A multi-task learning model for global soil moisture prediction based on adaptive weight allocation

Abstract Global soil moisture is crucial for multiple disciplines such as earth science and agricultural science. Therefore, there are many studies on how to improve the prediction accuracy of soil moisture, especially the rapid development of deep learning in recent years, which has greatly improve...

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Bibliographic Details
Main Authors: Yeguang li, Haiying Liu, Tianshan Lv
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01894-3
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