounting Pronouncements
In April 2015, the Financial Accounting Standards Board ("FASB") issued Accounting Standards Update ("ASU") 2015-03, Interest-Imputation of Interest, which simplifies presentation of debt issuance costs. The new standard requires that debt issuance costs be presented in the balance sheet as a direct deduction from the carrying amount of debt liability, consistent with debt discounts or premiums. The new standard was effective for financial statements issued for fiscal years beginning after December 15, 2015, and interim periods within fiscal years beginning after December 15, 2016. Early adoption of the amendments in this Update is permitted for financial statements that have not been previously issued. We have elected to adopt the standard early and have presented debt issuance costs as a direct deduction from the carrying amount of debt on our Balance Sheets as of December 31, 2016 and December 31, 2015.
In November 2015, the FASB issued ASU 2015-17, Income Taxes - Balance Sheet Classification of Deferred Taxes, which will require the presentation of deferred tax liabilities and assets be classified as non-current on balance sheets. The amendments in this update are effective for financial statements issued for annual periods beginning after December 15, 2016, and interim periods within those annual periods. Early application is permitted for all entities as of the beginning of an interim or annual reporting period. We have elected to early adopt this guidance prospectively as of December 31, 2015. The adoption only impacted deferred tax presentation on our Balance Sheets and related disclosure. No prior periods were retrospectively adjusted.
In July 2015, the FASB issued ASU 2015-11, Simplifying the Measurement of Inventory. The new standard requires an entity to measure most inventory at the lower of cost and net realizable value, thereby simplifying the current guidance under which an entity must measure inventory at the lower of cost or market. The new standard will not apply to inventories that are measured using either the last-in, first-out (LIFO) method or the retail inventory method. This Update is effective for public entities for financial statements issued for fiscal years beginning after December 15, 2016, including interim periods within those fiscal years; early application is permitted. We elected to prospectively early adopt the standard effective January 1, 2016 and have measured our inventory at the lower of cost and net realizable value on our Balance Sheet. The impacts of the early adoption of this Update on our Financial Statements are not significant.
In March 2016, the FASB issued ASU 2016-09, "Compensation-Stock Compensation." The update requires that excess tax benefits and deficiencies be recorded in the income statement when the awards vest or are settled. It also eliminates the requirement that excess tax benefits be realized (reduce cash taxes payable) before being recognized. Previously, an entity could not recognize excess tax benefits if the tax deduction increased a net operating loss ("NOL") or tax credit carryforward. The updated standard no longer requires cash flows related to excess tax benefits to be presented as a financing activity separate from other income tax cash flows. The update also allows the employer to repurchase more of an employee's shares for tax withholding purposes without triggering liability accounting, clarifies that all cash payments to taxing authorities made on an employee's behalf for withheld shares should be presented as a financing activity on the statement of cash flows, and provides for an accounting policy election to account for forfeitures as they occur. The update is effective for annual periods beginning after December 15, 2016 and interim periods within those annual periods and permits early adoption.

80

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




We elected to early adopt this update during the three months ended September 30, 2016, which requires any adjustments to be reflected as of January 1, 2016. This resulted in the recognition of excess tax benefits on our Balance Sheet that were previously not recognized, as the benefits would have increased our NOL or tax credit carryforwards. The recognition decreased net deferred tax liability by $0.1 million and $2.2 million as of January 1, 2016 and December 31, 2016, respectively. Retained earnings on January 1, 2016 was increased accordingly by $0.1 million. In addition, we will recognize excess tax benefits or deficiencies in the provision for income taxes rather than paid-in capital for 2016 and future periods. Adoption of the update resulted in the reduction in the provision for income taxes of $2.2 million for the year ended December 31, 2016.
The effect of the adoption of this update on our previously reported income tax provision on our Income Statement was a decrease in tax benefit of $0.3 million for the three months ended March 31, 2016 and an increase in tax benefit of $0.2 million for the three months ended June 30, 2016, respectively.
We elected to include excess tax benefits as operating activities in the Cash Flow on a prospective basis. Prior periods are not adjusted. We also made the accounting policy election to account for forfeitures as they occur.
Recently Issued Accounting Pronouncements
In May 2014, the FASB issued ASU 2014-09, Revenue from Contracts with Customers, which supersedes previous revenue recognition guidance. The new guidance introduces a new principles-based framework for revenue recognition and disclosure. Since its issuance, the FASB has issued an additional six ASUs, including ASU 2016-20 in December 2016, amending the guidance and the effective dates of amendments, and the SEC has rescinded certain related SEC guidance; the most recent of which was issued in May 2016. The pronouncements are effective for annual reporting periods beginning after December 15, 2017, including interim reporting periods within that reporting period. Earlier application is permitted only as of annual reporting periods beginning after December 15, 2016, including interim reporting periods within that reporting period. We have not yet completed our final review of the impact of this guidance, although we currently do not anticipate a material impact on our revenue recognition practices. We continue to review our existing contracts with our customers, any variable consideration, potential disclosures, and our method of adoption to complete our evaluation of the impact on our consolidated financial statements. In addition, we continue to monitor additional changes, modifications, clarifications or interpretations being undertaken by the FASB, which may impact our current conclusions.    
In February 2016, the FASB issued ASU 2016-02, Leases which supersedes the existing(Topic 842) and issued ASU 2018-11 Leases (Topic 842): Targeted Improvements. The new standard(s) established a right-of-use ("ROU") model that requires a lessee to record an ROU asset and a corresponding lease guidance and requires all leases with a term greater than 12 months to be recognizedliability on the balance sheet for all leases with terms greater than 12 months. Leases will be classified as either finance or operating, with classification affecting the pattern of expense recognition. Similarly, lessors will be required to classify leases as sales-type, finance or operating, with classification affecting the pattern of income recognition. Classification for both lessees and lessors will be based on an assessment of whether the lease risks and rewards, as well as substantive control, have been transferred through a lease contract.
On January 1, 2019, we adopted the new accounting standard using the modified retrospective approach. We elected the package of practical expedients permitted under the transition guidance, which allowed us to account for our existing operating leases without reassessing (a) whether the contracts contain a lease under the new standard, (b) whether classification of the operating leases would be different in accordance with the new standard, or (c) whether the unamortized initial direct costs before transition adjustments would have met the definition of initial direct costs in the new standard at lease commencement. Adoption of the new standard resulted in the recognition of operating lease ROU assets of $223.0 million, which we have subsequently impaired during 2019 by $115.4 million, and obligations. Thislease liabilities of $222.7 million. The standard did not have a


material impact on our consolidated statements of operations or cash flows. The comparative information has not been restated and continues to be reported under the accounting standards in effect for those periods. See Note S - Leases.
In February 2018, the FASB issued Accounting Standards Update isASU 2018-02, Income Statement-Reporting Comprehensive Income (Topic 220): Reclassification of Certain Tax Effects from Accumulated Other Comprehensive Income. The ASU provides that the stranded tax effects from the Tax Cuts and Jobs Act of 2017 in accumulated other comprehensive loss may be reclassified to retained earnings. The ASU was effective January 1, 2019, with early adoption permitted. We adopted the new accounting standard on January 1, 2019, and we do not intend to exercise the option to reclassify stranded tax effects within accumulated other comprehensive income.
New Accounting Pronouncements Not Yet Adopted
In August 2018, the FASB issued ASU 2018-14, Compensation - Retirement Benefits - Defined Benefit Plans - General (Subtopic 715-20). The new guidance removes certain disclosure requirements for employers which sponsor defined benefit pension or other post-retirement plans, but also adds disclosure requirements for the weighted average interest crediting rates for cash balance plans and other plans with promised crediting rates and an explanation of the reasons for significant gains and losses related to changes in the benefit obligation for the period. The amendments also clarify disclosure requirements for the projected benefit obligation (PBO) and accumulated benefit obligation (ABO) and fair value of plan assets for plans with PBOs and ABOs in excess of plan assets. Entities should apply the amendments on a retrospective basis for all periods presented. The amendments in this Update are effective for public entities for financial statementsfiscal years ending after December 15, 2020. We are currently evaluating the effect the guidance will have on our disclosures.
In August 2018, the FASB issued ASU 2018-15, Intangibles-Goodwill and Other-Internal-Use Software (Subtopic 350-40): Customer’s Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That Is a Service Contract. The new guidance requires a customer in a cloud computing arrangement (i.e., hosting arrangement) that is a service contract to follow the internal-use software guidance in ASC 350-40 to determine which implementation costs to capitalize as assets or expense as incurred. Capitalized implementation costs related to a hosting arrangement that is a service contract will be amortized over the term of the hosting arrangement, beginning when the module or component of the hosting arrangement is ready for its intended use. The update is effective for calendar-year public business entities in 2020. We plan to adopt this guidance on a prospective basis and do not expect the adoption to have a significant impact on our Consolidated Statements of Operation.
In November 2018, the FASB issued ASU 2018-19, Codification Improvements to Topic 326, Financial Instruments-Credit Losses. The amendments in this ASU clarified issues related to Topic 326. In Issue 1, the amendment in this ASU mitigate transition complexity by requiring that for nonpublic business entities the amendments in ASU 2016-13 are effective for fiscal years after December 15, 2021, including interim periods within those fiscal years. In Issue 2, the amendment clarifies that receivables arising from operating leases are not within the scope of Subtopic 326-20. Impairment of receivables arising from operating leases should be accounted for in accordance with Topic 842, Leases. The ASU is effective for all entities for fiscal years beginning after December 15, 2018,2019, including interim periods therein. We expect the adoption of this standard will primarily impact our accounts receivable allowance estimating process, but do not expect a material impact to our consolidated financial statements.
In December 2019, the FASB issued ASU 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes. The amendments in this Update simplify the accounting for income taxes by removing several exceptions and also simplify the accounting for income taxes by requiring that an entity recognize a franchise tax (or similar tax) that is partially based on income as an income-based tax and account for any incremental amount incurred as a non-income-based tax, requiring that an entity evaluate when a step up in the tax basis of goodwill should be considered part of the business combination in which the book goodwill was originally recognized and when it should be considered a separate transaction, specifying that an entity is not required to allocate the consolidated amount of current and deferred tax expense to a legal entity that is not subject to tax in its separate financial statements (however, an entity may elect to do so on an entity-by-entity basis) for a legal entity that is both not subject to tax and disregarded by the taxing authority, requiring that an entity reflect the effect of an enacted change in tax laws or rates in the annual effective tax rate computation in the interim period that includes the enactment date, and making minor codification improvements for income taxes related to employee stock ownership plans and investments in qualified affordable housing projects accounted for using the equity method. For public business entities, the amendments in this Update are effective for fiscal years, and interim periods within those fiscal years; early application is permitted. This standard mandates a modified retrospective transition method. We have not yet determined the impact from adoption of this new accounting pronouncement on our financial statements.
In August 2016, the FASB issued ASU 2016-15, Statement of Cash Flows: Classification of Certain Cash Receipts and Cash Payments. The Update provides amendments that clarify guidance or correct references in the Accounting Standards Codification that addresses current diversity in practice and could potentially result in changes in current practice because of either misapplication or misunderstanding of current guidance. Early adoption is permitted for the amendments that require transition guidance.years, beginning after December 15, 2020. We are currently evaluating the effect that the transition guidance will have on our financial statements and related disclosures.
In December 2016, the FASB issued ASU 2016-19, Technical Corrections and Improvements. Most of the amendments are effective upon issuance. Six amendments clarify guidance or correct references in the Accounting Standards Codification that could potentially result in changes in current practice because of either misapplication or misunderstanding of current guidance. The transition guidance effective dates for these six amendments varies depending upon the amendment, relevant Subtopic and applicability to other ASUs. Early adoption is permitted for the amendments that require transition guidance. We are currently evaluating the effect that the transition guidance will have on our financial statements and related disclosures.

NOTE C—EARNINGS PER SHARE


Basic earnings per common share is computed by dividing income available to common stockholders by the weighted average number of common shares outstanding for the period. Diluted earnings per common share is computed similarly to basic earnings per common share except that the weighted average number of common shares outstanding is increased to include the number of additional common shares that would have been outstanding if the potentially dilutive common shares had been issued.
The following table shows the computation of basic and diluted earnings per share for the years ended December 31, 2019, 2018 and 2017:
In thousands, except per share amounts Year ended December 31,
  2019 2018 2017
Numerator:      
Net (loss) income attributable to U.S. Silica Holdings, Inc. $(329,082) $(200,808) $145,206
       
Denominator:      
Weighted average shares outstanding 73,253
 76,453
 81,051
Diluted effect of stock awards 
 
 909
Weighted average shares outstanding assuming dilution 73,253
 76,453
 81,960
       
(Loss) earnings per share attributable to U.S. Silica Holdings, Inc.:      
Basic (loss) earnings per share $(4.49) $(2.63) $1.79
Diluted (loss) earnings per share $(4.49) $(2.63) $1.77

Potentially dilutive shares (in thousands) of 68 and 443 for the year ended December 31, 2019 and 2018, respectively, were excluded from the calculation of diluted weighted average shares outstanding and diluted earnings per share because we were in a loss position. Certain stock options, restricted stock awards and performance share units were excluded from the computation of diluted earnings per share because their effect would have been anti-dilutive. Such stock awards (in thousands) excluded from the calculation of diluted earnings (loss) per common share were as follows:
  Year ended December 31,
  2019 2018 2017
Stock options excluded 711
 574
 195
Restricted stock and performance share units awards excluded 1,298
 155
 305


NOTE D—CAPITAL STRUCTURE AND ACCUMULATED OTHER COMPREHENSIVE INCOME (LOSS)
Common Stock
Our Amended and Restated Certificate of Incorporation authorizes up to 500,000,000 shares of common stock, par value of $0.01. Subject to the rights of holders of any series of preferred stock, all of the voting power of the stockholders of Holdings shall be vested in the holders of the common stock.

81

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




In March 2016, we completed a public offering of 10,000,000 shares of our common stock for total cash proceeds of approximately $186.2 million net of underwriting discounts and offering costs. In August 2016, we issued an additional 6,825,693 shares of our common stock to complete two acquisitions discussed in Note D - Business Combinations. In November 2016, we executed another offering of 10,350,000 shares of common stock raising net cash proceeds of $467.0 million. There were 81,028,89882,601,926 shares of common stock issued and 73,601,950 shares outstanding at December 31, 2016. As of December 31, 2015, there2019. There were 53,390,13681,811,977 shares issued and outstanding.73,148,853 shares outstanding at December 31, 2018.
In 2016,During the year ended December 31, 2019, our Board of Directors declared quarterly cash dividends as follows:
Dividends per Common Share Declaration Date Record Date  Payable Date
$0.0625
 February 15, 2019 March 14, 2019 April 4, 2019
$0.0625
 May 13, 2019 June 14, 2019 July 5, 2019
$0.0625
 July 18, 2019 September 13, 2019 October 3, 2019
$0.0625
 November 12, 2019 December 13, 2019 January 3, 2020

Dividends per Common Share Declaration Date Record Date  Payable Date
$0.0625
 February 22, 2016 March 15, 2016 April 5, 2016
$0.0625
 May 5, 2016 June 15, 2016 July 6, 2016
$0.0625
 July 21, 2016 September 15, 2016 October 4, 2016
$0.0625
 November 3, 2016 December 15, 2016 January 5, 2017


All dividends were paid as scheduled.
Any determination to pay dividends and other distributions in cash, stock, or property by Holdings in the future will be at the discretion of our Board of Directors and will be dependent on then-existing conditions, including our business conditions, ourand financial condition, results of operations, liquidity, capital requirements, contractual restrictions including restrictive covenants contained in our debt agreements, and other factors. Additionally, because we are a holding company, our ability to pay dividends on our common stock may be limited by restrictions on the ability of our subsidiaries to pay dividends or make distributions to us, including restrictions under the terms of the agreements governing our indebtedness.
Preferred Stock
Our Amended and Restated Certificate of Incorporation authorizes our Board of Directors to issue up to 10,000,000 shares, in the aggregate, of preferred stock, par value of $0.01 in one or more series, and to fix the powers, preferences powers and relative, participating, optional or other special rights of such series, and any qualifications, limitations or restrictions thereof, including the dividend rate, conversion rights, voting rights, redemption rights and liquidation preference, and to fix the number of shares to be included in any such series, without any further vote or action by our stockholders.
There are nowere 0 shares of preferred stock issued or outstanding at December 31, 2016 and 2015.2019 or December 31, 2018. At present, we have no plans to issue any preferred stock.
Share Repurchase Program
We are authorized by our Board of Directors to repurchase shares of our outstanding common stock from time to time on the open market or in privately negotiated transactions. As of December 31, 2016, we are authorized to repurchase up to $50 million of our common stock through December 11, 2017. Stock repurchases, if any, will be funded using our available liquidity. The timing and amount of stock repurchases will depend on a variety of factors, including the market conditions as well as corporate and regulatory considerations. Under
In May 2018, our shareBoard of Directors authorized the repurchase program, asof up to $200 million of our common stock. As of December 31, 2016,2019, we have repurchased 706,093a total of 5,036,139 shares of our common stock at an average price of $23.83$14.59 and are authorized to repurchase up to an additional $33.2have $126.5 million of our common stock.

82

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




remaining availability under this program.
Accumulated Other Comprehensive Income (Loss)Loss
Accumulated other comprehensive income (loss)loss consists of fair value adjustments associated with cash flow hedges, short-term investments and accumulated adjustments for net experience losses and prior service cost related to employee benefit plans.plans and foreign currency translation adjustments, net of tax. The following table presents the changes in accumulated other comprehensive incomeloss by component (in thousands) during the year ended December 31, 2016:2019:
 For the Year Ended December 31, 2019
 Unrealized loss on cash flow hedges Foreign currency translation adjustments Pension and other post-retirement benefits liability Total
Beginning Balance$(1,621) $(620) $(12,779) $(15,020)
Other comprehensive loss before reclassifications(1,432) (188) (4,450) (6,070)
Amounts reclassed from accumulated other comprehensive loss
 
 1,236
 1,236
Ending Balance$(3,053) $(808) $(15,993) $(19,854)

 For the Year Ended December 31, 2016
  
Unrealized
gain (loss) on
cash flow
hedges
 
Unrealized
gain (loss)  on
short-term
investments
 
Pension and
other post-
retirement
benefits liability
 Total
Beginning Balance$(81) $6
 $(16,096) $(16,171)
Other comprehensive income before reclassifications(32) (6) (760) (798)
Amounts reclassed from accumulated other comprehensive income81
 
 1,012
 1,093
Ending Balance$(32) $
 $(15,844) $(15,876)
Amounts reclassedAny amounts reclassified from accumulated other comprehensive income (loss)loss related to cash flow hedges are included in interest expense in our IncomeConsolidated Statements of Operations and amounts reclassedreclassified related to the pension and other post-retirement benefits liability are included in the computation of net periodic pensionbenefit costs at their before taxpre-tax amounts.


NOTE D—E—BUSINESS COMBINATIONS

Goodwill
Goodwill represents the excess of the purchase price over the fair value of the underlying net assets acquired.


NBI
Trade Names
A trade name is a legally protected trade or similar mark. Acquired trade names are valued using an income method approach, generally the relief-from-royalty valuation method. The method uses a royalty rate based on comparable marketplace royalty agreements for similar types of trade names and applies it to the after-tax discounted free cash flow attributed to the trade name. The discount rate used is based on an estimated weighted average cost of capital and the anticipated risk for intangible assets.
The valued trade names have an indefinite life based on our plans and expectations for the trade names going forward and are reviewed for impairment under ASC 350-30-35.

Intellectual Property and Technology
Intellectual property and technology (“IP”) is a design, work or invention that is the result of creativity to which one has ownership rights that may be protected through a patent, copyright, trademark or service mark. IP is valued using the relief from royalty valuation method. The method uses a royalty rate based on comparable market-place royalty agreements for similar types of IP and applies it to the after-tax discounted free cash flow attributed to the IP. The discount rate used is based on an estimated weighted average cost of capital and the anticipated risk for intangible assets.
The IP is amortized following the pattern in which the expected benefits will be consumed or otherwise used up over each component’s useful life, based on our plans and expectations for the IP going forward, which is generally the underlying IP’s legal expiration dates. IP is reviewed for impairment under ASC 360-10.

Customer Relationships
Customer relationships are intangible assets that consist of historical and factual information about customers and contacts collected from repeat transactions with customers, with or without any underlying contracts. The information is generally organized as customer lists or customer databases. We have the expectation of repeat patronage from these customers based on the customers’ historical purchase activity, which creates the intrinsic value over a finite period of time and translates into the expectation of future revenue, income, and cash flow.
Customer relationships are valued using projected operating income, adjusted for estimated future existing customer growth less estimated future customer attrition, net of charges for net tangible assets, IP charge, trade name charge and work force. The concluded value is the after-tax discounted free cash flow. Customer relationships are reviewed for impairment under ASC 360-10.

