Assessment of groundwater potential zones in Saroor Nagar watershed, Telangana, India, using geospatial techniques and analytical hierarchy process

被引:0
|
作者
Shiva Chandra Vaddiraju
Reshma Talari
机构
[1] National Institute of Technology,Department of Civil Engineering
[2] Maturi Venkata Subba Rao Engineering College,Department of Civil Engineering
关键词
Groundwater potential; Analytical Hierarchy Process; GIS; Multi-criteria decision analysis (MCDA); Support vector machine; ROC;
D O I
暂无
中图分类号
学科分类号
摘要
Human survival depends on access to water. Studies of surface water are well documented, but it is challenging to know precisely where to find the groundwater resources. In order to meet water needs both now and in the future, precise understanding of groundwater resources is necessary. The Analytical Hierarchy Process (AHP) and Geographical Information System (GIS) in combination with multicriteria parameters have become an effective method for assessing groundwater potential in recent years. To date, however, there have been no attempts made to define the study area’s groundwater potential. As a result, the groundwater potential of the Saroor Nagar watershed consisting an area of 42 km2 was delineated in this study using AHP, overlay analysis, GIS, and seven thematic layers (geology, slope, drainage density, rainfall, distance to waterbody, soil, and land use/land cover) for the years 2008, 2014, and 2020. The weights are assigned based on the overall setting of the region, and AHP looks for consistency ratios to optimize the weights and ranks of different thematic layers. The resulting groundwater potential zones (GWPZ) delineated using the above methods have been classified as very good, good, moderate, and poor. The research revealed that the study area has only moderate and good potential zones, with few poor zones and no very good zones. In the years 2008, 2014, and 2020, the moderate zones accounted for 76.19, 86.2, and 59.76%, of the total area, respectively, and the good zones accounted for 23.57, 12.61, and 40% of the total area. Using groundwater level data and the ROC method, the obtained result was validated, and the area under the ROC curve was 0.762, 0.850, 0.724 for 2008, 2014, and 2020, respectively, proving the viability of the suggested method for defining groundwater potential zones.
引用
收藏
页码:79758 / 79773
页数:15
相关论文
共 50 条
  • [21] Identification of groundwater potential zones using geospatial techniques and analytical hierarchy process (AHP): case of the middle and high Cheliff basin, Algeria
    Maizi, Djamel
    Boufekane, Abdelmadjid
    Busico, Gianluigi
    APPLIED GEOMATICS, 2023, 15 (04) : 1005 - 1017
  • [22] Identification of groundwater potential zones using geospatial techniques and analytical hierarchy process (AHP): case of the middle and high Cheliff basin, Algeria
    Djamel Maizi
    Abdelmadjid Boufekane
    Gianluigi Busico
    Applied Geomatics, 2023, 15 : 1005 - 1017
  • [23] Delineation of groundwater potential zone using analytical hierarchy process and GIS for Gundihalla watershed, Karnataka, India
    Subbarayan Saravanan
    Thiyagarajan Saranya
    Jesudasan Jacinth Jennifer
    Leelambar Singh
    Ayyakkannu Selvaraj
    Devanantham Abijith
    Arabian Journal of Geosciences, 2020, 13
  • [24] Predicting the future land use and land cover changes for Saroor Nagar Watershed, Telangana, India, using open-source GIS
    Vaddiraju, Shiva Chandra
    Talari, Reshma
    Bhavana, K.
    Apsana, S.
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2023, 195 (12)
  • [25] Predicting the future land use and land cover changes for Saroor Nagar Watershed, Telangana, India, using open-source GIS
    Shiva Chandra Vaddiraju
    Reshma Talari
    K. Bhavana
    S. Apsana
    Environmental Monitoring and Assessment, 2023, 195
  • [26] Delineation of groundwater potential zone using analytical hierarchy process and GIS for Gundihalla watershed, Karnataka, India
    Saravanan, Subbarayan
    Saranya, Thiyagarajan
    Jennifer, Jesudasan Jacinth
    Singh, Leelambar
    Selvaraj, Ayyakkannu
    Abijith, Devanantham
    ARABIAN JOURNAL OF GEOSCIENCES, 2020, 13 (15)
  • [27] Applications of geospatial analysis and analytical hierarchy process to identify the groundwater recharge potential zones and suitable recharge structures in the Ajani-Jhiri watershed of north Maharashtra, India
    Sahu, Uday
    Wagh, Vasant
    Mukate, Shrikant
    Kadam, Ajaykumar
    Patil, Sanjay
    GROUNDWATER FOR SUSTAINABLE DEVELOPMENT, 2022, 17
  • [28] Mapping of groundwater potential zones using the fuzzy analytic hierarchy process and geospatial technique
    Chaudhry, Akshay Kumar
    Kumar, Kamal
    Alam, Mohd Afaq
    GEOCARTO INTERNATIONAL, 2021, 36 (20) : 2323 - 2344
  • [29] Delineation of groundwater potential zone using geospatial tools and analytical hierarchy process (AHP) in the state of Uttarakhand, India
    Singh, Atar
    Kumar, Rajesh
    Kumar, Ramesh
    Pippal, Prity Singh
    Sharma, Payal
    Tanuja
    Sharma, Abhilasha
    ADVANCES IN SPACE RESEARCH, 2024, 73 (06) : 2939 - 2954
  • [30] Groundwater Potential Assessment Using Integrated Geospatial and Analytic Hierarchy Process Techniques (AHP) in Chemoga Watershed, Upper Blue Nile Basin, Ethiopia
    Kassa, Samuel Berihun
    Zimale, Fasikaw Atanaw
    Mulu, Arega
    Worku, Tadege Aragaw
    Wossene, Mindesilew Lakew
    Meshesha, Taye Minichil
    Hailu, Yoseph Buta
    Aman, Tadele F.
    Kifelew, Mekash S.
    Mekonnen, Habtamu Asrat
    AIR SOIL AND WATER RESEARCH, 2025, 18