Biggest changeSegment Adjusted EBITDA, tons sold, coal sales, other revenues, Segment Adjusted EBITDA Expense, oil & gas royalties, BOE volume, coal royalties and coal royalties tons sold by segment are as follows: Year Ended December 31, 2022 2021 Increase (Decrease) (in thousands) Segment Adjusted EBITDA Illinois Basin Coal Operations $ 420,684 $ 265,292 $ 155,392 58.6 % Appalachia Coal Operations 426,402 172,601 253,801 147.0 % Oil & Gas Royalties 131,168 68,774 62,394 90.7 % Coal Royalties 38,809 33,202 5,607 16.9 % Other, Corporate and Elimination (1) 3,495 9,383 (5,888) (62.8) % Total Segment Adjusted EBITDA (2) $ 1,020,558 $ 549,252 $ 471,306 85.8 % Coal - Tons sold Illinois Basin Coal Operations 24,110 22,264 1,846 8.3 % Appalachia Coal Operations 11,479 10,004 1,475 14.7 % Total tons sold 35,589 32,268 3,321 10.3 % Coal sales Illinois Basin Coal Operations $ 1,219,943 $ 873,930 $ 346,013 39.6 % Appalachia Coal Operations 882,286 512,993 369,293 72.0 % Total coal sales $ 2,102,229 $ 1,386,923 $ 715,306 51.6 % Other revenues Illinois Basin Coal Operations $ 6,822 $ 4,666 $ 2,156 46.2 % Appalachia Coal Operations 1,481 3,940 (2,459) (62.4) % Oil & Gas Royalties 3,039 2,197 842 38.3 % Coal Royalties 56 69 (13) (18.8) % Other, Corporate and Elimination 40,622 27,586 13,036 47.3 % Total other revenues $ 52,020 $ 38,458 $ 13,562 35.3 % Segment Adjusted EBITDA Expense Illinois Basin Coal Operations $ 806,080 $ 613,303 $ 192,777 31.4 % Appalachia Coal Operations 464,029 344,332 119,697 34.8 % Oil & Gas Royalties 13,950 9,943 4,007 40.3 % Coal Royalties 21,871 18,269 3,602 19.7 % Other, Corporate and Elimination (1) (23,497) (33,198) 9,701 29.2 % Total Segment Adjusted EBITDA Expense (2) $ 1,282,433 $ 952,649 $ 329,784 34.6 % Oil & Gas Royalties Volume - BOE (3) 2,208 1,663 545 32.8 % Oil & gas royalties $ 138,402 $ 74,988 $ 63,414 84.6 % Coal Royalties Volume - Tons sold (4) $ 21,780 20,247 $ 1,533 7.6 % Intercompany coal royalties 60,624 $ 51,402 9,222 17.9 % (1) Other, Corporate and Elimination includes the elimination of intercompany coal royalty revenues and expenses between our Coal Royalties Segment and our Coal Operations Segments in addition to the expenses for the other miscellaneous activities included in this category.
Biggest changeTransportation revenues are recognized when title to the coal passes to the customer and recognized in an amount equal to the corresponding transportation expenses. Segment Adjusted EBITDA Our 2022 Segment Adjusted EBITDA increased $475.2 million, or 85.2%, to $1.03 billion from 2021 Segment Adjusted EBITDA of $557.4 million primarily as a result of increased revenues, partially offset by higher operating expenses. 88 Table of Contents Segment Information Year Ended December 31, 2022 (1) 2021 (1) Increase (Decrease) (in thousands) Segment Adjusted EBITDA Illinois Basin Coal Operations $ 420,684 $ 265,292 $ 155,392 58.6 % Appalachia Coal Operations 426,402 172,601 253,801 147.0 % Oil & Gas Royalties 143,179 76,920 66,259 86.1 % Coal Royalties 38,809 33,202 5,607 16.9 % Other, Corporate and Elimination (2) 3,495 9,383 (5,888) (62.8) % Total Segment Adjusted EBITDA (3) $ 1,032,569 $ 557,398 $ 475,171 85.2 % Coal - Tons sold Illinois Basin Coal Operations 24,110 22,264 1,846 8.3 % Appalachia Coal Operations 11,479 10,004 1,475 14.7 % Total tons sold 35,589 32,268 3,321 10.3 % Coal sales Illinois Basin Coal Operations $ 1,219,943 $ 873,930 $ 346,013 39.6 % Appalachia Coal Operations 882,286 512,993 369,293 72.0 % Total coal sales $ 2,102,229 $ 1,386,923 $ 715,306 51.6 % Other revenues Illinois Basin Coal Operations $ 6,822 $ 4,666 $ 2,156 46.2 % Appalachia Coal Operations 1,481 3,940 (2,459) (62.4) % Oil & Gas Royalties 3,837 2,256 1,581 70.1 % Coal Royalties 56 69 (13) (18.8) % Other, Corporate and Elimination 40,622 27,586 13,036 47.3 % Total other revenues $ 52,818 $ 38,517 $ 14,301 37.1 % Segment Adjusted EBITDA Expense Illinois Basin Coal Operations $ 806,080 $ 613,303 $ 192,777 31.4 % Appalachia Coal Operations 464,029 344,332 119,697 34.8 % Oil & Gas Royalties 15,395 11,051 4,344 39.3 % Coal Royalties 21,871 18,269 3,602 19.7 % Other, Corporate and Elimination (2) (23,497) (33,198) 9,701 29.2 % Total Segment Adjusted EBITDA Expense (3) $ 1,283,878 $ 953,757 $ 330,121 34.6 % Oil & Gas Royalties Volume - BOE (4) 2,405 1,877 528 28.1 % Oil & gas royalties $ 151,060 $ 84,183 $ 66,877 79.4 % Coal Royalties Volume - Tons sold (5) 21,780 20,247 1,533 7.6 % Intercompany coal royalties $ 60,624 $ 51,402 $ 9,222 17.9 % (1) Recast for the JC Resources Acquisition.
Interest is payable quarterly, with principal of the Term Loan due in quarterly installments equal to 6.25% of the original principal amount of the Term Loan beginning with the quarter ending June 30, 2023 and the balance payable at maturity.
Interest is payable quarterly, with principal of the Term Loan due in quarterly installments equal to 6.25% of the original principal amount beginning with the quarter ending June 30, 2023 and the balance payable at maturity.
The Credit Agreement is guaranteed by ARLP and certain of its subsidiaries, including the Intermediate Partnership and most of the direct and indirect subsidiaries of Alliance Coal (the "Subsidiary Guarantors"). The Credit Agreement also is secured by substantially all of the assets of the Subsidiary Guarantors and Alliance Coal. For additional information on the Credit Agreement, please see "Item 8.
The Credit Agreement is guaranteed by ARLP and certain of its subsidiaries, including the Intermediate Partnership and most of the direct and indirect subsidiaries of Alliance Coal. The Credit Agreement also is secured by substantially all of the assets of the Subsidiary Guarantors and Alliance Coal. For additional information on the Credit Agreement, please see "Item 8.
Financial Statements and Supplementary Data" where you can find more detailed information in "Note 1 – Organization and Presentation" and "Note 2 – Summary of Significant Accounting Policies" regarding the basis of presentation supporting the following financial information. Executive Overview We are a diversified natural resource company that generates operating and royalty income from the production and marketing of coal to major domestic and international utilities and industrial users as well as royalty income from oil & gas mineral interests located in strategic producing regions across the United States.
