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Geological and machine learning based landslide risk assessment in the context of community knowledge and perception

Crossref DOI link: https://doi.org/10.1038/s41598-026-52262-8

Published Online: 2026-05-13

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

Authors

Kushwaha, Gaurav https://orcid.org/0009-0007-7373-1380
Kainthola, Ashutosh https://orcid.org/0000-0001-5821-6793
Jha, Priyanka https://orcid.org/0000-0003-0655-9385
Singh, Shaktiman https://orcid.org/0000-0003-4304-388X
Panwar, M. S. https://orcid.org/0000-0002-3535-2327
Yadav, A. K. https://orcid.org/0000-0002-3472-6251
Krishna, Abhi S. https://orcid.org/0009-0004-7559-7371
Alam, Shahbaz https://orcid.org/0009-0006-3698-6854
Funding

Funding for this research was provided by:

BHU (TDR-IOE)
License Information

Text and Data Mining valid from 2026-05-13

Accepted Manuscript valid from 2026-05-13
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Article History

Received: 23 February 2026

Accepted: 4 May 2026

First Online: 13 May 2026

Declarations

:

: The authors declare no competing interests.