Assessment of groundwater quality in arid regions utilizing principal component analysis, GIS, and machine learning techniques
Assessing water quality in arid regions is vital due to scarce resources, impacting health and
sustainable management. This study examines groundwater quality in Assuit Governorate …
sustainable management. This study examines groundwater quality in Assuit Governorate …
Forecasting of flash flood susceptibility mapping using random forest regression model and geographic information systems
Flash floods, rapid and devastating inundations of water, are increasingly linked to the
intensifying effects of climate change, posing significant challenges for both vulnerable …
intensifying effects of climate change, posing significant challenges for both vulnerable …
[HTML][HTML] Landslide hazard prediction based on small baseline subset–interferometric synthetic-aperture Radar Technology Combined with Land-Use Dynamic …
H Guo, AM Martínez-Graña - Remote Sensing, 2024 - mdpi.com
Le'an Town, located in the southwest of Qingchuan County, Guangyuan City, Sichuan
Province, boasts a unique geographical position. The town's terrain is complex, and its …
Province, boasts a unique geographical position. The town's terrain is complex, and its …
An Overview of Water Resource Challenges and Managed Aquifer Recharge (MAR) in the MENA Region
This chapter addresses the critical water scarcity issues in the Middle East and North Africa
(MENA) region, which grapples with a dry climate and less than 1% of the world's …
(MENA) region, which grapples with a dry climate and less than 1% of the world's …
Integrating Geographic Information Systems and Hydrometric Analysis for Assessing and Mitigating Building Vulnerability to Flash Flood Risks
Climate change represents an overwhelming challenge that demands urgent intervention for
effective resolution. Among the devastating consequences of climate change, flash floods …
effective resolution. Among the devastating consequences of climate change, flash floods …
Enhanced machine learning models development for flash flood mapping using geospatial data
Flash floods are dangerous and unpredictable. This study aimed to improve flash flood
prediction in Algeria's Hodna Basin using advanced AI models and GIS (GeoAI). Each …
prediction in Algeria's Hodna Basin using advanced AI models and GIS (GeoAI). Each …
Flood Risk Analysis with Deep Learning
Predicting flood hazard risk is crucial for reducing potential damage to infrastructures. This
study uses machine learning algorithms to improve the accuracy of flood hazard risk …
study uses machine learning algorithms to improve the accuracy of flood hazard risk …
Rainwater Harvesting for Managed Aquifer Recharge and Flood Mitigation in the MENA Region
Water security is a pressing global concern, with particular significance for the Middle East
and North Africa (MENA) region, which faces acute water scarcity challenges. MENA …
and North Africa (MENA) region, which faces acute water scarcity challenges. MENA …