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Fusion of residual networks and hybrid attention mechanism for high accuracy cultivated land mapping in northeast china’s black soil region using planet imagery

Crossref DOI link: https://doi.org/10.1038/s41598-026-40496-5

Published Online: 2026-03-24

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

Authors

Han, Yongqi

Lou, Yi

Qin, Chuan

Zhang, Xinle

Liu, Huanjun

Ai, Hongfu

Qi, Beisong

Zhang, Yun
Funding

Funding for this research was provided by:

2025 Jilin Provincial Department of Education Scientific Research Science and Technology Project (JJKH20251706KJ)

National Key Research and Development Program Grant (No.2021YFD1500100)

Changchun Humanities and Sciences College Welfare Special Fund Project (FZKY2024043)

Jilin Province Science and Technology Development Plan Project (No.20240101043JC)

Jilin Agriculture University Introduction of Talents Project (No.202020010)
License Information

Text and Data Mining valid from 2026-03-24

Accepted Manuscript valid from 2026-03-24
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Article History

Received: 19 December 2025

Accepted: 13 February 2026

First Online: 24 March 2026

Declarations

:

: The authors declare no competing interests.

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