IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v24y2022i3d10.1007_s10668-021-01563-1.html
   My bibliography  Save this article

Multi-decadal groundwater variability analysis using geostatistical method for groundwater sustainability

Author

Listed:
  • Zubairul Islam

    (Adigrat University)

  • Muthukumarasamy Ranganathan

    (CSSH, Adigrat University)

  • Murugesan Bagyaraj

    (Debre Berhan University)

  • Sudhir Kumar Singh

    (University of Allahabad)

  • Sandeep Kumar Gautam

    (University of Lucknow)

Abstract

The general aim of the present study was to understand the groundwater level change of period 2001–2020 using geostatistical analysis at village level of Cuddalore district, Tamil Nadu, India. Further, three specific objectives were delineated as follows: to find the spatial pattern of groundwater level change, to estimate hot and cold spots of groundwater level change, and to model spatially varying relationship between change in groundwater level and population density. The groundwater level data have been downloaded from Central Ground Water Board (CGWB), Government of India. Gridded Population version 4 (GPWv4.11) dataset was downloaded for population density analysis. The Moran’s I method was applied to remove spatial autocorrelation as it is a correlation coefficient that measures the spatial autocorrelation present in a data. Hotspot analysis was performed to create statistically significant map of hot and cold spots with the help of Getis-Ord Gi* statistic. Geographically weighted regression (GWR) tool was implemented for modeling spatially varying relationship. The analysis results show the spatial pattern of groundwater level change is highly clustered, the z-score (57.53), which verify that the clustered sequence could be the outcome of random chance due to less than 1% likelihood. Groundwater level is found decreasing in 75% of the study area. The results of the GWR model show more groundwater level change than expected in relation to change in population density as 143 villages were classified within the band of 0.5–1.5 standard deviation, 35 villages were classified within the band of 1.5–2.5 standard deviation and 25 villages were classified in the band of > 2.5 standard deviation. Further, results indicate that groundwater level is decreasing at an alarming rate in the area. Hence, it is particularly important for policy makers to formulate policies, programs and projects specific to this region and to minimize groundwater level depletion.

