Refined landslide susceptibility map** in township area using ensemble machine learning method under dataset replenishment strategy

F Zhao, F Miao, Y Wu, C Ke, S Gong, Y Ding - Gondwana Research, 2024 - Elsevier
Landslide susceptibility map** (LSM) warrants considerable attention as a prerequisite for
risk assessment and prevention in response to the increasing global occurrences of …

GIS-based landslide susceptibility zoning using a coupled model: a case study in Badong County, China

P Wang, H Deng, Y Liu - Environmental Science and Pollution Research, 2024 - Springer
Landslide susceptibility zoning is necessary for landslide risk management. This study aims
to conduct the landslide susceptibility evaluation based on a model coupled with information …

A new random forest method for landslide susceptibility map** using hyperparameter optimization and grid search techniques

M Kanwar, B Pokharel, S Lim - International Journal of Environmental …, 2025 - Springer
Landslides are common and frequent in the Indian Himalayan belt. Environmental factors
such as precipitation, terrain, geology, seismic activity, stream erosion, and anthropogenic …

Exploring a form of pixel-based information value model for flood probability assessment and geo-visualization over an East African basin: a case of Nyabarongo in …

R Mind'je, L Li, PM Kayumba, C Mupenzi… - Environmental Earth …, 2023 - Springer
Abstract The Nyabarongo basin in Rwanda is subjected to hydrometeorological hazards,
particularly floods, which are the most prevailing and devastating. Therefore, understanding …

A modular framework for FAIR shallow landslide susceptibility map** based on machine learning

AK Edrich, A Yildiz, R Roscher, A Bast, F Graf… - Natural Hazards, 2024 - Springer
Abstract Machine learning has grown in popularity in the past few years for susceptibility and
hazard map** tasks. Necessary steps for the generation of a susceptibility or hazard map …

Integrating dynamic factors for predicting future landslide susceptibility

S Lamichhane, AR Kansakar, N Devkota… - Environmental Earth …, 2025 - Springer
Integrating dynamic factors such as rainfall and land use/cover (LULC) changes into
landslide predictions is often overlooked. A combination of aforementioned dynamic factors …

The Accuracy of Landslide Susceptibility Map** in Young Glacial River Valleys

A Małka, I Laskowicz, D Grabowski - … and Technology, Volume 3 Issue 2 …, 2025 - Springer
Many aspects affect the accuracy of the geographical information system-and statistically-
based susceptibility maps. These aspects can be divided into four categories related to:(α) …