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Leases
6 Months Ended
Jun. 30, 2019
Leases [Abstract]  
Leases Leases

We are subject to operating leases, the most significant of which are ground leases. We are the lessee to ground leases under nine of our hotels and one parking garage. The lease liabilities for our operating leases assume the exercise of all available extension options, as we believe they are reasonably certain to be exercised. As of June 30, 2019, our operating leases have a weighted-average remaining lease term of 67 years and a weighted-average discount rate of 5.77%.

The components of operating lease expense, which is included in other hotel expenses in our consolidated statements of operations, and cash paid for amounts included in the measurement of lease liabilities, are as follows (in thousands):
 
 
Three Months Ended
June 30, 2019
 
Six Months Ended
June 30, 2019
Operating lease cost
 
$
2,832

 
$
5,582

Variable lease payments
 
$
489

 
$
826

Cash paid for amounts included in the measurement of operating lease liabilities

 
$
798

 
$
1,586



Maturities of lease liabilities are as follows (in thousands):
Year Ending December 31,
 
As of June 30, 2019
2019 (excluding the six months ended June 30, 2019)
 
$
1,653

2020
 
3,315

2021
 
4,805

2022
 
3,940

2023
 
3,997

Thereafter
 
763,083

Total lease payments
 
780,793

Less imputed interest
 
(678,469
)
Total lease liabilities
 
$
102,324



The future minimum annual rental commitments under all noncancelable operating leases in effect as of December 31, 2018, as determined prior to the adoption of ASC 842 and its related practical expedients, are as follows (in thousands):
Year Ending December 31,
 
As of December 31, 2018
2019
 
$
5,232

2020
 
4,866

2021
 
6,132

2022
 
5,122

2023
 
5,096

Thereafter
 
636,770

 
 
$
663,218