Flood susceptibility mapping using machine learning boosting algorithms techniques in Idukki district of Kerala India
Kerala experiences a high rate of annual rainfall and flooding resulting in a frequent natural
disaster. The objective of this study is to develop flood susceptibility maps for the Idukki …
disaster. The objective of this study is to develop flood susceptibility maps for the Idukki …
[HTML][HTML] Harnessing machine learning for assessing climate change influences on groundwater resources: a comprehensive review
Climate change is a major concern for a range of environmental issues including water
resources especially groundwater. Recent studies have reported significant impact of …
resources especially groundwater. Recent studies have reported significant impact of …
[HTML][HTML] Fusion of remote sensing data using GIS-based AHP-weighted overlay techniques for groundwater sustainability in arid regions
Remote sensing and GIS approaches have provided valuable information on modeling
water resources, particularly in arid regions. The Sahara of North Africa, which is one of the …
water resources, particularly in arid regions. The Sahara of North Africa, which is one of the …
[HTML][HTML] Delineation of groundwater potential zones for Arkavathi sub-watershed, Karnataka, India using remote sensing and GIS
S Saravanan, T Saranya, D Abijith, JJ Jacinth… - Environmental …, 2021 - Elsevier
Decline in groundwater level in recent years is the serious threat that needs attention. To
address this an effective management approach is required. Highlighting the groundwater …
address this an effective management approach is required. Highlighting the groundwater …
A hybrid intelligent model for spatial analysis of groundwater potential around Urmia Lake, Iran
O Asadi Nalivan, SA Mousavi Tayebi… - … Research and Risk …, 2023 - Springer
The importance of groundwater potential mapping (GWPM) is eminent for the proper
management of underpinning resources. This research applies artificial intelligence-based …
management of underpinning resources. This research applies artificial intelligence-based …
Evaluating the effects of climate and land use change on the future flood susceptibility in the central region of Vietnam by integrating land change modeler, machine …
The crucial importance of land cover and use changes and climate changes for worldwide
sustainability results from their negative effects on flood risk. In a watershed, a particularly …
sustainability results from their negative effects on flood risk. In a watershed, a particularly …
[HTML][HTML] Mapping potential water resource areas using gis-based frequency ratio and evidential belief function
Y Li, M Abdelkareem, N Al-Arifi - Water, 2023 - mdpi.com
Groundwater is a critical freshwater resource that is necessary for sustaining life. Thus,
targeting prospective groundwater zones is crucial for the extraction, use, and management …
targeting prospective groundwater zones is crucial for the extraction, use, and management …
Identification of the most suitable afforestation sites by Juniperus excels specie using machine learning models: Firuzkuh semi-arid region, Iran
Choosing Selecting suitable sites for afforestation is a complex process that is influenced by
various factors that require the use of new models and methods in order to create better …
various factors that require the use of new models and methods in order to create better …
[HTML][HTML] Mapping prospective areas of water resources and monitoring land use/land cover changes in an arid region using remote sensing and GIS techniques
T Sun, W Cheng, M Abdelkareem, N Al-Arifi - Water, 2022 - mdpi.com
Groundwater is a vital water resource for economic, agricultural, and domestic purposes in
arid regions. To reduce water scarcity in arid regions, recently, remote sensing and GIS …
arid regions. To reduce water scarcity in arid regions, recently, remote sensing and GIS …
Delineation of groundwater potential zones using GIS and AHP techniques in Coimbatore district, South India
The study aims to demarcate groundwater potential zones in the Coimbatore district of South
India using geographic information system (GIS), remote sensing (RS), and multi-criteria …
India using geographic information system (GIS), remote sensing (RS), and multi-criteria …