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Cited article:

Rainfall thresholds of debris flows built with assistance of artificial intelligence in a small catchment

Siling Zhang, Xiaojun Guo, Jianyi Cheng and Yong Li
Journal of Hydrology 660 133440 (2025)
https://doi.org/10.1016/j.jhydrol.2025.133440

A model-based early warning system for runoff-generated debris-flow occurrence: Preliminary results

Federico Cazorzi, Matteo Barbini, Alberto Beinat, Martino Bernard, Mauro Boreggio, Matteo Cesca, Sara Cucchiaro, Roberta Dainese, Alberto De Luca, Christian Demmler, Carlo Gregoretti, Karl Hagen, Veronika Lechner, Eleonora Maset, Michael Neuhauser, Paolo Nicolosi, Christoph Zingerle, M. Pirulli, A. Leonardi and F. Vagnon
E3S Web of Conferences 415 03005 (2023)
https://doi.org/10.1051/e3sconf/202341503005