Effect of landslide spatial representation and raster resolution on the landslide susceptibility assessment

S Yang, D Li, Y Sun, X She - Environmental Earth Sciences, 2024 - Springer
The quality of landslide susceptibility assessment is effected by landslide inventory and
raster resolution. The point landslide inventory and polygon landslide inventory are usually …

Exploring machine learning and statistical approach techniques for landslide susceptibility map** in Siwalik Himalayan Region using geospatial technology

A Saha, L Tripathi, VGK Villuri, A Bhardwaj - Environmental Science and …, 2024 - Springer
Landslides are a natural threat that poses a severe risk to human life and the environment.
In the Kumaon mountains region in Uttarakhand (India), Nainital is among the most …

An ensemble approach of bi-variate statistical models with soft-computing techniques for GIS-based landslide susceptibility zonation in the Kalimpong region of …

S Das, S Sarkar, DP Kanungo - Environment, Development and …, 2024 - Springer
Landslides are significant and recurring hazards in the Himalayan region, necessitating the
need for landslide susceptibility zonation (LSZ) to identify landslide probable areas. This …

Develo** a hybrid deep learning model with explainable artificial intelligence (XAI) for enhanced landslide susceptibility modeling and management

S Alqadhi, J Mallick, M Alkahtani, I Ahmad, D Alqahtani… - Natural Hazards, 2024 - Springer
Landslides in the Nainital district of Uttarakhand, India, pose a significant threat to human
communities and local ecosystems. This study aims to improve landslide susceptibility …

Landslide susceptibility assessment using information quantity and machine learning integrated models: a case study of Sichuan province, southwestern China

P Zhao, Y Wang, Y ** using combined geospatial, FR and AHP models: a case study from Ethiopia's highlands
T Sisay, G Tesfaye, M Jothimani, TM Reda… - Discover …, 2024 - Springer
This study performed landslide susceptibility map** in Awabel Woreda, situated in the
east Gojjam zone of the Amhara region in Ethiopia. The occurrence of landslides and slope …

Hybrid method for rainfall-induced regional landslide susceptibility map**

S Wu, H Wang, J Zhang, H Qin - Stochastic Environmental Research and …, 2024 - Springer
Landslide susceptibility maps can provide important information for managing regional
landslide risks. Traditionally, data-driven and physically-based models are widely used for …

Advancing seismic landslide susceptibility modeling: a comparative evaluation of deep learning models through particle swarm optimization

L Zhang, T Zeng, L Wang, L Li - Earth Science Informatics, 2024 - Springer
Landslides triggered by earthquakes pose significant risks in mountainous regions,
necessitating advanced modeling techniques for accurate susceptibility assessment …

Statistical-based models for the production of landslide susceptibility maps and general risk analyses: a case study in Maçka, Turkey

F Kadi - Acta Geophysica, 2024 - Springer
The district of Maçka in Trabzon, in the Eastern Black Sea Region of Turkey, frequently
experiences landslides, resulting in the highest number of disaster victims. In this study …

Exploring advanced machine learning techniques for landslide susceptibility map** in Yanchuan County, China

W Chen, C Guo, F Lin, R Zhao, T Li… - Earth Science …, 2024 - Springer
Many landslides occurred every year, causing extensive property losses and casualties in
China. Landslide susceptibility map** is crucial for disaster prevention by the government …