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Settlement heritage on the Coastal Peninsula: an investigation of the spatiotemporal evolution of Shandong Province via GIS

Crossref DOI link: https://doi.org/10.1038/s41598-026-43557-x

Published Online: 2026-03-08

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

Authors

Pan, Zhao https://orcid.org/0009-0003-2927-1154
Huang, Yuhao https://orcid.org/0009-0004-8445-5666
Guo, Qiang https://orcid.org/0009-0007-8652-8453
Qin, Yuanrui

Deng, Qingnian https://orcid.org/0009-0003-3369-4686
Liang, Jingwei https://orcid.org/0009-0008-0785-6246
Zheng, Liang https://orcid.org/0000-0003-3142-7704
Chen, Yile https://orcid.org/0000-0002-8424-8059
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Text and Data Mining valid from 2026-03-08

Version of Record valid from 2026-04-17
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Article History

Received: 11 October 2025

Accepted: 5 March 2026

First Online: 8 March 2026

Declarations

:

: The authors declare no competing interests.