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Multi-source remote sensing-based soil moisture retrieval at different depths in the Naqu Region, Tibetan Plateau: a comparative analysis of machine learning models with modified water cloud model preprocessing

Crossref DOI link: https://doi.org/10.1007/s12665-025-12514-8

Published Online: 2025-09-22

Published Print: 2025-10

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Tong, Zhong

Hu, Jinhui

Xiong, Ji

Li, Chao

Pang, Aoxuan

Deng, Changtao

Zhang, Qiuwen
Funding

Funding for this research was provided by:

Provincial Department Project of Hubei (420000-2024-218-006-001)

Provincial Department Project of Hubei (420000-2024-218-006-001)

Provincial Department Project of Hubei (420000-2024-218-006-001)

Hubei Key Water Conservancy Research Projects (HBSLKY202403)

Hubei Key Water Conservancy Research Projects (HBSLKY202403)

Hubei Key Water Conservancy Research Projects (HBSLKY202403)
License Information

Text and Data Mining valid from 2025-09-22

Version of Record valid from 2025-09-22
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Article History

Received: 9 March 2025

Accepted: 13 August 2025

First Online: 22 September 2025

Declarations

: All authors have read, understood, and have complied as applicable with the statement on “Ethical responsibilities of Authors” as found in the Instructions for Authors.

: The authors declare no competing interests.

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