2018 Acquisition:

On August 16, 2016,May 1, 2018, we completed the acquisition of New Birmingham, Inc. (“NBI”), the ultimate parent company of NBR Sand, LLC (“NBR”), by acquiring all of the outstanding capital stock of NBI through the merger of New Birmingham Merger Corp., a Nevada corporation and wholly owned subsidiary of the Company, with and into NBI, followed immediately by the merger of NBI with and into NBI Merger Subsidiary II,EP Acquisition Parent, Inc., a Delaware corporation (“EPAP”), and wholly owned subsidiarythe ultimate parent of the Company, which subsequently changed its name to Tyler Silica Company (the “NBI Acquisition”EP Minerals, LLC ("EPM"). NBRContemporaneous with the merger, EPAP was renamed EP Minerals Holdings, Inc. ("EPMH"). The consideration paid consisted of $743.2 million of cash, net of cash acquired of $19.1 million, including $0.5 million of post-closing adjustments. EPM is a regional sandglobal producer located near Tyler, Texas.of engineered materials derived from industrial minerals, including diatomaceous earth, clay (calcium bentonite and calcium montmorillonite) and perlite. EPM's industrial minerals are used as filter aids, absorbents and functional additives for a variety of industries including food and beverage, biofuels, recreational water, oil and gas, farm and home, landscape, sports turf, paint, plastics, and insecticides. The acquisition of NBIEPM increased our regional frac sandindustrial materials product offering in our OilIndustrial & Gas ProppantsSpecialty Products business segment.
We have accounted for the acquisition of EPMH under the acquisition method of accounting in accordance with ASC 805, Business Combinations, and have accounted for measurement period adjustments in accordance with ASU 2015-16, Simplifying the Accounting for Measurement-Period Adjustments. Estimates of fair value included in the Consolidated Financial Statements represent our best estimates and valuations. In accordance with the acquisition method of accounting, the allocation of consideration value was subject to adjustment until we completed our analysis in the second quarter of 2019.

The preliminary consideration paid to the stockholders of NBI at the closing of the NBI Acquisition consisted of $107.2 million of cash (net of $9.0 million cash acquired) and 2,630,513 shares of common stock. The calculation of the preliminary purchase price (in thousands, except shares) is as follows:
   
Cash consideration paid $116,165
Number of Holdings common shares delivered2,630,513
 
Multiplied by closing market price per share of U.S. Silica common stock on August 16, 2016$40.51
 
Total value of Holdings common shares delivered $106,562
Less, cash acquired $(9,002)
Total purchase price    $213,725


83

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS





The following table sets forth the preliminaryfinal allocation of the purchase price to theEPMH's identifiable tangible and intangible assets acquired and liabilities assumed, including measurement period adjustments (in thousands):
Final allocation of purchase price:Estimate as of December 31, 2018Measurement Period AdjustmentsPurchase Price Allocation
Accounts receivable, net$43,305
$
$43,305
Inventories86,112

86,112
Property, plant and mine development148,495
(1,937)146,558
Mineral rights419,469
(10,580)408,889
Identifiable intangible assets - finite lived10,270
(1,500)8,770
Identifiable intangible assets - indefinite lived38,050
(1,250)36,800
Prepaids and deposits2,072
(245)1,827
Other assets7,474

7,474
Goodwill150,628
12,184
162,812
Total assets acquired905,875
(3,328)902,547
Accounts payable13,435

13,435
Accrued expenses and other current liabilities10,304

10,304
Deferred tax liabilities122,811
(3,328)119,483
Long term obligations16,076

16,076
Total liabilities assumed$162,626
$(3,328)$159,298
Net assets acquired$743,249
$
$743,249

Allocation of Purchase price: 
Accounts receivable$2,680
Inventories3,494
Other current assets428
Income tax deposits6,657
Property, plant and mine development210,913
Identifiable intangible assets1,600
Goodwill86,228
Total assets acquired312,000
Accounts payable, accrued expenses and other current liabilities1,938
Deferred revenue500
Notes payable24,361
Capital lease liabilities3,331
Asset retirement obligations710
Deferred tax liabilities67,435
Total liabilities assumed98,275
Net assets acquired$213,725
The acquired intangible assets and the related estimated useful lives consist of the following:
 Approximate Fair ValueEstimated Useful Life
 (in thousands)(in years)
 Customer relationships$1,600
15
 Approximate Fair Value Estimated Useful Life
 (in thousands) (in years)
Technology and intellectual property$1,400
 15
Customer relationships7,370
 15
Total identifiable intangible assets - finite lived$8,770

 
    
Trade names$36,800
  
Total identifiable intangible assets - indefinite lived$36,800
  

Goodwill represents the excess of the purchase price over the fair value of the underlying net assets acquired. Goodwill in this transaction is attributable to planned growth in regional frac sand markets and synergies expected to be achieved from integrating the operations of our operating subsidiary, U.S. Silica Company (“U.S. Silica”), and NBI. The goodwill amount is includedindustrial materials product offering in our OilIndustrial & Gas ProppantsSpecialty Products business segment. Both customer relationshipsIntangibles and goodwill are not expected to be deductible for tax purposes.
Our Income Statement included revenue of $158.8 million and a net loss of $0.6 million for the year ended December 31, 2018, associated with EPMH following the date of acquisition. We incurred $13.6 million of acquisition-related charges, excluding debt issuance costs, for the year ended December 31, 2018, which are included in selling, general and administrative expenses on our Income Statement.


Unaudited Pro Forma Results
The results of EPMH's operations have been included in the Consolidated Financial Statements subsequent to the acquisition date. EPMH's fiscal year end was November 30 and the Company's fiscal year end was December 31. Under SEC regulations, if a target's fiscal year end varies by more than 93 days from the acquirer's fiscal year end, it is required to adjust interim periods until it is within 93 days. Since EPMH’s fiscal year end was within 93 days of the Company's fiscal year end, no adjustment is necessary and EPMH’s fiscal year end and interim period ends are used as if they coincided with the Company's fiscal year end and interim period end. The following unaudited pro forma consolidated financial information reflects the results of operations as if the EPMH acquisition had occurred on January 1, 2017, after giving effect to certain purchase accounting adjustments. Material non-recurring transaction costs attributable to the business combination were $15.2 million. Pro forma net income includes incremental interest expense due to the related debt financing, incremental depreciation and depletion expense related to the fair value adjustment of property, plant and mine development, amortization expense related to identifiable intangible assets, and tax expense related to the combined tax provisions. This information does not purport to be indicative of the actual results that would have occurred if the acquisition had actually been completed on the date indicated, nor is it necessarily indicative of the future operating results or the financial position of the combined company (in thousands, except per share amounts):
 For the year ended December 31,
 2018 2017
Sales$1,659,775
 $1,454,070
Net (loss) income$(179,220) $116,899
Basic (loss) earnings per share$(2.34) $1.44
Diluted (loss) earnings per share$(2.34) $1.43
    


2017 Acquisitions:

White Armor Acquisition:
On April 1, 2017, we completed the acquisition of White Armor, a product line of cool roof granules used in industrial roofing applications, for cash consideration of $18.6 million. The final purchase price was allocated to goodwill of approximately $3.9 million, identifiable intangible assets of $12.8 million and other net assets of approximately $1.9 million.
Goodwill in this transaction is attributable to planned growth in our specialty industrial sand business segment. The goodwill amount is included in our Industrial & Specialty Products business segment. Identifiable definite lived intangibles, including customer relationships, and goodwill are expected to be deductible for tax purposes.
We incurred $1.4$0.2 million of acquisition-related charges which are included in selling, general and administrative expenses during the year ended December 31, 2016. Additionally, we incurred $1.7 million related to the inventory write-up values in cost of goods sold during the year ended December 31, 2016.2017. Revenue and earnings for NBRWhite Armor after the acquisition date are not presented as the business was integrated into our operations subsequent to the acquisition and therefore impracticable to quantify.

SandboxMS Sand Acquisition:

On August 22, 2016,16, 2017, we completed the purchaseacquisition of all of the outstanding units of membership interest of Sandbox Enterprises,Mississippi Sand, LLC ("MS Sand"), a TexasMissouri limited liability company, ("Sandbox" orfor cash consideration of approximately $95.4 million, net of cash acquired of $2.2 million. As is normal and customary, subsequent adjustments were made including $(0.5) million of net working capital adjustments plus an additional $6.1 million consideration paid related to a pre-existing contracted asset sale, which was entered into prior to our acquisition, for total cash consideration of $101.0 million. MS Sand is a frac sand mining and logistics company based in St. Louis, Missouri. The acquisition of MS Sand increased our regional frac sand product offering in our Oil & Gas Proppants business segment.
We have accounted for the “Sandbox Acquisition”). Sandbox earns revenues from providing “last mile” transportation servicesacquisition of MS Sand under the acquisition method of accounting in accordance with ASC 805, Business Combinations, and have accounted for measurement period adjustments in accordance with ASU 2015-16, Simplifying the Accounting for Measurement-Period Adjustments. In accordance with the acquisition method of accounting, the allocation of consideration value was subject to companiesadjustment until we completed our analysis in the oil and gas industry. Sandbox has operations in Midland/Odessa, Texas; Morgantown, West Virginia; western North Dakota; northeastthird quarter of Denver, Colorado; Oklahoma City, OK; and Cambridge, Ohio, where its major customers are located.

The preliminary consideration paid includes $69.5 million of cash (net of $1.3 million cash acquired) and 4,195,180 shares of our common stock. The calculation of preliminary purchase price (in thousands, except shares) is as follows:

84

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




   
Cash consideration paid $70,760
Number of Holdings common shares delivered4,195,180
 
Multiplied by closing market price per share of U.S. Silica common stock on August 22, 2016$40.92
 
Total value of Holdings common shares delivered $171,667
Less, cash acquired $(1,306)
Total purchase price    $241,121

2018.
The following table sets forth a preliminarythe final allocation of the purchase price to Sandbox’sMS Sands' identifiable tangible and intangible assets acquired and liabilities assumed, including measurement period adjustments (in thousands):

Allocation of Purchase price:(in thousands)
Accounts receivable$13,392
Prepaid expenses and other1,465
Property, plant and mine development32,336
Identifiable intangible assets120,144
Goodwill86,100
Total assets acquired253,437
Accounts payable4,122
Deferred revenue4,902
Accrued expenses and other current liabilities3,292
Total liabilities assumed12,316
Net assets acquired$241,121

 Estimate as of December 31, 2017Measurement Period AdjustmentsPurchase Price Allocation
Accounts receivable$11,201
$
$11,201
Inventories8,067

8,067
Other current assets362

362
Assets held for sale9,453

9,453
Property, plant and mine development27,458

27,458
Mineral rights26,300
(2,800)23,500
Other non-current assets1,136

1,136
Goodwill22,522
2,800
25,322
Customer relationships1,840

1,840
Total assets acquired108,339

108,339
Accounts payable and accrued expenses3,761

3,761
Unfavorable leasehold positions2,237

2,237
Notes Payable866

866
Other long term liabilities


Asset retirement obligations474

474
Total liabilities assumed7,338

7,338
Net assets acquired$101,001
$
$101,001

The acquired intangible assets and the related estimated useful lives consist of the following:
 Approximate Fair ValueEstimated Useful Life
 (in thousands)(in years)
 Customer relationships$1,840
15

 Approximate Fair ValueEstimated Useful Life
 (in thousands)(in years)
 Indefinite lived intangible assets - Trade names$17,844
 Indefinite
 Definite lived intangible assets - Technology and intellectual property57,700
15
 Definite lived intangible asset - Customer relationships44,600
13
 Total fair value of identifiable intangible assets$120,144
 

Goodwill represents the excess of the purchase price over the fair value of the underlying net assets acquired. Goodwill in this transaction is attributable to expectedplanned growth in our regional frac sand demand at the wellhead and synergies expected to be achieved from integrating the operations of U.S. Silica and Sandbox.product offering in our Oil & Gas Proppants business segment. The goodwill amount is included in our Oil & Gas Proppants business segment. GoodwillIdentifiable definite lived intangibles, including customer relationships, and all intangible assets identified abovegoodwill are expected to be deductible for tax purposes.

Our 2016 Income Statement included revenue of $31.0 million associated with Sandbox following the date of acquisition. Sandbox's impact on our net loss was not significant for the year ended December 31, 2016. We incurred $3.0$1.0 million of acquisition-related charges which are included in selling, general and administrative expenses onexpenses. Revenue and earnings for MS Sand after the Income Statement foracquisition date are not presented as the year ended December 31, 2016.

The cost relatedbusiness was integrated into our operations subsequent to the issuance of the 6,825,693 shares of common stockacquisition and therefore impracticable to complete the two acquisitions totaled $0.3 million, which is included in additional paid-in capital on our Condensed Consolidated Statements of Stockholders' Equity for the year ended December 31, 2016.quantify.

Both acquisitions were accounted for using the acquisition method of accounting. The purchase price and purchase price allocations for both Sandbox and NBI acquisitions are preliminary and subject to customary post-closing adjustments and

85

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




changes in the fair value of assets and liabilities. The above estimated fair values of assets acquired and liabilities assumed are based on the information that was available as of the reporting date. We believe that the information provides a reasonable basis for estimating the fair values of the acquired assets and assumed liabilities, but the potential for measurement period adjustments exists based on our continuing review of matters related to the acquisitions. As a result, our final purchase price allocations may be significantly different than those reflected in the tables above. We expect to complete the purchase price allocations as soon as practicable, but no later than one year from the acquisition dates.
CombinedUnaudited Pro Forma Results

The results of NBI's and Sandbox’sMS Sand’s operations have been included in the consolidated financial statementsConsolidated Financial Statements subsequent to the acquisition dates. The following unaudited pro forma consolidated financial information reflects the results of operations as if the NBI Acquisition and SandboxMS Sand Acquisition had occurred on January 1, 2015,2016, after giving effect to certain purchase accounting adjustments. These adjustments mainly include incremental depreciation expense related to the fair value adjustment of property, plant, equipment and mine development, amortization expense related to identifiable intangible assets and tax expense related to the combined tax provisions. This information does not purport to be indicative of the actual results that would have occurred if the acquisition had actually been completed on the date indicated, nor is it necessarily indicative of the future operating results or the financial position of the combined company (in thousands, except per share amounts):
 For the year ended December 31,
 2017
Sales$1,287,202
Net income$143,604
Basic earnings per share$1.77
Diluted earnings per share$1.75

For the year ended December 31,

2016 2015
Sales$615,552
 $753,287
Net income (loss)$(45,161) $43,163
Basic earnings per share$(0.69) $0.81
Diluted earnings per share$(0.69) $0.81








NOTE E—F—ACCOUNTS RECEIVABLE
At December 31, 20162019 and 2015,December 31, 2018, accounts receivable (in thousands) consisted of the following:
 December 31, 
 2019
 December 31,  
 2018
Trade receivables$178,182
 $198,435
Less: Allowance for doubtful accounts(8,984) (6,751)
Net trade receivables169,198
 191,684
Other receivables(1)
13,040
 23,802
Total accounts receivable$182,238
 $215,486
(1)At December 31, 2019, other receivables include $8.1 million of refundable alternative minimum tax credits. At December 31, 2018, other receivables included $16.0 million of refundable alternative minimum tax credits that were refunded during the third quarter of 2019.
 At December 31,
 2016 2015
Trade receivables$93,982
 $64,821
Less: Allowance for doubtful accounts(7,042) (7,686)
Net trade receivables86,940
 57,135
Other receivables2,066
 1,571
Total accounts receivable$89,006
 $58,706
Changes in our allowance for doubtful accounts (in thousands) during the years ended December 31, 20162019 and 2015 are2018 were as follows:
 Allowance for Doubtful Accounts
 2016 2015
Balance at January 1,$7,686
 $10,429
Bad debt provision(1,232) (290)
Write-offs and recoveries588
 (2,453)
Balance at December 31,$7,042
 $7,686

86
 December 31, 
 2019
 December 31,  
 2018
Beginning balance$6,751
 $7,100
Bad debt provision3,466
 315
Write-offs(1,233) (664)
Ending balance$8,984
 $6,751


Our ten largest customers accounted for approximately 43%, 48% and 58% of total sales during the year ended December 31, 2019, 2018 and 2017, respectively. Sales to one of our customers accounted for 11% of our total sales during the year ended December 31, 2019. Sales to one of our customers accounted for 15% of our total sales during the year ended December 31, 2018. Sales to two of our customers accounted for 15% and 12% of our total sales during the year ended December 31, 2017. No other customers accounted for 10% or more of our total sales. At December 31, 2019, one of our customers' accounts receivable represented 12% of our total trade accounts receivable, net of allowance. At December 31, 2018, the same customer's accounts receivable represented 18% of our total trade accounts receivable, net of allowance. No other customers accounted for 10% or more of our total trade accounts receivable.
U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




NOTE F—G—INVENTORIES
At December 31, 20162019 and 2015,December 31, 2018, inventories (in thousands) consisted of the following:
 December 31, 2019 December 31, 2018
Supplies$47,277
 $41,453
Raw materials and work in process41,167
 68,474
Finished goods35,988
 52,160
Total inventories$124,432
 $162,087

 At December 31,
 2016 2015
Supplies$18,824
 $18,029
Raw materials and work in process25,161
 18,113
Finished goods34,724
 28,862
Total inventories$78,709
 $65,004

The decrease in inventories is primarily attributable to the amortization of inventory fair value step-up from purchase accounting as well as from write-offs of obsolete inventory, write-downs of inventory to net realizable value and impairments of unused inventory at frac sand plants we idled. See Note Z - Impairments for additional information.


NOTE G—H—PROPERTY, PLANT AND MINE DEVELOPMENT
At December 31, 20162019 and 2015,December 31, 2018, property, plant and mine development (in thousands) consisted of the following:
 December 31, 
 2019
 December 31,  
 2018
Mining property and mine development$794,899
 $995,759
Asset retirement cost18,260
 12,732
Land57,082
 55,502
Land improvements73,203
 67,729
Buildings69,112
 64,515
Machinery and equipment1,152,898
 958,357
Furniture and fixtures4,068
 3,599
Construction-in-progress54,675
 167,933
 2,224,197
 2,326,126
Accumulated depletion, depreciation, amortization and impairment charges(706,610) (499,823)
Total property, plant and mine development, net$1,517,587
 $1,826,303

 At December 31,
 2016 2015
Mining property and mine development$414,434
 $222,439
Asset retirement cost8,062
 9,889
Land35,052
 30,322
Land improvements42,738
 37,791
Buildings52,178
 51,280
Machinery and equipment450,881
 360,817
Furniture and fixtures2,566
 1,917
Construction-in-progress43,790
 56,130
 1,049,701
 770,585
Accumulated depletion, depreciation and amortization(266,388) (209,389)
Total property, plant and mine development, net$783,313
 $561,196
Depreciation, depletion, and amortization expense related to property, plant and mine development for the years ended December 31, 2019 and 2018 was $168.6 million and $139.1 million, respectively. At December 31, 2016,2019 and December 31, 2018, the aggregate cost of the machinery and equipment acquired under capital leasefinance leases was $4.7$0.3 million and $0.5 million, respectively, reduced by accumulated depreciation of $0.3 million. At December 31, 2015, we held no assets under a capital lease obligation.
During 2015, we wrote off $1.1$0.2 million of equipment due to discontinuation of certain industrial and specialty products. This amount is included in the depreciation, depletion and amortization expense on our Income Statements.$0.2 million, respectively. The amount of interest costs capitalized in property, plant and equipmentmine development was $0.2 million, $0.5$2.0 million and $1.4$6.7 million for the year ended December 31, 2019 and 2018, respectively.
During 2019, impairment charges of approximately $243.1 million were recorded mainly related to facilities that have reduced capacity or have been idled, including Tyler, Texas, Sparta, Wisconsin, and Utica, Illinois. During 2018, impairment charges of approximately $109.9 million were recorded mainly related to facilities that have reduced capacity or have been idled, including Voca, Texas, Fairchild, Wisconsin, Rochelle, Illinois, and Peru, Illinois. These charges relate to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations. See Note Z - Impairments for additional information.
During 2019, management approved the disposal of certain non-operating parcels of land. The assets had a combined carrying value of approximately $1.3 million. The proceeds of the disposals were expected to exceed the net carrying value of the assets and, accordingly, 0 impairment loss was recognized on these assets held for sale. The assets were previously classified as Land, therefore, 0 adjustments were needed for depreciation of these assets. During the fourth quarter of 2019, we sold a portion of these assets at a gain of $0.6 million, which was recorded in Other income, net, including interest income in the Consolidated Statements of Operations. At December 31, 2019, the remaining balance of assets held for sale included in Prepaid expenses and other current assets in the Consolidated Balance Sheets is $0.1 million, which we expect to dispose of within one year of the balance sheet date.
On March 21, 2018, we completed the sale of 3 transload facilities located in the Permian, Eagle Ford, and Marcellus Basins to CIG Logistics (“CIG”) for total consideration of $86.1 million, including the assumption by CIG of $2.2 million of Company obligations. Total cash consideration was $83.9 million. The consideration includes receipt of a vendor incentive from CIG to enter into master transloading service arrangements. Of the total consideration, $25.8 million was allocated to the fair value of the transload facilities, which had a net book value of $20.0 million and resulted in a gain on sale of $5.8 million. The consideration included a related asset retirement obligation of $2.1 million and an equipment note of $0.1 million assumed by CIG. In addition, $60.3 million of the consideration received in excess of the facilities' fair value was allocated to vendor incentives to be recognized as a reduction of costs using a service-level methodology over the contract lives of the transloading service arrangements. At December 31, 2019, vendor incentives of $26.6 million were classified in accounts payable and accrued expenses on our balance sheet. At December 31, 2018, vendor incentives of $12.5 million and $33.8 million were classified in accounts payable and accrued expenses and in other long-term obligations, respectively, on our balance sheet.
Separately, on March 21, 2018, we accrued $7.9 million in contract termination costs for facilities contracts operated by third-parties, which will not transfer to CIG. During the second quarter of 2018, as a result of the final settlement of these contracts, we recorded a $2.7 million credit in selling, general and administrative expenses on our Income Statement.




