## 2 Methodology and Data
### High Precision and Wide Range XCH4 Fusion Dataset Construction
Phys. Discuss._**2022**, _23_, 7503. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] Evaluating urban methane emissions from space using TROPOMI methane and carbon monoxide observations. _Remote Sens. Environ._**2022**, _268_, 112756. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] Remote sensing of methane leakage from natural gas and petroleum systems revisited. _Atmos. Chem. Phys._**2020**, _20_, 9169-9182. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Developing unbiased estimation of atmospheric methane via machine learning and multiobjective programming based on TROPOMI and GOSAT data. _Remote Sens. Environ._**2024**, _304_, 114039. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] An Improved Method for Individual Tree Segmentation in Complex Urban Scene Based on Using Multispectral LiDAR by Deep Learning. _IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens._**2024**, _17_, 6561-6576. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON], [PERSON]; [PERSON]; [PERSON] Seamless mapping of long-term (2010-2020) daily global XCO\({}_{2}\) and XCH\({}_{4}\) from the Greenhouse Gases Observing Satellite (GOSAT), Orbiting Carbon Observatory 2 (OCO-2), and CAMS global greenhouse gas reanalysis (CAMS-EGG4) with a spatiotemporally self-supervised fusion method. _Earth Syst. Sci. Data_**2023**, _15_, 3597-3622. * _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Contrasting responses of relationship between solar-induced fluorescence and gross primary production to drought across aridity gradients. _Remote Sens. Environ._**2024**, _302_, 113984. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Advanced method for compiling a high-resolution gridded anthropogenic CO\({}_{2}\) emission inventory at a regional scale. _Geo-Spat. Inf. Sci._**2024**, 1-14. * _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Extending the wind profile beyond the surface layer by combining physical and machine learning approaches. _Atmos. Chem. Phys._**2024**, _24_, 4047-4063. [CrossRef]
* _[PERSON] et al. (2023)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] XCO\({}_{2}\) Fusion Algorithm Based on Multi-Source Greenhouse Gas Satellites and Carbon-Tracker. _Atmosphere_**2023**, _14_, 1335. [CrossRef]
* _[PERSON] et al. (2023)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Quantifying strong point sources emissions of CO\({}_{2}\) using spaceborne LiDAR: Method development and potential analysis. _Energy Convers. Manag._**2023**, _292_, 117346. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Insights into global visibility patterns: Spatiotemporal distributions revealed by satellite remote sensing. _J. Clean. Prot._**2024**, _468_, 143069. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Active-passive collaborative approach for XCO\({}_{2}\) retrieval using spaceborne sensors. _Opt. Lett._**2022**, _47_, 4211-4214. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Validation Method for Spaceborne IPDA LIDAR XCO\({}_{2}\) Products via TCCON. _IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens._**2024**, _17_, 16984-16992. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON] Analysis of China's Oil and Gas Industrial Green and Low-carbon Development Strategies and Paths in New Era. _Pet. Sci. Technol. Forum_**2022**, _42_, 67. * _[PERSON] et al. (2017)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Comparison of Satellite-Observed XCO\({}_{2}\) from GOSAT, OCO-2, and Ground-Based TCCON. _Remote Sens._**2017**, \(9\), 1033.