[HTML][HTML] A review of statistically-based landslide susceptibility models

P Reichenbach, M Rossi, BD Malamud, M Mihir… - Earth-science …, 2018 - Elsevier
In this paper, we do a critical review of statistical methods for landslide susceptibility
modelling and associated terrain zonations. Landslide susceptibility is the likelihood of a …

Landslide susceptibility evaluation and hazard zonation techniques–a review

L Shano, TK Raghuvanshi, M Meten - Geoenvironmental Disasters, 2020 - Springer
Landslides are the most destructive geological hazard in the hilly regions. For systematic
landslide mitigation and management, landslide evaluation and hazard zonation is required …

A heuristic approach to global landslide susceptibility map**

T Stanley, DB Kirschbaum - Natural hazards, 2017 - Springer
Landslides can have significant and pervasive impacts to life and property around the world.
Several attempts have been made to predict the geographic distribution of landslide activity …

Comparative analysis of gradient boosting algorithms for landslide susceptibility map**

EK Sahin - Geocarto International, 2022 - Taylor & Francis
The aim of the study is to compare four recent gradient boosting algorithms named as
Gradient Boosting Machine (GBM), Categorical Boosting (CatBoost), Extreme Gradient …

Landslide susceptibility map** using machine learning algorithm validated by persistent scatterer In-SAR technique

MA Hussain, Z Chen, Y Zheng, M Shoaib, SU Shah… - Sensors, 2022 - mdpi.com
Landslides are the most catastrophic geological hazard in hilly areas. The present work
intends to identify landslide susceptibility along Karakorum Highway (KKH) in Northern …

[HTML][HTML] Landslide susceptibility map** by using a geographic information system (GIS) along the China–Pakistan Economic Corridor (Karakoram Highway) …

S Ali, P Biermanns, R Haider… - Natural Hazards and …, 2019 - nhess.copernicus.org
Abstract The Karakoram Highway (KKH) is an important route, which connects northern
Pakistan with Western China. Presence of steep slopes, active faults and seismic zones …

GIS-based expert knowledge for landslide susceptibility map** (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 …

Landslide susceptibility map** using GIS and weighted overlay method: a case study from NW Himalayas, Pakistan

M Basharat, HR Shah, N Hameed - Arabian Journal of Geosciences, 2016 - Springer
Landslide susceptibility map is very important for engineers, geologist, and land use planner
for prevention and mitigation of landslide hazard in the area. This paper presents landslide …

Landslide hazard zonation map** using multi-criteria analysis with the help of GIS techniques: a case study from Eastern Himalayas, Namchi, South Sikkim

A Bera, BP Mukhopadhyay, D Das - Natural Hazards, 2019 - Springer
Landslides are one of the most damaging disastrous phenomena that frequently lead to
serious problems in hilly areas. The Namchi region of South Sikkim district as a part of …

PS-InSAR-based validated landslide susceptibility map** along Karakorum Highway, Pakistan

MA Hussain, Z Chen, R Wang, M Shoaib - Remote Sensing, 2021 - mdpi.com
Landslide classification and identification along Karakorum Highway (KKH) is still
challenging due to constraints of proposed approaches, harsh environment, detail analysis …