NOTE I—GOODWILL AND INTANGIBLE ASSETS
The changes in the carrying amount of goodwill (in thousands) by business segment consisted of the following:
 Oil & Gas Proppants Segment Industrial & Specialty Products Segment Total
Balance at December 31, 2017247,467
 24,612
 272,079
      
MS Sand acquisition measurement period adjustment2,800
 
 2,800
EPMH acquisition and measurement period adjustment
 150,628
 150,628
Oil & Gas Sand impairment(164,167) 
 (164,167)
      
Goodwill250,267
 175,240
 425,507
Impairment losses(164,167) 
 (164,167)
Balance at December 31, 201886,100
 175,240
 261,340
      
EPMH acquisition measurement period adjustment
 12,184
 12,184
Balance at December 31, 2019$86,100
 $187,424
 $273,524


Goodwill and trade names are evaluated for impairment annually as of October 31, or more frequently when indicators of impairment exist. We evaluated events and circumstances since the date of our last qualitative assessment, including macroeconomic conditions, industry and market conditions, and our overall financial performance. After assessing the totality of the events and circumstances, we determined that it was not more likely than not that the fair value of our reporting units was less than their carrying amount and no impairment existed related to goodwill or trade names as of December 31, 2019.

During 2018, subsequent to our annual impairment test, we experienced a declining shift in demand for Northern White sand caused by some of our customers shifting to local in-basin frac sands with lower logistics costs. Our largest customer at our Voca, Texas plant did not renew their contract, instead opting to sign a new contract with us for local in-basin frac sand. Additionally, Northern White Sand operations and reserves in Fairchild, Wisconsin and Peru, Illinois experienced a similar significant fourth quarter decline in demand due to customers' shift to local in-basin sand closer to their operations.

As a result of these triggering events, we performed a quantitative analysis and determined that the goodwill of our Oil & Gas Sand reporting unit was impaired. We recognized goodwill impairment charges of $164.2 million and intangible asset impairment charges related to trade names of $4.5 million during the fourth quarter of 2018. These impairment charges were recorded in the "Goodwill and other asset impairments" caption of our Consolidated Statements of Operations. The fair value of our reporting units was determined using a combination of the discounted cash flow method and the market multiples approach.


The changes in the carrying amount of intangible assets (in thousands) consisted of the following:
 December 31, 2019December 31, 2018
 Gross Carrying AmountAccumulated AmortizationImpairmentsNetGross Carrying AmountAccumulated AmortizationImpairmentsNet
         
Technology and intellectual property$86,183
$(17,080)
$69,103
$83,616
$(11,168)
$72,448
Customer relationships68,599
(18,737)$(1,240)48,622
68,664
(13,826)
54,838
 Total definite-lived intangible assets:$154,782
$(35,817)$(1,240)$117,725
$152,280
$(24,994)$
$127,286
Trade names65,390


65,390
71,118

(4,478)66,640
Other700


700
700


700
Total intangible assets:$220,872
$(35,817)$(1,240)$183,815
$224,098
$(24,994)$(4,478)$194,626


We recorded a $1.2 million impairment of customer relationships and a $4.5 million impairment of trade names as of December 31, 2019 and 2018, respectively, in the Oil & Gas Segment. These impairment charges were recorded in the "Goodwill and other asset impairments" caption of our Consolidated Statements of Operations. See Note Z - Impairments for additional information.

Estimated useful life of technology and intellectual property is 15 years. Estimated useful life of customer relationships is a range of 13 - 15 years.

During the first quarter of 2019, measurement period adjustments related to the Company's EPMH acquisition decreased the gross carrying amounts of the technology and intellectual property by $1.5 million and the trade names by $1.3 million. See Note E - Business Combinations.

Amortization expense was $10.8 million, $9.7 million and $8.8 million for the years ended December 31, 2016, 20152019, 2018, and 2014,2017, respectively.

The estimated amortization expense related to definite-lived intangible assets (in thousands) for the five succeeding years is as follows:
2020$10,863
202110,861
202210,846
202310,841
202410,843




NOTE H—J—ACCOUNTS PAYABLE AND ACCRUED LIABILITIES
At December 31, 20162019 and 2015,2018, accounts payable and accrued liabilities (in thousands) consisted of the following:
 December 31,
 2019 2018
Trade payables$181,029
 $166,296
Accrued salaries and wages12,385
 12,291
Accrued vacation liability3,053
 3,503
Current portion of liability for pension and post-retirement benefits2,993
 2,708
Accrued healthcare liability4,078
 2,702
Accrued property taxes and sales taxes4,070
 4,490
Vendor incentives26,617
 12,508
Other accrued liabilities14,012
 11,902
Accounts payable and accrued liabilities$248,237
 $216,400
 At December 31,
 2016 2015
Accrued salaries and wages$3,794
 $1,309
Accrued vacation liability2,471
 2,593
Current portion of liability for pension and post-retirement benefits1,553
 1,505
Accrued healthcare liability1,307
 1,830
Accrued property taxes and sales taxes1,815
 1,940
Other accrued liabilities2,094
 2,531
Total accrued liabilities$13,034
 $11,708

Other accrued liabilities consist of employer related expenses, dividends payable, royalties payable, accrued transportation and related costs, customer rebates, royaltiesinterest payable, and other items.

Certain reclassifications of prior year's amounts have been made to conform to the current year presentation. In conforming to the current year presentation, trade payables were decreased by $12.5 million and included in the vendor incentives line item. See Note H - Property, Plant and Mine Development for more information related to vendor incentives.
87

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS






NOTE I—K—DEBT AND CAPITAL LEASES
At December 31, 20162019 and 2015,2018, debt (in thousands) consisted of the following:
 December 31, 
 2019
 December 31,  
 2018
Senior secured credit facility:   
Revolver expiring May 1, 2023 (7.75% at December 31, 2019 and 8.50% at December 31, 2018)$
 $
Term Loan facility—final maturity May 1, 2025 (5.81% at December 31, 2019 and 6.56% December 31, 2018)1,247,600
 1,270,400
Less: Unamortized original issue discount(5,412) (6,511)
Less: Unamortized debt issuance cost(25,390) (31,310)
Note payable secured by royalty interest10,438
 26,511
Insurance financing notes payable5,055
 
Equipment notes payable87
 321
Finance leases70
 344
Total debt1,232,448
 1,259,755
Less: current portion(18,463) (13,327)
Total long-term portion of debt$1,213,985
 $1,246,428

 December 31, 2016 December 31, 2015
Senior secured credit facility:  

Revolver expiring July 23, 2018 (5.25% at December 31, 2016 and 5% at December 31, 2015)$
 $
Term loan facility—final maturity July 23, 2020 (4% - 4.5% at December 31, 2016 and December 31, 2015)494,175
 499,275
Less: Unamortized original issue discount(1,318) (1,696)
Less: Unamortized debt issuance cost(4,482) (5,874)
Note payable secured by royalty interest (includes $3,053 unamortized fair value premium)23,076
 
Customer note payable1,787
 
Total debt513,238
 491,705
Less: current portion(4,821) (3,330)
Total long-term portion of debt$508,417
 $488,375
Revolving Line-of-Credit
We have a $50 million the Revolver, with zero drawn and $4.0 million allocated for letters of credit as of December 31, 2016, leaving $46.0 million available under the Revolver.
Debt Maturities
At December 31, 2016, contractual maturities of senior secured credit facility (in thousands) are as follows:
2017$5,100
20185,100
20195,100
2020478,875
 $494,175
Senior Secured Credit Facility
On July 23, 2013,May 1, 2018, we refinancedentered into a Third Amended and Restated Credit Agreement (the "Credit Agreement"), which increased our then existing senior secured debt by amending our Term Loan and replacing our then existing revolving line-of-credit. The Term Loan amendment refinanced our then existing senior debt by entering into a new $425 million$1.380 billion senior secured credit facility,Credit Facility, consisting of a $375$1.280 billion term loan (the "Term Loan") and a $100 million Term Loan andrevolving credit facility (the "Revolver") (collectively the $50 million Revolver"Credit Facility") that may also be used for swingline loans (up to $5 million) or letters of credit, (upand we may elect to $20 million). The Term Loan amendment also, among other things, removed and amended certain financial and other covenants to provide additional operating flexibility, and lowered interest rates on borrowed amounts. The existing revolving line-of-credit was terminated. The Term Loan will expire on July 23, 2020 andincrease the Revolver will expire on July 23, 2018. On December 5, 2014, we further increased our Term Loan by an additional $135 million to a total of approximately $502 millionterm loan in accordance with the incremental borrowing featureterms of the Credit Agreement. Borrowings under the Credit Agreement will bear interest at variable rates as determined at our election, at LIBOR or a base rate, in our senior secured credit facility.
Our senior secured crediteach case, plus an applicable margin. In addition, under the Credit Agreement, we are required to pay a per annum facility fee and fees for letters of credit. The Credit Agreement is secured by a pledge of substantially all of our assets including accounts receivable, inventory, property, plant and mine development,of our domestic subsidiaries' assets and a pledge of the equity interests in certainsuch entities. The Term Loan matures on May 1, 2025, and the Revolver expires on May 1, 2023. We capitalized $38.7 million in debt issuance costs and original issue discount as a result of our subsidiaries. the new Credit Agreement.
The facilityCredit Agreement contains covenants that, among other things, governlimit our ability, and certain of our subsidiaries' abilities, to create, incur or assume indebtedness and liens, to make acquisitions or investments, to sell assets and to pay dividends. This includes a restriction on the ability of our operating subsidiaries to make distributions to us to the extent that the incurrence ratio (as defined in the senior secured credit facility) after giving effect to the distribution is 3:1 or greater. The facilityCredit Agreement also requires us to maintain a consolidated total net leverage ratio of no more than 3.75:1.00 as of the last day of any fiscal quarter whenever usage of the Revolver (other than certain undrawn letters of credit) exceeds 25%30% of the Revolver commitment. These covenants are subject to a number of important exceptions and qualifications. The Credit Agreement includes events of default and other affirmative and negative covenants that are usual for facilities and transactions of this type. As of December 31, 20162019, and December 31, 2015,2018, we are in compliance with all covenants in accordance with our senior secured credit facility.Credit Facility.
Term Loan
At December 31, 2019, contractual maturities of our senior secured Credit Facility (in thousands) are as follows:
2020$12,800
202112,800
202212,800
202312,800
202412,800
Thereafter1,183,600
Total$1,247,600



88

TableDuring the third quarter of Contents2019, we repurchased outstanding debt under the Term Loan in the amount of $10 million at a rate of 95.5%. Debt issuance costs and original issue discount were recalculated with the reduced future debt payments, and additional costs of approximately $0.4 million were expensed. As a result, we recorded a gain on extinguishment of debt in the amount of $0.1 million. The gain on extinguishment was recorded in Other income, net, including interest income in the Consolidated Statements of Operations.
U.S. SILICA HOLDINGS, INC.Revolving Line-of-Credit
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




We have a $100.0 million Revolver with 0 drawn and $6.5 million allocated for letters of credit as of December 31, 2019, leaving $93.5 million available under the Revolver. Based on our consolidated leverage ratio of 4.30:1.00 as of December 31, 2019, we may draw up to $30.0 million without the consent of our lenders. With the consent of our lenders, we have access to the full availability of the Revolver.
Note Payable Secured by Royalty Interest
In conjunction with the NBI Acquisition,acquisition of New Birmingham, Inc. in August 2016, we assumed a note payable secured by a royalty interest. The monthly royalty payment is calculated based on future tonnages and sales related to the sand shipped from our Tyler, Texas facility. The note payable is due by June 30, 2032. The note does not provide a stated interest rate. The minimum payments (in thousands) for the next five years required by the note are as follows:
2017$1,750
20181,750
20191,750
20201,750
20211,750
2020$454
2021378
2022434
2023499
2024570
Thereafter8,103

Under this agreement once a certain number of tons have been shipped from the Tyler facility, the minimum payments will decrease to $0.5 million per year, subject to proration in the period this threshold is met.
The royalty note payable fair value was estimated to be $22.5 million on the acquisition date. The estimate was made using a discounted cash flow model, which calculated the present value of projected future cash payments required under the agreement using a discountdiscounted rate of 14%. As of December 31, 2016,2019, the note payable hashad a balancefair value of $23.1$10.4 million. The $0.6 million increasedecrease in thisfair value of the note payable amount is due to payment-in-kind interest.
Customer Note Payable
In connection withchanges in our estimate of future tonnages and sales related to the NBI Acquisition, we assumed a customersand shipped from our Tyler, Texas facility. We no longer expect any future tonnages and sales related to this facility, which has been idled. The note payable that was entered into by NBI. NBI entered into an amendmenthas been reduced to a supply agreement effective January 1, 2016. Termsthe discounted value of the amended agreement call for repaymentfuture minimum payments as required by contract. These changes in estimate resulted in gains that were recorded in Other income, net, including interest income in the Consolidated Statements of $2.5Operations. Gains in the amount of $16.9 million at 0%were recorded during 2019. The effective interest in equal monthly payments beginning January 1, 2016 for 60 months, or $0.5 million per year. Additionally,rate based on the principal of this note payable can be reduced via future product load credit. We discounted the requiredupdated projected future cash payments was 14% at December 31, 2019. Other changes in fair value of the note payable amount may result if estimates of future tonnages and projected product load credit using an effectivesales increase or decrease.
Insurance Financing Notes Payable
During the third quarter of 2019, we renewed our insurance policies and financed the payments through notes payable with a stated interest rate of 3.5%4.5%. These payments will be made in installments throughout a ten-month period and, recordedas such, have been classified as current debt. As of December 31, 2019, the notenotes payable at $1.9 million on the acquisition date.had a balance of $5.1 million.
Capital Leases
NOTE L—DEFERRED REVENUE
We enter into financing arrangements from time to time to purchase machinery and equipment utilized in operations. At December 31, 2016, scheduled future minimum lease payments under capital lease obligations (in thousands) are as follows:
2017$2,315
2018722
Total minimum lease payments3,037
Less: amount representing interest(83)
Present value of minimum lease payments2,954
Less: current portion of capital lease obligations(2,237)
Non-current portion of capital lease obligations$717
NOTE J—DEFERRED REVENUE
On July 3, 2014, we received an advance of $100.0 million from acertain customer under a supply agreementagreements which givesgive the customercustomers the right to purchase certain products for a fixeddiscounted price at certain volumes.volumes over an average initial contract term of one to fifteen years. The customer has an unsecured promissory note related to this deposit, which has beenadvance payments represent future purchases and are recorded as deferred revenue, inrecognized as revenue over the Balance Sheets. The unused portioncontract term of each supply agreement. During the deposit has a stated interest rate of 4.9% compounded quarterly. The deposit obligation and related interest are reduced as shipments occur with a portion of the sales price being received in cash and a smaller non-cash portion reducing first any accrued interest and then, to the extent available, any outstanding deposit. We can, throughyear ended December 31, 2019 repaywe received advances of $12.2 million. At December 31, 2019 and 2018, the unused deposit obligation at any time without penalty.total deferred revenue balance was $50.6 million and $113.3 million, respectively, of which $15.1 million and $31.6 million was classified as current on our Balance Sheets.

The decrease in the current year balance is partially attributable to revenue recognized as variable consideration from shortfall penalties assessed to multiple customers according to contract terms. In some cases, amounts recorded are estimates


which are in negotiation and may increase or decrease. We believe this is the best estimate of revenue to recognize as of December 31, 2019.
NOTE K—M—ASSET RETIREMENT OBLIGATIONS
Mine reclamation or future remediation costs for inactive mines are accrued based on management’s best estimate at the end of each period of the costs expected to be incurred at a site. Such cost estimates include, where applicable, ongoing care, maintenance and monitoring costs. Changes in estimates at inactive mines are reflected in earnings in the period an estimate is revised.
As of December 31, 2019 and 2018, we had a liability of $25.8 million and $18.4 million, respectively, in other long-term obligations related to our asset retirement obligations. Changes in the asset retirement obligations (in thousands) during the years ended December 31, 2019 and 2018 are as follows:
 December 31, 
 2019
 December 31, 2018
Beginning balance$18,413
 $19,032
Accretion1,531
 1,214
Additions and revisions of prior estimates5,881
 (319)
Addition related to EPMH acquisition
 2,733
EPMH measurement period adjustment
 (2,131)
Disposal related to sale of transloads
 (2,116)
Ending balance$25,825
 $18,413

The increase in liability is primarily attributable to additions due to increased environmental and acreage disturbance at certain plant sites and revisions of estimates of closure dates of certain plants sites.
NOTE N—FAIR VALUE ACCOUNTING

89

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




Fair value is defined as the exchange price that would be received for an asset or paid to transfer a liability (an exit price) in the principal or most advantageous market for the asset or liability in an orderly transaction between market participants on the measurement date. Fair value is estimated by applying the following hierarchy, which prioritizes the inputs used to measure fair value into three levels and bases the categorization within the hierarchy upon the lowest level of input that is available and significant to the fair value measurement:
Level 1—Quoted prices in active markets for identical assets or liabilitiesliabilities.
Level 2—Observable inputs other than quoted prices in active markets for identical assets and liabilities, quotequoted prices for identical or similar assets or liabilities in inactive markets, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities.
Level 3—Inputs that are generally unobservable and typically reflect management’s estimate of assumptions that market participants would use in pricing the asset or liability.
Cash Equivalents
Due to the short-term maturity, we believe our cash equivalent instruments at December 31, 20162019 and 20152018, approximate their reported carrying values.
Short-Term Investments
In general, the fair value of our short-term investments is based on quoted prices for similar assets in active markets, or for identical assets or similar assets in markets in which there were fewer transactions (Level 2). Money market mutual funds are based on calculated net asset value and are reported in Level 1. Variable rate demand obligations underwritten and remarketed by a financial institution are priced at par value.
Long-Term Debt, Including Current Maturities
We believe that the fair values of our long-term debt, including current maturities, approximatesapproximate their carrying values based on their effective interest rates compared to current market rates.
Changes in the fair value of the royalty note payable utilize Level 3 inputs, such as estimates of future tonnages sold and average sales price. See Note K - Debt for more information on the change in fair value during the year ended December 31, 2019.


Derivative Instruments
The estimated fair value of our derivative assets (interest rate caps)instruments are recorded at each reporting period and are based upon widely accepted valuation techniques, including discounted cash flow analysis on the expected cash flows of each derivative contract. This analysis reflects the contractual terms of the derivatives, including the period to maturity, and uses observable market-based inputs, including interest rate curves and implied volatilities. We also incorporate credit valuation adjustments to appropriately reflect both our nonperformance risk as well as that of the respective counterparty in the fair value measurements.
Although we have determined that the majority of the inputs used to value our derivatives fall withwithin Level 2 of the fair value hierarchy, the credit valuation adjustments associated with our derivatives utilize Level 3 inputs, such as estimates of current credit spreads to evaluate the likelihood of default of ourselves and our counterparties. However, as of December 31, 2016,2019, we have assessed that the impact of the credit valuation adjustments on the overall valuation of our derivative positions is not significant. As a result, we have determined that our derivative valuations in their entirety are classified in Level 2 of the fair value hierarchy.
In accordance with the fair value hierarchy, the following table presents the fair value as of December 31, 2016 and 2015, respectively, of those assets (in thousands) that we measure at fair value on a recurring basis:
 December 31, 2016 December 31, 2015
 Level 1 Level 2 Total Level 1 Level 2 Total
Short-term investments$
 $
 $
 $1
 $21,848
 $21,849
Interest rate derivatives
 72
 72
 
 
 
Net asset$
 $72
 $72
 $1
 $21,848
 $21,849

90

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




NOTE L—SHORT-TERM INVESTMENTS
At December 31, 2015, we segregated funds into designated accounts with investment brokers who managed our short-term investment portfolio. Those funds were held on an available-for-sale basis and are therefore reported at fair value on the balance sheet. In 2016, we liquidated our short-term investments and have no short-term investments as of December 31, 2016. The following table summarizes our available-for-sale short-term investments (in thousands) as of December 31, 2015:
 
Aggregate
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
December 31, 2015       
Money market mutual funds$1
 $
 $
 $1
Fixed income securities:  
 
 
Certificates of deposit10,535
 
 (3) 10,532
Commercial paper5,689
 19
 
 5,708
Corporate notes and bonds2,006
 
 
 2,006
Government agencies3,598
 4
 
 3,602
U.S. Treasuries
 
 
 
Variable rate demand obligations
 
 
 
Total available-for-sale investments$21,829
 $23
 $(3) $21,849
See Note O - Derivative Instruments for more information.    

