Global review of groundwater potential models in the last decade: parameters, model techniques, and validation

NN Thanh, P Thunyawatcharakul, NH Ngu… - Journal of …, 2022 - Elsevier
This paper aims to review parameters, model techniques, validation methods in
groundwater potential field. According to statistics, there are three major model groups used …

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 …

Ensemble boosting and bagging based machine learning models for groundwater potential prediction

A Mosavi, F Sajedi Hosseini, B Choubin… - Water Resources …, 2021 - Springer
Due to the rapidly increasing demand for groundwater, as one of the principal freshwater
resources, there is an urge to advance novel prediction systems to more accurately estimate …

Delineation of groundwater potential zones in a drought-prone semi-arid region of east India using GIS and analytical hierarchical process techniques

I Mukherjee, UK Singh - Catena, 2020 - Elsevier
Over-extraction of groundwater has compromised its climatic resilience properties and the
arid/semi-arid rural tracts are becoming increasingly vulnerable to the risks of groundwater …

[HTML][HTML] Soft computing ensemble models based on logistic regression for groundwater potential map**

PT Nguyen, DH Ha, M Avand, A Jaafari, HD Nguyen… - Applied Sciences, 2020 - mdpi.com
Groundwater potential maps are one of the most important tools for the management of
groundwater storage resources. In this study, we proposed four ensemble soft computing …

GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

W Chen, H Li, E Hou, S Wang, G Wang… - Science of the Total …, 2018 - Elsevier
The aim of the current study was to produce groundwater spring potential maps using novel
ensemble weights-of-evidence (WoE) with logistic regression (LR) and functional tree (FT) …

Delineation of groundwater potential zone for sustainable development: A case study from Ganga Alluvial Plain covering Hooghly district of India using remote …

S Patra, P Mishra, SC Mahapatra - Journal of Cleaner Production, 2018 - Elsevier
In the context of considerable change in the use of groundwater pattern, particularly with
continuously increasing demand for groundwater due to growing population, expansion of …

[HTML][HTML] Modeling groundwater potential using novel GIS-based machine-learning ensemble techniques

A Arabameri, SC Pal, F Rezaie, OA Nalivan… - Journal of Hydrology …, 2021 - Elsevier
Study region The present study has been carried out in the Tabriz River basin (5397 km 2) in
north-western Iran. Elevations vary from 1274 to 3678 m above sea level, and slope angles …

GIS-based groundwater potential map** in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approaches

A Arabameri, K Rezaei, A Cerda, L Lombardo… - Science of the total …, 2019 - Elsevier
In arid and semi-arid areas, groundwater resource is one of the most important water
sources by the humankind. Knowledge of groundwater distribution over space, associated …

Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization

W Chen, M Panahi, K Khosravi, HR Pourghasemi… - Journal of …, 2019 - Elsevier
Groundwater is one of the most beneficial natural resources worldwide. The main aim of the
present study is the map** of groundwater potential of the Zhangjiamao area in China …