Financial Statements and Supplementary Data" where you can find more detailed information in "Note 1 – Organization and Presentation" and "Note 2 – Summary of Significant Accounting Policies" regarding the basis of presentation supporting the following financial information. Executive Overview Organization We are a diversified natural resource company that generates operating and royalty income from the production and marketing of coal to major domestic utilities, industrial users and international customers, as well as royalty income from oil & gas mineral interests located in strategic producing regions across the United States.
ITEM 7. MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS General The following discussion of our financial condition and results of operations should be read in conjunction with the historical financial statements and notes thereto included in "Item 8.
ITEM 7. MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following discussion of our financial condition and results of operations should be read in conjunction with the historical financial statements and notes thereto included in "Item 8.
We believe that the presentation of EBITDA provides useful information to investors regarding our performance and results of operations because EBITDA, when used in conjunction with related GAAP financial measures, (i) provides additional information about our core operating performance and ability to generate and distribute cash flow, (ii) provides investors with the financial analytical framework upon which we base financial, operational, compensation 85 Table of Contents and planning decisions and (iii) presents a measurement that investors, rating agencies and debt holders have indicated is useful in assessing us and our results of operations. Segment Adjusted EBITDA is also used as a supplemental financial measure by our management for reasons similar to those stated in the previous explanation of EBITDA.
We believe that the presentation of EBITDA provides useful information to investors regarding our performance and results of operations because EBITDA, when used in conjunction with related GAAP financial measures, (i) provides additional information about our core operating performance and ability to generate and distribute cash flow, (ii) provides investors with the financial analytical framework upon which we base financial, operational, compensation and planning decisions and (iii) presents a measurement that investors, rating agencies and debt holders have indicated is useful in assessing us and our results of operations. Segment Adjusted EBITDA is also used as a supplemental financial measure by our management for reasons similar to those stated in the previous explanation of EBITDA.
If our assumptions differ from actual experiences, or if changes in the regulatory environment occur, our actual cash expenditures and costs that we incur could be materially different than currently estimated. Shelf Registration Statement In February 2022, we filed with the SEC a universal shelf registration statement which allowed us to issue from time to time an indeterminate amount of debt or equity securities ("2022 Registration Statement").
If our assumptions differ from actual experiences, or if changes in the regulatory environment occur, our actual cash expenditures and costs that we incur could be materially different than currently estimated. Shelf Registration Statement In February 2022, we filed with the SEC a universal shelf registration statement which allows us to issue from time to time an indeterminate amount of debt or equity securities.
Segment Adjusted EBITDA Expense per ton increased $5.88 per ton sold to $33.43 from $27.55 per ton sold in 2021 primarily as a result of inflationary pressures on numerous expense items, including labor-related expenses and supply and maintenance costs, increased sales-related expenses due to higher price realizations, reduced recoveries across the region and lost production due to an unexpected outage caused by a thermal event which lasted approximately four weeks in addition to increased longwall move days at our Hamilton mine during 2022.
Segment Adjusted EBITDA Expense per ton increased 21.3% or $5.88 per ton sold to $33.43 from $27.55 per ton sold in 2021 primarily as a result of inflationary pressures on numerous expense items, including labor-related expenses and supply and maintenance costs, increased sales-related expenses due to higher price realizations, reduced recoveries across the region and lost production due to an unexpected outage caused by a thermal event which lasted approximately four weeks in addition to increased longwall move days at our Hamilton mine during 2022.
Financial Statements and Supplementary Data—Note 8 – Long-Term Debt" for a discussion of our debt obligations. Critical Accounting Policies and Estimates Our discussion and analysis of our financial condition, results of operations, liquidity and capital resources is based on our consolidated financial statements, which have been prepared in accordance with accounting principles generally accepted in the United States.
Financial Statements and Supplementary Data—Note 6 – Long-Term Debt" for a discussion of our debt obligations. Critical Accounting Policies and Estimates Our discussion and analysis of our financial condition, results of operations, liquidity and capital resources is based on our consolidated financial statements, which have been prepared in accordance with accounting principles generally accepted in the United States.
The following critical accounting policies are materially impacted by judgments, assumptions and estimates used in the preparation of our consolidated financial statements: Business Combinations and Goodwill We account for business acquisitions using the purchase method of accounting. See "Item 8. Financial Statements and Supplementary Data—Note 3 – Acquisitions" for more information on the Belvedere and Jase Acquisitions.
The following critical accounting policies are materially impacted by judgments, assumptions and estimates used in the preparation of our consolidated financial statements: Business Combinations We account for business acquisitions using the purchase method of accounting. See "Item 8. Financial Statements and Supplementary Data—Note 3 – Acquisitions" for more information on the Belvedere, Jase and Skyland Acquisitions.
Financial Statements and Supplementary Data—Note 1 – Organization and Presentation," "—Note 3 – Acquisitions" and "—Note 26 – Subsequent Events" of this Annual Report on Form 10-K. Liquidity and Capital Resources Liquidity We have historically satisfied our working capital requirements and funded our capital expenditures, investments, contractual obligations and debt service obligations with cash generated from operations, cash provided by the issuance of debt or equity, borrowings under credit and securitization facilities and other financing transactions.
Financial Statements and Supplementary Data—Note 1 – Organization and Presentation" and "—Note 3 – Acquisitions" of this Annual Report on Form 10-K. Liquidity and Capital Resources Liquidity We have historically satisfied our working capital requirements and funded our capital expenditures, investments, contractual obligations and debt service obligations with cash generated from operations, cash provided by the issuance of debt or equity, borrowings under credit and securitization facilities and other financing transactions.
Depreciation is generally determined on a units-of-production basis and accretion is generally recognized over the life of the producing assets. On at least an annual basis, we review our entire asset retirement obligation liability and make necessary adjustments for permit changes approved by state authorities, changes in the timing of reclamation activities, and revisions to cost 92 Table of Contents estimates and productivity assumptions, to reflect current experience.
Depreciation is generally determined on a units-of-production basis and accretion is generally recognized over the life of the producing assets. On at least an annual basis, we review our entire asset retirement obligation liability and make necessary adjustments for permit changes approved by state authorities, changes in the timing of reclamation activities, and revisions to cost estimates and productivity assumptions, to reflect current experience.
See "Item 8. Financial Statements and Supplementary Data—Note 20 – Asset Retirement Obligations" for additional information. The liability for asset retirement and closing procedures is sensitive to changes in cost estimates, estimated mine lives and timing of post-mine reclamation activities.
See "Item 8. Financial Statements and Supplementary Data—Note 18 – Asset Retirement Obligations" for additional information. The liability for asset retirement and closing procedures is sensitive to changes in cost estimates, estimated mine lives and timing of post-mine reclamation activities.
Under the service cost method used to estimate our pneumoconiosis benefits liability, actuarial gains or losses attributable to changes in actuarial assumptions, such as the discount rate, are amortized over the remaining service period of active miners. The discount rate for workers' compensation and pneumoconiosis is derived by applying the Financial Times Stock Exchange Pension Discount Curve to the projected liability payout.
Under the service cost method used to 95 Table of Contents estimate our pneumoconiosis benefits liability, actuarial gains or losses attributable to changes in actuarial assumptions, such as the discount rate, are amortized over the remaining service period of active miners. The discount rate for workers' compensation and pneumoconiosis is derived by applying the Financial Times Stock Exchange Pension Discount Curve to the projected liability payout.
Following are examples of how these estimates affect financial results: 90 Table of Contents ● an increase (decrease) in estimated proved oil & gas reserves can reduce (increase) our units of production depreciation, depletion and amortization rates; and ● changes in oil & gas reserves and estimated market prices both impact projected future cash flows from our mineral interests.
