Assessment of groundwater potential zones in data-scarce regions using GIS-based multicriteria decision making approach

被引:2
|
作者
Dandapat, Kishor [1 ]
Chatterjee, Uday [2 ]
Das, Sandipan [3 ]
Patra, Arpita [1 ]
Manna, Harekrishna [4 ]
Ghosh, Anitabha [5 ]
Pal, Subodh Chandra [5 ]
Islam, Abu Reza Md. Towfiqul [6 ,7 ]
Costache, Romulus [8 ,9 ]
Alam, Edris [10 ,11 ]
Islam, Md Kamrul [12 ]
机构
[1] Vidyasagar Univ, Dept Geog, Seva Bharati Mahavidyalaya, Jhargram, India
[2] Bhatter Coll, Dept Geog, Dantan, India
[3] Symbiosis Int Deemed Univ, Symbiosis Inst Geoinformat SIG, Pune, India
[4] Univ Karnataka, Sch Earth Sci Cent, Dept Geog, Kalaburagi, India
[5] Univ Burdwan, Dept Geog, Purba Bardhaman, W Bengal, India
[6] Begum Rokeya Univ, Dept Disaster Management, Rangpur, Bangladesh
[7] Daffodil Int Univ, Dept Dev Studies, Dhaka, Bangladesh
[8] Transilvania Univ Brasov, Dept Civil Engn, Brasov, Romania
[9] Danube Delta Natl Inst Res & Dev, Tulcea, Romania
[10] Rabdan Acad, Fac Resilience, Abu Dhabi, U Arab Emirates
[11] Univ Chittagong, Dept Geog & Environm Studies, Chittagong, Bangladesh
[12] King Faisal Univ, Coll Engn, Dept Civil & Environm Engn, Alahsa, Saudi Arabia
关键词
Groundwater potential; AHP; multicriteria; geospatial; FREQUENCY RATIO; DELINEATION; PROVINCE; BASIN; DISTRICT; MODEL; ZONATION; WEIGHTS; TERRAIN; CLIMATE;
D O I
10.1080/10106049.2024.2311202
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Groundwater is an essential natural resource that sustains numerous ecological systems and human lifestyles. The Jhargram district is facing persistent groundwater development issues, requiring comprehensive monitoring and planning, as most farmers heavily rely on groundwater for crop production. The groundwater potential zone of the Jhargram district was classified into five classes, viz., very high (5.82%), high (50.81%), moderate (30.33%), low (13.01%), and very low (0.03%), zones, respectively. The results were assessed for validity using ROC curves, which demonstrated an accuracy rate of 80.4%. The calculation of the AUC was performed in order to assess the overall accuracy of the predicted GWPZ. The GWPZ map is crucial for implementing artificial recharge structures like percolation ponds, bunds and trenching in semi-arid regions. It aids in developing sustainable groundwater management policies, mitigating drought, climate change, and water scarcity, and aiding farmers, regional planners, policy-makers, climate change experts, and local governments.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] A new approach to flood susceptibility assessment in data-scarce and ungauged regions based on GIS-based hybrid multi criteria decision-making method
    Kanani-Sadat, Yousef
    Arabsheibani, Reza
    Karimipour, Farid
    Nasseri, Mohsen
    [J]. JOURNAL OF HYDROLOGY, 2019, 572 : 17 - 31
  • [2] Geospatial analysis of groundwater potential zones using GIS-based multi-criteria decision-making AHP approach
    Nandi, Debabrata
    Sing, Debasish
    Sahu, Pramod Chandra
    [J]. SUSTAINABLE WATER RESOURCES MANAGEMENT, 2024, 10 (04)
  • [3] Assessment of groundwater potential zones using GIS-based multicriteria decision analysis: a case study on Enemor and Ener Woreda, Central Ethiopia Region
    Moshe, Alene
    Beza, Manamno
    [J]. H2OPEN JOURNAL, 2024, 7 (03) : 286 - 302
  • [4] GIS-based multicriteria evaluation with multiscale analysis to characterize urban landslide susceptibility in data-scarce environments
    Dragicevic, Suzana
    Lai, Terence
    Balram, Shivanand
    [J]. HABITAT INTERNATIONAL, 2015, 45 : 114 - 125
  • [5] Delineation of potential groundwater zones based on multicriteria decision making technique
    Pandi, Dinagarapandi
    Kothandaraman, Saravanan
    Kuppusamy, Mohan
    [J]. JOURNAL OF GROUNDWATER SCIENCE AND ENGINEERING, 2020, 8 (02): : 180 - 194
  • [6] Using the fuzzy majority approach for GIS-based multicriteria group decision-making
    Boroushaki, Soheil
    Malczewski, Jacek
    [J]. COMPUTERS & GEOSCIENCES, 2010, 36 (03) : 302 - 312
  • [7] GIS-based multi-criteria decision making and entropy approaches for groundwater potential zones delineation
    Elham Forootan
    Fakhrossadat Seyedi
    [J]. Earth Science Informatics, 2021, 14 : 333 - 347
  • [8] GIS-based multi-criteria decision making and entropy approaches for groundwater potential zones delineation
    Forootan, Elham
    Seyedi, Fakhrossadat
    [J]. EARTH SCIENCE INFORMATICS, 2021, 14 (01) : 333 - 347
  • [9] Identification of groundwater potential zones in data-scarce mountainous region using explainable machine learning
    Dahal, Kshitij
    Sharma, Sandesh
    Shakya, Amin
    Talchabhadel, Rocky
    Adhikari, Sanot
    Pokharel, Anju
    Sheng, Zhuping
    Pradhan, Ananta Man Singh
    Kumar, Saurav
    [J]. JOURNAL OF HYDROLOGY, 2023, 627
  • [10] Identification of groundwater potential zones using integrated GIS-based analytical hierarchy process and multicriteria decision analysis methods in Jedeb watershed, Ethiopia
    Temesgen Mekuriaw Manderso
    Yitbarek Andualem Mekonnen
    Tadege Aragaw Worku
    Imran Ahmed
    Shimelis G. Setegn
    [J]. Sustainable Water Resources Management, 2024, 10