NOTE M—O—DERIVATIVE INSTRUMENTS
Cash Flow Hedges of Interest Rate Risk
We enter into interest rate capswap agreements in connection with theour Term Loan facility to add stability to interest expense and to manage our exposure to interest rate movements. Interest rate caps designated as cash flow hedges involve the receipt of variable-rate amounts from a counterparty if interest rates rise above the strike rateThe derivative instruments are recorded on the contract in exchange for an upfront premium.
The following table summarizesbalance sheet within other current or long-term assets or liabilities based on maturity dates at their fair values. As of December 31, 2019, the fair value of our derivative instruments (in thousands, except contract/notional amount). See Note K - Fair Value Accounting for additional disclosures regardinginterest rate swaps was a liability of $2.8 million and a liability of $1.3 million which are classified within accounts payable and accrued liabilities on our balance sheet. Our interest rate cap matured on June 30, 2019. At December 31, 2018, the estimated fair valuesvalue of our derivative instruments at December 31, 2016, and 2015.
   December 31, 2016   December 31, 2015
 
Maturity
Date
 
Contract/Notional
Amount
 
Carrying
Amount
 
Fair
Value
 
Maturity
Date
 
Contract/Notional
Amount
 
Carrying
Amount
 
Fair
Value
Interest rate cap agreement(1)
2019 $249 million $72
 $72
 2016 $252 million $
 $

(1) Agreements limit the LIBOR floating2 interest rate base to 4%.
swaps was a liability of $1.5 million and a liability of $0.7 million and were classified within other long-term liabilities on our balance sheet. The fair value of our interest rate cap was 0. We have designated these contractsthe interest rate swap agreements as qualified cash flow hedges. Accordingly, the effective portion of the gain or loss on the derivative instrument is reported as a component of other comprehensive income and recognized in earnings in the same period or periods during which the hedged transaction affects earnings.
The following table summarizes the fair value of our derivative instruments (in thousands, except contract/notional amount). See Note N - Fair Value Accounting for more information regarding the estimated fair values of our derivative instruments at December 31, 2019 and 2018.
 December 31, 2019  December 31, 2018
 Maturity
Date
 Contract/Notional
Amount
 Carrying
Amount
 Fair
Value
  Maturity Date Contract/Notional
Amount
 Carrying
Amount
 Fair
Value
LIBOR(1) interest rate swap agreement
2020 
$440 million $(2,768) $(2,768)  2020 
$440 million $(1,475) $(1,475)
LIBOR(1) interest rate swap agreement
2020 
$200 million $(1,259) $(1,259)  2020 
$200 million $(663) $(663)
LIBOR interest rate cap agreement

 $
 $
 $
  2019 
$249 million $
 $
(1) Agreements fix the LIBOR interest rate base to 2.74%
On May 1, 2018, as a result of entering into the new Credit Agreement, we determined the existing interest rate cap derivative no longer qualified for hedge accounting. During the year ended December 31, 2016 and 2015,2018 we recognized $76 thousand of deferred losses in accumulated other comprehensive loss into earnings.
During the year ended December 31, 2019, we had no0 ineffectiveness for such contracts.the interest rate swap derivatives.


The following table summarizes the effect of derivativesderivative instruments (in thousands) on our income statements and our consolidated statements of comprehensive income for the years ended December 31, 2016, 20152019, 2018 and 2014.2017:
 2019 2018 2017
Deferred losses from derivatives in OCI, beginning of period$(1,621) $(76) $(32)
(Loss) gain recognized in OCI from derivative instruments(1,432) (1,622) (45)
Loss reclassified from Accumulated OCI
 77
 1
Deferred losses from derivatives in OCI, end of period$(3,053) $(1,621) $(76)

 2016 2015 2014
Deferred losses from derivatives in OCI, beginning of period$(81) $(134) $(79)
Loss recognized in OCI from derivative instruments(32) 
 (65)
Loss reclassified from Accumulated OCI81
 53
 10
Deferred losses from derivatives in OCI, end of period$(32) $(81) $(134)


91

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




NOTE N—P—EQUITY-BASED COMPENSATION
In July 2011, we adopted the U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan (the “2011 Plan”), which was amended and restated in May 2015. The 2011 Plan provides for grants of stock options, restricted stock, performance share units and other incentive-based awards. We believe our 2011 Plan aligns the interests of our employees and directors with those of our common stockholders. At December 31, 2016,2019, we have 4,437,7671,769,759 shares of common stock that may be issued under the 2011 Plan. We use a combination of treasury stock and new shares if necessary to satisfy option exercises or vesting of restricted awards and performance share units.
Stock Options

The following table summarizes the status of, and changes in, our stock option grantsawards during the year ended December 31, 2016:
2019:
Number of
Shares
 
Weighted
Average
Exercise Price
 Aggregate Intrinsic Value (in thousands) 
Weighted
Average
Remaining Contractual Term in Years
Number of
Shares
 Weighted
Average
Exercise Price
 Aggregate Intrinsic Value Weighted
Average
Remaining Contractual Term in Years
Outstanding at December 31, 20151,307,067
 24.61
   
Outstanding at December 31, 2018901,996
 $28.52
 $18,566
 4.8 years
Granted
 
   
 
 
 
Exercised(326,884) 14.76
   (10,000) 12.87
 
 
Forfeited(27,490) 24.81
   
 
 
 
Outstanding at December 31, 2016952,693
 27.99
 $27,332
 7.00 years
Exercisable at December 31, 2016597,799
 23.71
 $19,712
 6.33 years
Expired(65,338) $25.16
 $
 
Outstanding at December 31, 2019826,658
 $28.97
 $
 4.1 years
Exercisable at December 31, 2019826,658
 $28.97
 $11,557
 4.1 years


There were 0 grants of stock options during the years ended December 31, 2019, 2018 and 2017.
There were 10,000, 4,167 and 43,774 stock options exercised during the years ended December 31, 2019, 2018 and 2017, respectively. The total intrinsic value of stock options exercised was $7.6 million, $0.4$12 thousand, $0.1 million and $10.9$1.2 million for the years ended December 31, 2016, 20152019, 2018 and 20142017, respectively. Cash received from stock options exercised in 2016 was $4.8 million. The actual tax benefit realized for the tax deductions from option exercises totaled $2.9 million, $0.0 million, and $4.2 million forduring the years ended December 31, 2016, 20152019, 2018 and 2014,2017 was $0.1 million, $0.1 million and $0.8 million, respectively. The tax benefit realized from stock option exercises was $3 thousand, $14 thousand and $0.4 million for the year ended December 31, 2019, 2018 and 2017, respectively.
As of December 31, 2019, there was 0 unrecognized compensation expense related to these options. We recognized $3.0 million, $3.4$1.4 million and $1.9$2.5 million of equity-based compensation expense related to these options during the years ended December 31, 2016, 20152018 and 2014,2017, respectively. As of December 31, 2016, there was $3.7 million of total unrecognized compensation expense related to these options, which is expected to be recognized over a weighted-average period of approximately 1.5 years.We account for forfeitures as they occur.


Restricted Stock and Restricted Stock Unit Awards
The following table summarizes the status of, and changes in, our unvested restricted stock awards during the year ended December 31, 2016:2019:
 Number of Shares 
Grant Date Weighted
Average Fair Value
Unvested, December 31, 2018587,577
 $25.18
Granted814,387
 13.42
Vested(306,806) 26.18
Forfeited(74,910) 20.09
Unvested, December 31, 20191,020,248
 $15.86

 Number of Shares 
Grant Date Weighted
Average Fair Value
Unvested, December 31, 2015398,987
 $26.65
Granted364,710
 22.97
Vested(180,419) 26.28
Forfeited(25,562) 27.26
Unvested, December 31, 2016557,716
 $24.33
We granted 814,387, 415,110 and 156,164 restricted stock and restricted stock unit awards during the years ended December 31, 2019, 2018 and 2017, respectively. The fair value of the awards was based on the market price of our stock at date of grant.
We recognized $5.7$8.2 million, $3.9$7.6 million and $2.2$7.1 million of equity-based compensation expense related to these restricted stock awards during the years ended December 31, 2016, 20152019, 2018 and 20142017, respectively. As of December 31, 2016,2019, there was $9.5$10.5 million of total unrecognized compensation expense related to these restricted stock awards, which is expected to be recognized over a weighted-average period of 1.8 years.

92

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




Performance Share Unit Awards
The following table summarizes the status of, and changes in, our performance share unit awards during the year ended December 31, 2016:2019:
 Number of Shares Grant Date Weighted
Average Fair Value
Unvested, December 31, 2018838,188
 $39.44
Granted607,130
 15.58
Vested(523,368) 37.83
Forfeited/Cancelled(83,228) 25.60
Unvested, December 31, 2019838,722
 $18.00
 Number of Shares 
Grant Date Weighted
Average Fair Value
Unvested, December 31, 2015277,066
 $29.05
Granted850,143
 39.36
Vested
 
Forfeited(163,596) 33.30
Unvested, December 31, 2016963,613
 $32.63

We recognized $3.3 million, ($3.4 million),granted 607,130, 261,500 and $3.4 million90,501 of compensation expense related to these performance share unit awards during the years ended December 31, 2016, 20152019, 2018 and 20142017, respectively. The grant date weighted average fair value of these awards was estimated to be $15.58, $31.24 and $67.69 for the years ended December 31, 2019, 2018 and 2017, respectively, and the number of units that will vest will depend on the percentage ranking of the Company's total shareholder return ("TSR") compared to the TSR for each of the companies in the peer group over the three year period from January 1, 2019 through December 31, 2021 for the 2019 grant, January 1, 2018 through December 31, 2020 for the 2018 grant, and from January 1, 2017 through December 31, 2019 for the 2017 grant. The related compensation expense is recognized on a straight-line basis over the vesting period.
The grant date fair value for these awards was estimated using a Monte Carlo simulation model. The Monte Carlo simulation model requires the use of highly subjective assumptions. Our key assumptions in the model included the price and the expected volatility of our common stock and our self-determined peer group companies’ stock, risk-free rate of interest, dividend yields and cross-correlations between our common stock and our self-determined peer group companies' stock.
We recognized $7.7 million, $13.3 million and $15.5 million of compensation expense related to performance share unit awards during the years ended December 31, 2019, 2018 and 2017, respectively. As of December 31, 2016,2019, there was $17.6$7.4 million of estimated total unrecognized compensation expense related to these performance share unit awards, which is expected to be recognized over a weighted-average period of 1.7 years.


NOTE O—Q—COMMITMENTS AND CONTINGENCIES
Future Minimum Annual Commitments at December 31, 20162019(in thousands):
Year ending December 31,Minimum Purchase Commitments
2020$14,512
20219,253
20226,900
20236,900
20243,593
Thereafter2,490
Total future purchase commitments$43,648
Amounts in thousands

Year ending December 31,
Operating Lease Minimum Rental Payments Minimum Purchase Commitments
2017$55,525
 $20,739
201863,221
 19,332
201956,171
 17,590
202048,774
 9,175
202142,824
 3,450
Thereafter114,905
 12,800
Total future lease and purchase commitments$381,420
 $83,086
Operating Leases
We are obligated under certain operating leases for railroad cars, office space, mining property, mining/processing equipment and transportation and other equipment. Certain operating lease agreements include options to purchase the equipment for fair market value at the end of the original lease term. In general, the above leases include renewal options and provide that we pay for all utilities, insurance, taxes and maintenance. Expense related to operating leases and rental agreements for the years ended December 31, 2016, 2015 and 2014 totaled approximately $54.1 million, $48.2 million and $33.3 million, respectively.
Minimum Purchase Commitments
We enter into service agreements with our transload service providers and transportation service providers. Some of these agreements require us to purchase a minimum amount of services over a specific period of time. Any inability to meet these minimum contract requirements requires us to pay a shortfall fee, which is based on the difference between the minimum amount contracted for and the actual amount purchased.
Contingent Liability on Royalty Agreement
On May 17, 2017, we purchased reserves in Crane County, Texas, for $94.4 million cash consideration plus contingent consideration. The contingent consideration is a royalty that is based on the tonnage shipped to third-parties. Because the contingent consideration is dependent on future tonnage sold, the amounts of which are uncertain, it is not currently possible to estimate the fair value of these future payments. The contingent consideration will be capitalized at the time a payment is probable and reasonably estimable, and the related depletion expense will be adjusted prospectively.
Other Commitments and Contingencies
Our operating subsidiary, U.S. Silica Company (“U.S. Silica”), has been named as a defendant in various product liability claims alleging silica exposure causing silicosis. U.S. Silica was named as a defendant in two claims filed duringDuring the year ended December 31, 2016, no2019, 2018 and 2017, 1, 20 and 0 claims, filed in 2015 and one claim filed in 2014.respectively, were brought against U.S. Silica. As of December 31, 2016,2019, there were 7458 active silica-related products liability claims pending in which U.S. Silica is a defendant. Although the outcomes of these claims cannot be predicted with

93

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




certainty, in the opinion of management, it is not reasonably possible that the ultimate resolution of these matters will have a material adverse effect on our financial position or results of operations that exceeds the accrual amounts.
For periods prior to 1986, U.S. Silica had numerous insurance policies and an indemnity from a former owner that covered silicosis claims. In the fourth quarter of 2012, U.S. Silica settled all rights under the indemnity and its underlying insurance. The settlement was received during the first quarter of 2013. As a result of the settlement, the indemnity and related policies are no longer available to U.S. Silica and U.S. Silica will not seek reimbursement for any defense costs or claim payments. Other insurance policies, however, continue to remain available to U.S. Silica.
We have recorded estimated liabilities for these claims in other long-term obligations as well as estimated recoveries under the indemnity agreement and an estimate of future recoveries under insurance in other assets on our consolidated balance sheets. As of both December 31, 20162019 and 2015,2018, other non-current assets included $0.3 million0 for insurance for third-party products liability claims and other long-term obligations included $0.9 million and $0.9 million, respectively, for third-party products liability claims.
One of our subsidiaries has also been named as a defendant in lawsuits regarding certain labor practices. If we are unsuccessful in defending the litigation, these cases could result in a material liability for us.
Obligations Under Guarantees
We have indemnified our insurers against any loss they may incur in the event that holders of surety bonds, issued on our behalf, execute the bonds. As of December 31, 2016 and 2015, other long-term obligations included $1.32019, there were $42.6 million and $1.5in bonds outstanding. The majority of these bonds, $30.9 million respectively, in third-party products claims liability.
Additionally, during 2015, we received an unfavorable ruling in an arbitration proceeding as a result of exiting a toll manufacturing contract. The matter was settledrelate to reclamation requirements issued by various government authorities. Reclamation bonds remain outstanding until the mining area is reclaimed and the settlement amount of $6.5 million was paid on June 9, 2015, which was included in selling, generalauthority issues a formal release. The remaining bonds relate to licenses, permits, and administrative expense in our Income Statement for the year ended December 31, 2015.tax collections.



NOTE P—R— PENSION AND POST-RETIREMENT BENEFITS
We maintain a single-employer noncontributory defined benefit pension planplans covering certain employees. There have been no new entrants to the U. S. Silica Company plan since May 2009 and to the EP Management Corporation plan since January 2007 for salaried participants and January 2010 for hourly participants when the plan wasplans were frozen to all new employees. The plan providesplans provide benefits based on each covered employee’s years of qualifying service. Our funding policy is to contribute amounts within the range of the minimum required and maximum deductible contributions for the planplans consistent with a goal of appropriate minimization of the unfunded projected benefit obligation.obligations. The pension plan usesplans use a benefit level per year of service for covered hourly employees and a final average pay method for covered salaried employees. The plan usesplans use the projected unit credit cost method to determine the actuarial valuation.
We employ a total rate of return investment approach whereby a mix of equities and fixed income investments are used to maximize the long-term return of plan assets for a prudent level of risk. Risk tolerance is established through careful consideration of plan liabilities, plan funded status, and corporate financial condition. The investment portfolio contains a diversified blend of equity and fixed-income investments. Furthermore, equity investments are diversified across U.S. and non-U.S. stocks, as well as growth, value and small and large capitalizations. Investment risk is measured and monitored on an ongoing basis through quarterly investment portfolio reviews, annual liability measurements, and periodic asset/liability studies.
We employ a building block approach in determining the long-term rate of return for plan assets. Historical markets are studied and long-term historical relationships between equities and fixed-income are preserved consistent with the widely accepted capital market principle that assets with higher volatility generate a greater return over the long run. Current market factors such as inflation and interest rates are evaluated before long-term capital market assumptions are determined. The long-term portfolio return is established via a building block approach with proper consideration of diversification and rebalancing. Peer data and historical returns are reviewed to check for reasonability and appropriateness.
In addition, we provide defined benefit post-retirement healthcarehealth care and life insurance benefits to some employees. Covered employees become eligible for these benefits at retirement after meeting minimum age and service requirements. The projected future cost of providing post-retirement benefits, such as healthcare and life insurance, is recognized as an expense as employees render services.
We maintainpreviously maintained a Voluntary Employees’ Beneficiary Association trust that will bewas used to partially fund health care benefits for future retirees. Benefits arewere funded to the extent contributions arewere tax deductible, which under current legislation is limited. In 2017, the trust terminated upon depletion of its assets, which were used in accordance with trust terms. In general, retiree health benefits are paid as covered expenses are incurred.

94

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




Net pension benefit cost (in thousands) consisted of the following for the years ended December 31, 2016, 20152019, 2018 and 2014:2017:
  Year Ended 
 December 31,
  2019 2018 2017
Service cost $1,304
 $1,307
 $1,037
Interest cost 5,375
 4,632
 3,971
Expected return on plan assets (6,171) (5,969) (5,265)
Net amortization and deferral 1,648
 2,526
 1,773
Net pension benefit costs $2,156
 $2,496
 $1,516
 Years Ended December 31,
 2016 2015 2014
Service cost—benefits earned during the period$1,078
 $1,295
 $1,080
Interest cost4,067
 4,813
 4,811
Expected return on plan assets(5,495) (5,498) (5,146)
Net amortization and deferral1,592
 2,665
 1,037
Net pension benefit costs$1,242
 $3,275
 $1,782

Net post-retirement benefit cost (in thousands) consisted of the following for the years ended December 31, 2016, 20152019, 2018 and 2014:2017:
  Year Ended December 31,
  2019 2018 2017
Service cost $88
 $102
 $107
Interest cost 789
 740
 753
Expected return on plan assets 
 
 (1)
Unrecognized net (gain)/loss (29) 
 
Net post-retirement benefit costs $848
 $842
 $859

 Years Ended December 31,
 2016 2015 2014
Service cost—benefits earned during the period$132
 $176
 $151
Interest cost876
 1,074
 1,030
Expected return on plan assets(1) (1) (4)
Net amortization and deferral
 281
 
Special termination benefit21
 48
 
Net post-retirement costs$1,028
 $1,578
 $1,177



The changes in benefit obligations and plan assets (in thousands), as well as the funded status (in thousands) of our pension and post-retirement plans at December 31, 20162019 and 20152018 are as follows:
 Pension Benefits Post-retirement Benefits
 2019 2018 2019 2018
Benefit obligation at January 1,$138,900
 $122,052
 $21,570
 $22,771
Service cost1,304
 1,307
 88
 102
Interest cost5,375
 4,632
 789
 740
Actuarial (gain) loss17,225
 (10,263) 206
 (965)
Benefits paid(14,922) (8,202) (815) (1,499)
Other(1)
609
 29,374
 216
 421
Benefit obligation at December 31,$148,491
 $138,900
 $22,054
 $21,570
Fair value of plan assets at January 1,$102,396
 $92,067
 $
 $
Actual return on plan assets17,919
 (6,204) 
 
Employer contributions4,755
 3,350
 599
 1,078
Benefits paid(14,922) (8,202) (815) (1,499)
Other(1)
283
 21,385
 216
 421
Fair value of plan assets at December 31,$110,431
 $102,396
 $
 $
Plan assets less than benefit obligations at December 31 recognized as liability for pension and other post-retirement benefits$(38,060) $(36,504) $(22,054) $(21,570)
 Pension Benefits Post-retirement Benefits
 2016 2015 2016 2015
Benefit obligation at January 1,$115,420
 $122,336
 $25,091
 $28,289
Service cost1,078
 1,295
 132
 176
Interest cost4,067
 4,813
 876
 1,074
Actuarial (gain) loss1,640
 (7,492) (802) (3,631)
Benefits paid(6,517) (6,106) (1,332) (1,288)
Amendments457
 574
 
 
Special termination benefits
 
 21
 48
Other
 
 407
 423
Benefit obligation at December 31,$116,145
 $115,420
 $24,393
 $25,091
Fair value of plan assets at January 1,$84,716
 $90,897
 $17
 $19
Actual return on plan assets5,651
 (2,100) (3) (2)
Employer contributions
 2,025
 925
 864
Benefits paid(6,517) (6,106) (1,332) (1,288)
Other
 
 407
 424
Fair value of plan assets at December 31,$83,850
 $84,716
 $14
 $17
Plan assets less than benefit obligations at December 31 recognized as liability for pension and other post-retirement benefits$(32,295) $(30,704) $(24,379) $(25,074)
(1)Includes opening pension benefit obligation and plan assets balances related to the May 1, 2018, EPMH acquisition and other adjustments.

