IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v27y2025i4d10.1007_s10668-023-04253-2.html
   My bibliography  Save this article

The impact of land use and land cover on groundwater fluctuations using remote sensing and geographical information system: Representative case study in Afghanistan

Author

Listed:
  • Ziaul Haq Doost

    (King Fahd University of Petroleum and Minerals)

  • Zaher Mundher Yaseen

    (King Fahd University of Petroleum and Minerals)

Abstract

As urbanization continues to accelerate, managing groundwater resources sustainably has become a momentous challenge for many cities, including Kabul. This study seeks to investigate the profound impact of land use and land cover (LULC) on groundwater fluctuations in the capital of Afghanistan. The present research relied on remote-sensed images and groundwater table data analyzed using an advanced geographic information system (GIS) environment. To develop LULC maps, two distinct models of Landsat image classification (supervised and unsupervised) were employed. The research practiced three time periods (2000, 2013, and 2020) and four crucial themes (bare land, built-up area, vegetation, and water bodies) to develop LULC maps. Moreover, the current study used two time intervals (2016 and 2020) for groundwater level maps within the region. The results indicate the superiority of the supervised Landsat image classification model by putting to use the support vector machine (SVM) technique. This approach yielded noticeably higher accuracies, with outcomes of 94.23%, 90.09%, and 88.18% for 2000, 2013, and 2020, respectively. The unsupervised Landsat image classification model, conversely, revealed results of 89%, 82.5%, and 84.26% for the same periods. To validate the accuracy of LULC maps and interpolation for groundwater table maps, taking advantage of the confusion matrix and cross-validation techniques, respectively. Findings clearly support the significant impact of LULC on groundwater fluctuations in Kabul city. The preeminent accuracy of the supervised Landsat image classification model provides powerful evidence for its effectiveness in precisely assessing the impacts of LULC on groundwater fluctuations.