Following are examples of how these estimates affect financial results: ● an increase (decrease) in estimated proved oil & gas reserves can reduce (increase) our units of production depreciation, depletion and amortization rates; and ● changes in oil & gas reserves and estimated market prices both impact projected future cash flows from our mineral interests.
A one-percentage-point reduction in the discount rate would have increased operating expense by approximately $2.6 million at December 31, 2022. We limit our exposure to traumatic injury claims by purchasing a high deductible insurance policy that starts paying benefits after deductibles for a particular claim year have been met.
A one-percentage-point reduction in the discount rate would have increased operating expense by approximately $2.4 million at December 31, 2023. We limit our exposure to traumatic injury claims by purchasing a high deductible insurance policy that starts paying benefits after deductibles for a particular claim year have been met.
The Credit Agreement provides for a $425 million revolving credit facility, which includes a sublimit of $15.0 million for swingline borrowings and permits the issuance of letters of credit of up to the full amount of $425 million (the "Revolving Credit Facility"), and for a term loan in an aggregate principal amount of $75 million (the "Term Loan").
The Credit Agreement provides for a $425 million revolving credit facility, which includes a sublimit of $15.0 million for swingline 92 Table of Contents borrowings and permits the issuance of letters of credit of up to the full amount of $425 million, and for a term loan in an aggregate principal amount of $75 million.
We also have an "all other" category referred to as Other, Corporate and Elimination. Our two Coal Operations reportable segments correspond to major coal producing regions in the eastern United States with similar economic characteristics including coal quality, geology, coal marketing opportunities, mining 80 Table of Contents and transportation methods and regulatory issues.
We also have an "all other" category referred to as Other, Corporate and Elimination. Our two coal operations reportable segments correspond to major coal producing regions in the eastern United States with similar economic characteristics including coal quality, geology, coal marketing opportunities, mining and transportation methods and regulatory issues.
Segment Adjusted EBITDA Expense per ton increased 17.4% to $40.42 compared to $34.42 per ton sold in 2021, as a result of inflationary pressures on numerous expense items, including labor-related expenses and supply and maintenance costs, increased sales-related expenses due to higher price realizations, reduced recoveries at our Mettiki and MC Mining operations and increased longwall move days at our Tunnel Ridge and Mettiki mines during 2022. Oil & Gas Royalties – Segment Adjusted EBITDA increased to $131.2 million for 2022 from $68.8 million in 2021.
Segment Adjusted EBITDA Expense per ton increased 17.4% to $40.42 compared to $34.42 per ton sold in 2021, as a result of inflationary pressures on numerous expense items, including labor-related expenses and supply and maintenance costs, increased sales-related expenses due to higher price realizations, reduced recoveries at our Mettiki and MC Mining operations and increased longwall move days at our Tunnel Ridge and Mettiki mines during 2022. Oil & Gas Royalties – Segment Adjusted EBITDA increased to $143.2 million for 2022 from $76.9 million in 2021.
Volumes increased by 32.8% to 2.2 million BOE sold in 2022 compared to 1.7 million BOE sold in 2021 as a result of increased drilling and completion activities and additional volumes from oil & gas mineral interest acquisitions completed during 2022. Coal Royalties – Segment Adjusted EBITDA increased 16.9% to $38.8 million for 2022 from $33.2 million in 2021.
Volumes increased by 28.1% to 2.4 million BOE sold in 2022 compared to 1.9 million BOE sold in 2021 as a result of increased drilling and completion activities and additional volumes from oil & gas mineral interest acquisitions completed during 2022. Coal Royalties – Segment Adjusted EBITDA increased 16.9% to $38.8 million for 2022 from $33.2 million in 2021.
The results of operations of acquired businesses are included in the consolidated financial statements from the acquisition date. For the Belvedere and Jase Acquisitions, we determined a fair value for the acquired mineral interests using an income approach consisting of discounted cash flow models.
The results of operations of acquired businesses are included in the consolidated financial statements from the acquisition date. 94 Table of Contents For the Belvedere, Jase and Skyland Acquisitions, we determined a fair value for the acquired mineral interests using an income approach consisting of discounted cash flow models.
Market for Registrant's Common Equity, Related Unitholder Matters and Issuer Purchases of Equity Securities" for more information on the unit repurchase program. 87 Table of Contents Revolving Credit Facility — On January 13, 2023, Alliance Coal entered into a Credit Agreement (the "Credit Agreement") with various financial institutions.
Market for Registrant's Common Equity, Related Unitholder Matters and Issuer Purchases of Equity Securities" for more information on the unit repurchase program. Revolving Credit Facility On January 13, 2023, Alliance Coal entered into the Credit Agreement with various financial institutions.
The increase of $0.87 per ton produced was primarily as a result of inflationary cost pressures. ● Production taxes and royalty expenses per ton incurred as a percentage of coal sales prices and volumes increased $0.68 per produced ton sold in 2022 compared to 2021 primarily as a result of higher price realizations, partially offset by a temporary decrease in the federal black lung excise tax, from January 1, 2022 to September 30, 2022, a favorable mix of tons sold mined in states with severance taxes and decreased excise taxes per ton resulting from a greater mix of export shipments . Oil & gas royalties .
The increase of $0.85 per ton produced was primarily as a result of inflationary cost pressures. ● Production taxes and royalty expenses per ton incurred as a percentage of coal sales prices and volumes increased $0.68 per produced ton sold in 2022 compared to 2021 primarily as a result of higher price realizations, partially offset by a temporary decrease in the federal black lung excise tax, from January 1, 2022 to September 30, 2022, a favorable mix of tons sold mined in states with severance taxes and decreased excise taxes per ton resulting from a greater mix of export shipments . Oil & gas royalties Oil & gas royalty revenues increased to $151.1 million in 2022 compared to $84.2 million for 2021.
Examples of these types of costs, common to both types of mining, include, but are not limited to, removing or covering refuse piles and settling ponds, water treatment obligations, and dismantling preparation plants, other facilities and roadway infrastructure. Accrued liabilities of $149.8 million and $131.1 million for these costs are recorded at December 31, 2022 and 2021, respectively.
Examples of these types of costs, common to both types of mining, include, but are not limited to, removing or covering refuse piles and settling ponds, water treatment obligations, and dismantling preparation plants, other facilities and roadway infrastructure. Accrued liabilities of $150.4 million and $149.8 million for these costs are recorded at December 31, 2023 and 2022, respectively.
The increase of $3.60 per ton produced primarily reflects inflationary cost pressures including increases of $1.11 per ton for roof support, $0.47 per ton for ventilation related expenses, $0.47 per ton for power and fuel, $0.39 per ton for contract labor used in the mining process, $0.37 per ton for various preparation plant expenses and $0.26 per ton for environmental and reclamation expenses other than longwall subsidence. ● Maintenance expenses per ton produced increased 31.4% to $3.64 per ton in 2022 from $2.77 per ton in 2021.
The increase of $3.38 per ton produced primarily reflects inflationary cost pressures including increases of $1.11 per ton for roof support, $0.47 per ton for ventilation related expenses, $0.43 per ton for power and fuel, $0.39 per ton for contract labor used in the mining process, $0.37 per ton for various preparation plant expenses and $0.26 per ton for environmental and reclamation expenses other than longwall subsidence. ● Maintenance expenses per ton produced increased 30.7% to $3.62 per ton in 2022 from $2.77 per ton in 2021.
We had accrued liabilities of $104.3 million and $111.3 million for the pneumoconiosis benefits at December 31, 2022 and 2021, respectively. A one-percentage-point reduction in the discount rate would have increased the expense recognized for the year ended December 31, 2022 by approximately $3.0 million.
