Application of stacking hybrid machine learning algorithms in delineating multi-type flooding in Bangladesh
Floods are among the most devastating natural hazards in Bangladesh. The country
experiences multi-type floods (ie, fluvial, flash, pluvial, and surge floods) every year …
experiences multi-type floods (ie, fluvial, flash, pluvial, and surge floods) every year …
Flood susceptibility mapping of Northeast coastal districts of Tamil Nadu India using Multi-source Geospatial data and Machine Learning techniques
S Saravanan, D Abijith - Geocarto International, 2022 - Taylor & Francis
Flooding is one of the most challenging and important natural disasters to predict, it is
becoming more frequent and more intense. The study area is badly damaged by devastating …
becoming more frequent and more intense. The study area is badly damaged by devastating …
Potential flood-prone area identification and mapping using GIS-based multi-criteria decision-making and analytical hierarchy process in Dega Damot district …
Flood is one of the natural hazards that causes widespread destruction such as huge
infrastructural damages, considerable economic losses, and social disturbances across the …
infrastructural damages, considerable economic losses, and social disturbances across the …
Evaluation of flood susceptibility prediction based on a resampling method using machine learning
S Aldiansyah, F Wardani - Journal of Water and Climate Change, 2023 - iwaponline.com
The largest recorded flood loss occurred in the study area in 2013. This study aims to
examine resampling methods (ie cross-validation (CV), bootstrap, and random …
examine resampling methods (ie cross-validation (CV), bootstrap, and random …
[HTML][HTML] Flood risk mapping of the flood-prone Rangpur division of Bangladesh using remote sensing and multi-criteria analysis
SMS Rana, SMA Habib, MNH Sharifee… - Natural Hazards …, 2024 - Elsevier
Identification of potential flood risk areas is crucial to reduce flood damage for the frequently
flooded and low-lying South Asian developing countries. The present study has prepared …
flooded and low-lying South Asian developing countries. The present study has prepared …
Spatial congruency or discrepancy? Exploring the spatiotemporal dynamics of built-up expansion patterns and flood risk
Most coastal cities have been experiencing unprecedented urbanization-induced flood risk,
climatic events, and haphazard anthropogenic activities, jeopardizing residents' lives and …
climatic events, and haphazard anthropogenic activities, jeopardizing residents' lives and …
[HTML][HTML] Assessing multi-climate-hazard threat in the coastal region of Bangladesh by combining influential environmental and anthropogenic factors
This study developed a geo-spatial framework for assessing multi-hazard threat on the
Bangladesh coast, integrating environmental hazards (EH), geo-environmental attributes …
Bangladesh coast, integrating environmental hazards (EH), geo-environmental attributes …
Novel hybrid models by coupling support vector regression (SVR) with meta-heuristic algorithms (WOA and GWO) for flood susceptibility mapping
Schools as social bases and children's centers are among the most vulnerable areas to
flooding. Flood susceptibility mapping is very important for flood preparedness and adopting …
flooding. Flood susceptibility mapping is very important for flood preparedness and adopting …
[HTML][HTML] Thematic and Bibliometric Review of Remote Sensing and Geographic Information System-Based Flood Disaster Studies in South Asia During 2004–2024
Floods have catastrophic effects worldwide, particularly in monsoonal Asia. This systematic
review investigates the literature from the past two decades, focusing on the use of remote …
review investigates the literature from the past two decades, focusing on the use of remote …
A machine learning-based approach for flash flood susceptibility mapping considering rainfall extremes in the northeast region of Bangladesh
Flash floods are catastrophic global events, especially in northeast Bangladesh, and
assessing flash flood susceptibility is crucial for preparedness and mitigation. Traditional …
assessing flash flood susceptibility is crucial for preparedness and mitigation. Traditional …