[HTML][HTML] Harnessing machine learning for assessing climate change influences on groundwater resources: a comprehensive review

A Bamal, MG Uddin, AI Olbert - Heliyon, 2024 - cell.com
Climate change is a major concern for a range of environmental issues including water
resources especially groundwater. Recent studies have reported significant impact of …

Flood susceptibility map** using machine learning boosting algorithms techniques in Idukki district of Kerala India

S Saravanan, D Abijith, NM Reddy, KSS Parthasarathy… - Urban Climate, 2023 - Elsevier
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 …

Empowered machine learning algorithm to identify sustainable groundwater potential zone map in Jashore District, Bangladesh

SK Roy, MM Hasan, I Mondal, J Akhter, SK Roy… - Groundwater for …, 2024 - Elsevier
Groundwater is a crucial natural resource that supplies potable water to the local population
in Jashore, Bangladesh. In recent years, the district has experienced groundwater scarcity …

Machine learning-based monitoring and design of managed aquifer rechargers for sustainable groundwater management: scope and challenges

AG Sheik, A Kumar, AG Sharanya, SR Amabati… - … Science and Pollution …, 2024 - Springer
Managed aquifer recharge (MAR) replenishes groundwater by artificially entering water into
subsurface aquifers. This technology improves water storage, reduces over-extraction, and …

Map** groundwater potential zone in the subarnarekha basin, India, using a novel hybrid multi-criteria approach in Google earth Engine

C Singha, KC Swain, B Pradhan, DK Rusia, A Moghimi… - Heliyon, 2024 - cell.com
Assessing groundwater potential for sustainable resource management is critically
important. In addressing this concern, this study aims to advance the field by develo** an …

[HTML][HTML] Fusion of remote sensing data using GIS-based AHP-weighted overlay techniques for groundwater sustainability in arid regions

M Abdekareem, N Al-Arifi, F Abdalla, A Mansour… - Sustainability, 2022 - mdpi.com
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 …

[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 …

Application of bagging and boosting ensemble machine learning techniques for groundwater potential map** in a drought-prone agriculture region of eastern India

K Halder, AK Srivastava, A Ghosh, R Nabik… - Environmental Sciences …, 2024 - Springer
Groundwater is a primary source of drinking water for billions worldwide. It plays a crucial
role in irrigation, domestic, and industrial uses, and significantly contributes to drought …

[HTML][HTML] Map** 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 …

Delineation of groundwater potential zones using GIS and AHP techniques in Coimbatore district, South India

KP Kom, B Gurugnanam, V Sunitha - International Journal of Energy and …, 2024 - Springer
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 …