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 …

GIS and AHP techniques based delineation of groundwater potential zones: a case study from southern Western Ghats, India

P Arulbalaji, D Padmalal, K Sreelash - Scientific reports, 2019 - nature.com
Over-exploitation of groundwater and marked changes in climate over the years have
imposed immense pressure on the global groundwater resources. As demand of potable …

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential map**: a case study at Mehran Region, Iran

O Rahmati, HR Pourghasemi, AM Melesse - Catena, 2016 - Elsevier
Groundwater is considered as the most important natural resources in arid and semi-arid
regions. In this study, the application of random forest (RF) and maximum entropy (ME) …

Groundwater potential map** at Kurdistan region of Iran using analytic hierarchy process and GIS

O Rahmati, A Nazari Samani, M Mahdavi… - Arabian Journal of …, 2015 - Springer
Multi-criteria decision analysis (MCDA) as an advantageous tool has been applied by
various researchers to improve their management ability. Management of groundwater …

Application of analytical hierarchy process, frequency ratio, and certainty factor models for groundwater potential map** using GIS

Y Razandi, HR Pourghasemi, NS Neisani… - Earth Science …, 2015 - Springer
The main goal of this study was to investigate the analytical hierarchy process (AHP),
frequency ratio (FR), and certainty factor (CF) models for groundwater potential map** …

Groundwater potential zone map** using analytical hierarchy process and GIS in Muga Watershed, Abay Basin, Ethiopia

T Melese, T Belay - Global Challenges, 2022 - Wiley Online Library
Groundwater is an important resource that contributes significantly to the total annual water
supply. The purpose of the present study is to assess and delineate the groundwater …

Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential

Y Chen, W Chen, S Chandra Pal, A Saha… - Geocarto …, 2022 - Taylor & Francis
Delineation of the groundwater's potential zones is a growing phenomenon worldwide due
to the high demand for fresh groundwater. Therefore, the identification of potential …

Map** of groundwater potential zones in crystalline terrain using remote sensing, GIS techniques, and multicriteria data analysis (Case of the Ighrem Region …

K Benjmel, F Amraoui, S Boutaleb, M Ouchchen… - Water, 2020 - mdpi.com
This research work is intended as a contribution to the development of a multicriteria
methodology, combining several factors to control the availability of groundwater resources …

Groundwater potential map** using C5. 0, random forest, and multivariate adaptive regression spline models in GIS

A Golkarian, SA Naghibi, B Kalantar… - Environmental monitoring …, 2018 - Springer
Ever increasing demand for water resources for different purposes makes it essential to
have better understanding and knowledge about water resources. As known, groundwater …

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 …