Retrieval of Farmland Surface Soil Moisture Based on Feature Optimization and Machine Learning

Retrieval of Farmland Surface Soil Moisture Based on Feature Optimization and Machine Learning

Soil moisture is an important parameter affecting environmental processes such as hydrology, ecology, and climate. Synthetic aperture radar (SAR) microwave remote sensing is an important means of farmland surface soil moisture (SSM) measurement. The inversion of farmland SSM by microwave remote sens...

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Bibliographic Details
Main Authors: Jianhui Zhao, Chenyang Zhang, Lin Min, Zhengwei Guo, Ning Li
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
surface soil moisture
multisource remote sensing
feature optimization
machine learning
Online Access:https://www.mdpi.com/2072-4292/14/20/5102

Internet

https://www.mdpi.com/2072-4292/14/20/5102

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