Insights into geospatial heterogeneity of landslide susceptibility based on the SHAP-XGBoost model
J Zhang, X Ma, J Zhang, D Sun, X Zhou, C Mi… - Journal of environmental …, 2023 - Elsevier
The spatial heterogeneity of landslide influencing factors is the main reason for the poor
generalizability of the susceptibility evaluation model. This study aimed to construct a …
generalizability of the susceptibility evaluation model. This study aimed to construct a …
[HTML][HTML] Landslide inventory maps: New tools for an old problem
Landslides are present in all continents, and play an important role in the evolution of
landscapes. They also represent a serious hazard in many areas of the world. Despite their …
landscapes. They also represent a serious hazard in many areas of the world. Despite their …
Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon …
A Aditian, T Kubota, Y Shinohara - Geomorphology, 2018 - Elsevier
This study aims to evaluate landslide causative factors in landslide susceptibility
assessments and to compare landslide susceptibility models based on the bivariate …
assessments and to compare landslide susceptibility models based on the bivariate …
The new landslide inventory of Tuscany (Italy) updated with PS-InSAR: geomorphological features and landslide distribution
In this paper, the updating of the landslide inventory of Tuscany region is presented. To
achieve this goal, satellite SAR data processed with persistent scatter interferometry (PSI) …
achieve this goal, satellite SAR data processed with persistent scatter interferometry (PSI) …
Landslide hazard assessment: recent trends and techniques
SD Pardeshi, SE Autade, SS Pardeshi - SpringerPlus, 2013 - Springer
Landslide hazard assessment is an important step towards landslide hazard and risk
management. There are several methods of Landslide Hazard Zonation (LHZ) viz. heuristic …
management. There are several methods of Landslide Hazard Zonation (LHZ) viz. heuristic …
The assessment of landslide susceptibility mapping using random forest and decision tree methods in the Three Gorges Reservoir area, China
K Zhang, X Wu, R Niu, K Yang, L Zhao - Environmental Earth Sciences, 2017 - Springer
Landslide susceptibility mapping is an indispensable prerequisite for landslide prevention
and reduction. At present, research into landslide susceptibility mapping has begun to …
and reduction. At present, research into landslide susceptibility mapping has begun to …
Landslide susceptibility mapping by comparing weight of evidence, fuzzy logic, and frequency ratio methods
V Vakhshoori, M Zare - Geomatics, Natural Hazards and Risk, 2016 - Taylor & Francis
ABSTRACT A regional scale basin susceptible to landslide located in Qaemshahr area in
northern Iran was chosen for comparing the reliability of weight of evidence (WofE), fuzzy …
northern Iran was chosen for comparing the reliability of weight of evidence (WofE), fuzzy …
Landslide susceptibility assessment in complex geological settings: Sensitivity to geological information and insights on its parameterization
The literature about landslide susceptibility mapping is rich of works focusing on improving
or comparing the algorithms used for the modeling, but to our knowledge, a sensitivity …
or comparing the algorithms used for the modeling, but to our knowledge, a sensitivity …
GIS-based expert knowledge for landslide susceptibility mapping (LSM): case of mostaganem coast district, west of Algeria
Landslides are one of the natural disasters that affect socioeconomic wellbeing. Accordingly,
this work aimed to realize a landslide susceptibility map in the coastal district of …
this work aimed to realize a landslide susceptibility map in the coastal district of …
A data-based landslide susceptibility map of Africa
J Broeckx, M Vanmaercke, R Duchateau… - Earth-Science Reviews, 2018 - Elsevier
Our understanding of the spatial patterns of landslides in Africa is limited with available
landslide studies typically focusing on only one or a few study areas. Moreover, Africa is …
landslide studies typically focusing on only one or a few study areas. Moreover, Africa is …