We had accrued liabilities of $132.4 million and $104.3 million for the pneumoconiosis benefits at December 31, 2023 and 2022, respectively. A one-percentage-point reduction in the discount rate would have increased the expense recognized for the year ended December 31, 2023 by approximately $1.4 million.
The maximum limit in the commercial property program is $100.0 million per occurrence, excluding a $1.5 million deductible for property damage, a 75 or 90 day waiting period for underground business interruption depending on the mining complex and an additional $25.0 million overall aggregate deductible.
The maximum limit in the commercial property program is $100.0 million per occurrence, excluding a $1.5 million deductible for property damage, a 75 or 90 day waiting period for underground business interruption depending on the mining complex and an additional $25.0 million overall aggregate deductible. We retained a 7.25% participating interest in our current commercial property insurance program.
The preparation of our consolidated financial statements requires management to make estimates and assumptions that affect the reported amounts and disclosures in the consolidated financial statements. We base our estimates on historical experience and on various other assumptions that we believe are reasonable under the circumstances.
The preparation of our consolidated financial statements requires management to make estimates and assumptions that affect the reported amounts and disclosures in the consolidated financial statements. We base our estimates on historical experience and on various other assumptions that we believe are reasonable under the circumstances. We discuss these estimates and judgments with the Audit Committee periodically.
The availability and cost of additional capital will depend upon prevailing market conditions, the market price of our common units and several other factors over which we have limited control, as well as our financial condition and results of operations. 88 Table of Contents We use a combination of surety bonds and letters of credit to secure our financial obligations for reclamation, workers' compensation and other obligations as follows as of December 31, 2022: Workers' Reclamation Compensation Obligation Obligation Other Total (in millions) Surety bonds $ 174.3 $ 58.8 $ 11.3 $ 244.4 Letters of credit — 41.0 16.8 57.8 Insurance Effective December 1, 2022, we renewed our property and casualty insurance program through October 1, 2023.
The availability and cost of additional capital will depend upon prevailing market conditions, the market price of our common units and several other factors over which we have limited control, as well as our financial condition and results of operations. We use a combination of surety bonds and letters of credit to secure our financial obligations for reclamation, workers' compensation and other obligations as follows as of December 31, 2023: Workers' Reclamation Compensation Obligation Obligation Other Total (in millions) Surety bonds $ 173.5 $ 58.4 $ 15.0 $ 246.9 Letters of credit — 41.0 16.8 57.8 Insurance Effective October 1, 2023, we renewed our property and casualty insurance program through September 30, 2024.
Discounting resulted in reducing the accrual for asset retirement obligations by $110.4 million and $98.3 million at December 31, 2022 and 2021. We estimate that the aggregate undiscounted cost of final mine closure is approximately $260.2 million and $229.4 million at December 31, 2022 and 2021, respectively.
Discounting resulted in reducing the accrual for asset retirement obligations by $116.2 million and $110.4 million at December 31, 2023 and 2022. We estimate that the aggregate undiscounted cost of final mine closure is approximately $266.6 million and $260.2 million at December 31, 2023 and 2022, respectively.
See "Item 8. Financial Statements and Supplementary Data—Note 21 – Accrued Workers' Compensation and Pneumoconiosis Benefits" for additional discussion. We had accrued liabilities for workers' compensation of $49.5 million and $53.4 million for these costs at December 31, 2022 and 2021, respectively.
See "Item 8. Financial Statements and Supplementary Data—Note 19 – Accrued Workers' Compensation and Pneumoconiosis Benefits" for additional discussion. We had accrued liabilities for workers' compensation of $48.0 million and $49.5 million for these costs at December 31, 2023 and 2022, respectively.
We provide for these claims through self-insurance programs. Our pneumoconiosis benefits liability is calculated using the service cost method based on the actuarial present value of the estimated pneumoconiosis benefits obligation. Our actuarial calculations are based on numerous assumptions including disability incidence, medical costs, mortality, death benefits, dependents and discount rates.
Our pneumoconiosis benefits liability is calculated using the service cost method based on the actuarial present value of the estimated pneumoconiosis benefits obligation. Our actuarial calculations are based on numerous assumptions including disability incidence, medical costs, mortality, death benefits, dependents and discount rates.
Financial Statements and Supplementary Data—Note 8 – Long-Term Debt," "—Note 10 – Leases," "—Note 17 – Employee Benefit Plans," "—Note 20 – Asset Retirement Obligations," "—Note 21 – Accrued Workers' Compensation and Pneumoconiosis Benefits" and "—Note 23 – Commitments and Contingencies." We will continue to have significant cash requirements over the long term, which may require us to incur debt or seek additional equity capital.
Financial Statements and Supplementary Data—Note 6 – Long-Term Debt," "—Note 8 – Leases," "—Note 15 – Employee Benefit Plans," "—Note 18 – Asset Retirement Obligations," "—Note 19 – Accrued Workers' Compensation and Pneumoconiosis Benefits" and "—Note 21 – Commitments and Contingencies." We will 93 Table of Contents continue to have significant cash requirements over the long term, which may require us to incur debt or seek additional equity capital.
There were no material adjustments to the liability associated with these assumptions for the year ended December 31, 2021. While the precise amount of these future costs cannot be determined with certainty, we have estimated the costs and timing of future asset retirement obligations escalated for inflation, then discounted and recorded at the present value of those estimates.
Adjustments to the liability associated with these assumptions resulted in an increase of $17.4 million for the year ended December 31, 2022. While the precise amount of these future costs cannot be determined with certainty, we have estimated the costs and timing of future asset retirement obligations escalated for inflation, then discounted and recorded at the present value of those estimates.
On a per ton basis, Segment Adjusted EBITDA Expense for our coal operations increased 21.5% to $36.73 per ton sold in 2022 compared to $30.24 per ton in 2021, primarily due to certain cost increases, which are discussed below by category: ● Labor and benefit expenses per ton produced, excluding workers' compensation, increased 14.9% to $10.95 per ton in 2022 from $9.53 per ton in 2021.
On a per ton basis, Segment Adjusted EBITDA Expense for our coal operations increased 20.8% to $35.91 per ton sold in 2022 compared to $29.73 per ton in 2021, primarily due to certain cost increases, which are discussed below by category: ● Labor and benefit expenses per ton produced, excluding workers' compensation, increased 14.6% to $10.65 per ton in 2022 from $9.29 per ton in 2021.
The increase of $62.4 million was primarily due to higher sales price realizations, which increased 39.1% to $62.70 per BOE, and increased volumes in 2022.
The increase of $66.3 million was primarily due to higher sales price realizations, which increased 40.1% to $62.83 per BOE, and increased volumes in 2022.
We monitor and analyze our coal royalty sales volumes from our various mining subsidiaries for coal leased by Alliance Resource Properties for consistency with our Coal Operations segments and for trend analysis. 81 Table of Contents Coal Royalty Revenue per Ton. We define coal royalty revenue per ton as total coal royalties divided by royalty tons sold.
We review price per BOE to evaluate performance against budget and for trend analysis. Coal Royalty Tons sold We monitor and analyze our coal royalty sales volumes from our various mining subsidiaries for coal leased by Alliance Resource Properties for consistency with our coal operations segments and for trend analysis. Coal Royalty Revenue per Ton We define coal royalty revenue per ton as total coal royalties divided by royalty tons sold.
Financial Statements and Supplementary Data—Note 22 – Related-Party Transactions" for a discussion of our related-party transactions. Accruals of Other Liabilities We had accruals for other liabilities, including current obligations, totaling $395.3 million and $318.9 million at December 31, 2022 and 2021, respectively.
