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Lithologically-constrained, machine learning-based temporal landslide prediction models using rainfall time series for the Benguet First Engineering District, Philippines

Crossref DOI link: https://doi.org/10.1007/s10064-025-04764-4

Published Online: 2026-02-19

Published Print: 2026-03

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

Authors

Abuda, Jamila B. https://orcid.org/0009-0001-2905-936X
Saturay, Ricarido M. Jr https://orcid.org/0000-0002-2878-544X
Catane, Sandra G. https://orcid.org/0000-0002-7302-7998
Guevarra, Ivy
Funding

Funding for this research was provided by:

National Institute of Geological Sciences, University of the Philippines (National Institute of Geological Sciences, University of the Philippines)
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Article History

Received: 26 May 2025

Accepted: 20 December 2025

First Online: 19 February 2026

Declarations

:

: The authors have no relevant financial or non-financial interests to disclose.

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