Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction

M Saber, T Boulmaiz, M Guermoui… - Geocarto …, 2022 - Taylor & Francis
This study presents two machine learning models, namely, the light gradient boosting
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

A Othman, WA El-Saoud, T Habeebullah… - Reliability Engineering & …, 2023 - Elsevier
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 …

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) …

[HTML][HTML] Flood susceptibility map** using a novel integration of multi-temporal sentinel-1 data and eXtreme deep learning model

R Al-Ruzouq, A Shanableh, R Jena, MBA Gibril… - Geoscience …, 2024 - Elsevier
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 …

Flash Flood Hazard Assessment along the Red Sea Coast Using Remote Sensing and GIS Techniques

M Rashwan, AK Mohamed, F Alshehri… - … International Journal of …, 2023 - mdpi.com
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 …

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 …

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 …

Development of a water quality management model for dry rivers in arid regions: application on Wadi Rumah, Saudi Arabia

M Al-Hetari, H Haider, AR Ghumman… - Ecosystem Health …, 2023 - spj.science.org
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 …

Calculation of runoff computation cost and sensitivity analysis of topological attributes

F Gholami, A Nemati, Y Li, J Zhang - Remote Sensing Applications: Society …, 2022 - Elsevier
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 …