The accumulated benefit obligation for the defined benefit pension plans, which excludes the assumption of future salary increases, totaled $116.0$148.5 million and $115.3$138.9 million at December 31, 20162019 and 2015,2018, respectively.
The amendments in 2015 and 2014 reflect plan changes including increases in the benefit multiplier for certain participants and allowing eligible salaried and non-union hourly participants to have the option to receive a lump sum form of payment under certain conditions and specific benefit increases at several plant facilities, respectively.

95

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




We also sponsor unfunded, nonqualified pension plans. The projected benefit obligation, accumulated benefit obligation and fair value of plan assets for these plans were $1.6 million, $1.6 million and $0.0 million0, respectively, at December 31, 20162019 and $1.6$1.5 million, $1.6$1.5 million and $0.0 million0. respectively, at December 31, 2015. 2018.
Future estimated annual benefit payments (in thousands) for pension and post-retirement benefit obligations at December 31, 20162019 are as follows:
 Benefits
   Post-retirement
 Pension Before
Medicare
Subsidy
 After
Medicare
Subsidy
2020$10,025
 $1,601
 $1,431
20219,221
 1,669
 1,502
20229,195
 1,686
 1,520
20239,208
 1,659
 1,492
20249,551
 1,677
 1,513
2025-202945,386
 7,526
 6,677
 Benefits
   Post-retirement
 Pension 
Before
Medicare
Subsidy
 
After
Medicare
Subsidy
2017$6,824
 $1,570
 $1,429
20187,050
 1,544
 1,402
20197,201
 1,521
 1,379
20207,343
 1,598
 1,452
20217,419
 1,676
 1,528
2022-202638,158
 8,627
 7,839

Our best estimate of expected contributions to the pension and post-retirement medical benefit plans for the 20172020 fiscal year are $2.1$5.1 million and $1.4 million, respectively.


The amounts in accumulated other comprehensive income (loss) expected to be recognized as components of net periodic benefit cost (in thousands) during the following fiscal year ended December 31, 2016 are as follows:
 Benefits
 Pension Post-retirement Total
Net actuarial loss$2,532
 $
 $2,532
Prior service cost534
 
 534
 $3,066
 $
 $3,066
 Benefits
 Pension Post-retirement Total
Net actuarial loss$1,372
 $
 $1,372
Prior service cost411
 
 411
 $1,783
 $
 $1,783

The total amounts in accumulated other comprehensive income (loss) related to net actuarial loss, net of tax, for boththe pension and post-retirement plans was $13.8$22.1 million and $14.1$17.6 million as of December 31, 20162019 and 2015,2018, respectively. The total amounts in accumulated other comprehensive income (loss) related to prior service cost, net of tax, for boththe pension and post-retirement plans, was $1.8$2.2 million and $2.8 million as of December 31, 20162019 and 2015.2018, respectively.
The following weighted-average assumptions were used to determine our obligations under the plans:
 Pension Benefits Post-retirement Benefits
 2019 2018 2019 2018
Discount rate3.2% 4.4% 3.2% 4.3%
Long-term rate of compensation increase3.0%-3.5%
 3.0%-3.5%
 N/A
 N/A
Long-term rate of return on plan assets6.3% 6.25%-7.15%
 N/A
 N/A
Health care cost trend rate:       
Pre-65 initial rate/ultimate rateN/A
 N/A
 7.0%/4.5%
 7.3%/4.5%
Pre-65 ultimate yearN/A
 N/A
 
 
Post-65 initial rate/ultimate rateN/A
 N/A
 7.5%/4.5%
 8.0%/4.5%
Post-65 ultimate yearN/A
 N/A
 2026/2027
 2026/2027

 Pension Benefits Post-retirement Benefits
 2016 2015 2016 2015
Discount rate4.2% 4.5% 4.2% 4.5%
Long-term rate of compensation increase3.5% 3.5% N/A
 N/A
Long-term rate of return on plan assets7.0% 7.0% 7.0% 7.0%
Health care cost trend rate:       
Pre-65 initial rate/ultimate rateN/A
 N/A
 7.3%/5.0%
 7.8%/5.0%
Pre-65 ultimate yearN/A
 N/A
 
 
Post-65 initial rate/ultimate rateN/A
 N/A
 8.5%/5.0%
 9.0%/5.0%
Post-65 ultimate yearN/A
 N/A
 2024/2025
 2024/2025
The weighted average discount rate used to determine the projected pension and post-retirement obligations was updated to 3.2% at December 31, 2019 from 4.4% at December 31, 2018. The discount rate reflects the expected long-term rates of return with maturities comparable to payments for the plan obligations utilizing Aon Hewitt's AA Only Above Medium Curve.
In 2016, we changed the method utilized to estimate the service cost and interest cost components of net periodic benefit costs for our defined benefit pension and other post-retirement benefit plans. Historically, we estimated the service cost and interest cost components using a single weighted average discount rate derived from the yield curve used to measure the benefit obligation at the beginning of the period. We have elected to use a spot rate approach in the estimation of these components of benefit cost by applying the specific rates along the yield curve to the relevant projected cash flows, as we believe this provides a better estimate

96

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




of service and interest costs. We consider this a change in estimate and, accordingly, have accounted for it prospectively starting in 2016. This change does not affect the measurement of our total benefit obligation.
Mortality tables used for pension benefits and post-retirement benefits plans are the following:
 Pension and Post-retirement Benefits
 2019 2018
Healthy LivesPri-2012 base mortality tables with generational mortality improvements using Scale MP-2019
 RP-2014 mortality table, adjusted back to 2006 base rates, with generational mortality improvements using Scale MP-2018
Disabled LivesPri-2012 base mortality tables with generational mortality improvements using Scale MP-2019

 RP-2014 disabled retiree mortality table, adjusted back to 2006 base rates, with generational mortality improvements using Scale MP-2018

 Pension Benefits and Post-retirement Benefits
 2016 2015
Healthy lives

RP-2014 mortality table, adjusted back to 2006 base rates, with generational mortality improvements using Scale MP-2016 RP-2014 mortality table, adjusted back to 2006 base rates, with generational mortality improvements using Scale MP-2015
Disabled livesRP-2014 disabled retiree mortality table, adjusted back to 2006 base rates, with generational mortality improvements using Scale MP-2016 RP-2014 disabled retiree mortality table, adjusted back to 2006 base rates, with generational mortality improvements using Scale MP-2015


Assumed health care cost trend rates have a significant effect on the amounts reported for the health care plans. A one-percentage-point change in assumed health care cost trend rates would have the following effects (in thousands):
 One-Percentage-Point
 Increase Decrease
Effect on total of service and interest cost$100
 $(85)
Effect on post-retirement benefit obligation2,341
 (2,010)
 One-Percentage-Point
 Increase Decrease
Effect on total of service and interest cost$144
 $(120)
Effect on post-retirement benefit obligation2,827
 (2,406)

The major investment categories and their relative percentage of the fair value of total plan assets as invested at December 31, 2016,2019, and 20152018 are as follows:
 Pension Benefits 
Post-retirement Benefits(1)
 2019 2018 2019 2018
Equity securities52.1% 42.1% % %
Debt securities46.6% 55.5% % %
Cash1.3% 2.4% % %
 Pension Benefits Post-retirement Benefits
 2016 2015 2016 2015
Equity securities59.4% 58.1% 64.0 % 52.5%
Debt securities38.3% 40.0% 39.1 % 35.3%
Cash2.3% 1.9% (3.1)% 12.2%
(1)Retiree health benefits are paid by the Company as covered expenses are incurred.



97

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS





The fair values of the pension plan assets (in thousands) at December 31, 2016,2019, by asset category, are as follows:
Level 1 Level 2 Level 3 TotalLevel 1 Level 2 Level 3 Total
Cash and cash equivalents$
 $1,893
 $
 $1,893
$
 $1,385
 $
 $1,385
Mutual funds:              
Diversified emerging markets7,700
 
 
 7,700
4,942
 
 
 4,942
Foreign large blend12,621
 
 
 12,621
19,183
 
 
 19,183
Large-cap blend16,687
 
 
 16,687
20,738
 
 
 20,738
Mid-cap blend8,674
 
 
 8,674
8,416
 
 
 8,416
Real estate4,070
 
 
 4,070
4,309
 
 
 4,309
Fixed income securities:              
Corporate notes and bonds21,357
 
 
 21,357
37,664
 
 
 37,664
Government agencies301
 
 
 301
U.S. Treasuries7,495
 
 
 7,495
10,894
 
 
 10,894
Mortgage-backed securities
 2,022
 
 2,022

 2,496
 
 2,496
Asset-backed securities
 983
 
 983

 404
 
 404
Insurance policies
 
 47
 47
Net asset$78,905
 $4,898
 $47
 $83,850
$106,146
 $4,285
 $
 $110,431
The fair values of the pension plan assets (in thousands) at December 31, 2015,2018, by asset category, are as follows:
 Level 1 Level 2 Level 3 Total
Cash and cash equivalents$
 $2,449
 $
 $2,449
Mutual funds:       
Diversified emerging markets6,638
 
 
 6,638
Foreign large blend11,689
 
 
 11,689
Large-cap blend14,226
 
 
 14,226
Mid-cap blend6,819
 
 
 6,819
Small-cap blend522
 
 
 522
Real estate3,192
 
 
 3,192
Fixed income securities:       
Corporate notes and bonds43,745
 
 
 43,745
U.S. Treasuries8,486
 
 
 8,486
Mortgage-backed securities
 3,578
 
 3,578
Asset-backed securities
 1,052
 
 1,052
Net asset$95,317
 $7,079
 $
 $102,396

Level 1 Level 2 Level 3 Total
Cash and cash equivalents$
 $1,635
 $
 $1,635
Mutual funds:
 
 
 
Diversified emerging markets6,890
 
 
 6,890
Foreign large blend13,111
 
 
 13,111
Large-cap blend16,855
 
 
 16,855
Mid-cap blend7,769
 
 
 7,769
Real estate4,369
 
 
 4,369
Fixed income securities:

 

 

 

Corporate notes and bonds22,559
 
 
 22,559
Government agencies607
 
 
 607
U.S. Treasuries5,384
 
 
 5,384
Mortgage-backed securities
 3,111
 
 3,111
Asset-backed securities
 2,375
 
 2,375
Insurance policies
 
 51
 51
Net asset$77,544
 $7,121
 $51
 $84,716

We contribute to three3 multiemployer defined benefit pension plans under the terms of collective-bargaining agreements for union-represented employees. A multiemployer plan is subject to collective bargaining for employees of two or more unrelated companies. These plans allow multiple employers to pool their pension resources and realize efficiencies associated with the daily administration of the plan. Multiemployer plans are generally governed by a board of trustees composed of management and labor representatives and are funded through employer contributions. However, in most cases, management is not directly represented.
The risks of participating in multiemployer plans differ from single employer plans as follows: 1) assets contributed to a multiemployer plan by one employer may be used to provide benefits to employees of other participating employers, 2) if a participating employer stops contributing to the plan, the unfunded obligations of the plan may be borne by the remaining participating employers, and 3) if we cease to have an obligation to contribute to one or more of the multiemployer plans to which we contribute, we may be required to pay those plans an amount based on the underfunded status of the plan, referred to as a withdrawal liability.

98

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




A summary of each multiemployer pension plan for which we participate is presented below:
Pension
Fund
EIN/ Pension
Plan No.
 
Pension Protection Act
Zone Status(1)
 
FIP/RP  Status
Pending/
Implemented
 
Company
Contributions
(in thousands)
 
Surcharge
Imposed
 
Expiration
Date of
CBA
EIN/ Pension
Plan No.
 
Pension Protection Act
Zone Status(1)
 
FIP/RP  Status
Pending/
Implemented
 
Company
Contributions
(in thousands)
 
Surcharge
Imposed
 
Expiration
Date of
CBA
2016 2015 2016 2015 2014 2019 2018 2019 2018 2017 
LIUNA52-6074345/001 Red Red Yes $167
 $182
 $149
 Yes 5/31/201752-6074345/001 Red Red Yes $385
 $573
 $223
 Yes 5/31/2020
IUOE36-6052390/001 Green Green No 28
 29
 28
 No 7/29/201836-6052390/001 Green Green No 310
 1,385
 40
 No 7/31/2022
CSSS(2)
36-6044243/001 Red Red Yes 51
 51
 51
 NA NA36-6044243/001 Red Red Yes 51
 51
 51
 NA NA
 
(1)The Pension Protection Act of 2006 defines the zone status as follows: green—healthy, yellow—endangered, orange—seriously endangered and red—critical.
(2)In 2011, we withdrew from the Central States, Southeast and Southwest Areas Pension Plan. The withdrawal liability of $1.0 million will be paid in monthly installments of $4,000 until 2031.
Our contributions to individual multiemployer pension funds did not exceed 5% of the fund’s total contributions in any offor the three years ended December 31, 2016.2019, 2018 and 2017. Additionally, our contributions to multiemployer post-retirement benefit plans were immaterial for all periods presented in the accompanying consolidated financial statements.
We also sponsor a defined contribution plan covering certain employees. We contribute to the plan in two ways. For certain employees not covered by the defined benefit plan, we make a contribution equal to 4% of their salary. We may also contribute an employee discretionary match of 25up to 50 cents for each dollar contributed by an employee, up to 8% of their earnings. For certain employees, we make a profit sharing match up to 25 cents, based on financial performance, for each dollar contributed up to 8%4% of their earnings. Finally, for some employees, we make a catch-up match of 25 cents1 dollar for each dollar contributed by an employee, up to 6% of catch-up contributions. Contributions were $2.4$6.1 million, $2.8$2.6 million and $2.1$3.0 million for the years ended December 31, 2016, 20152019, 2018 and 2014,2017, respectively.
NOTE Q—S— LEASES
We lease railroad cars, office space, mining property, mining/processing equipment, and transportation and other equipment. The majority of our leases have remaining lease terms of one year to 20 years. Our lease terms may include options to extend or terminate the lease when it is reasonably certain that we will exercise that option. We have lease agreements with lease and non-lease components, the latter of which are generally accounted for separately.
Supplemental balance sheet information related to leases (in thousands except for term and rate information) was as follows:
LeasesClassificationDecember 31, 2019
Assets  
OperatingOperating lease right-of-use assets$53,098
     Total leased assets $53,098
Liabilities  
Current  
OperatingCurrent portion of operating lease liabilities$53,587
Non-Current  
OperatingOperating lease liabilities117,964
     Total lease liabilities $171,551

We recorded impairment charges of approximately $115.4 million related to the write down of value in the sand railcar fleet to their estimated fair value. These charges relate mainly to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations. See Note Z - Impairments for additional information.

Operating lease liabilities are based on the net present value of the remaining lease payments over the remaining lease term. As most of our leases do not provide an implicit rate, in determining the lease liability and the present value of lease payments, we used our incremental borrowing rate based on the information available at the lease commencement date. The weighted average remaining lease term and discount rate as of December 31, 2019 related to leases are as follows:
Lease Term and Discount Rate
Weighted average remaining lease term (years):
     Operating leases4.5 years
Weighted average discount rate:
     Operating leases5.7%

The components of lease expense included in our Consolidated Statements of Operations were as follows:
Lease CostsClassificationYear Ended December 31, 2019
Operating lease costs (1)Cost of Sales$88,966
Operating lease costs (2)Selling, general, and administrative3,993
Right-of-use asset impairmentGoodwill and other asset impairments115,443
Total $208,402
(1) Includes short-term operating lease costs of $18.2 million for the year ended December 31, 2019.
(2) Includes short-term operating lease costs of $0.7 million for the year ended December 31, 2019.
Supplemental cash flow information related to leases was as follows:
 Year Ended December 31, 2019
Cash paid for amounts included in the measurement of lease liabilities: 
     Operating cash flows for operating leases$74,740
  
Right-of-use assets obtained in exchange for new lease liabilities: 
     Operating leases$232,123

Maturities of lease liabilities as of December 31, 2019:
Maturities of lease liabilitiesOperating leases
2020$63,337
202144,276
202233,526
202322,380
202416,236
Thereafter22,284
     Total lease payments$202,039
Less: Interest30,488
     Total$171,551


NOTE T— INCOME TAXES
We evaluate our deferred tax assets periodically to determine if valuation allowances are required. Ultimately, the realization of deferred tax assets is dependent upon generation of future taxable income during those periods in which temporary differences become deductible and/or credits can be utilized. To this end, management considers the level of historical taxable income, the scheduled reversal of deferred tax liabilities, tax-planning strategies and projected future taxable income. Based on these considerations, and the carry-forward availability of a portion of the deferred tax assets, management believes it is more likely than not that we will realize the benefit of the deferred tax assets.
The expense or

Income tax benefit for income taxes (in thousands) consisted of the following for the years ended December 31, 2016, 20152019, 2018 and 2014:2017:
 Year ended December 31,
 2019 2018 2017
Current:     
Federal$
 $1,076
 $(10,754)
State(1,188) (2,496) (1,167)
Foreign(1,343) (518) 
 (2,531) (1,938) (11,921)
Deferred:     
Federal90,457
 25,578
 22,641
State11,225
 5,492
 (2,040)
Foreign
 
 
 101,682
 31,070
 20,601
Income tax benefit$99,151
 $29,132
 $8,680

Income tax benefit (in thousands) differed from the amount that would be provided by applying the U.S. federal statutory rate for the years ended December 31, 2019, 2018 and 2017 due to the following:
 Year ended December 31,
 2019 2018 2017
Income tax (expense) benefit computed at U.S. federal statutory rate$90,070
 $48,290
 $(47,784)
Decrease (increase) resulting from:     
Statutory depletion4,679
 12,090
 20,259
Goodwill impairment
 (29,157) 
Prior year tax return reconciliation3,121
 530
 219
State income taxes, net of federal benefit9,486
 2,592
 (2,267)
Adjustment to deferred taxes from the Tax Act rate reduction
 
 35,772
Equity compensation(6,440) (653) 2,602
Other, net(1,765) (4,560) (121)
Income tax benefit$99,151
 $29,132
 $8,680

 Years Ended December 31,
 2016 2015 2014
Current:     
Federal$60
 $(170) $(34,790)
State(274) 1,448
 (4,835)
 $(214) $1,278
 $(39,625)
Deferred:     
Federal32,944
 7,439
 (308)
State3,959
 3,034
 2,750
 $36,903
 $10,473
 $2,442
Income tax benefit (expense)$36,689
 $11,751
 $(37,183)
The largest permanent item in computing both our effective tax rate and taxable income is the deduction allowed for statutory percentage depletion. The deduction for statutory percentage depletion does not necessarily change proportionately to changes in income before income taxes. For the year ended December 31, 2018, the tax effect of the goodwill impairment described in Note I - Goodwill and Intangible Assets is a significant permanent item in the effective tax rate calculation.
Deferred tax assets and liabilities are recognized for the estimated future tax effects, based on enacted tax laws, of temporary differences between the values of assets and liabilities recorded for financial reporting and for tax purposes and of net operating loss and other carry forwards.

