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Debt Obligations - Schedule of Notes Payable (Details) - USD ($)
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Jul. 31, 2019
Jun. 30, 2019
Feb. 28, 2019
Long Term Debt [Line Items]          
Long-term debt outstanding $ 1,712,886,000 $ 1,270,469,000      
Less: unamortized debt issuance costs (19,133,000) (19,463,000)      
Total debt obligations 1,693,753,000 1,251,006,000      
Credit facility at a floating rate of interest of one-month LIBOR plus 1.38% at December 31, 2020, secured by engines. The facility has a committed amount of $1.0 billion at December 31, 2020, which revolves until the maturity date of June 2024          
Long Term Debt [Line Items]          
Line of credit facility outstanding amount $ 777,000,000 397,000,000      
WEST V Series A 2020 term notes payable at a fixed rate of interest of 3.23%, maturing in March 2045, secured by engines          
Long Term Debt [Line Items]          
Fixed rate 3.23%        
Long-term debt outstanding $ 286,863,000 0      
WEST V Series B 2020 term notes payable at a fixed rate of interest of 4.21%, maturing in March 2045, secured by engines          
Long Term Debt [Line Items]          
Fixed rate 4.21%        
Long-term debt outstanding $ 39,855,000 0      
WEST V Series C 2020 term notes payable at a fixed rate of interest of 6.66%, maturing in March 2045, secured by engines          
Long Term Debt [Line Items]          
Fixed rate 6.66%        
Long-term debt outstanding $ 19,043,000 0      
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]          
Fixed rate 4.75%        
Long-term debt outstanding $ 277,481,000 307,014,000      
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]          
Fixed rate 5.44%        
Long-term debt outstanding $ 39,640,000 43,859,000      
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]          
Fixed rate 4.69%        
Long-term debt outstanding $ 227,138,000 257,754,000      
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]          
Fixed rate 6.36%        
Long-term debt outstanding $ 32,481,000 $ 36,860,000      
WEST II Series A 2012 term notes payable at a fixed rate of interest of 5.50%, repaid in March 2020, secured by engines          
Long Term Debt [Line Items]          
Fixed rate   5.50%      
Long-term debt outstanding 0 $ 211,572,000      
Note payable at three-month LIBOR plus a margin ranging from 1.85% to 2.50% at December 31, 2020, maturing in July 2022, secured by engines          
Long Term Debt [Line Items]          
Long-term debt outstanding $ 6,138,000 7,286,000     $ 8,100,000
Note payable at a fixed rate of interest of 3.18%, maturing in July 2024, secured by an aircraft          
Long Term Debt [Line Items]          
Fixed rate 3.18%        
Long-term debt outstanding $ 7,247,000 $ 9,124,000      
Note payable at a fixed rate of interest of 3.18%, maturing in July 2024, secured by an aircraft | Maximum          
Long Term Debt [Line Items]          
Fixed rate     3.18%    
Revolving credit facility | Credit facility at a floating rate of interest of one-month LIBOR plus 1.38% at December 31, 2020, secured by engines. The facility has a committed amount of $1.0 billion at December 31, 2020, which revolves until the maturity date of June 2024          
Long Term Debt [Line Items]          
Line of credit facility, maximum borrowing capacity       $ 1,000,000,000.0  
LIBOR | Credit facility at a floating rate of interest of one-month LIBOR plus 1.38% at December 31, 2020, secured by engines. The facility has a committed amount of $1.0 billion at December 31, 2020, which revolves until the maturity date of June 2024          
Long Term Debt [Line Items]          
Variable rate spread 1.38%        
LIBOR | Note payable at three-month LIBOR plus a margin ranging from 1.85% to 2.50% at December 31, 2020, 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, 2020, maturing in July 2022, secured by engines | Maximum          
Long Term Debt [Line Items]          
Variable rate spread 2.50%