Suggested Citation

  • Zubairul Islam & Muthukumarasamy Ranganathan & Murugesan Bagyaraj & Sudhir Kumar Singh & Sandeep Kumar Gautam, 2022. "Multi-decadal groundwater variability analysis using geostatistical method for groundwater sustainability," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3146-3164, March.
    • Handle: RePEc:spr:endesu:v:24:y:2022:i:3:d:10.1007_s10668-021-01563-1
    DOI: 10.1007/s10668-021-01563-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-021-01563-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10668-021-01563-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. B. Anand & D. Karunanidhi & T. Subramani & K. Srinivasamoorthy & M. Suresh, 2020. "Long-term trend detection and spatiotemporal analysis of groundwater levels using GIS techniques in Lower Bhavani River basin, Tamil Nadu, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 2779-2800, April.
    2. Sudhir Singh & Prashant Srivastava & Avinash Pandey & Sandeep Gautam, 2013. "Integrated Assessment of Groundwater Influenced by a Confluence River System: Concurrence with Remote Sensing and Geochemical Modelling," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(12), pages 4291-4313, September.
    3. Matthew Rodell & Isabella Velicogna & James S. Famiglietti, 2009. "Satellite-based estimates of groundwater depletion in India," Nature, Nature, vol. 460(7258), pages 999-1002, August.
    4. Stephen Matthews & Tse-Chuan Yang, 2012. "Mapping the results of local statistics," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 26(6), pages 151-166.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Meena, Raj Pal & Karnam, Venkatesh & R, Sendhil & Rinki, & Sharma, R.K. & Tripathi, S.C. & Singh, Gyanendra Pratap, 2019. "Identification of water use efficient wheat genotypes with high yield for regions of depleting water resources in India," Agricultural Water Management, Elsevier, vol. 223(C), pages 1-1.
    2. Valbuena, Diego & Tui, Sabine Homann-Kee & Erenstein, Olaf & Teufel, Nils & Duncan, Alan & Abdoulaye, Tahirou & Swain, Braja & Mekonnen, Kindu & Germaine, Ibro & Gérard, Bruno, 2015. "Identifying determinants, pressures and trade-offs of crop residue use in mixed smallholder farms in Sub-Saharan Africa and South Asia," Agricultural Systems, Elsevier, vol. 134(C), pages 107-118.
    3. Yusuke Kuwayama, 2019. "Policy Note: "Opportunities and Challenges of Using Satellite Data to Inform Water Policy"," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 1-9, July.
    4. Bahi, Dhilanveer Teja Singh & Paavola, Jouni, 2023. "Liquid petroleum gas access and consumption expenditure: measuring energy poverty through wellbeing and gender equality in India," LSE Research Online Documents on Economics 120564, London School of Economics and Political Science, LSE Library.
    5. Sriroop Chaudhuri & Mimi Roy & Louis M. McDonald & Yves Emendack, 2021. "Reflections on farmers’ social networks: a means for sustainable agricultural development?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 2973-3008, March.
    6. Shah, M., 2018. "Reforming India’s water governance to meet 21st century challenges: practical pathways to realizing the vision of the Mihir Shah Committee," IWMI Working Papers H049192, International Water Management Institute.
    7. Mosai, Alseno K. & Tokwana, Bontle C. & Tutu, Hlanganani, 2022. "Computer simulation modelling of the simultaneous adsorption of Cd, Cu and Cr from aqueous solutions by agricultural clay soil: A PHREEQC geochemical modelling code coupled to parameter estimation (PE," Ecological Modelling, Elsevier, vol. 465(C).
    8. Jayanta Das & A. T. M. Sakiur Rahman & Tapash Mandal & Piu Saha, 2021. "Exploring driving forces of large-scale unsustainable groundwater development for irrigation in lower Ganga River basin in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7289-7309, May.
    9. Auwalu Faisal Koko & Yue Wu & Ghali Abdullahi Abubakar & Akram Ahmed Noman Alabsi & Roknisadeh Hamed & Muhammed Bello, 2021. "Thirty Years of Land Use/Land Cover Changes and Their Impact on Urban Climate: A Study of Kano Metropolis, Nigeria," Land, MDPI, vol. 10(11), pages 1-27, October.
    10. Rajat Agarwal & P. K. Garg, 2016. "Remote Sensing and GIS Based Groundwater Potential & Recharge Zones Mapping Using Multi-Criteria Decision Making Technique," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 243-260, January.
    11. Abdulaziz Alqahtani & Tom Sale & Michael J. Ronayne & Courtney Hemenway, 2021. "Demonstration of Sustainable Development of Groundwater through Aquifer Storage and Recovery (ASR)," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(2), pages 429-445, January.
    12. Prathapar, S. & Dhar, S. & Rao, G. Tamma & Maheshwari, B., 2015. "Performance and impacts of managed aquifer recharge interventions for agricultural water security: A framework for evaluation," Agricultural Water Management, Elsevier, vol. 159(C), pages 165-175.
    13. Pennan Chinnasamy & Govindasamy Agoramoorthy, 2015. "Groundwater Storage and Depletion Trends in Tamil Nadu State, India," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(7), pages 2139-2152, May.
    14. Qifeng Huang & Longhuan Wang & Binghao Jia & Xin Lai & Qing Peng, 2023. "Impact of Climate Change on the Spatio-Temporal Variation in Groundwater Storage in the Guangdong–Hong Kong–Macao Greater Bay Area," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    15. Jay Mittal & Sweta Byahut, 2019. "Scenic landscapes, visual accessibility and premium values in a single family housing market: A spatial hedonic approach," Environment and Planning B, , vol. 46(1), pages 66-83, January.
    16. Rajat Agarwal & P. Garg, 2016. "Remote Sensing and GIS Based Groundwater Potential & Recharge Zones Mapping Using Multi-Criteria Decision Making Technique," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 243-260, January.
    17. Stephen Matthews & Daniel M. Parker, 2013. "Progress in Spatial Demography," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(10), pages 271-312.
    18. Qianhan Wu & Linghong Ke & Jida Wang & Tamlin M. Pavelsky & George H. Allen & Yongwei Sheng & Xuejun Duan & Yunqiang Zhu & Jin Wu & Lei Wang & Kai Liu & Tan Chen & Wensong Zhang & Chenyu Fan & Bin Yon, 2023. "Satellites reveal hotspots of global river extent change," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    19. Alam, Mohammad Faiz & Pavelic, Paul, 2020. "Underground Transfer of Floods for Irrigation (UTFI): exploring potential at the global scale," IWMI Research Reports H050008, International Water Management Institute.
    20. Awada, Hassan & Di Prima, Simone & Sirca, Costantino & Giadrossich, Filippo & Marras, Serena & Spano, Donatella & Pirastru, Mario, 2022. "A remote sensing and modeling integrated approach for constructing continuous time series of daily actual evapotranspiration," Agricultural Water Management, Elsevier, vol. 260(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:endesu:v:24:y:2022:i:3:d:10.1007_s10668-021-01563-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.