GIS based landslide susceptibility mapping and assessment using weighted overlay method in Wayanad: A part of Western Ghats, Kerala

T Arumugam, S Kinattinkara, S Velusamy… - Urban Climate, 2023 - Elsevier
The objectives of the study are to generate a landslide susceptibility zonation (LSZ) map of
Wayanad for effective and efficient disaster management in the future and to determine the …

[HTML][HTML] What ecological factors to integrate in landslide susceptibility mapping? An exploratory review of current trends in support of eco-DRR

M Broquet, P Cabral, FS Campos - Progress in Disaster Science, 2024 - Elsevier
Abstract Ecosystem-based Disaster Risk Reduction (Eco-DRR) reflects the important role
that natural ecosystems play in reducing the likelihood, severity, and impact of …

Optimization of SVR and CatBoost models using metaheuristic algorithms to assess landslide susceptibility

RS Ajin, S Segoni, R Fanti - Scientific Reports, 2024 - nature.com
In this study, a landslide susceptibility assessment is performed by combining two machine
learning regression algorithms (MLRA), such as support vector regression (SVR) and …

Ensembled transfer learning approach for error reduction in landslide susceptibility mapping of the data scare region

A Singh, N Dhiman, KC Niraj, DP Shukla - Scientific Reports, 2024 - nature.com
Landslide susceptibility map (LSM) plays an important role in providing the knowledge of
slopes prone to future landslides. However, the applicability of LSM is often hindered due to …

[HTML][HTML] Enhancing the performance of machine learning and deep learning-based flood susceptibility models by integrating grey wolf optimizer (GWO) algorithm

AN Mabdeh, RS Ajin, SV Razavi-Termeh, M Ahmadlou… - Remote Sensing, 2024 - mdpi.com
Flooding is a recurrent hazard occurring worldwide, resulting in severe losses. The
preparation of a flood susceptibility map is a non-structural approach to flood management …

Streamflow simulation in semiarid data-scarce regions: a comparative study of distributed and lumped models at Aguenza Watershed (Morocco)

A Bouadila, I Bouizrou, M Aqnouy, K En-nagre… - Water, 2023 - mdpi.com
In semi-arid regions such as the southwestern zone of Morocco, better management of water
resources is crucial due to the frequent flooding phenomena. In this context, the use of …

[HTML][HTML] Quantifying the impact of changing rainfall patterns on landslide frequency and intensity in the Nilgiris District of Western Ghats, India

SN Chellamuthu, GP Ganapathy - Progress in Disaster Science, 2024 - Elsevier
Changing rainfall patterns on vulnerable hill slopes are a significant factor in increasing
landslide frequency and resulting damages. In the Nilgiris district of the Western Ghats …

[HTML][HTML] Investigation of groundwater potential using geomatics and geophysical methods: Case study of the Anzi sub-basin, western Anti-Atlas, Morocco

H El Ayady, KL Mickus, S Boutaleb… - Advances in Space …, 2023 - Elsevier
The mapping of water potential in arid regions holds crucial significance for the sustainable
management of water resources in these vulnerable environments. The Anzi sub-basin in …

Review on the progress and future prospects of geological disasters prediction in the era of artificial intelligence

X Zhang, M Zhang, X Liu, BK Terfa, WH Nam, X Gu… - Natural Hazards, 2024 - Springer
Geological disasters such as landslide, debris flow and collapse are major natural disasters
faced by both China and the world, which seriously threaten people's lives, property security …

Landslide risk assessment by integrating hazards and vulnerability indices in Southeast Bangladesh

N Sultana, S Tan, MF Hossen - International Journal of Disaster Risk …, 2024 - Elsevier
Landslide risk assessment (LRA) is crucial to develop sustainable risk reduction and
response measures. Although Southeast Bangladesh is prone to landslides, there is …