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Property, Plant and Equipment (Tables)
3 Months Ended
Mar. 31, 2020
Property, Plant and Equipment [Abstract]  
Property, Plant and Equipment
Property, plant and equipment include the following (in thousands):
March 31,December 31,
Useful Life20202019
Pressure pumping equipment
3-5 years
$216,813  $216,627  
Drilling rigs and related equipment
3-15 years
116,252  117,783  
Machinery and equipment
7-20 years
184,893  190,221  
Buildings(a)
15-39 years
45,352  47,859  
Vehicles, trucks and trailers
5-10 years
129,700  135,724  
Coil tubing equipment
4-10 years
27,462  29,438  
LandN/A13,687  13,687  
Land improvements
15 years or life of lease
10,135  10,135  
Rail improvements
10-20 years
13,802  13,802  
Other property and equipment(b)
3-12 years
19,054  18,880  
777,150  794,156  
Deposits on equipment and equipment in process of assembly(c)
4,964  6,627  
782,114  800,783  
Less: accumulated depreciation(d)
466,046  448,011  
Total property, plant and equipment, net$316,068  $352,772  
a. Included in Buildings at March 31, 2020 and December 31, 2019 are costs of $7.6 million and $6.7 million, respectively, related to assets under operating leases.
b. Included in Other property and equipment at each of March 31, 2020 and December 31, 2019 are costs of $6.5 million related to assets under operating leases.
c. Deposits on equipment and equipment in process of assembly represents deposits placed with vendors for equipment that is in the process of assembly and purchased equipment that is being outfitted for its intended use. The equipment is not yet placed in service.
d. Includes accumulated depreciation of $4.2 million and $3.5 million, respectively, at March 31, 2020 and December 31, 2019 related to assets under operating leases.
Schedule of Asset Impairment As a result of the test, the Company recorded the following impairments to its fixed assets during the three months ended March 31, 2020 (in thousands):
Water transfer equipment$4,203  
Crude oil hauling equipment3,275  
Coil tubing equipment2,160  
Flowback equipment1,514  
Rental equipment1,308  
Other equipment437  
Total impairment of other long-lived assets$12,897  
Schedule of Depreciation, Depletion, Accretion and Amortization expense
A summary of depreciation, depletion, amortization and accretion expense is below (in thousands):

Three Months Ended March 31,
20202019
Depreciation expense$25,600  $28,066  
Depletion expense—  212  
Amortization expense253  284  
Accretion expense29  14  
Depreciation, depletion, amortization and accretion$25,882  $28,576