Exploring the multiple land degradation pathways across the planet
R Prăvălie - Earth-Science Reviews, 2021 - Elsevier
Land degradation has become one of the biggest environmental challenges human society
is currently facing, which is why understanding the global pattern of this land crisis is …
is currently facing, which is why understanding the global pattern of this land crisis is …
A review of the recent literature on rainfall thresholds for landslide occurrence
The topic of rainfall thresholds for landslide occurrence was thoroughly investigated,
producing abundance of case studies at different scales of analysis and several technical …
producing abundance of case studies at different scales of analysis and several technical …
[HTML][HTML] An explainable AI (XAI) model for landslide susceptibility modeling
Landslides are among the most devastating natural hazards, severely impacting human
lives and damaging property and infrastructure. Landslide susceptibility maps, which help to …
lives and damaging property and infrastructure. Landslide susceptibility maps, which help to …
The human cost of global warming: Deadly landslides and their triggers (1995–2014)
Worldwide, landslides incur catastrophic and significant economic and human losses.
Previous studies have characterized the patterns in landslides' fatalities, from all kinds of …
Previous studies have characterized the patterns in landslides' fatalities, from all kinds of …
A review of landslide acceptable risk and tolerable risk
Landslides are one of the most important geohazards. In 2004–2016, more than 55,000
people lost their lives to landslides and this does not include deaths caused by seismically …
people lost their lives to landslides and this does not include deaths caused by seismically …
Time series analysis and long short-term memory neural network to predict landslide displacement
A good prediction of landslide displacement is an essential component for implementing an
early warning system. In the Three Gorges Reservoir Area (TGRA), many landslides deform …
early warning system. In the Three Gorges Reservoir Area (TGRA), many landslides deform …
[HTML][HTML] Forecasting the time of failure of landslides at slope-scale: A literature review
Forecasting the time of failure of landslides at slope-scale is a difficult yet important task that
can mitigate the effects of slope failures in terms of both human lives and economic losses …
can mitigate the effects of slope failures in terms of both human lives and economic losses …
[HTML][HTML] Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms
AL Balogun, F Rezaie, QB Pham, L Gigović… - Geoscience …, 2021 - Elsevier
In this study, we developed multiple hybrid machine-learning models to address parameter
optimization limitations and enhance the spatial prediction of landslide susceptibility models …
optimization limitations and enhance the spatial prediction of landslide susceptibility models …
Geophysical monitoring of moisture‐induced landslides: A review
Geophysical monitoring of landslides can provide insights into spatial and temporal
variations of subsurface properties associated with slope failure. Recent improvements in …
variations of subsurface properties associated with slope failure. Recent improvements in …
An integrated approach of machine learning, remote sensing, and GIS data for the landslide susceptibility mapping
Landslides triggered in mountainous areas can have catastrophic consequences, threaten
human life, and cause billions of dollars in economic losses. Hence, it is imperative to map …
human life, and cause billions of dollars in economic losses. Hence, it is imperative to map …