Financial Statements and Supplementary Data—Note 20 – Related-Party Transactions" for a discussion of our related-party transactions. 96 Table of Contents Accruals of Other Liabilities We had accruals for other liabilities, including current obligations, totaling $398.4 million and $395.3 million at December 31, 2023 and 2022, respectively.
We discuss these estimates and judgments with the audit committee of the Board of Directors ("Audit Committee") periodically. Actual results may differ from these estimates. We have provided a description of all significant accounting policies in the notes to our consolidated financial statements.
Actual results may differ from these estimates. We have provided a description of all significant accounting policies in the notes to our consolidated financial statements.
Our Coal Royalties reportable segment includes coal mineral reserves and resources owned or leased by Alliance Resource Properties, which are either a) leased to our mining complexes or (b) near our coal mining operations but not yet leased. ● The Illinois Basin Coal Operations reportable segment includes (a) the Gibson County Coal mining complex, (b) the Warrior mining complex, (c) the River View mining complex and (d) the Hamilton mining complex.
Our Coal Royalties reportable segment includes coal mineral reserves and resources owned or leased by Alliance Resource Properties. ● The Illinois Basin Coal Operations reportable segment includes (a) the Gibson mining complex, (b) the Warrior mining complex, (c) the River View mining complex and (d) the Hamilton mining complex. The segment also includes our Mt.
We believe that the presentation of EBITDA provides useful information to investors regarding our performance and results of operations because EBITDA, when used in conjunction with related Generally Accepted Accounting Principles ("GAAP") financial measures, (i) provides additional information about our core operating performance and ability to generate and distribute cash flow, (ii) provides investors with the financial analytical framework upon which we base financial, operational, compensation and planning decisions and (iii) presents a measurement that investors, rating agencies and debt holders have indicated is useful in assessing us and our results of operations. Segment Adjusted EBITDA.
We believe that the presentation of EBITDA provides useful information to investors regarding our performance and results of operations because EBITDA, when used in conjunction with related GAAP financial measures, (i) provides additional information about our core operating performance and ability to generate and distribute cash flow, (ii) provides investors with the financial analytical framework upon which we base financial, operational, compensation and planning decisions and (iii) presents a measurement that investors, rating agencies and debt holders have indicated is useful in assessing us and our results of operations. 82 Table of Contents Segment Adjusted EBITDA We define Segment Adjusted EBITDA (a non-GAAP financial measure) as net income attributable to ARLP before net interest expense, income taxes, depreciation, depletion and amortization and general and administrative expense.
The exclusion of corporate general and administrative expenses from Segment Adjusted EBITDA Expense allows management to focus solely on the evaluation of segment operating performance as it primarily relates to our operating expenses. The following is a reconciliation of operating expenses, the most comparable GAAP financial measure, to consolidated Segment Adjusted EBITDA Expense: Year Ended December 31, 2022 2021 (in thousands) Operating expenses (excluding depreciation, depletion and amortization) $ 1,286,635 $ 943,257 Outside coal purchases 151 6,372 Other expense (income) (4,353) 3,020 Segment Adjusted EBITDA Expense $ 1,282,433 $ 952,649 86 Table of Contents Ongoing Acquisition Activities Consistent with our business strategy, from time to time we engage in discussions with potential sellers regarding our possible acquisitions of certain assets and/or companies of the sellers.
The exclusion of corporate general and administrative expenses from Segment Adjusted EBITDA Expense allows management to focus solely on the evaluation of segment operating performance as it primarily relates to our operating expenses. The following is a reconciliation of operating expenses, the most comparable GAAP financial measure, to consolidated Segment Adjusted EBITDA Expense: Year Ended December 31, 2023 2022 2021 (in thousands) Operating expenses (excluding depreciation, depletion and amortization) $ 1,368,787 $ 1,288,082 $ 944,419 Outside coal purchases 36,149 151 6,372 Other expense (income) (218) (4,355) 2,966 Segment Adjusted EBITDA Expense $ 1,404,718 $ 1,283,878 $ 953,757 91 Table of Contents Ongoing Acquisition Activities Consistent with our business strategy, from time to time we engage in discussions with potential sellers regarding our possible acquisitions of certain assets and/or companies of the sellers.
The increase of $1.42 per ton was primarily due to higher labor costs at several mines. ● Material and supplies expenses per ton produced increased 34.3% to $14.10 per ton in 2022 from $10.50 per ton in 2021.
The increase of $1.36 per ton was primarily due to higher labor costs at several mines. ● Material and supplies expenses per ton produced increased 32.8% to $13.67 per ton in 2022 from $10.29 per ton in 2021.
Primary measurements include the following: (1) raw and saleable tons produced per unit shift; (2) coal sales price per ton; (3) BOE sold; (4) price per BOE; (5) coal royalty tons sold; (6) coal royalty revenue per ton; (7) Segment Adjusted EBITDA Expense per ton; (8) EBITDA; and (9) Segment Adjusted EBITDA. Raw and Saleable Tons Produced per Unit Shift.
Primary measurements include the following: (1) coal sales price per ton; (2) BOE sold; (3) price per BOE; (4) coal royalty tons sold; (5) coal royalty revenue per ton; (6) Segment Adjusted EBITDA Expense per ton; (7) EBITDA; and (8) Segment Adjusted EBITDA. Coal Sales Price per Ton We define coal sales price per ton as total coal sales divided by tons sold.
We also regularly compare projected volumes to actual volumes reported and investigate unexpected variances. Price per BOE. We define price per BOE as total oil & gas royalties divided by BOE produced. We review price per BOE to evaluate performance against budget and for trend analysis. Coal Royalty Tons sold .
We also regularly compare projected volumes to actual volumes reported and investigate unexpected variances. Price per BOE We define price per BOE as total oil & gas royalties divided by BOE produced.
Improved coal demand in both the domestic and export markets during 2022 drove coal sales volumes higher by 10.3% to 35.6 million tons sold compared to 32.3 million tons sold in 2021. Coal - Segment Adjusted EBITDA Expense .
Improved coal demand in both the domestic and export markets during 2022 drove coal sales volumes higher by 10.3% to 35.6 million tons sold compared to 32.3 million tons sold in 2021. Coal - Segment Adjusted EBITDA Expense Segment Adjusted EBITDA Expense for our coal operations increased 33.2% to $1.28 billion, as a result of higher coal sales volumes and inflationary cost pressures.
Oil & gas royalty revenues increased to $138.4 million in 2022 compared to $75.0 million for 2021. The increase of $63.4 million was primarily due to significantly higher sales price realizations per BOE and volumes in 2022. Other revenues . Other revenues principally comprised Matrix Design sales, Mt. Vernon transloading revenues and other miscellaneous sales and revenue activities.
The increase of $66.9 million was primarily due to significantly higher sales price realizations per BOE and volumes in 2022. Other revenues Other revenues principally comprised Matrix Design sales, Mt. Vernon transloading revenues and other miscellaneous sales and revenue activities. Other revenues increased to $52.8 million in 2022 from $38.5 million in 2021.
For our coal royalty interests business, the principal expenses are royalty expenses and production and ad valorem taxes. Our primary business strategy is to create sustainable, capital-efficient growth in available cash to maximize unitholder returns by: ● expanding our operations by adding and developing mines and coal mineral reserves and resources in existing, adjacent or neighboring properties; ● extending the lives of our current mining operations through the acquisition and development of coal mineral reserves and resources using our existing infrastructure; ● continuing to make productivity improvements to remain a low-cost producer in each region in which we operate; ● strengthening our position with existing and future customers by offering a broad range of coal qualities, transportation alternatives and customized services; ● developing strategic relationships to take advantage of opportunities within the coal and oil & gas industries and in other industries inside and outside of the Maser Limited Partnership sector; ● continuing to make investments in oil & gas mineral interests and coal royalty interests in various geographic locations within producing basins in the continental United States; and ● continuing to identify and make strategic investments in the advancement of energy and related infrastructure opportunities to leverage our core competencies. As of December 31, 2022, we had four reportable segments: Illinois Basin Coal Operations, Appalachia Coal Operations, Oil & Gas Royalties and Coal Royalties.
