Integrated multi-criteria analysis for groundwater potential mapping in Precambrian hard rock terranes (North Gujarat), India

被引:15
|
作者
Pradhan, Rudra Mohan [1 ]
Guru, Balamurugan [2 ,3 ]
Pradhan, Biswajeet [4 ,5 ,6 ]
Biswal, Tapas Kumar [1 ]
机构
[1] Indian Inst Technol, Dept Earth Sci, Powai, India
[2] Tata Inst Social Sci, Ctr Geoinformat, Mumbai, Maharashtra, India
[3] Cent Univ Tamil Nadu, Dept Geol, Thiruvarur, India
[4] Univ Technol Sydney, Fac Engn & Informat Technol, Ctr Adv Modelling & Geospatial Informat Syst CAMG, Ultimo, NSW, Australia
[5] King Abdulaziz Univ, Ctr Excellence Climate Change Res, Jeddah, Saudi Arabia
[6] Univ Kebangsaan Malaysia, Inst Climate Change, Earth Observat Ctr, Bangi, Malaysia
关键词
groundwater; analytical hierarchy process; geographic information system; electrical resistivity tomography; Ambaji basin; Precambrian terrane; ANALYTIC HIERARCHY PROCESS; GEOGRAPHICAL INFORMATION-SYSTEM; REGRESSION SPLINE MODELS; MACHINE LEARNING-MODELS; WEIGHTS-OF-EVIDENCE; LOGISTIC-REGRESSION; DECISION-MAKING; SPATIAL-ANALYSIS; FREQUENCY RATIO; SITE SELECTION;
D O I
10.1080/02626667.2021.1906427
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
In North Gujarat, local communities depend on the Precambrian basement aquifers for their primary source of water supply. The increasing demand for potable water puts stress on exploring for groundwater from less reliable sources of basement rocks. The main objective is to map groundwater potential zones (GWPZs) in water-scarce Precambrian terranes using integrated multi-criteria analysis (analytical hierarchy process and geospatial techniques). The output of the GWPZ map was grouped into six different categories. The results show that very high and high groundwater potentials extend over areas of 4.29% and 12.86%, respectively. The kappa index method was used for validation and showed an effective result between collected water-level data with calculated GWPZ. It shows 83.3% accuracy for very high, 85.7% for high and 90.1% for moderate GWPZs. The study shows promise and highlights that such an integrated analysis is reliable and can be applied anywhere with a similar set-up for groundwater prospecting and management.
引用
收藏
页码:961 / 978
页数:18
相关论文
共 50 条
  • [41] Assessing Multi-Criteria Decision Analysis Models for Predicting Groundwater Quality in a River Basin of South India
    Jenifer, M. Annie
    Jha, Madan Kumar
    Khatun, Amina
    SUSTAINABILITY, 2021, 13 (12)
  • [42] A Multi-Criteria Decision Analysis (MCDA) Approach for Landslide Susceptibility Mapping of a Part of Darjeeling District in North-East Himalaya, India
    Saha, Abhik
    Villuri, Vasanta Govind Kumar
    Bhardwaj, Ashutosh
    Kumar, Satish
    APPLIED SCIENCES-BASEL, 2023, 13 (08):
  • [43] Delineation of groundwater potential zones using integrated remote sensing, GIS and multi-criteria decision making (MCDM)
    Elubid, Basheer A.
    Huang, Tao
    Peng, Dao-Ping
    Ahmed, Ekhlas H.
    Babiker, Mohammed M.
    DESALINATION AND WATER TREATMENT, 2020, 192 : 248 - 258
  • [44] Integrated hydrogeophysical and GIS based demarcation of groundwater potential and vulnerability zones in a hard rock and sedimentary terrain of Southern India
    Sankar, K.
    Karunanidhi, D.
    Kalaivanan, K.
    Subramani, T.
    Shanthi, D.
    Balamurugan, P.
    CHEMOSPHERE, 2023, 316
  • [45] Use of Multi-Criteria Decision Analysis (MCDA) for Mapping Erosion Potential in Gulf of Mexico Watersheds
    Cartwright, John H.
    Shammi, Sadia Alam
    Rodgers, John C., III
    WATER, 2022, 14 (12)
  • [46] Groundwater potential zone mapping of middle Andaman using multi-criteria decision-making and support vector machine
    Kumar, Pardeep
    Singh, Priyadarshini
    Asthana, Harshita
    Yadav, Bhawna
    Mukherjee, Saumitra
    GROUNDWATER FOR SUSTAINABLE DEVELOPMENT, 2024, 26
  • [47] Remote Sensing and GIS Based Groundwater Potential & Recharge Zones Mapping Using Multi-Criteria Decision Making Technique
    Agarwal, Rajat
    Garg, P. K.
    WATER RESOURCES MANAGEMENT, 2016, 30 (01) : 243 - 260
  • [48] Groundwater Potential Mapping in a Rural River Basin by Union (OR) and Intersection (AND) of Four Multi-criteria Decision-Making Models
    Mahato, Susanta
    Pal, Swades
    NATURAL RESOURCES RESEARCH, 2019, 28 (02) : 523 - 545
  • [49] Groundwater Potential Mapping in a Rural River Basin by Union (OR) and Intersection (AND) of Four Multi-criteria Decision-Making Models
    Susanta Mahato
    Swades Pal
    Natural Resources Research, 2019, 28 : 523 - 545
  • [50] Multi-criteria Decision Analysis for Identifying Potential Sites for Future Urban Development in Haridwar, India
    Tiwari, Anuj
    Tyagi, Deepak
    Sharma, Surendra Kumar
    Suresh, Merugu
    Jain, Kamal
    ICCCE 2018, 2019, 500 : 761 - 777