Comprehensive risk assessment for identifying suitable residential zones in Manavgat, Mediterranean Region
The absence of comprehensive risk analysis in residential development within certain
regions often leads to substantial human and material losses during natural disasters. The …
regions often leads to substantial human and material losses during natural disasters. The …
Machine learning based forest fire susceptibility assessment of Manavgat district (Antalya), Turkey
This study primarily aims to produce forest fire susceptibility maps for the Manavgat district of
Antalya province in Turkey using different machine learning (ML) techniques. Forest fire …
Antalya province in Turkey using different machine learning (ML) techniques. Forest fire …
A systematic review for assessing the impact of climate change on landslides: research gaps and directions for future research
The magnitude and intensity of landslides due to changing climate have created
environmental and socio-economic implications for society. Through an in-depth analysis of …
environmental and socio-economic implications for society. Through an in-depth analysis of …
Comparative analysis of tree-based ensemble learning algorithms for landslide susceptibility mapping: A case study in Rize, Turkey
The Eastern Black Sea Region is regarded as the most prone to landslides in Turkey due to
its geological, geographical, and climatic characteristics. Landslides in this region inflict both …
its geological, geographical, and climatic characteristics. Landslides in this region inflict both …
GIS-based data-driven bivariate statistical models for landslide susceptibility prediction in Upper Tista Basin, India
Predicting landslides is becoming a crucial global challenge for sustainable development in
mountainous areas. This research compares the landslide susceptibility maps (LSMs) …
mountainous areas. This research compares the landslide susceptibility maps (LSMs) …
Novel ensemble of deep learning neural network and support vector machine for landslide susceptibility mapping in Tehri region, Garhwal Himalaya
S Saha, A Saha, TK Hembram, B Kundu… - Geocarto …, 2022 - Taylor & Francis
Over the years, landslide has become one of the most destructive events that can happen in
hilly areas. Tehri, a region in the Himalayas is no different. Current research aids in the …
hilly areas. Tehri, a region in the Himalayas is no different. Current research aids in the …
Landslide susceptibility mapping in a mountainous area using machine learning algorithms
Landslides are a dangerous natural hazard that can critically harm road infrastructure in
mountainous places, resulting in significant damage and fatalities. The primary purpose of …
mountainous places, resulting in significant damage and fatalities. The primary purpose of …
Landslide susceptibility assessment using remote sensing and GIS-a review
V Bhardwaj, K Singh - Journal of Mining and Environment, 2023 - jme.shahroodut.ac.ir
Natural hazards are naturally occurring phenomena that might lead to a negative impact on
the environment and also on the life of living beings. These hazards are caused due to …
the environment and also on the life of living beings. These hazards are caused due to …
Spatial implementation of frequency ratio, statistical index and index of entropy models for landslide susceptibility mapping in Al-Balouta river basin, Tartous …
Landslide vulnerability prediction maps are among the most important tools for managing
natural hazards associated with slope stability in river basins that affect ecosystems …
natural hazards associated with slope stability in river basins that affect ecosystems …
A hybrid multi-hazard susceptibility assessment model for a basin in Elazig Province, Türkiye
Preparation of accurate and up-to-date susceptibility maps at the regional scale is
mandatory for disaster mitigation, site selection, and planning in areas prone to multiple …
mandatory for disaster mitigation, site selection, and planning in areas prone to multiple …