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 …

[HTML][HTML] Landslide inventory maps: New tools for an old problem

F Guzzetti, AC Mondini, M Cardinali, F Fiorucci… - Earth-Science …, 2012 - Elsevier
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 …

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 …

The new landslide inventory of Tuscany (Italy) updated with PS-InSAR: geomorphological features and landslide distribution

A Rosi, V Tofani, L Tanteri, C Tacconi Stefanelli… - Landslides, 2018 - Springer
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) …

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 …

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 …

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 …

Landslide susceptibility assessment in complex geological settings: Sensitivity to geological information and insights on its parameterization

S Segoni, G Pappafico, T Luti, F Catani - Landslides, 2020 - Springer
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 …

GIS-based expert knowledge for landslide susceptibility mapping (LSM): case of mostaganem coast district, west of Algeria

R Senouci, NE Taibi, AC Teodoro, L Duarte… - Sustainability, 2021 - mdpi.com
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 …

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 …