Development of predictive charts for landslide runout based on Monte Carlo simulation and support vector regression

Horizontal runout distance prediction of potential landslides is of great significance in hazard mitigation.In this study, predictive charts of landslide horizontal runout distance were developed based on the support vector regression (SVR) algorithm and Monte Carlo (MC) modeling. An SVR-based predi...

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Hlavní autoři:	Jiatao Kang, Zhiwen Xu, Shuaikang Zhou, Linchuan Sha, Suhua Zhou
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2025-09-01
Edice:	Frontiers in Earth Science
Témata:	landslide runout distance support vector regression for landslide Monte Carlo predictive charts slope
On-line přístup:	https://www.frontiersin.org/articles/10.3389/feart.2025.1666554/full
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