Risk Factors". Business Strategy Our primary business strategy is to create sustainable, capital-efficient growth in available cash to maximize unitholder returns by: ● expanding our coal operations by adding and developing mines and coal mineral reserves and resources in existing, adjacent or neighboring properties; ● extending the lives of our current mining operations through the acquisition and development of coal mineral reserves and resources using our existing infrastructure; ● continuing to make productivity improvements to remain a low-cost coal producer in each region in which we operate; ● strengthening our position with existing and future customers by offering a broad range of coal qualities, transportation alternatives and customized services; ● developing strategic relationships to take advantage of opportunities within the coal and oil & gas industries and in other industries inside and outside of the Master Limited Partnership sector; ● continuing to make investments in oil & gas mineral interests in various geographic locations within producing basins in the continental United States; 81 Table of Contents ● strengthen and expand our technology company, Matrix Group, as we continue to develop and market industrial, mining and technology products and services worldwide; and ● continuing to identify and make strategic investments in the advancement of energy and related infrastructure opportunities to leverage our core competencies and build platforms for future lines of business with long-term growth and cash flow generation. How We Evaluate Our Performance Our management uses a variety of financial and operational measurements to analyze our performance.
Our receivables for traumatic injury claims under this policy as of December 31, 2022 and 2021 are $4.1 million and $5.7 million, respectively. Coal mining companies are subject to Federal Coal Mine Health and Safety Act of 1969, as amended, and various state statutes for the payment of medical and disability benefits to eligible recipients related to coal worker's pneumoconiosis, or black lung.
Our receivables for traumatic injury claims under this policy as of December 31, 2023 and 2022 were $4.1 million. Coal mining companies are subject to FMSHA and various state statutes for the payment of medical and disability benefits to eligible recipients related to coal worker's pneumoconiosis, or black lung. We provide for these claims through self-insurance programs.
Thus, from time to time, our results of operations may be significantly affected by changes to these liabilities. Please see "Item 8. Financial Statements and Supplementary Data—Note 20 – Asset Retirement Obligations" and "—Note 21 – Accrued Workers' Compensation and Pneumoconiosis Benefits." Inflation Any future inflationary or deflationary pressures could adversely affect the results of our operations.
Thus, from time to time, our results of operations may be significantly affected by changes to these liabilities. Please see "Item 8. Financial Statements and Supplementary Data—Note 18 – Asset Retirement Obligations" and "—Note 19 – Accrued Workers' Compensation and Pneumoconiosis Benefits." New Accounting Standards See "Item 8.
Income tax expense increased to $54.0 million for 2022 compared to $0.4 million for 2021 as a result of Alliance Minerals' election during 2022 to be treated as a taxable entity for federal and state income tax purposes.
The increase of $14.3 million was primarily due to increased sales of mining technology products by our Matrix Design subsidiary. Income tax expense Income tax expense increased to $54.0 million for 2022 compared to $0.4 million for 2021 as a result of Alliance Minerals' election during 2022 to be treated as a taxable entity for federal and state income tax purposes.
Adjustments to the liability associated with these assumptions resulted in an increase of $17.4 million for the year ended December 31, 2022.
Adjustments to the liability associated with these assumptions resulted in a decrease of $1.5 million for the year ended December 31, 2023.
We recognized a one-time non-cash income tax charge of $37.3 million and income tax expense of $17.5 million during 2022 related to Alliance Minerals. Please read "Item 8. Financial Statements and Supplementary Data—Note 9 – Income Taxes." Transportation revenues and expenses . Transportation revenues and expenses were $113.9 million and $69.6 million for 2022 and 2021, respectively.
We recognized a one-time non-cash income tax charge of $37.3 million and income tax expense of $17.5 million during 2022 related to Alliance Minerals. Please read "Item 8.
As of February 24, 2023, we had not utilized any amounts available under the 2022 Registration Statement. Related – Party Transactions See "Item 8.
As of February 23, 2024, we had not issued any debt or equity under the 2022 Registration Statement. Related – Party Transactions See "Item 8.
Financial Statements and Supplementary Data—Note 3 – Acquisitions" for more information on the Boulders, Belvedere and Jase Acquisitions. Net cash used in financing activities was $214.9 million for 2022 compared to $215.7 million for 2021.
See "Item 8. Financial Statements and Supplementary Data—Note 3 – Acquisitions" for more information on the Belvedere, Jase, JC Resources and Skyland Acquisitions. Net cash used in financing activities was $507.1 million for 2023 compared to $225.4 million for 2022.
In addition, we continue to position ourselves as a reliable energy provider for the future as we pursue opportunities that support the advancement of energy and related infrastructure. We intend to pursue strategic investments that leverage our core competencies and relationships with electric utilities, industrial customers, and federal and state governments.
In addition, we continue to position ourselves as a reliable energy provider for the future as we pursue opportunities that support the advancement of energy and related infrastructure.
Vernon coal-loading terminal in Indiana which operates on the Ohio River, Mid-America Carbonates, LLC ("MAC") and other support services, and our non-operating mining complexes. ● The Appalachia Coal Operations reportable segment includes (a) the Mettiki mining complex, (b) the Tunnel Ridge mining complex and (c) the MC Mining mining complex. ● The Oil & Gas Royalties reportable segment includes oil & gas mineral interests held by AR Midland and AllDale I & II and includes Alliance Minerals' equity method investment in AllDale III. ● The Coal Royalties reportable segment includes coal mineral reserves and resources owned or leased by Alliance Resource Properties that are (a) leased to certain of our mining complexes in both the Illinois Basin Coal Operations and Appalachia Coal Operations reportable segments or (b) located near our operations and external mining operations.
Vernon coal-loading terminal in Indiana which operates on the Ohio River, MAC and other support services, and our idled or closed mining complexes. 80 Table of Contents ● The Appalachia Coal Operations reportable segment includes (a) the Mettiki mining complex, (b) the Tunnel Ridge mining complex and (c) the MC Mining mining complex. ● The Oil & Gas Royalties reportable segment includes oil & gas mineral interests held by Alliance Minerals as well as our equity interests in AllDale III. ● The Coal Royalties reportable segment includes substantially all of our coal mineral resources and the majority of our coal mineral reserves owned or leased by Alliance Resource Properties.
Financial Statements and Supplementary Data—Note 8 – Long-Term Debt," Mine Development Project — In 2022, we began development of River View's Mine No. 2 and continued in 2023. We currently anticipate deploying capital of approximately $42.0 million in 2023 and $24.0 million in 2024 to complete the project.
Financial Statements and Supplementary Data—Note 6 – Long-Term Debt". Mine Development Project In 2022, we began development of the Henderson County mine which continued through 2023 and into 2024. We have deployed capital of $69.3 million through 2023 and currently anticipate deploying capital of approximately $36.5 million in 2024 to complete the project.
The increase in cash provided by operating activities was primarily due to an increase in net income adjusted for non-cash items, partially offset by unfavorable working capital changes primarily related to trade receivables. Net cash used in investing activities was $403.3 million for 2022 compared to $142.7 million for 2021.
The increase in cash provided by operating activities was primarily due to increases in net income adjusted for non-cash items and favorable working capital changes primarily related to trade receivables.