99

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




The tax effects of the types of temporary differences and carry forwards that gave rise to deferred tax assets and liabilities (in thousands) at December 31, 20162019 and 20152018 consisted of the following:
 December 31,
 2019 2018
Gross deferred tax assets:   
Net operating loss carry forward and state tax credits$32,173
 $11,089
Pension and post-retirement benefit costs13,976
 13,303
Alternative minimum tax credit carry forward7,895
 15,971
Property, plant and equipment7,179
 5,474
Accrued expenses15,336
 27,025
Inventories6,507
 774
Third-party products liability236
 231
Stock-based compensation expense2,390
 8,199
Note payable109
 3,724
Interest expense limitation22,324
 
Lease obligation liability29,604
 
Other5,191
 8,116
Total deferred tax assets142,920
 93,906
Gross deferred tax liabilities:   
Land and mineral property basis difference(124,182) (165,002)
Fixed assets and depreciation(44,314) (55,596)
Intangibles(12,541) (10,346)
Other(468) (201)
Total deferred tax liabilities(181,505) (231,145)
Net deferred tax liabilities$(38,585) $(137,239)
 At December 31,
 2016 2015
Gross deferred tax assets:   
Net operating loss carry forward and state tax credits$65,022
 $39,280
Pension and post-retirement benefit costs22,920
 22,577
Alternative minimum tax credit carry forward19,431
 19,049
Property, plant and equipment6,112
 6,657
Accrued expenses6,752
 3,765
Inventories4,362
 6,425
Third-party products liability511
 568
Stock-based compensation expense5,576
 3,365
Note payable4,009
 
Other5,458
 5,373
Total deferred tax assets$140,153
 $107,059
Gross deferred tax liabilities:   
Land and mineral property basis difference$(126,315) $(63,488)
Fixed assets and depreciation(61,531) (54,913)
Intangibles(2,260) (8,049)
Other(122) (122)
Total deferred tax liabilities$(190,228) $(126,572)
Net deferred tax liabilities$(50,075) $(19,513)

We have federal net operating loss carry forwards of approximately $170.4$122.3 million at December 31, 2016.2019. The losses will expire in years 20272028 through 2036. Approximately $69.0 million of the2037. The losses are subject to an annual limitation under Internal Revenue Code Section 382, but are expected to be fully realized. Under the Tax Act, net operating loss (NOL) deductions arising in tax years beginning after December 31, 2017 can only offset up to 80 percent of future taxable income. The Act also prohibits NOL carrybacks, but allows indefinite carryforwards for NOLs arising in tax years beginning after December 31, 2017. Net operating losses arising before January 1, 2018 are accounted for under the previous tax rules that imposed no limit on the amount of the taxable income that can be set off using NOLs (except for a 90 percent limit for AMT carryforwards) and that can be carried back 2 years and carried forward 20 years.
At December 31, 20162019 and 2015,2018, we have an alternative minimum tax credit carry forward of approximately $19.4$16.2 million and $19.0$16.0 million, respectively. The credit carry forward may be carried forward indefinitely to offset any excess of regular tax liability overTax Act repeals the corporate alternative minimum tax liability subject(AMT), effective for tax years beginning after December 31, 2017, but allows an entity to certain limitations.claim portions of any unused AMT credits over the next four years to offset its regular tax liability. An entity with unused AMT credits as of December 31, 2017 can first use these credits to offset its regular tax for 2017 and can then claim up to 50 percent of the remaining AMT credits in 2018, 2019, and 2020, with all remaining AMT credits refundable in 2021. Based on the Tax Act repeal of AMT, $8.1 million was reclassified from deferred tax assets to other receivables. See Note F - Accounts Receivable.
At the end of each reporting period as presented, there were no material amounts of interest and penalties recognized in the statement of operations or balance sheets. We have no material unrecognized tax benefits or any known material tax contingencies at December 31, 20162019 or December 31, 20152018 and do not expect this to change significantly within the next twelve months. Tax returns filed with the IRS for the years 20132016 through 20152018 along with tax returns filed with numerous state entities remain subject to examination.
NOTE U— REVENUE
We consider sales disaggregated at the product and service level by business segment to depict how the nature, amount, timing and uncertainty of revenues and cash flow are impacted by changes in economic factors. The income tax expense or benefitfollowing table reflects our sales disaggregated by major source for the year ended December 31, 2019 (in thousands) differed:


  Year Ended December 31, 2019Year Ended December 31, 2018
Category Oil & Gas Proppants Industrial & Specialty Products Total SalesOil & Gas Proppants Industrial & Specialty Products Total Sales
Product $704,516
 $463,956
 $1,168,472
$888,509
 $394,290
 $1,282,799
Service 306,005
 
 306,005
294,482
 17
 294,499
Total Sales $1,010,521
 $463,956
 $1,474,477
$1,182,991
 $394,307
 $1,577,298

The following tables reflect the changes in our contract assets, which we classify as unbilled receivables and our contract liabilities, which we classify as deferred revenues, for the year ended December 31, 2019 (in thousands):
  Unbilled Receivables
  December 31, 2019December 31, 2018
Beginning Balance $90
$5,245
Reclassifications to billed receivables (3,983)(11,157)
Revenues recognized in excess of period billings 4,037
6,002
Ending Balance $144
$90
  Deferred Revenue
  December 31, 2019December 31, 2018
Beginning Balance $113,319
$118,414
Revenues recognized from balances held at the beginning of the period (65,225)(33,381)
Revenues deferred from period collections on unfulfilled performance obligations 12,225
31,625
Revenues recognized from period collections (9,685)(3,339)
Ending Balance $50,634
$113,319

We have elected to use the practical expedients allowed under ASC 606-10-50-14, pursuant to which we have excluded disclosures of transaction prices allocated to remaining performance obligations and when we expect to recognize such revenue. The majority of our remaining performance obligations are primarily comprised of unfulfilled product, transportation service, and labor service orders, all of which hold a remaining duration of less than one year. The long term portion of deferred revenue primarily represents a combination of refundable and nonrefundable customer prepayments for which related current performance obligations do not yet exist, but are expected to arise, before the expiration of the contract. Our residual unfulfilled performance obligations are comprised primarily of long-term equipment rental arrangements in which we recognize revenues equal to what we have a right to invoice. Generally, no variable consideration exists related to our remaining performance obligations and no consideration is excluded from the associated transaction prices. However, the decrease in the current year deferred revenue balance is partially attributable to revenue recognized as variable consideration from shortfall penalties assessed to multiple customers according to contract terms as of December 31, 2019. During 2019, the Company recognized revenue as variable consideration from shortfall penalties according to contract terms in the amount that would be provided by applying the U.S. federal statutory rateof $70.6 million. In some cases, amounts recorded are estimates which are in negotiation and may increase or decrease.
Foreign Operations
Foreign operations constituted approximately $92.8 million and $66.9 million of our consolidated sales; $27.7 million and $7.3 million of consolidated assets; $7.0 million and $5.9 million of pre-tax income and $5.5 million and $4.7 million of net income as of and for the years ended December 31, 2016, 20152019 and 2014 due to2018, respectively. We had no significant foreign operations during the following:

100

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




 Years Ended December 31,
 2016 2015 2014
Income tax benefit (expense) computed at U.S. federal statutory rate$27,211
 $(41) $(55,553)
Decrease (increase) resulting from:     
Statutory depletion4,734
 8,918
 15,548
Prior year tax return reconciliation435
 393
 1,018
State income taxes, net of federal benefit2,369
 1,370
 (3,416)
Domestic production deduction
 
 3,911
Equity compensation2,003
 
 
Other, net(63) 1,111
 1,309
Income tax benefit (expense)$36,689
 $11,751
 $(37,183)
The largest permanent item in computing both our effective tax rate and taxable income is the deduction allowed for statutory depletion. The deduction for statutory depletion does not necessarily change proportionately to changes in income before income taxes.year ended December 31, 2017.

NOTE R—OBLIGATIONS UNDER GUARANTEESV— RELATED PARTY TRANSACTIONS
We have indemnified Travelers CasualtyA former employee, who was an officer of one of our operating subsidiaries prior to the third quarter of 2018, held an ownership interest in a transportation brokerage and Surety Companylogistics services vendor, from which we made purchases of America (“Travelers”) against any loss Travelers may incur inapproximately $2.9 million and $4.7 million for the event that holders of surety bonds, issued on behalf of us by Travelers, execute the bonds. As ofyears ended December 31, 2016, Travelers had $10.5 million in bonds outstanding for us. The majority of these bonds ($10.1 million) relate to reclamation requirements issued by various governmental authorities. Reclamation bonds remain outstanding until2018 and, 2017, respectively. There were 0 related party transactions during the mining area is reclaimed and the authority issues a formal release. The remaining bonds relate to such indefinite purposes as licenses, permits, and tax collection.year ended December 31, 2019.



NOTE S—W— SEGMENT REPORTING
Our business is organized into two2 reportable segments, Oil & Gas Proppants and Industrial & Specialty Products, based on end markets. The reportable segments are consistent with how management views the markets that we serve and the financial information reviewed by the chief operating decision maker. We manage our Oil & Gas Proppants and Industrial & Specialty Products businesses as components of an enterprise for which separate information is available and is evaluated regularly by the chief operating decision maker in deciding how to allocate resources and assess performance.
An operating segment’s performance is primarily evaluated based on segment contribution margin, which excludes certain corporate costs not associated with the operations of the segment. These corporate costs are separately stated below and include costs that are related to functional areas such as operations management, corporate purchasing, accounting, treasury, information technology, legal and human resources. We believe that segment contribution margin, as defined above, is an appropriate measure for evaluating the operating performance of our segments. However, this measure should be considered in addition to, not a substitute for, or superior to, income from operations or other measures of financial performance prepared in accordance with generally accepted accounting principles. The other accounting policies of each of the two reporting segments are the same as those in Note B - Summary of Significant Accounting Policies.
In the Oil & Gas Proppants segment, we serve the oil and gas recovery market primarily by providing and delivering fracturing sand, or “frac sand,” which is pumped down oil and natural gas wells to prop open rock fissures and increase the flow rate of oil and natural gas and oil from the wells.
The Industrial & Specialty Products segment consists of over 215 products400 product types and materials used in a variety of industriesmarkets including container glass, fiberglass, specialty glass, flat glass, building and construction products, fillers and extenders, filtration, glassmaking, absorbents, foundry, products, chemicals, recreation products and filtration products.sports and recreation.

101

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




our segments. However, segment contribution margin is a non-GAAP measure and should be considered in addition to, not a substitute for, or superior to, net income (loss) or other measures of financial performance prepared in accordance with GAAP. The other accounting policies of each of the 2 reportable segments are the same as those in Note B - Summary of Significant Accounting Policies to these Consolidated Financial Statements.
The following table presents sales and segment contribution margin (in thousands) for the reportingreportable segments and other operating results not allocated to the reported segments for the years ended December 31, 2016, 20152019, 2018 and 2014:2017:
  Year Ended 
 December 31,
  2019 2018 2017
Sales:      
Oil & Gas Proppants $1,010,521
 $1,182,991
 $1,020,365
Industrial & Specialty Products 463,956
 394,307
 220,486
Total sales 1,474,477
 1,577,298
 1,240,851
Segment contribution margin:      
Oil & Gas Proppants 248,594
 357,846
 301,972
Industrial & Specialty Products 178,215
 155,084
 88,781
Total segment contribution margin 426,809
 512,930
 390,753
Operating activities excluded from segment cost of sales(1)
 (85,625) (98,761) (16,722)
Selling, general and administrative (150,848) (146,971) (107,056)
Depreciation, depletion and amortization (179,444) (148,832) (97,233)
Goodwill and other asset impairments (363,847) (281,899) 
Interest expense (95,472) (70,564) (31,342)
Other income (expense), net, including interest income 19,519
 4,144
 (1,874)
Income tax benefit 99,151
 29,132
 8,680
Net (loss) income $(329,757) $(200,821) $145,206
Less: Net loss attributable to non-controlling interest (675) (13) 
Net (loss) income attributable to U.S. Silica Holdings, Inc. $(329,082) $(200,808) $145,206

 Years Ended December 31,
 2016 2015 2014
Sales:     
Oil & Gas Proppants$362,550
 $430,435
 $662,770
Industrial & Specialty Products197,075
 212,554
 213,971
Total sales$559,625
 $642,989
 $876,741
Segment contribution margin:     
Oil & Gas Proppants$11,445
 $88,928
 $256,137
Industrial & Specialty Products78,988
 70,137
 61,102
Total segment contribution margin$90,433
 $159,065
 $317,239
Operating activities excluded from segment cost of goods sold(8,103) (11,142) (7,082)
Selling, general and administrative(67,727) (62,777) (88,971)
Depreciation, depletion and amortization(68,134) (58,474) (45,019)
Interest expense(27,972) (27,283) (18,202)
Other income, net, including interest income3,758
 728
 758
Income tax benefit (expense)$36,689
 11,751
 (37,183)
Net income (loss)$(41,056) $11,868
 $121,540
(1)2019 and 2018 mainly driven by plant capacity expansion expenses, amortization of purchase accounting inventory fair value step-up, and facility closure costs.



Asset information, including capital expenditures and depreciation, depletion, and amortization, by segment is not included in reports used by management in its monitoring of performance and, therefore, is not reported by segment. GoodwillAt December 31, 2019, goodwill of $241.0$273.5 million has been allocated to these segments with $220.3$86.1 million assigned to Oil & Gas Proppants and $20.7$187.4 million to Industrial & Specialty Products. At December 31, 2018, goodwill of $261.3 million had been allocated to these segments with $86.1 million assigned to Oil & Gas Proppants and $175.2 million to Industrial & Specialty Products.

102

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




NOTE T—X— UNAUDITED SUPPLEMENTARY DATA
The following table sets forth our unaudited quarterly consolidated statements of operations (in thousands, except per share data) for each of the four quarters in the years ended December 31, 20162019 and 2015.2018. This unaudited quarterly information has been prepared on the same basis as our annual audited financial statements and includes all adjustments, consisting only of normal recurring adjustments that are necessary to present fairly the financial information for the fiscal quarters presented. The income tax benefit amounts for 2016 first quarter and second quarter include the impacts from the early adoption of ASU 2016-09 discussed in Note B - Summary of Significant Accounting Policies.
 First
Quarter
Second
Quarter
Third
Quarter
Fourth
Quarter
2019(Unaudited)
Sales:    
Product$296,860
$303,041
$287,977
$280,594
Service81,890
91,813
73,837
58,465
Cost of sales (excluding depreciation, depletion and amortization):    
Product234,916
225,473
226,797
212,905
Service62,622
68,687
56,836
45,057
Operating expenses:    
Selling, general and administrative34,656
38,659
40,208
37,325
Depreciation, depletion and amortization44,600
44,899
47,126
42,819
Goodwill and other asset impairments

130
363,717
Total operating expenses79,256
83,558
87,464
443,861
Operating (loss) income1,956
17,136
(9,283)(362,764)
Other (expense) income:    
Interest expense(23,978)(23,765)(24,733)(22,996)
Other income (expense), net, including interest income722
15,074
3,280
443
Total other expense(23,256)(8,691)(21,453)(22,553)
(Loss) income before income taxes(21,300)8,445
(30,736)(385,317)
Income tax benefit1,972
(2,384)7,671
91,892
Net (loss) income(19,328)6,061
(23,065)(293,425)
Less: Net loss attributable to non-controlling interest(4)(89)(28)(554)
Net (loss) income attributable to U.S. Silica Holdings, Inc.$(19,324)$6,150
$(23,037)$(292,871)
     
(Loss) earnings per share, basic$(0.26)$0.08
$(0.31)$(4.00)
(Loss) earnings per share, diluted$(0.26)$0.08
$(0.31)$(4.00)
Weighted average shares outstanding, basic73,040
73,301
73,328
73,343
Weighted average shares outstanding, diluted73,040
73,505
73,328
73,343
Dividends declared per share$0.06
$0.06
$0.06
$0.06
     
 First
Quarter
Second
Quarter
Third
Quarter
Fourth
Quarter
2018(Unaudited)
Sales:    
Product$294,788
$345,957
$348,635
$293,419
Service74,525
81,476
74,537
63,961

 First
Quarter
 Second
Quarter
 Third
Quarter
 Fourth
Quarter
2016:(Unaudited)
Sales$122,510
 $116,994
 $137,748
 $182,373
Cost of goods sold (excluding depreciation, depletion and amortization)106,751
 102,707
 119,426
 148,411
Operating expenses       
Selling, general and administrative15,503
 14,585
 18,472
 19,167
Depreciation, depletion and amortization14,556
 15,209
 17,175
 21,194
 $30,059
 $29,794
 $35,647
 $40,361
Operating loss(14,300) (15,507) (17,325) (6,399)
Other income (expense)       
Interest expense(6,643) (6,647) (6,684) (7,998)
Other income, net, including interest income1,790
 608
 493
 867
 $(4,853) $(6,039) $(6,191) $(7,131)
Loss before income taxes(19,153) (21,546) (23,516) (13,530)
Income tax benefit8,150
 9,774
 12,177
 6,588
Net loss$(11,003) $(11,772) $(11,339) $(6,942)
Loss per share, basic$(0.20) $(0.19) $(0.17) $(0.09)
Loss per share, diluted$(0.20) $(0.19) $(0.17) $(0.09)
Weighted average shares outstanding, basic54,470
 63,417
 66,676
 75,539
Weighted average shares outstanding, diluted54,470
 63,417
 66,676
 75,539
Dividends declared per share$0.06
 $0.06
 $0.06
 $0.06
        
 First
Quarter
 Second
Quarter
 Third
Quarter
 Fourth
Quarter
2015:(Unaudited)
Sales$203,958
 $147,511
 $155,408
 $136,112
Cost of goods sold (excluding depreciation, depletion and amortization)138,653
 117,200
 122,599
 116,614
Operating expenses       
Selling, general and administrative26,961
 6,575
 13,559
 15,682
Depreciation, depletion and amortization13,243
 13,695
 15,158
 16,378
 $40,204
 $20,270
 $28,717
 $32,060
Operating income (loss)25,101
 10,041
 4,092
 (12,562)
Other income (expense)       
Interest expense(6,836) (6,928) (6,684) (6,835)
Other income (loss), net, including interest income11
 498
 309
 (90)
 $(6,825) $(6,430) $(6,375) $(6,925)
Income before income taxes18,276
 3,611
 (2,283) (19,487)
Income tax benefit (expense)(3,453) 6,342
 4,695
 4,167
Net income (loss)$14,823
 $9,953
 $2,412
 $(15,320)
Earnings (loss) per share, basic$0.28
 $0.19
 $0.05
 $(0.29)
Earnings (loss) per share, diluted$0.28
 $0.18
 $0.04
 $(0.29)
Weighted average shares outstanding, basic53,416
 53,303
 53,321
 53,323
Weighted average shares outstanding, diluted53,869
 53,857
 53,742
 53,323
Dividends declared per share$0.13
 $0.13
 $0.13
 $0.06


Cost of sales (excluding depreciation, depletion and amortization):    
Product207,239
236,236
270,370
241,624
Service53,671
56,609
51,966
45,414
Operating expenses:    
Selling, general and administrative34,591
42,232
37,980
32,168
Depreciation, depletion and amortization28,592
36,563
37,150
46,527
Goodwill and other asset impairments
16,184

265,715
Total operating expenses63,183
94,979
75,130
344,410
Operating (loss) income45,220
39,609
25,706
(274,068)
Other (expense) income:    
Interest expense(7,070)(20,214)(21,999)(21,281)
Other income (expense), net, including interest income665
1,081
1,062
1,336
Total other expense(6,405)(19,133)(20,937)(19,945)
(Loss) income before income taxes38,815
20,476
4,769
(294,013)
Income tax benefit(7,521)(2,832)1,547
37,938
Net (loss) income31,294
17,644
6,316
(256,075)
Less: Net loss attributable to non-controlling interest


(13)
Net (loss) income attributable to U.S. Silica Holdings, Inc.$31,294
$17,644
$6,316
$(256,062)
     
Earnings (loss) per share, basic$0.39
$0.23
$0.08
$(3.44)
Earnings (loss) per share, diluted$0.39
$0.22
$0.08
$(3.44)
Weighted average shares, basic79,496
77,784
77,365
74,485
Weighted average shares, diluted80,309
78,480
77,859
74,485
Dividends declared per share$0.06
$0.06
$0.06
$0.06






103

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




NOTE U—Y— PARENT COMPANY FINANCIALS


U.S. SILICA HOLDINGS, INC.
(PARENT COMPANY ONLY)
CONDENSED BALANCE SHEETS

 December 31,
 2016 2015
 (in thousands)
ASSETS
Current Assets:   
Cash and cash equivalents$534,378
 $58,579
Short-term investments
 21,849
Total current assets534,378
 80,428
Investment in subsidiaries854,860
 417,462
Total assets$1,389,238
 $497,890
LIABILITIES AND STOCKHOLDERS’ EQUITY
Current Liabilities:   
Accrued expenses and other current liabilities$461
 $107
Dividends payable5,222
 3,453
Due to affiliates110,265
 110,159
Total current liabilities115,948
 113,719
Deferred income taxes, net
 4
Total liabilities115,948
 113,723
Stockholders’ Equity:   
Preferred stock
 
Common stock811
 539
Additional paid-in capital1,129,051
 194,670
Retained earnings163,173
 220,974
Treasury stock, at cost(3,869) (15,845)
Accumulated other comprehensive loss(15,876) (16,171)
Total stockholders’ equity1,273,290
 384,167
Total liabilities and stockholders’ equity$1,389,238
 $497,890

 December 31,
 2019 2018
 (in thousands)
ASSETS
Current Assets:   
Cash and cash equivalents$51,849
 $107,151
Due from affiliates138,988
 100,094
Total current assets190,837
 207,245
Investment in subsidiaries530,830
 850,099
Total assets$721,667
 $1,057,344
LIABILITIES AND STOCKHOLDERS’ EQUITY
Current Liabilities:   
Accrued expenses and other current liabilities$129
 $217
Dividends payable4,958
 4,823
Total current liabilities5,087
 5,040
Total liabilities5,087
 5,040
Stockholders’ Equity:   
Preferred stock
 
Common stock823
 818
Additional paid-in capital1,185,116
 1,169,383
Retained (deficit) earnings(279,956) 67,854
Treasury stock, at cost(180,912) (178,215)
Accumulated other comprehensive loss(19,854) (15,020)
Total U.S. Silica Holdings, Inc. stockholders’ equity705,217
 1,044,820
Non-controlling interest11,363
 7,484
Total stockholders' equity716,580
 1,052,304
Total liabilities and stockholders’ equity$721,667
 $1,057,344






















