Reconstructing long-term global satellite-based soil moisture data using deep learning method

Soil moisture is an essential component for the planetary balance between land surface water and energy. Obtaining long-term global soil moisture data is important for understanding the water cycle changes in the warming climate. To date several satellite soil moisture products are being developed w...

Full description

Bibliographic Details
Main Authors: Yifan Hu, Guojie Wang, Xikun Wei, Feihong Zhou, Giri Kattel, Solomon Obiri Yeboah Amankwah, Daniel Fiifi Tawia Hagan, Zheng Duan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1130853/full