In addition, the exclusion of corporate general and administrative expenses from consolidated Segment Adjusted EBITDA allows management to focus solely on the evaluation of segment operating profitability as it relates to our revenues and operating expenses, which are primarily controlled by our segments. The following is a reconciliation of net income, the most comparable GAAP financial measure, to consolidated Segment Adjusted EBITDA: Year Ended December 31, 2022 2021 (in thousands) Net income $ 579,148 $ 178,755 Noncontrolling interest (1,958) (598) Net income attributable to ARLP $ 577,190 $ 178,157 General and administrative 80,334 70,160 Depreciation, depletion and amortization 273,759 261,377 Interest expense, net 35,297 39,141 Income tax expense 53,978 417 Consolidated Segment Adjusted EBITDA $ 1,020,558 $ 549,252 Segment Adjusted EBITDA Expense (a non-GAAP financial measure) includes operating expenses, coal purchases and other expense (income).
In addition, the exclusion of corporate general and administrative expenses from consolidated Segment Adjusted EBITDA allows management to focus solely on the evaluation of segment operating profitability as it relates to our revenues and operating expenses, which are primarily controlled by our segments. 90 Table of Contents The following is a reconciliation of net income, the most comparable GAAP financial measure, to consolidated Segment Adjusted EBITDA: Year Ended December 31, 2023 2022 2021 (in thousands) Net income $ 636,170 $ 588,158 $ 183,369 Noncontrolling interest (6,052) (1,958) (598) Net income attributable to ARLP $ 630,118 $ 586,200 $ 182,771 General and administrative 79,096 80,425 70,275 Depreciation, depletion and amortization 267,982 276,670 264,794 Interest expense, net 26,697 35,296 39,141 Income tax expense 8,280 53,978 417 Consolidated Segment Adjusted EBITDA $ 1,012,173 $ 1,032,569 $ 557,398 Segment Adjusted EBITDA Expense (a non-GAAP financial measure) includes operating expenses, coal purchases and other expense (income).
We expect to fund the project with cash from operations or borrowings under our credit facilities. We anticipate the new mine will enable us to access an additional 109.5 million clean recoverable tons of coal. Cash Flows Cash provided by operating activities was $791.8 million for 2022 compared to $425.2 million for 2021.
We anticipate the new mine will enable us to access an additional 109.5 million clean recoverable tons of coal. Cash Flows Cash provided by operating activities was $830.6 million for 2023 compared to $802.3 million for 2022.
Coal sales price realizations increased by 37.4% in 2022 to a record $59.07 per ton sold, compared to $42.98 per ton sold during 2021, due to favorable market conditions.
The increase was attributable to a price variance of $572.6 million due to higher average coal sales prices and a volume variance of $142.7 million resulting from increased tons sold. Coal sales price realizations increased by 37.4% in 2022 to $59.07 per ton sold, compared to $42.98 per ton sold during 2021, due to favorable market conditions.
Approximately two-thirds of the coal sold by our Coal Operations' mines is leased from our Coal Royalties entities. ● Other, Corporate and Elimination includes marketing and administrative activities, the Matrix Group, our investments in Francis, Infinitum and NGP ETP IV (see "Item 8.
Approximately 60% of the coal sold by our coal operations' mines was leased from our Coal Royalties entities. ● Other, Corporate and Elimination includes marketing and administrative activities, the Matrix Group , our investments in Francis, Infinitum, NGP ET IV and Ascend, Wildcat Insurance, which assists the ARLP Partnership with its insurance requirements, AROP Funding and Alliance Resource Finance Corporation (both discussed in "Item 8.
The decrease in cash used in financing activities was primarily attributable to reduced net borrowings and payments on equipment financings, and on the revolving credit and securitization facilities, mostly offset by increased distributions to partners. Cash Requirements We currently estimate our 2023 annual cash requirements, including capital expenditures, scheduled payments on long-term debt, lease obligations, asset retirement obligation costs and workers' compensation and pneumoconiosis, to be in a range of $757.0 million to $807.0 million.
The increase in cash used in financing activities was primarily attributable to increased cash distributions paid to unitholders, increased net payments on long-term debt, purchases of units under our unit repurchase program, debt issuance costs, and payments for purchase of units and tax withholdings related to settlements under deferred compensation plans. Cash Requirements We currently estimate our 2024 annual cash requirements, including capital expenditures, scheduled payments on long-term debt, lease obligations, asset retirement obligation costs and workers' compensation and pneumoconiosis, to be in a range of $728.0 million to $778.0 million.
(2) For definitions of Segment Adjusted EBITDA and Segment Adjusted EBITDA Expense and related reconciliations to their respective comparable GAAP financial measures, please see below under "—Reconciliation of GAAP 'net income' to non-GAAP 'Segment Adjusted EBITDA' and reconciliation of GAAP 'Operating Expenses' to non-GAAP 'Segment Adjusted EBITDA Expense.'" 84 Table of Contents (3) BOE for natural gas is calculated on a 6:1 basis (6,000 cubic feet of natural gas to one barrel).
(3) For definitions of Segment Adjusted EBITDA and Segment Adjusted EBITDA Expense and related reconciliations to their respective comparable GAAP financial measures, please see below under "— Reconciliation of Non-GAAP Financial Measures." (4) BOE for natural gas is calculated on a 6:1 basis (6,000 cubic feet of natural gas to one barrel). 85 Table of Contents (5) Represents tons sold by our coal operations segments associated with coal reserves leased from our Coal Royalties Segment. Illinois Basin Coal Operations – Segment Adjusted EBITDA increased 22.2% to $514.1 million in 2023 from $420.7 million in 2022.
The increase in cash used in investing activities was primarily attributable to an increase in capital expenditures, purchases of equity securities, payments for the Belvedere and Jase Acquisitions in 2022 and contributions to equity method investments, partially offset by payments for the Boulders Acquisition in 2021. See "Item 8.
The increase in cash used in investing activities was primarily attributable to increases in capital expenditures, acquisitions of oil & gas reserves including the JC Resources and Skyland Acquisitions, and changes in accounts payable and accrued liabilities. These increases were partially offset by payments for the Belvedere and Jase Acquisitions, and contributions to equity method investments in 2022.
For additional information about our energy and infrastructure investments, please see "Business — New Venture Investments." Unit Repurchase Program — In May 2018, the Board of Directors approved the establishment of a unit repurchase program authorizing us to repurchase up to $100 million of ARLP common units.
For additional information about our energy and infrastructure investments, please see "Business — Growth Investments and Opportunities." Unit Repurchase Program In January 2023, the Board of Directors authorized a $93.5 million increase to the unit repurchase program. As a result, we were authorized to repurchase up to a total of $100.0 million of ARLP's limited partner common units.
We are currently the second largest coal producer in the eastern United States with seven operating underground mining complexes in Illinois, Indiana, Kentucky, Maryland, Pennsylvania, and West Virginia, as well as a coal-loading terminal in Indiana.
We intend to pursue strategic investments that leverage our core competencies and relationships with electric utilities, industrial customers, and federal and state governments. We are currently the largest coal producer in the eastern United States with seven operating underground mining complexes near many of the major eastern utility generating plants and on major coal hauling railroads in Illinois, Indiana, Kentucky, Maryland, Pennsylvania, and West Virginia, as well as a coal-loading terminal in Indiana.
We define Segment Adjusted EBITDA (a non-GAAP financial measure) as net income attributable to ARLP before net interest expense, income taxes, depreciation, depletion and amortization and general and administrative expense.