104

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS





U.S. SILICA HOLDINGS, INC.
(PARENT COMPANY ONLY)
CONDENSED STATEMENTSTATEMENTS OF OPERATIONS AND COMPREHENSIVE INCOME (LOSS)
 Year ended December 31,
 2019 2018 2017
 (in thousands)
Sales$
 $
 $
Cost of sales
 
 
Operating expenses
 
 
Selling, general and administrative253
 254
 252
Total operating expenses253
 254
 252
Operating loss(253) (254) (252)
Other income (expense)
 
 
Interest income1,440
 2,784
 3,854
Total other income1,440
 2,784
 3,854
Income before income taxes and equity in net earnings of subsidiaries1,187
 2,530
 3,602
Income tax expense(327) (696) (1,453)
Income before equity in net earnings of subsidiaries860
 1,834
 2,149
Equity in earnings of subsidiaries, net of tax(330,617) (202,655) 143,057
Net (loss) income(329,757) (200,821) 145,206
Less: Net loss attributable to non-controlling interest(675) (13) 
Net (loss) income attributable to U.S. Silica Holdings, Inc.(329,082) (200,808) 145,206
      
Net (loss) income(329,757) (200,821) 145,206
Other comprehensive (loss) income     
Unrealized loss on derivatives (net of tax of $(456),$(470), and $(27) for 2019, 2018, and 2017, respectively)(1,432) (1,545) (44)
Foreign currency translation adjustment (net of tax of $(60), $(196), and $2 for 2019, 2018 and 2017, respectively)(188) (614) (6)
Pension and other post-retirement benefits liability adjustment (net of tax of $(1,024), $339, and $1,205 for 2019, 2018 and 2017, respectively)(3,214) 1,065
 2,000
Comprehensive (loss) income(334,591) (201,915) 147,156
Less: Comprehensive loss attributable to non-controlling interest(675) (13) 
Comprehensive (loss) income attributable to U.S. Silica Holdings, Inc.(333,916) (201,902) 147,156

 Year Ended December 31,
 2016 2015 2014
 (in thousands, except per share amounts)
Revenue$
 $
 $
Cost of revenue
 
 
Operating expenses     
Selling, general and administrative184
 185
 184
Other10
 19
 
 194
 204
 184
Operating loss(194) (204) (184)
Other income (expense)     
Interest income1,046
 262
 278
Early extinguishment of debt
 
 
Other income, net, including interest income
 1
 
 1,046
 263
 278
Income before income taxes and equity in net earnings of subsidiaries852
 59
 94
Income tax benefit (expense)(344) (24) (38)
Income before equity in net earnings of subsidiaries508
 35
 56
Equity in earnings of subsidiaries, net of tax(41,564) 11,833
 121,484
Net income (loss)(41,056) 11,868
 121,540
Other comprehensive income (loss), net of deferred income taxes:     
Unrealized gain (loss) on investments (net of tax of ($4), $29, and ($8) for 2016, 2015, and 2014, respectively)(6) 47
 (14)
Unrealized loss on derivatives, (net of tax of $29, $34 and ($32) for 2016, 2015 and 2014, respectively)49
 53
 (55)
Pension and post-retirement liability (net of tax of $152, $2,469, and ($9,678) for 2016, 2015 and 2014, respectively)252
 3,547
 (15,732)
Other comprehensive income (loss), net of deferred income taxes295
 3,647
 (15,801)
Comprehensive income (loss) attributable to U.S. Silica Holdings, Inc.$(40,761) $15,515
 $105,739





















105

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL(PARENT COMPANY ONLY)
CONDENSED STATEMENTS OF STOCKHOLDERS' EQUITY
(amounts in thousands)Par Value Treasury Stock Additional Paid-In Capital Retained Earnings - Present Accumulated Other Comprehensive Income (Loss) Total U.S. Silica, Inc. Stockholders' EquityNon-controlling InterestTotal
Stockholders’
Equity
Balance at January 1, 2017$811
 $(3,869) $1,129,051
 $163,173
 $(15,876) $1,273,290
$
$1,273,290
Net income
 
 
 145,206
 
 145,206

145,206
Unrealized loss on derivatives
 
 
 
 (44) (44)
(44)
Foreign currency translation adjustment
 
 
 
 (6) (6)
(6)
Pension and post-retirement liability
 
 
 
 2,000
 2,000

2,000
Cash dividend declared ($0.25 per share)
 
 
 (20,387) 
 (20,387)
(20,387)
Common stock-based compensation plans activity:             
Equity-based compensation
 
 25,050
 
 
 25,050

25,050
Proceeds from options exercised
 1,190
 (392) 
 
 798

798
Issuance of restricted stock
 1,859
 (1,859) 
 
 


Shares withheld for employee taxes related to vested restricted stock and stock units1
 386
 (4,766) 
 
 (4,379)
(4,379)
Repurchase of common stock  (25,022)       (25,022)
(25,022)
Balance at December 31, 2017$812
 $(25,456) $1,147,084
 $287,992
 $(13,926) $1,396,506
$
$1,396,506
Net loss
 
 
 (200,808) 
 (200,808)(13)(200,821)
Unrealized loss on derivatives
 
 
 
 (1,545) (1,545)
(1,545)
Foreign currency translation adjustment
 
 
 
 (614) (614)
(614)
Pension and post-retirement liability
 
 
 
 1,065
 1,065

1,065
Cash dividend declared ($0.25 per share)
 
 
 (19,330) 
 (19,330)
(19,330)
Contributions from non-controlling interest
 
 
 
 
 
7,497
7,497
Common stock-based compensation plans activity:             
Equity-based compensation
 
 22,337
 
 
 22,337

22,337
Proceeds from options exercised
 93
 (32) 
 
 61

61
Shares withheld for employee taxes related to vested restricted stock and stock units6
 (4,383) (6) 
 
 (4,383)
(4,383)
Repurchase of common stock
 (148,469) 
 
 
 (148,469)
(148,469)
Balance at December 31, 2018$818
 $(178,215) $1,169,383
 $67,854
 $(15,020) $1,044,820
$7,484
$1,052,304
Net loss
 
 
 (329,082) 
 (329,082)(675)(329,757)
Unrealized loss on derivatives
 
 
 
 (1,432) (1,432)
(1,432)
Foreign currency translation adjustment
 
 
 
 (188) (188)
(188)
Pension and post-retirement liability
 
 
 
 (3,214) (3,214)
(3,214)
Cash dividend declared ($0.25 per share)
 
 
 (18,728) 
 (18,728)
(18,728)
Contributions from non-controlling interest
 
 
 
 
 
4,554
4,554
Common stock-based compensation plans activity:             




Equity-based compensation
 
 15,906
 
 
 15,906

15,906
Proceeds from options exercised
 296
 (168) 
 
 128

128
Shares withheld for employee taxes related to vested restricted stock and stock units5
 (2,993) (5) 
 
 (2,993)
(2,993)
Balance at December 31, 2019$823
 $(180,912) $1,185,116
 $(279,956) $(19,854) $705,217
$11,363
$716,580





U.S. SILICA HOLDINGS, INC.
(PARENT COMPANY ONLY)
CONDENSED STATEMENT OF STOCKHOLDERS' EQUITY
         Accumulated  
     Additional Retained Other Total
 Par Treasury Paid-In Earnings- Comprehensive Stockholders'
 Value Stock Capital Present Income (Loss) Equity
Balance at January 1, 2014$534
 $
 $174,799
 $137,978
 $(4,017) $309,294
Net income
 
 
 121,540
 
 121,540
Unrealized loss on derivatives
 
 
 
 (55) (55)
Unrealized loss on short-term investments
 
 


 (14) (14)
Pension and post-retirement liability
 
 
 
 (15,732) (15,732)
Cash dividend declared ($0.500 per share)
 
 
 (26,967) 
 (26,967)
Common stock-based compensation plans activity:          

Equity-based compensation
 
 7,487
 
 
 7,487
Excess tax benefit from equity compensation
 
 3,813
 
 
 3,813
Proceeds from options exercised4
 572
 4,987
 
 
 5,563
Shares withheld for employee taxes related to          

vested restricted stock and stock units1
 (615) 
 
 
 (614)
Repurchase of common stock
 (499) 
 
 
 (499)
Balance at December 31, 2014539
 (542) 191,086
 232,551
 (19,818) 403,816
Net income
 
 
 11,868
 
 11,868
Unrealized gain on derivatives
 
 
 
 53
 53
Unrealized gain on short-term investments
 
 
 
 47
 47
Pension and post-retirement liability
 
 
 
 3,547
 3,547
Cash dividend declared ($0.438 per share)
 
 
 (23,445) 
 (23,445)
Common stock-based compensation plans activity:        
 

Equity-based compensation
 
 3,857
 
 
 3,857
Proceeds from options exercised
 744
 (271) 
 
 473
Shares withheld for employee taxes related to          

vested restricted stock and stock units
 (792) (2) 
 
 (794)
Repurchase of common stock
 (15,255) 
 
 
 (15,255)
Balance at December 31, 2015539
 (15,845) 194,670
 220,974
 (16,171) 384,167
Net loss
 
 
 (41,056) 
 (41,056)
Issuance of common stock (stock offerings net of issuance costs of $25,732)272
 
 931,016
 
 
 931,288
Unrealized gain on derivatives
 
 
 
 49
 49
Unrealized loss on short-term investments
 
 
 
 (6) (6)
Pension and post-retirement liability
 
 
 
 252
 252
Cash dividend declared ($0.25 per share)
 
 
 (16,893) 
 (16,893)
Common stock-based compensation plans activity:           
Equity-based compensation
 
 12,107
 
 
 12,107
Excess tax benefit from equity-based compensation
 
 
 148
 
 148
Proceeds from options exercised
 8,465
 (3,640) 
 
 4,825
Issuance of restricted stock
 1,437
 (1,437) 
 
 
Shares withheld for employee taxes related to           
vested restricted stock and stock units
 2,074
 (3,665) 
 
 (1,591)
Balance at December 31, 2016$811
 $(3,869) $1,129,051
 $163,173
 $(15,876) $1,273,290





106

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




U.S. SILICA HOLDINGS, INC.
(PARENT COMPANY ONLY)
CONDENSED STATEMENT OF CASH FLOWS

 Year Ended December 31,
 2016 2015 2014
 (in thousands)
Operating activities:     
Net income (loss)$(41,056) $11,868
 $121,540
Adjustments to reconcile net income (loss) to net cash provided by operating activities:     
Undistributed (Income) loss from equity method investment, net41,564
 (11,833) (121,484)
Other(30) (195) (213)
Changes in assets and liabilities, net of effects of acquisitions:     
Accounts payable and accrued liabilities353
 29
 36
Net cash provided by (used in) operating activities831
 (131) (121)
Investing activities:     
Proceeds from sales and maturities of short-term investments21,872
 53,568
 
Investment in subsidiary(188,177) 
 
Net cash provided by (used in) investing activities(166,305) 53,568
 
Financing activities:     
Dividends paid(15,125) (26,797) (26,871)
Repurchase of common stock
 (15,255) (499)
Proceeds from options exercised4,603
 473
 5,563
Tax payments related to shares withheld for vested restricted stock and stock units(1,590) (794) (614)
Issuance of common stock (secondary offering)678,791
 
 
Issuance of treasury stock221
 
 
Costs of common stock issuance(25,733) 
 
Net financing activities with subsidiaries106
 223
 211
Net cash provided by (used in) financing activities641,273
 (42,150) (22,210)
Net increase in cash and cash equivalents475,799
 11,287
 (22,331)
Cash and cash equivalents, beginning of period58,579
 47,292
 69,623
Cash and cash equivalents, end of period$534,378
 $58,579
 $47,292
Non-cash financing activities:     
Supplemental cash flow information:     
Cash paid (received) during the period for:     
Interest$(1,046) $(263) $(278)
Non-cash transactions     
Common stock issued for business acquisitions$278,229
 $
 $
 Year ended December 31,
 2019 2018 2017
 (in thousands)
Operating activities:     
Net (loss) income$(329,757) $(200,821) $145,206
Adjustments to reconcile net (loss) income to net cash provided by operating activities:     
Undistributed loss (income) from equity method investment, net330,617
 202,655
 (143,057)
Changes in assets and liabilities, net of effects of acquisitions:     
Accounts payable and accrued liabilities(88) (295) 48
Net cash provided by operating activities772
 1,539
 2,197
Investing activities:     
Investment in subsidiary
 
 (143,654)
Net cash used in investing activities
 
 (143,654)
Financing activities:     
Dividends paid(18,592) (19,912) (20,377)
Repurchase of common stock
 (148,469) (25,022)
Proceeds from options exercised128
 61
 798
Tax payments related to shares withheld for vested restricted stock and stock units(2,993) (4,383) (4,379)
Contributions from non-controlling interest4,554
 7,497
 
Net financing activities with subsidiaries(39,171) 40,171
 (113,294)
Net cash used in financing activities(56,074) (125,035) (162,274)
Net decrease in cash and cash equivalents(55,302) (123,496) (303,731)
Cash and cash equivalents, beginning of period107,151
 230,647
 534,378
Cash and cash equivalents, end of period$51,849
 $107,151
 $230,647
Supplemental cash flow information:     
Cash (received) paid during the period for:     
Interest$(1,440) $(2,784) $(3,853)



Notes to Condensed Financial Statements of Registrant (Parent Company Only)

These condensed parent company only financial statements have been prepared in accordance with Rule 12-04, Schedule I of Regulation S-X, because the restricted net assets of the subsidiaries of U.S. Silica Holdings, Inc. (as defined in Rule 4-08(e)(3) of Regulation S-X) exceed 25% of the consolidated net assets of the Company. The ability of the Company's operating subsidiaries to pay dividends may be restricted due to the terms of the Company's senior credit facility,Credit Facility, as discussed in Note IK - Debt and Capital Leases to the audited consolidatedthese financial statements.

107

U.S. SILICA HOLDINGS, INC.
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS




    
These condensed parent company financial statements have been prepared using the same accounting principles and policies described in the notes to the consolidated financial statements; the only exceptions are that (a) the parent company accounts for its subsidiaries using the equity method of accounting, (b) taxes are allocated to the parent from the subsidiary using the separate return method, and (c) intercompany loans are not eliminated. In the parent company financial statements, the Company's investment in subsidiaries is stated at cost plus equity in undistributed earnings of subsidiaries since the date of acquisition. These condensed parent company financial statements should be read in conjunction with the Company's consolidated financial statements and related notes thereto included elsewhere in this report.

NoNaN cash dividends were paid to the parent by its consolidated entities for the years presented in the condensed financial statements.


NOTE V—SUBSEQUENTZ— IMPAIRMENTS
During the fourth quarter of 2019, similar to the fourth quarter of 2018, we experienced a sharp decline in customer demand for Northern White frac sand and for regional non-in-basin frac sand as more tons are produced and sold in-basin. Additionally, the price of frac sand decreased significantly. Given the changes in demand and customer preferences of local in-basin sand, we also experienced a significant decline in the utilization of the sand railcar fleet in our transload network. A significant number of sand railcars have been put into storage and are no longer used to deliver sand to our customers. In response to these economic conditions, we implemented numerous cost reductions including headcount reductions and a reduction of frac sand capacity at multiple locations.
As a result of the events described above, we have recorded impairment charges (in thousands) for the years ended December 31, 2019 and 2018 for the following assets:
DescriptionDecember 31, 2019December 31, 2018
Inventories, net$4,100
$3,316
Property, plant and mine development, net243,064
109,938
Operating lease right-of-use assets115,443

Goodwill
164,167
Intangible assets, net1,240
4,478
Total$363,847
$281,899


2019 Impairments

As a result of triggering events described above, which occurred in the fourth quarter of 2019, we completed an impairment assessment of our frac sand-related assets, including plant, property and mine development, right-of-use assets, inventories, and other intangible assets.

Inventories, net

We recorded impairment charges for unused inventory at frac sand plants we idled. These charges relate to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations.

Property, plant and mine development
We estimated the future undiscounted net cash flows of asset groupings, which are at the plant level, using estimates of proven and probable sand reserves, estimated future sales prices (considering historical and current prices, price trends and related factors) and operating costs and anticipated capital expenditures. In the cases where the undiscounted cash flows are less than the carrying value of the assets, we recognized an impairment loss equal to the amount by which the carrying value exceeds the fair value of the assets. Impairment charges of approximately $243.1 million were recorded mainly related to facilities that have reduced capacity or have been idled, including Tyler, Texas, Sparta, Wisconsin, and Utica, Illinois. These charges relate to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations.

Operating lease right-of-use assets

We determined the fair value of the railcars primarily utilizing internally developed cash flow models and quoted market prices, discounted at an appropriate weighted average cost of capital. As a result, we recognized impairment charges of approximately $115.4 million to write down the value of railcars to their estimated fair value. These charges relate mainly to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations.

Intangible assets, net

We recorded a $1.2 million impairment of customer relationships related to the Oil & Gas segment that was recorded in the "Goodwill and other asset impairments" caption of our Consolidated Statements of Operations.



2018 Impairments

During the fourth quarter of 2018, we experienced a declining shift in demand for Northern White sand caused by some of our customers shifting to local in-basin frac sands with lower logistics costs. Our largest customer at our Voca, Texas plant did not renew their contract, instead opting to sign a new contract with us for local in-basin frac sand. Additionally, Northern White Sand operations and reserves in Fairchild, Wisconsin and Peru, Illinois experienced a similar significant fourth quarter decline in demand due to customers' shift to local in-basin sand closer to their operations.

As a result of these triggering events, we completed an impairment assessment of our frac sand-related assets, including plant, property and mine development, goodwill and other intangible assets.

Inventories, net

We recorded impairment charges for unused inventory related to the closure of our resin coating facility and associated product portfolio. These charges relate to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations.

Property, plant and mine development
We estimated the future undiscounted net cash flows of asset groupings using estimates of proven and probable sand reserves, estimated future sales prices (considering historical and current prices, price trends and related factors) and operating costs and anticipated capital expenditures. In the cases where the undiscounted cash flows are less than the carrying value of the assets, we recognized an impairment loss equal to the amount by which the carrying value exceeds the fair value of the assets. Impairment charges of approximately $109.9 million were recorded mainly related to facilities that have reduced capacity, have been idled or were undeveloped, including Voca, Texas, Fairchild, Wisconsin, Rochelle, Illinois, and Peru, Illinois. These charges relate to the Oil & Gas Segment and are recorded in "Goodwill and other asset impairments" in the Consolidated Statements of Operations.
Goodwill and Intangible Assets, net

We performed a quantitative analysis and determined that the goodwill of our Oil & Gas Sand reporting unit was impaired. We recognized goodwill impairment charges of $164.2 million and intangible asset impairment charges related to trade names of $4.5 million during the fourth quarter of 2018. These impairment charges were recorded in the "Goodwill and other asset impairments" caption of our Consolidated Statements of Operations. The fair value of our reporting units was determined using a combination of the discounted cash flow method and the market multiples approach.

NOTE AA-SUBSEQUENT EVENTS
On January 5, 2017,3, 2020, we paid a cash dividend of $4.6 million or $0.0625 per share to common stockholders of record on December 15, 2016, as13, 2019, which had been declared by our Board of Directors on November 7, 2016.12, 2019.
On February 16, 2017,10, 2020, our Board of Directors declared a quarterly cash dividend of $0.0625$0.02 per share to common stockholders of record at the close of business on March 15, 2017,13, 2020, payable on April 5, 2017.3, 2020.




ITEM 9.CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSURE
None.

