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 …
Risk assessment of flash flood and soil erosion impacts on electrical infrastructures in overcrowded mountainous urban areas under climate change
Risk management of flash floods in arid mountainous cities is challenged by the lack of
proper data and the unreadiness of infrastructures to handle large floods. Climate …
proper data and the unreadiness of infrastructures to handle large floods. Climate …
Designating appropriate areas for flood mitigation and rainwater harvesting in arid region using a GIS-based multi-criteria decision analysis
MM Abd-el-Kader, AM El-Feky, M Saber… - Water Resources …, 2023 - Springer
Flash floods are highly devastating, however there is no effective management for their
water in Saudi Arabia, therefore, it is crucial to adopt Rainfall Water Harvesting (RWH) …
water in Saudi Arabia, therefore, it is crucial to adopt Rainfall Water Harvesting (RWH) …
[HTML][HTML] Flood susceptibility map** using a novel integration of multi-temporal sentinel-1 data and eXtreme deep learning model
Flash floods (FFs) are amongst the most devastating hazards in arid regions in response to
climate change and can cause the loss of agricultural land, human lives and infrastructure …
climate change and can cause the loss of agricultural land, human lives and infrastructure …
Flash Flood Hazard Assessment along the Red Sea Coast Using Remote Sensing and GIS Techniques
The Egyptian Red Sea coast is periodically exposed to flash floods that cause severe
human and economic losses. That is due to its hydro-geomorphological characteristics …
human and economic losses. That is due to its hydro-geomorphological characteristics …
Google Earth Engine-based morphometric parameter evaluation and comparative analysis of soil erosion susceptibility using statistical and machine learning …
S Roy, MR Chintalacheruvu - Earth Science Informatics, 2024 - Springer
Morphometric analysis of a river basin, encompassing the assessment of shape, drainage,
and terrain characteristics, is crucial for erosional, hydrological, and hydro-geological …
and terrain characteristics, is crucial for erosional, hydrological, and hydro-geological …
Morphometric analysis of Halda River basin, Bangladesh, using GIS and remote sensing techniques
MS Chowdhury - Heliyon, 2024 - cell.com
GIS and remote sensing techniques were effectively used to analyse the morphometric
parameters including linear, geometric, basin texture (aerial) and relief aspects of the Halda …
parameters including linear, geometric, basin texture (aerial) and relief aspects of the Halda …
Flash flood susceptibility assessment based on morphometric aspects and hydrological approaches in the Pai River Basin, Mae Hong Son, Thailand
T Chaithong - Water, 2022 - mdpi.com
Flash floods are water-related disasters that cause damage to properties, buildings, and
infrastructures in the flow path. Flash floods often occur within a short period of time …
infrastructures in the flow path. Flash floods often occur within a short period of time …
Development of a water quality management model for dry rivers in arid regions: application on Wadi Rumah, Saudi Arabia
In dry rivers, urban wastewater discharge forms a pond in the dry period, and surface runoff
shapes a longer pond in the wet period. A water quality management model developed for …
shapes a longer pond in the wet period. A water quality management model developed for …
Calculation of runoff computation cost and sensitivity analysis of topological attributes
Computation cost and sensitivity of the simulated results to the input parameters are the
essential targets in this study. The impact of different DEMs with various sources and cell …
essential targets in this study. The impact of different DEMs with various sources and cell …