The increase of $5.6 million was a result of increased royalty tons sold and higher average royalty rates per ton. Reconciliation of Non-GAAP Financial Measures Segment Adjusted EBITDA (a non-GAAP financial measure) is defined as net income attributable to ARLP before net interest expense, income taxes, depreciation, depletion and amortization and general and administrative expenses.
The increase of $44.3 million was primarily attributable to increased average third-party transportation rates in 2022 and increased coal shipments for which we arrange third-party transportation. Transportation revenues are recognized when title to the coal passes to the customer and recognized in an amount equal to the corresponding transportation expenses. 83 Table of Contents Segment Information .
Financial Statements and Supplementary Data—Note 7 – Income Taxes." 87 Table of Contents Transportation revenues and expenses Transportation revenues and expenses were $113.9 million and $69.6 million for 2022 and 2021, respectively. The increase of $44.3 million was primarily attributable to increased average third-party transportation rates in 2022 and increased coal shipments for which we arrange third-party transportation.
Management anticipates having sufficient cash flow to meet 2023 cash requirements with our December 31, 2022 cash and cash equivalents of $296.0 million and cash flows from operations, or borrowings under revolving credit and securitization facilities if necessary. We currently project average estimated annual maintenance capital expenditures over the next five years of approximately $7.05 per ton produced.
Management anticipates having sufficient cash flow to meet 2024 cash requirements with our December 31, 2023 cash and cash equivalents of $59.8 million and cash flows from operations, or borrowings under revolving credit and securitization facilities or other sources of financing that we expect to have available if necessary.
Financial Statements and Supplementary Data—Note 5 – Goodwill Impairment." Oil & Gas Reserve Values Estimated oil & gas reserves and estimated market prices for oil & gas are a significant part of our depletion calculations, impairment analyses, and other estimates.
The assumptions used in the discounted cash flow models included estimated production, projected cash flows, forward oil & gas prices and risk adjusted discount rates. Oil & Gas Reserve Values Estimated oil & gas reserves and estimated market prices for oil & gas are a significant part of our depletion calculations, impairment analyses, and other estimates.
Risk Factors." Oil & Gas Acquisitions — During 2022, through the Belvedere and Jase Acquisitions, we acquired approximately 4,322 oil & gas net royalty acres in the Permian Basin for an aggregate purchase price of $92.6 million.
Risk Factors." Oil & Gas Acquisitions During 2023, through the JC Resources and Skyland Acquisitions and other ground game acquisitions we acquired approximately 6,443 oil & gas net royalty acres in the Anadarko, Williston and Delaware Basins for an aggregate purchase price of $110.9 million. We funded these acquisitions with cash on hand.
For additional information on our future cash requirements other than capital expenditures, please see "Item 8.
We currently project average estimated annual maintenance capital expenditures over the next five years of approximately $7.76 per ton produced. For additional information on our future cash requirements other than capital expenditures, please see "Item 8.
Management therefore is able to focus solely on the evaluation of segment operating profitability as it relates to our revenues and operating expenses, which are primarily controlled by our segments. Analysis of Historical Results of Operations 2022 Compared with 2021 Total revenues increased 53.3% to a record $2.41 billion in 2022 compared to $1.57 billion in 2021 primarily due to substantial increases in prices and volumes from coal operations and royalties and oil & gas royalties.
Management therefore is able to focus solely on the evaluation of segment operating profitability as it relates to our revenues and operating expenses, which are primarily controlled by our segments. Analysis of Historical Results of Operations – 2023 Compared with 2022 Consolidated Information Total Revenues Total revenues increased 6.1% to a record $2.57 billion in 2023 compared to $2.42 billion in 2022 primarily due to higher coal sales revenues. Total operating expenses Total operating expenses increased to $1.89 billion in 2023 compared to $1.72 billion in 2022 due primarily to the sale of higher cost purchased coal and increased per ton costs on certain expense items discussed in more detail below. Net income attributable to ARLP Increased revenues and lower income tax expense more than offset higher total operating expenses in 2023, resulting in record net income attributable to ARLP of $630.1 million, or $4.81 per basic and diluted limited partner unit for 2023, compared to $586.2 million, or $4.39 per basic and diluted limited partner unit, for 2022. Coal sales Coal sales increased $108.0 million or 5.1% to $2.21 billion for 2023 from $2.10 billion for 2022.
(4) Represents tons sold by our Coal Operations Segments associated with coal mineral reserves leased from our Coal Royalties Segment. Illinois Basin Coal Operations – Segment Adjusted EBITDA increased to $420.7 million in 2022 from $265.3 million in 2021.
(3) For definitions of Segment Adjusted EBITDA and Segment Adjusted EBITDA Expense and related reconciliations to their respective comparable GAAP financial measures, please see below under "—Reconciliation of Non-GAAP Financial Measures.'" (4) BOE for natural gas is calculated on a 6:1 basis (6,000 cubic feet of natural gas to one barrel). 89 Table of Contents (5) Represents tons sold by our coal operations segments associated with coal reserves leased from our Coal Royalties Segment. Illinois Basin Coal Operations – Segment Adjusted EBITDA increased 58.6% to $420.7 million in 2022 from $265.3 million in 2021.
The eliminations included in Other, Corporate and Elimination primarily represent the intercompany coal royalty transactions described above between our Coal Royalties reportable segment and our coal operations' mines. How We Evaluate Our Performance Our management uses a variety of financial and operational measurements to analyze our performance.
The eliminations included in Other, Corporate and Elimination primarily represent the intercompany coal royalty transactions described above between our Coal Royalties reportable segment and our coal operations' mines. Oil & Gas Acquisitions During 2023, through the JC Resources and Skyland Acquisitions and other ground game acquisitions, we acquired approximately 6,443 oil & gas net royalty acres in the Delaware, Anadarko and Williston basins.
Segment Adjusted EBITDA Expense for our coal operations increased 34.0% to $1.31 billion, as a result of higher coal sales volumes and inflationary cost pressures.
We have retrospectively adjusted Coal - Segment Adjusted EBITDA Expense in prior periods to be on the same basis. Segment Adjusted EBITDA Expense for our coal operations increased 8.8% to $1.39 billion, as a result of higher per ton costs.
Other revenues increased to $52.0 million in 2022 from $38.5 million in 2021. The increase of $13.5 million was primarily due to increased sales of mining technology products by our Matrix Design subsidiary. Income tax expense.
The increase of $23.7 million was primarily due to increased sales of mining technology products by our Matrix Design subsidiary. Income tax expense Income tax expense decreased to $8.3 million for 2023 compared to $54.0 million for 2022 primarily as a result of our recognition of a one-time non-cash income tax charge of $37.3 million during 2022 in connection with the Tax Election. Transportation revenues and expenses Transportation revenues and expenses were $142.3 million and $113.9 million for 2023 and 2022, respectively.
We review all actuarial assumptions periodically for reasonableness and consistency and update such factors when underlying assumptions, such as discount rates, change or when sustained changes in our historical experiences indicate a shift in our trend assumptions are warranted. 91 Table of Contents Impairment of Long-Lived Assets In addition to oil & gas reserves discussed above in the Oil & Gas Reserve Values section, we review the carrying value of long-lived assets and certain identifiable intangibles whenever events or changes in circumstances indicate that the carrying amount may not be recoverable based on estimated undiscounted future cash flows.
We review all actuarial assumptions periodically for reasonableness and consistency and update such factors when underlying assumptions, such as discount rates, change or when sustained changes in our historical experiences indicate a shift in our trend assumptions are warranted. Asset Retirement Obligations SMCRA and similar state statutes require that mined property be restored in accordance with specified standards and an approved reclamation plan.