Retrieval of Atmospheric XCH<sub>4</sub> via XGBoost Method Based on TROPOMI Satellite Data

Retrieval of Atmospheric XCH<sub>4</sub> via XGBoost Method Based on TROPOMI Satellite Data

Accurate retrieval of column-averaged dry-air mole fraction of methane (XCH<sub>4</sub>) in the atmosphere is important for greenhouse gas emission management. Traditional XCH<sub>4</sub> retrieval methods are complex, while machine learning can be used to model nonlinear rel...

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Bibliographic Details
Main Authors: Wenhao Zhang, Yao Li, Bo Li, Tong Li, Zhengyong Wang, Xiufeng Yang, Yongtao Jin, Lili Zhang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Atmosphere
Subjects:
XCH<sub>4</sub> retrieval
satellite remote sensing
TROPOMI
radiative transfer model
XGBoost
Online Access:https://www.mdpi.com/2073-4433/16/3/279
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