Spatial prediction of groundwater potential map** based on convolutional neural network (CNN) and support vector regression (SVR)

M Panahi, N Sadhasivam, HR Pourghasemi… - Journal of …, 2020 - Elsevier
Freshwater shortages have become much more common globally in recent years. Water
resources that are naturally available beneath the surface are capable of reversing this …

Assessing groundwater potential zones and artificial recharge sites in the monsoon-fed Murredu river basin, India: An integrated approach using GIS, AHP, and Fuzzy …

PR Shekar, A Mathew - Groundwater for Sustainable Development, 2023 - Elsevier
The sustainable management of water relies heavily on groundwater resources, and an
important aspect of their effective utilization is artificial recharge. In the specific case of the …

Delineating groundwater potential zones of agriculture dominated landscapes using GIS based AHP techniques: a case study from Uttar Dinajpur district, West Bengal

S Biswas, BP Mukhopadhyay, A Bera - Environmental Earth Sciences, 2020 - Springer
Groundwater depletion and contamination has increased in recent decades due to
increased groundwater use and the intensification of agricultural practices. The increasing …

Groundwater potential zones for sustainable management plans in a river basin of India and Bangladesh

S Pal, S Kundu, S Mahato - Journal of Cleaner Production, 2020 - Elsevier
Groundwater crisis across the world is a thought-provoking issue and for resolving the
problem, it is highly necessary to identify the potential groundwater zones and estimate …

[HTML][HTML] Convolutional neural network and long short-term memory algorithms for groundwater potential map** in Anseong, South Korea

WL Hakim, AS Nur, F Rezaie, M Panahi, CW Lee… - Journal of Hydrology …, 2022 - Elsevier
Study region The study area was the Anseong-si area that located in the southernmost part
of Gyeonggi-do Province at 127° 19′ E, 36° 82′ N. Anseong has a transitional climate …

[HTML][HTML] Map** groundwater potential zones in Kanchanaburi Province, Thailand by integrating of analytic hierarchy process, frequency ratio, and random forest

NN Thanh, S Chotpantarat, NH Trung, NH Ngu - Ecological Indicators, 2022 - Elsevier
At the basic level, groundwater potential zone (GWPZ) map** plays an important role in
sustainable water resource management. There are different approaches to delineating …

Machine learning and GIS-RS-based algorithms for map** the groundwater potentiality in the Bundelkhand region, India

M Kumar, P Singh, P Singh - Ecological Informatics, 2023 - Elsevier
Map** the groundwater potential zones with high accuracy is always a difficult task. The
combination of Geographic Information System (GIS) and Remote Sensing (RS) with …

Integrated assessment of groundwater potential zones and artificial recharge sites using GIS and Fuzzy-AHP: a case study in Peddavagu watershed, India

PR Shekar, A Mathew - Environmental Monitoring and Assessment, 2023 - Springer
Groundwater is a crucial natural resource for providing reliable and long-lasting water
supplies across the globe. The integrated approach used in the current study involved the …

Assessing the impact of drought conditions on groundwater potential in Godavari Middle Sub-Basin, India using analytical hierarchy process and random forest …

M Masroor, S Rehman, H Sajjad, MH Rahaman… - Groundwater for …, 2021 - Elsevier
Severe drought conditions have affected ever increasing demand of water in Godavari
Middle Sub-Basin of India. Thus, assessment of drought and its impact on groundwater …

Application of support vector regression and metaheuristic optimization algorithms for groundwater potential map** in Gangneung-si, South Korea

MF Fadhillah, S Lee, CW Lee, YC Park - Remote Sensing, 2021 - mdpi.com
The availability of groundwater is of concern. The demand for groundwater in Korea
increased by more than 100% during the period 1994–2014. This problem will increase with …