ITEM 9A.CONTROLS AND PROCEDURES

Evaluation of Disclosure Controls and Procedures
Our management, with the participation of our chief executive officer and chief financial officer, evaluated the effectiveness of our disclosure controls and procedures as of December 31, 2016.2019. The term “disclosure controls and procedures,” as defined in Rules 13a-15(e) and 15d-15(e) under the Exchange Act, means controls and other procedures of a company that are designed to ensure that information required to be disclosed by a company in the reports that it files or


submits under the Exchange Act is recorded, processed, summarized and reported, within the time periods specified in the SEC’s rules and forms. Disclosure controls and procedures include, without limitation, controls and procedures designed to ensure that information required to be disclosed by a company in the reports that it files or submits under the Exchange Act is accumulated and communicated to the company’s management, including its principal executive and principal financial officers, as appropriate to allow timely decisions regarding required disclosure. Based on the evaluation of our disclosure controls and procedures as of December 31, 2016,2019, our chief executive officer and chief financial officer concluded that, as of such date, our disclosure controls and procedures were effective at the reasonable assurance level.
Management recognizes that any controls and procedures, no matter how well designed and operated, can provide only reasonable, and not absolute, assurance of achieving their objectives and management necessarily applies its judgment in evaluating the cost-benefit relationship of possible controls and procedures.
Management’s Annual Report on Internal Control over Financial Reporting
Our management, under the direction of our chief executive officer and chief financial officer, is responsible for establishing and maintaining adequate internal control over financial reporting as defined in Exchange Act Rule 13a-15(f).
Our system of internal control over financial reporting is designed to provide reasonable assurance to our management and Board of Directors regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles in the United States of America.
Our management conducted an evaluation of the effectiveness of our internal control over financial reporting using the framework in 2013 Internal Control—Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO). As noted in the COSO framework, an internal control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance to management and the Board of Directors regarding achievement of an entity's financial reporting objectives. We acquired the ultimate parent company of EP Minerals, LLC ("EPM") on May 1, 2018 and have excluded the internal control over financial reporting of NBI and Sandbox from the evaluation of the effectiveness of our internal control over financial reporting as of December 31, 2016. Both entities were acquired in August 2016. This decision is based upon the significance of NBI and Sandbox and the timing of integration efforts underway to transition NBI's and Sandbox'sintegrated EPM processes, information technology systems and other components of internal control over financial reporting tointo our internal control structure. NBI's total assets represented 16% of the related consolidated total assetsstructure as of December 31, 2016. Sandbox's total assets and revenues represented 13% and 6%, respectively, of the related consolidated financial statement amounts as of and for the year ended December 31, 2016. We have expanded our consolidation and disclosure controls and procedures to include NBI and Sandbox, and we continue to assess the current internal control over financial reporting.2019. Based upon the evaluation under this framework, management concluded that our internal control over financial reporting was effective as of December 31, 2016.2019.
Our independent registered public accounting firm has audited the effectiveness of our internal control over financial reporting as of December 31, 2016,2019, as stated in theirits report below.
Changes in Internal Control over Financial Reporting
ThereOther than continued integration of EPM as discussed above, there were no changes in our internal control over financial reporting identified in management’s evaluation pursuant to Rules 13a-15(d) or 15d-15(d) of the Exchange Act during the quarter ended December 31, 20162019 that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting, except as noted above.reporting.





REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
Board of Directors and Shareholders
U.S. Silica Holdings, Inc.

Opinion on internal control over financial reporting
We have audited the internal control over financial reporting of U.S. Silica Holdings, Inc. a(a Delaware corporationcorporation) and subsidiaries (the “Company”) as of December 31, 2016,2019, based on criteria established in the 2013 Internal Control—IntegratedControl-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO)(“COSO”). In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2019, based on criteria established in the 2013 Internal Control-Integrated Framework issued by COSO.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (“PCAOB”), the consolidated financial statements of the Company as of and for the year ended December 31, 2019, and our report dated February 25, 2020 expressed an unqualified opinion on those financial statements.
Basis for opinion
The Company’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Management AnnualManagement’s Report on Internal Control over Financial Reporting. Our responsibility is to express an opinion on the Company’s internal control over financial reporting based on our audit. Our audit of,We are a public accounting firm registered with the PCAOB and opinion on,are required to be independent with respect to the Company’s internal control over financial reporting does not includeCompany in accordance with the internal control over financial reporting of Tyler Silica Company (“NBI”), wholly-owned subsidiary, whose financial statements reflect total assets constituting 16 percentU.S. federal securities laws and of Sandbox Enterprises, LLC (“Sandbox”), wholly-owned subsidiary, whose financial statements reflect total assetsthe applicable rules and revenues constituting 13 and 6 percent, respectively,regulations of the related consolidated financial statement amounts as ofSecurities and forExchange Commission and the year ended December 31, 2016. As indicated in Management’s Report, NBI and Sandbox were acquired during 2016. Management’s assertion on the effectiveness of the Company’s internal control over financial reporting excluded internal control over financial reporting of NBI and Sandbox.PCAOB.
We conducted our audit in accordance with the standards of the Public Company Accounting Oversight Board (United States).PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects. Our audit included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, testing and evaluating the design and operating effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.
Definition and limitations of internal control over financial reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2016, based on criteria established in the 2013 Internal Control—Integrated Framework issued by COSO.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), the consolidated financial statements of the Company as of and for the year ended December 31, 2016, and our report dated February 23, 2017 expressed an unqualified opinion on those financial statements.
/s/ GRANT THORNTON LLP
Baltimore, MarylandHouston, Texas
February 23, 201725, 2020


ITEM 9B.OTHER INFORMATION
Not applicable.


PART III


ITEM 10.DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE
The information required by this item with respect to directors and corporate governance will be set forth under “Proposal No. 1: Election of Directors” in the 20172020 Proxy Statement and is incorporated herein by reference.
The information required by this item with respect to executive officers of U.S. Silica, pursuant to instruction 3 of paragraph (b) of Item 401 of Regulation S-K, is set forth following Part I, Item 11. of this Annual Report on Form 10-K under “Executive Officers of the Registrant”.
ITEM 11.EXECUTIVE COMPENSATION
The information required by this item will be set forth under “Executive and Director Compensation” and “Report of Compensation Committee” in the 20172020 Proxy Statement and is incorporated herein by reference.

ITEM 12.SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERS
The information required by Item 403 of Regulation S-K regarding security ownership of certain beneficial owners and management will be set forth under “Stock Ownership” in the 20172020 Proxy Statement and is incorporated herein by reference.
The information required by Item 201(d) of Regulation S-K regarding securities authorized for issuance under equity compensation plans is furnished as a separate item captioned “Securities Authorized for Issuance Under Equity Compensation Plans” included in Part II, Item 55. of this Annual Report on Form 10-K.

ITEM 13.CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE
The information required by this item will be set forth under “Transactions with Related Persons” and “Determination of Independence” in the 20172020 Proxy Statement and is incorporated herein by reference.

ITEM 14.PRINCIPAL ACCOUNTING FEES AND SERVICES
The information required by this item will be set forth under “Ratification of Grant Thornton LLP as Independent Registered Public Accounting Firm for 2017”2020” in the 20172020 Proxy Statement and is incorporated herein by reference.



PART IV.
ITEM 15.EXHIBITS AND FINANCIAL STATEMENT SCHEDULES
The following documents are filed as a part of this report:
a)Consolidated Financial Statements
Consolidated Financial Statements
The Consolidated Financial Statements, together with the report thereon of Grant Thornton LLP, dated February 23, 2017,25, 2020, are included as part of Item 8, “Financial8. Financial Statements and Supplementary Data.


b)Financial Statement Schedules
Financial Statement Schedules
Schedule I - Condensed Financial Information of Parent (U.S. Silica Holdings, Inc.) at December 31, 20162019 and 20152018 and for the years ended December 31, 2016, 20152019, 2018 and 20142017 is included in Note UY - Parent Company Financial Statements to the Consolidated Financial Statements.Statements, included as part of Item 8. Financial Statements and Supplementary Data.


c)Exhibits required to be filed by Item 601 of Regulation S-K
Exhibits
The information called for by this Item is incorporated herein by reference from the Exhibit Index included in this Annual Report.Report on Form 10-K.



EXHIBIT INDEX
��  Incorporated by Reference
Exhibit
Number
Description Form File No. Exhibit Filing Date
Agreement and Plan of Merger, dated as of March 22, 2018, by and among EP Acquisition Parent, Inc. US Silica Company, Tranquility Acquisition Corp., EPMC Parent LLC, as the Stockholders' Representative, and solely for the purposes of Section 11.17, Golden Gate Private Equity, Inc.

 10-Q 001-35416 2.1 April 24, 2018
Third Amended and Restated Certificate of Incorporation of U.S. Silica Holdings, Inc., effective May 4, 2017. 8-K 001-35416 3.1 May 10, 2017
Third Amended and Restated Bylaws of U.S. Silica Holdings, Inc., effective May 4, 2017. 8-K 001-35416 3.2 May 10, 2017
Specimen Common Stock Certificate. S-1/A 333-175636 4.1 December 7, 2011
Description of the Registrant's Securities Registered Pursuant to Section 12 of the Exchange Act        
Employment Agreement, dated as of March 22, 2012, by and between U.S. Silica Company and Bryan A. Shinn. 8-K 001-35416 10.11 March 22, 2012
Amended and Restated 2011 Incentive Compensation Plan. 8-K 001-35416 10.1 May 11, 2015


Form of Restricted Stock Agreement.

 S-1/A 333-175636 10.16 August 29, 2011
Form of Nonqualified Stock Option Agreement. S-1/A 333-175636 10.17 August 29, 2011
Form of Restricted Stock Unit Agreement.

 S-1/A 333-175636 10.19 August 29, 2011
Form of Indemnification Agreement. S-1/A 333-175636 10.20 December 29, 2011
Letter Agreement, dated as of December 27, 2011, by and between William J. Kacal and U.S. Silica Holdings, Inc. S-1/A 333-175636 10.24 December 29, 2011
Letter Agreement, dated April 27, 2012, by and between Peter Bernard and U.S. Silica Holdings, Inc. 8-K 001-35416 10.10 May 1, 2012
Letter Agreement, dated October 8, 2013, by and between J. Michael Stice and U.S. Silica Holdings, Inc. 8-K 001-35416 10.10 October 11, 2013
Omnibus Amendment dated February 18, 2016 to Award Agreements. 8-K 001-35416 10.3 February 23, 2016
Form of Nonqualified Stock Option Agreement. 10-K 001-35416 10.2 February 25, 2015
Change in Control Severance Plan of U.S. Silica Holdings, Inc. 8-K 001-35416 10.1 February 23, 2016
Amendment dated February 18, 2016 to Employment Agreement by and between U.S. Silica Holdings, Inc. and Bryan Shinn. 8-K 001-35416 10.2 February 23, 2016
Omnibus Amendment dated November 3, 2016 to Award Agreements. 10-K 001-35416 10.22 February 23, 2017
Amendment No. 1 dated November 3, 2016 to Amended and Restated 2011 Incentive Compensation Plan 10-K 001-35416 10.23 February 23, 2017
Letter Agreement, effective August 15, 2017, by and between Diane Duren and U.S. Silica Holdings, Inc. 8-K 001-35416 10.1 August 18, 2017
Form of Performance Share Unit Agreement Pursuant to the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan.

 10-Q 001-35416 10.1 April 24, 2018
Form of Restricted Stock Unit Agreement Pursuant to the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan. 10-Q 001-35416 10.2 April 24, 2018
Form of Restricted Stock Agreement Pursuant to the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan. 10-Q 001-35416 10.3 April 24, 2018
Third Amended and Restated Credit Agreement, dated as of May 1, 2018, by and among U.S. Silica Holdings, Inc., through its subsidiaries, USS Holdings, Inc., as guarantor, and U.S. Silica Company, as borrower, and certain of U.S. Silica’s subsidiaries as additional guarantors and BNP Paribas, as administrative agent and the lenders named therein. 8-K 001-35416 10.1 May 2, 2018

Consent and Amendment Agreement, dated as of August 23, 2019, among U.S. Silica Company and BNP Paribas, as administrative agent and the lenders named therein, amending that certain Third Amended and Restated Credit Agreement, dated as of May 1, 2018.

 10-Q 001-35416 10.1 October 30, 2019


Form of Performance Share Unit Agreement (Adjusted Cash Flow) Pursuant to the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan10-Q001-3541610.1May 1, 2019
Form of Performance Share Unit Agreement (Relative TSR) Pursuant to the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan10-Q001-3541610.2May 1, 2019
Form of Restricted Stock Agreement Pursuant to the Amended and Restated U.S. Silica Holdings, Inc. 2011 Incentive Compensation Plan.10-Q001-3541610.3May 1, 2019
Separation, Severance and General Release Agreement entered into by and between Billy Ray Smith and U.S. Silica Company effective March 27, 201910-Q001-3541610.4May 1, 2019
Letter Agreement, effective July 7, 2019, by and between Bonnie Lind and U.S. Silica Holdings, Inc.
List of subsidiaries of U.S. Silica Holdings, Inc.
Consent of Independent Registered Public Accounting Firm.
Rule 13a-14(a)/15(d)-14(a) Certification by Bryan A. Shinn, Chief Executive Officer.
Rule 13a-14(a)/15(d)-14(a) Certification by Donald A. Merril, Chief Financial Officer.
Section 1350 Certification by Bryan A. Shinn, Chief Executive Officer.
Section 1350 Certification by Donald A. Merril, Chief Financial Officer.
Mine Safety Disclosure.
Consent of Rystad Energy.
101*101.INS XBRL Instance - the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document
101.SCH XBRL Taxonomy Extension Schema
101.CAL XBRL Taxonomy Extension Calculation
101.LAB XBRL Taxonomy Extension Labels
101.PRE XBRL Taxonomy Extension Presentation
101.DEF XBRL Taxonomy Extension Definition
104*Cover Page from the Company's Annual Report on Form 10-K for the year ended December 31, 2019 formatted Inline XBRL (and contained in Exhibit 101)
#Schedules have been omitted pursuant to Item 601(b)(2) of Regulation S-K. We will furnish the omitted schedules to the Securities and Exchange Commission upon request by the Commission.
+Management contract or compensatory plan/arrangement
*Filed herewith
We will furnish to any of our stockholders a copy of any of the above exhibits upon the written request of such stockholder and the payment to U.S. Silica Holdings, Inc. of the reasonable expenses incurred in furnishing such copy or copies.





ITEM 16.FORM 10-K SUMMARY
Not applicable.





SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this Report to be signed on its behalf by the undersigned, thereunto duly authorized, this 23rd25th day of February, 2017.2020.
 U.S. Silica Holdings, Inc.
  
 
/s/ BRYANBRYAN A. SHINN
SHINN
 Name:  Bryan A. Shinn
 Title:Chief Executive Officer
Pursuant to the requirements of the Securities Exchange Act of 1934, this Report has been signed below by the following persons on behalf of the Registrant and in the capacities and on the dates indicated.
Name  Capacity Date
   
/S/ BRYAN A. SHINN
  
President, Chief Executive Officer and Director
(Principal Executive Officer)
 February 23, 201725, 2020
Bryan A. Shinn   
   
/S/ DONALD A. MERRIL
  
Executive Vice President, Chief Financial Officer
(Principal Financial and Accounting Officer)
 February 23, 201725, 2020
Donald A. Merril   
   
/S/ CHARLES SHAVER
  Chairman of the Board February 23, 201725, 2020
Charles Shaver   
   
/S/ PETER BERNARD
  Director February 23, 201725, 2020
Peter Bernard   
   
/s/ DIANE DURENDirectorFebruary 25, 2020
Diane Duren
/S/ WILLIAM J. KACAL
  Director February 23, 201725, 2020
William J. Kacal   
   
/S/ J. MICHAEL STICE
  Director February 23, 201725, 2020
J. Michael Stice   

EXHIBIT INDEX
   Incorporated by Reference
Exhibit
Number
Description Form File No. Exhibit Filing Date
2.1#
Agreement and Plan of Merger, dated as of July 15, 2016, by and among U.S. Silica Holdings, Inc., New Birmingham Merger Corp., NBI Merger Subsidiary II, Inc., New Birmingham, Inc. and each of David Durrett and Erik Dall, as representatives of the sellers and optionholders.

 10-Q 001-35416 2.1 November 4, 2016
2.2#
Membership Unit Purchase Agreement, dated as of August 1, 2016, by and among U.S. Silica Company, U.S. Silica Holdings, Inc., Sandbox Enterprises, LLC, the members of Sandbox Enterprises, LLC and Sandy Creek Capital, LLC, as representative of the sellers.

 10-Q 001-35416 2.2 November 4, 2016
3.1Second Amended and Restated Certificate of Incorporation of U.S. Silica Holdings, Inc., effective January 31, 2012. 8-K 001-35416 3.1 February 6, 2012
3.2Second Amended and Restated Bylaws of U.S. Silica Holdings, Inc., effective January 31, 2012. 8-K 001-35416 3.2 February 6, 2012
3.3Certificate of Change of Registered Agent and/or Registered Office. 8-K 001-35416 3.1 May 11, 2015
4.1Specimen Common Stock Certificate. S-1/A 333-175636 4.1 December 7, 2011
4.2
Registration Rights Agreement, dated as of August 16, 2016, by and among U.S. Silica Holdings, Inc. and each person identified on the signature pages thereto.

 S-3ASR 333-213870 4.1 September 29, 2016
4.3
Registration Rights Agreement, dated as of August 22, 2016, by and among U.S. Silica Holdings, Inc. and each person identified on the signature pages thereto.

 S-3ASR 333-213870 4.2 September 29, 2016
10.1Amendment No. 3 to Second Amended and Restated Credit Agreement, dated as of July 23, 2013, by and among USS Holdings, Inc. as Parent, U.S. Silica Company as Company, the Subsidiary Guarantors listed therein as Subsidiary Guarantors, the Lenders listed therein as Lenders and BNP Paribas as Administrative Agent. 8-K 001-35416 10.10 July 29, 2013
10.2+Employment Agreement, dated as of March 22, 2012, by and between U.S. Silica Company and Bryan A. Shinn. 8-K 001-35416 10.11 March 22, 2012
10.3+Amended and Restated 2011 Incentive Compensation Plan. 8-K 001-35416 10.1 May 11, 2015
10.4+Form of Incentive Stock Option Agreement. S-1/A 333-175636 10.15 August 29, 2011
10.5+Form of Restricted Stock Agreement. S-1/A 333-175636 10.16 August 29, 2011
10.6+Form of Nonqualified Stock Option Agreement. S-1/A 333-175636 10.17 August 29, 2011
10.7+Form of Stock Appreciation Rights Agreement. S-1/A 333-175636 10.18 August 29, 2011
10.8+Form of Restricted Stock Unit Agreement. S-1/A 333-175636 10.19 August 29, 2011
10.9+Form of Performance Share Unit Agreement. 10-K 001-35416 10.12 February 26, 2014
10.10Form of Indemnification Agreement. S-1/A 333-175636 10.20 December 29, 2011
10.11+Letter Agreement, dated as of December 27, 2011, by and between William J. Kacal and U.S. Silica Holdings, Inc. S-1/A 333-175636 10.24
 December 29, 2011
10.12+Letter Agreement, dated April 27, 2012, by and between Peter Bernard and U.S. Silica Holdings, Inc. 8-K 001-35416 10.10 May 1, 2012
10.13+Letter Agreement, dated October 8, 2013, by and between J. Michael Stice and U.S. Silica Holdings, Inc. 8-K 001-35416 10.10 October 11, 2013
10.14+
Omnibus Amendment dated February 18, 2016 to Award Agreements.



 8-K 001-35416 10.3 February 23, 2016

10.15+Amendment No. 1 dated July 25, 2014 to Restricted Stock Agreement dated November 6, 2012 with Bryan A. Shinn./s/ BONNIE LIND 8-K001-3541610.10July 30, 2014
10.16+Omnibus Amendment dated July 25, 2014 to Award Agreements with Bryan A. Shinn.8-K001-3541610.2July 30, 2014
10.17+Joinder Agreement to Second Amended and Restated Credit Agreement, dated as of December 5, 2014.8-K001-3541610.1December 11, 2014
10.18+Form of Nonqualified Stock Option Agreement.10-K001-3541610.2Director February 25, 20152020
10.19+
Change in Control Severance Plan of U.S. Silica Holdings, Inc.

8-K001-3541610.1February 23, 2016
10.20+Amendment dated February 18, 2016 to Employment Agreement by and between U.S. Silica Holdings, Inc. and Bryan Shinn.8-K001-3541610.2February 23, 2016
10.21+
Form of Performance Share Unit Agreement (TSR metric).

10-K001-3541610.4April 27, 2016
10.22*+
Omnibus Amendment dated November 3, 2016 to Award Agreements.

10.23*+
Amendment No. 1 dated November 3, 2016 to Amended and Restated 2011 Incentive Compensation Plan

21.1*
List of subsidiaries of U.S. Silica Holdings, Inc.

23.1*Consent of Independent Registered Public Accounting Firm.
31.1*Rule 13a-14(a)/15(d)-14(a) Certification by Bryan A. Shinn, Chief Executive Officer.
31.2*Rule 13a-14(a)/15(d)-14(a) Certification by Donald A. Merril, Chief Financial Officer.
32.1*Section 1350 Certification by Bryan A. Shinn, Chief Executive Officer.
32.2*Section 1350 Certification by Donald A. Merril, Chief Financial Officer.
95.1*Mine Safety Disclosure
99.1*Consent of PropTester, Inc.
101*101.INS XBRL Instance
101.SCH XBRL Taxonomy Extension Schema
101.CAL XBRL Taxonomy Extension Calculation
101.LAB XBRL Taxonomy Extension Labels
101.PRE XBRL Taxonomy Extension Presentation
101.DEF XBRL Taxonomy Extension Definition
Bonnie Lind   



S-1
#
Schedules have been omitted pursuant to Item 601(b)(2) of Regulation S-K. We will furnish the omitted schedules to the Securities and Exchange Commission upon request by the Commission.

+Management contract or compensatory plan/arrangement
*Filed herewith
We will furnish any of our shareowners a copy of any of the above Exhibits not included herein upon the written request of such shareowner and the payment to U.S. Silica Holdings, Inc. of the reasonable expenses incurred in furnishing such copy or copies.


E-2