Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India
The present study involved the combined applications of advanced techniques and tools like remote sensing, geographic informatic system (GIS), electrical resistivity, MCDA, to assess the potential zones of groundwater occurrence. Several prepared thematic layers, including geology, geomorphology, ra...
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oai:doaj.org-article:268d3beda6bd45398cd81540bed3b7582021-11-05T17:03:22ZAssessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India2709-80282709-803610.2166/aqua.2021.129https://doaj.org/article/268d3beda6bd45398cd81540bed3b7582021-05-01T00:00:00Zhttp://aqua.iwaponline.com/content/70/3/375https://doaj.org/toc/2709-8028https://doaj.org/toc/2709-8036The present study involved the combined applications of advanced techniques and tools like remote sensing, geographic informatic system (GIS), electrical resistivity, MCDA, to assess the potential zones of groundwater occurrence. Several prepared thematic layers, including geology, geomorphology, rainfall, lineament, land use land cover (LULC), drainage density, soil type, slope, and soil texture, were assigned with a weight, depending on their influence on groundwater potential. Normalization concerned with relative contribution is applied in this study using the AHP method. Vertical electrical sounding has been conducted on different points to locate water-bearing formations/fracture zones. The resulting groundwater potential areas that are delineated applying these methods have been categorized into five zones, low, medium, medium-high, high, and very high potential. The groundwater potential zones demarcated show that high potential zones are present in the west and north-eastern portion, while low to medium groundwater potential is located in the central and eastern portion. The obtained result was validated using well yield data, and ROC method from which result accuracy obtained is 80% and the area under the ROC curve is found to be 0.857 at a significance value of less than 0.001, which justifies the efficacy of the proposed approach in the demarcation of groundwater potential zone. HIGHLIGHTS Used multi-influencing factors to assess potential groundwater zone.; The present study is carried out in the Proterozoic sedimentary rocks terrain.; MCDA was adopted to calculate the weight and rank of the thematic layer.; Vertical electrical sounding has been conducted on different points to locate out water-bearing formations/fracture zones.; The obtained result is validated using well yield data and the ROC method.;D. C. JhariyaRubia KhanK. C. MondalTarun KumarIndhulekha K.Vikal K. SinghIWA Publishingarticleanalytical hierarchical process (ahp)gisgroundwater potentialmulti-criteria decision analysis (mcda)resistivity surveyEnvironmental technology. Sanitary engineeringTD1-1066Environmental sciencesGE1-350ENAqua, Vol 70, Iss 3, Pp 375-400 (2021) |
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analytical hierarchical process (ahp) gis groundwater potential multi-criteria decision analysis (mcda) resistivity survey Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 |
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analytical hierarchical process (ahp) gis groundwater potential multi-criteria decision analysis (mcda) resistivity survey Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 D. C. Jhariya Rubia Khan K. C. Mondal Tarun Kumar Indhulekha K. Vikal K. Singh Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India |
description |
The present study involved the combined applications of advanced techniques and tools like remote sensing, geographic informatic system (GIS), electrical resistivity, MCDA, to assess the potential zones of groundwater occurrence. Several prepared thematic layers, including geology, geomorphology, rainfall, lineament, land use land cover (LULC), drainage density, soil type, slope, and soil texture, were assigned with a weight, depending on their influence on groundwater potential. Normalization concerned with relative contribution is applied in this study using the AHP method. Vertical electrical sounding has been conducted on different points to locate water-bearing formations/fracture zones. The resulting groundwater potential areas that are delineated applying these methods have been categorized into five zones, low, medium, medium-high, high, and very high potential. The groundwater potential zones demarcated show that high potential zones are present in the west and north-eastern portion, while low to medium groundwater potential is located in the central and eastern portion. The obtained result was validated using well yield data, and ROC method from which result accuracy obtained is 80% and the area under the ROC curve is found to be 0.857 at a significance value of less than 0.001, which justifies the efficacy of the proposed approach in the demarcation of groundwater potential zone. HIGHLIGHTS
Used multi-influencing factors to assess potential groundwater zone.;
The present study is carried out in the Proterozoic sedimentary rocks terrain.;
MCDA was adopted to calculate the weight and rank of the thematic layer.;
Vertical electrical sounding has been conducted on different points to locate out water-bearing formations/fracture zones.;
The obtained result is validated using well yield data and the ROC method.; |
format |
article |
author |
D. C. Jhariya Rubia Khan K. C. Mondal Tarun Kumar Indhulekha K. Vikal K. Singh |
author_facet |
D. C. Jhariya Rubia Khan K. C. Mondal Tarun Kumar Indhulekha K. Vikal K. Singh |
author_sort |
D. C. Jhariya |
title |
Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India |
title_short |
Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India |
title_full |
Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India |
title_fullStr |
Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India |
title_full_unstemmed |
Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India |
title_sort |
assessment of groundwater potential zone using gis-based multi-influencing factor (mif), multi-criteria decision analysis (mcda) and electrical resistivity survey techniques in raipur city, chhattisgarh, india |
publisher |
IWA Publishing |
publishDate |
2021 |
url |
https://doaj.org/article/268d3beda6bd45398cd81540bed3b758 |
work_keys_str_mv |
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