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

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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Bibliographic Details
Main Authors: Ran Wang, Jianhui Zhao, Huijin Yang, Ning Li
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
soil moisture
remote sensing
convolution neural network
sparrow search algorithm
hyper-parameter optimization
Online Access:https://www.mdpi.com/2072-4292/15/10/2515

Internet

https://www.mdpi.com/2072-4292/15/10/2515

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