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Debt Obligations - Schedule of Notes Payable (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Jul. 31, 2019
Jun. 30, 2019
Feb. 28, 2019
Dec. 31, 2018
Long Term Debt [Line Items]          
Long-term debt outstanding $ 1,270,469,000       $ 1,358,430,000
Less: unamortized debt issuance costs (19,463,000)       (21,081,000)
Total debt obligations 1,251,006,000       1,337,349,000
Credit facility at a floating rate of interest of one-month LIBOR plus 1.375% at December 31, 2019, secured by engines. The facility has a committed amount of $1.0 billion at December 31, 2019, which revolves until the maturity date of June 2024          
Long Term Debt [Line Items]          
Line of credit facility outstanding amount 397,000,000       427,000,000
WEST IV Series A 2018 term notes payable at a fixed rate of interest of 4.75%, maturing in September 2043, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 307,014,000       323,075,000
Fixed rate (as a percent) 4.75%        
WEST IV Series B 2018 term notes payable at a fixed rate of interest of 5.44%, maturing in September 2043, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 43,859,000       46,154,000
Fixed rate (as a percent) 5.44%        
WEST III Series A 2017 term notes payable at a fixed rate of interest of 4.69%, maturing in August 2042, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 257,754,000       274,205,000
Fixed rate (as a percent) 4.69%        
WEST III Series B 2017 term notes payable at a fixed rate of interest of 6.36%, maturing in August 2042, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 36,860,000       39,212,000
Fixed rate (as a percent) 6.36%        
WEST II Series A 2012 term notes payable at a fixed rate of interest of 5.50%, maturing in September 2037, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 211,572,000       237,847,000
Fixed rate (as a percent) 5.50%        
Note payable at three-month LIBOR plus a margin ranging from 1.85% to 2.50% at December 31, 2019, maturing in July 2022, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 7,286,000     $ 8,100,000 0
Note payable at fixed rate of interest of 3.18%, maturing in July 2024, secured by an aircraft          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 9,124,000       $ 10,937,000
Fixed rate (as a percent) 3.18%        
Note payable at fixed rate of interest of 3.18%, maturing in July 2024, secured by an aircraft | Maximum          
Long Term Debt [Line Items]          
Fixed rate (as a percent)   3.18%      
Revolving credit facility | Credit facility at a floating rate of interest of one-month LIBOR plus 1.375% at December 31, 2019, secured by engines. The facility has a committed amount of $1.0 billion at December 31, 2019, which revolves until the maturity date of June 2024          
Long Term Debt [Line Items]          
Line of credit facility, maximum borrowing capacity $ 1,000,000,000   $ 1,000,000,000.0    
LIBOR | Credit facility at a floating rate of interest of one-month LIBOR plus 1.375% at December 31, 2019, secured by engines. The facility has a committed amount of $1.0 billion at December 31, 2019, which revolves until the maturity date of June 2024          
Long Term Debt [Line Items]          
Variable rate spread 1.375%        
LIBOR | Note payable at three-month LIBOR plus a margin ranging from 1.85% to 2.50% at December 31, 2019, maturing in July 2022, secured by engines | Minimum          
Long Term Debt [Line Items]          
Variable rate spread 1.85%        
LIBOR | Note payable at three-month LIBOR plus a margin ranging from 1.85% to 2.50% at December 31, 2019, maturing in July 2022, secured by engines | Maximum          
Long Term Debt [Line Items]          
Variable rate spread 2.50%