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Intangible Assets, net
12 Months Ended
Dec. 31, 2021
Intangible Assets, net  
Intangible Assets, net

10. Intangible Assets, net

Intangible assets include customer relationships and contracts associated with various business and asset acquisitions. These acquired intangible assets were recorded at fair value determined as of the acquisition date and are being amortized over the period we expect to benefit from the assets. Intangible assets, net consisted of the following:

December 31, 2021

December 31, 2020

Gross

Gross

Carrying

Accumulated

Carrying

Accumulated

(in thousands)

    

Amount

    

Amortization

    

Amount

    

Amortization

Customer-related (15 ― 25 year life)

$

144,322

$

(96,435)

$

147,169

$

(86,512)

Contract-based (5 ― 7 year life)

 

 

 

37,730

 

(36,856)

Intangible assets

$

144,322

$

(96,435)

$

184,899

$

(123,368)

Amortization expense of these intangible assets totaled $11.3 million, $15.6 million and $15.3 million during the years ended December 31, 2021, 2020 and 2019, respectively.

Estimated future intangible assets amortization expense as of December 31, 2021 was as follows:

(in thousands)

    

2022

$

8,913

2023

 

7,060

2024

 

5,895

2025

 

3,763

2026

 

3,179

Thereafter

 

19,077

Total

$

47,887