Retrieval of Desert Microwave Land Surface Emissivity Based on Machine Learning Algorithms

Based on the community radiative transfer model, ensemble tree-based random forest algorithm, and extreme gradient boosting tree algorithm, this study established a random forest retrieval model (RF) and an extreme gradient boosting tree retrieval model (XGBoost) for the microwave land surface emiss...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Jiangtao Li, Yuanhong Guan, Qifeng Lu, Yansong Bao, Chunqiang Wu, Chaofan Xu
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2023-12-01
Cyfres:Remote Sensing
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/2072-4292/16/1/89