Inversion of Soil Moisture on Farmland Areas Based on SSA-CNN Using Multi-Source Remote Sensing Data

Soil moisture is a crucial factor in the field of meteorology, hydrology, and agricultural sciences. In agricultural production, surface soil moisture (SSM) is crucial for crop yield estimation and drought monitoring. For SSM inversion, a synthetic aperture radar (SAR) offers a trustworthy data sour...

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Detalhes bibliográficos

Principais autores:	Ran Wang, Jianhui Zhao, Huijin Yang, Ning Li
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-05-01
coleção:	Remote Sensing
Assuntos:	soil moisture remote sensing convolution neural network sparrow search algorithm hyper-parameter optimization
Acesso em linha:	https://www.mdpi.com/2072-4292/15/10/2515
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