Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction
This study presents two machine learning models, namely, the light gradient boosting
machine (LightGBM) and categorical boosting (CatBoost), for the first time for predicting …
machine (LightGBM) and categorical boosting (CatBoost), for the first time for predicting …
Morphometric analysis and prioritisation of watersheds for flood risk management in Wadi Easal Basin (WEB), Jordan, using geospatial technologies
Morphometric analysis and sub‐watersheds prioritisation were carried out for the Wadi
Easal Basin, Jordan, which is characterised by a high topographic diversity. The total …
Easal Basin, Jordan, which is characterised by a high topographic diversity. The total …
Flash flood susceptibility modeling using geo-morphometric and hydrological approaches in Panjkora Basin, Eastern Hindu Kush, Pakistan
This main objective of this study is flash flood susceptibility modeling using geo-
morphometric and hydrological approaches in Panjkora Basin, Eastern Hindu Kush …
morphometric and hydrological approaches in Panjkora Basin, Eastern Hindu Kush …
[HTML][HTML] Assessment of potential flash flood hazards. Concerning land use/land cover in Aqaba Governorate, Jordan, using a multi-criteria technique
A Al-Taani, Y Al-husban, A Ayan - The Egyptian Journal of Remote Sensing …, 2023 - Elsevier
Aqaba is the principal port and the only maritime outlet in Jordan. It is located in the
northeastern tip of the Red Sea and is characterized by hyper arid climatic conditions. As …
northeastern tip of the Red Sea and is characterized by hyper arid climatic conditions. As …
River flood susceptibility and basin maturity analyzed using a coupled approach of geo-morphometric parameters and SWAT model
The morphometric attributes of a drainage basin reveal the hydrological and morphological
dynamics of the area. Current work emphasizes the hydro-geomorphic characterization of …
dynamics of the area. Current work emphasizes the hydro-geomorphic characterization of …
Characterizing recurrent flood hazards in the Himalayan foothill region through data-driven modelling
Floods are frequently occurring hazards in the Himalayan foothills that primarily affect the
physical environment and socio-economic profile of the local people. To this end, we used …
physical environment and socio-economic profile of the local people. To this end, we used …
Flash flood risk modeling of swat river sub-watershed: a comparative analysis of morphometric ranking approach and El-Shamy approach
Globally, flash floods are the most damaging natural hazards, because of its sudden nature
and difficulty in forecasting that restrains emergency responses. Flash floods triggered by …
and difficulty in forecasting that restrains emergency responses. Flash floods triggered by …
Flood risk assessment of the Wadi Nu'man Basin, Mecca, Saudi Arabia (During the Period, 1988–2019) based on the integration of geomatics and hydraulic modeling …
A Abdelkarim, AFD Gaber - Water, 2019 - mdpi.com
This study aims to assess the impact of flash floods in the Wadi Nu'man basin on urban
areas, east of Mecca, which are subjected to frequent floods, during the period from 1988 …
areas, east of Mecca, which are subjected to frequent floods, during the period from 1988 …
Using morphometric analysis for assessment of flash flood susceptibility in the Mediterranean region of Turkey
H Dutal - Environmental monitoring and assessment, 2023 - Springer
Flash floods are one of the most severe natural disasters around the world because of their
rapid and unpredictable nature. It is expected that the frequency and intensity of flood events …
rapid and unpredictable nature. It is expected that the frequency and intensity of flood events …
Flash flood susceptibility modelling using geomorphometric approach in the Ushairy Basin, eastern Hindu Kush
This study focuses on flash flood susceptibility modelling using geomorphometric ranking
approach in the Ushairy Basin. In the study area, flash floods are highly unpredictable and …
approach in the Ushairy Basin. In the study area, flash floods are highly unpredictable and …