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[HTML][HTML] Spatiotemporal changes of landslide susceptibility in response to rainfall and its future prediction—a case study of Sichuan Province, China
H Zheng, M Ding - Ecological Informatics, 2024 - Elsevier
In recent decades, global warming has significantly altered both the spatial and temporal
distribution of rainfall patterns. This change has heightened the risk of rainfall-induced …
distribution of rainfall patterns. This change has heightened the risk of rainfall-induced …
Space-time prediction of rainfall-induced shallow landslides through Artificial Neural Networks in comparison with the SLIP model
MPA Gatto, S Misiano, L Montrasio - Engineering Geology, 2025 - Elsevier
Rainfall-induced shallow landslides are expected to increase due to more intense
precipitation linked to climate change. This study aims to develop an effective pixel-based …
precipitation linked to climate change. This study aims to develop an effective pixel-based …
[HTML][HTML] Space-time modeling of cascading hazards: Chaining wildfires, rainfall and landslide events through machine learning
The current study sets out to explore yearly landslide susceptibility dynamics on slopes
regularly affected by fires. To do so, two yearly inventories have been generated, one for the …
regularly affected by fires. To do so, two yearly inventories have been generated, one for the …
[HTML][HTML] Assessing the impact of precipitation variability on landslide hazards in urbanized regions
Amidst the intensifying global climate change, the increasing frequency of extreme
precipitation events poses significant challenges to natural ecosystems and human …
precipitation events poses significant challenges to natural ecosystems and human …
Improved landslide prediction by considering continuous and discrete spatial dependency
Landslide spatial prediction studies predominantly focus on estimating the likelihood of
landslide occurrence by considering a set of geo-environmental factors. Nevertheless, most …
landslide occurrence by considering a set of geo-environmental factors. Nevertheless, most …
[HTML][HTML] Distribution-agnostic landslide hazard modelling via Graph Transformers
In statistical applications, choosing a suitable data distribution or likelihood that matches the
nature of the response variable is required. To spatially predict the planimetric area of a …
nature of the response variable is required. To spatially predict the planimetric area of a …
Spatiotemporal modeling and projection framework of rainfall-induced landslide risk under climate change
Global warming is expected to exacerbate extreme rainfall events, potentially increasing the
risk of landslides. While landslides have been extensively studied, much of the focus has …
risk of landslides. While landslides have been extensively studied, much of the focus has …
[HTML][HTML] Machine Learning Reveals Lithology and Soil as Critical Parameters in Landslide Susceptibility for Petrópolis (Rio de Janeiro State, Brazil)
Petrópolis, located in the mountainous region of Rio de Janeiro, Brazil, is frequently
impacted by severe landslides, exacerbated by intense rainfall, steep topography, and …
impacted by severe landslides, exacerbated by intense rainfall, steep topography, and …
[HTML][HTML] A Virtual Reality Simulation of a Real Landslide for Education and Training: Case of Chiradzulu, Malawi, 2023 Landslide
A Asgary, A Hassan, T Corrin - GeoHazards, 2024 - mdpi.com
Virtual reality (VR) is a promising new educational and training tool in the field of disaster
and emergency management, especially for hazards that are not frequent or well known to …
and emergency management, especially for hazards that are not frequent or well known to …
Exploring Landslide Evolution and Environmental Factors Through virtual Reality Environment
MRM MOHAMED, HMKK ABDULAZIZ - 2023 - politesi.polimi.it
The investigation of virtual reality (VR) technology for modelling and visualizing landslides,
or geohazards in general, has garnered increasing attention in studies over the past …
or geohazards in general, has garnered increasing attention in studies over the past …