Suggested Citation

  • Ziaul Haq Doost & Zaher Mundher Yaseen, 2025. "The impact of land use and land cover on groundwater fluctuations using remote sensing and geographical information system: Representative case study in Afghanistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(4), pages 9515-9538, April.
    • Handle: RePEc:spr:endesu:v:27:y:2025:i:4:d:10.1007_s10668-023-04253-2
    DOI: 10.1007/s10668-023-04253-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-023-04253-2
    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/s10668-023-04253-2?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. Jirachai Buddhakulsomsiri & Parthana Parthanadee, 2008. "Stratified random sampling for estimating billing accuracy in health care systems," Health Care Management Science, Springer, vol. 11(1), pages 41-54, March.
    2. Pradipika Verma & Prafull Singh & S. K. Srivastava, 2020. "Impact of land use change dynamics on sustainability of groundwater resources using earth observation data," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(6), pages 5185-5198, August.
    3. Cho, J. & Barone, V.A. & Mostaghimi, S., 2009. "Simulation of land use impacts on groundwater levels and streamflow in a Virginia watershed," Agricultural Water Management, Elsevier, vol. 96(1), pages 1-11, January.
    4. Phoebe Koundouri, 2004. "Current Issues in the Economics of Groundwater Resource Management," Journal of Economic Surveys, Wiley Blackwell, vol. 18(5), pages 703-740, December.
    5. Thomas J. Mack & Michael P. Chornack & Mohammad R. Taher, 2013. "Groundwater-level trends and implications for sustainable water use in the Kabul Basin, Afghanistan," Environment Systems and Decisions, Springer, vol. 33(3), pages 457-467, September.
    6. Xiang Chen & Weiqi Zhou & Steward T. A. Pickett & Weifeng Li & Lijian Han, 2016. "Spatial-Temporal Variations of Water Quality and Its Relationship to Land Use and Land Cover in Beijing, China," IJERPH, MDPI, vol. 13(5), pages 1-17, April.
    7. Zhang, Xifeng & Zhang, Lanhui & He, Chansheng & Li, Jinlin & Jiang, Yiwen & Ma, Libang, 2014. "Quantifying the impacts of land use/land cover change on groundwater depletion in Northwestern China – A case study of the Dunhuang oasis," Agricultural Water Management, Elsevier, vol. 146(C), pages 270-279.
    8. Naser Shiri & Jalal Shiri & Zaher Mundher Yaseen & Sungwon Kim & Il-Moon Chung & Vahid Nourani & Mohammad Zounemat-Kermani, 2021. "Development of artificial intelligence models for well groundwater quality simulation: Different modeling scenarios," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-24, May.
    9. Jamila Ngondo & Joseph Mango & Ruiqing Liu & Joel Nobert & Alfonse Dubi & Heqin Cheng, 2021. "Land-Use and Land-Cover (LULC) Change Detection and the Implications for Coastal Water Resource Management in the Wami–Ruvu Basin, Tanzania," Sustainability, MDPI, vol. 13(8), pages 1-23, April.
    10. Simon Gosling & Nigel Arnell, 2016. "A global assessment of the impact of climate change on water scarcity," Climatic Change, Springer, vol. 134(3), pages 371-385, February.
    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. Samuel Asumadu Sarkodie & Maruf Yakubu Ahmed & Phebe Asantewaa Owusu, 2022. "Global adaptation readiness and income mitigate sectoral climate change vulnerabilities," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-17, December.
    2. Meredith, Elizabeth & Blais, Nicole, 2019. "Quantifying irrigation recharge sources using groundwater modeling," Agricultural Water Management, Elsevier, vol. 214(C), pages 9-16.
    3. Alain Ayong Le Kama & Agnès Tomini, 2012. "Water Conservation versus Soil Salinity Control," Working Papers hal-04141151, HAL.
    4. Edgar Tellez Foster & Amnon Rapoport & Ariel Dinar, 2018. "Alternative policies for subsidizing groundwater extraction: A field study in México," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 2(2), pages 55-69, September.
    5. Andrea Caravaggio & Luigi De Cesare & Andrea Di Liddo, 2023. "A Differential Game for Optimal Water Price Management," Games, MDPI, vol. 14(2), pages 1-15, April.
    6. James Roumasset & Christopher Wada, 2012. "The Economics of Groundwater," Working Papers 201211, University of Hawaii at Manoa, Department of Economics.
    7. Penglong Wang & Yao Wei & Fanglei Zhong & Xiaoyu Song & Bao Wang & Qinhua Wang, 2022. "Evaluation of Agricultural Water Resources Carrying Capacity and Its Influencing Factors: A Case Study of Townships in the Arid Region of Northwest China," Agriculture, MDPI, vol. 12(5), pages 1-24, May.
    8. Shaneyfelt, Calvin R. & Schoengold, Dr. Karina, 2014. "Irrigation Demand in a Changing Climate: Using disaggregate data to predict future groundwater use," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170586, Agricultural and Applied Economics Association.
    9. Mashkhura Babadjanova & Ihtiyor Bobojonov & Maksud Bekchanov & Lena Kuhn & Thomas Glauben, 2024. "Can domestic wheat farming meet the climate change-induced challenges of national food security in Uzbekistan?," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 40(3), pages 448-462, May.
    10. Halkos, George & Managi, Shunsuke, 2023. "New developments in the disciplines of environmental and resource economics," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 513-522.
    11. Julia Frutos Cachorro & Katrin Erdlenbruch & Mabel Tidball, 2019. "Sharing a Groundwater Resource in a Context of Regime Shifts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(4), pages 913-940, April.
    12. Ahmed Asmoay & Ibrahim Mousa & Ahmed Mohamed, 2023. "Status Of Soil Quality On Reclaimed Land In An Arid Region," Journal Clean WAS (JCleanWAS), Zibeline International Publishing, vol. 7(2), pages 61-68, August.
    13. Wegmann, J., 2018. "Addressing the institutional challenges of groundwater management in areas of rapid urbanization," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277268, International Association of Agricultural Economists.
    14. Marta Biancardi & Lucia Maddalena, 2018. "Competition and cooperation in the exploitation of the groundwater resource," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 41(2), pages 219-237, November.
    15. Yi Liu & Jie Xue & Dongwei Gui & Jiaqiang Lei & Huaiwei Sun & Guanghui Lv & Zhiwei Zhang, 2018. "Agricultural Oasis Expansion and Its Impact on Oasis Landscape Patterns in the Southern Margin of Tarim Basin, Northwest China," Sustainability, MDPI, vol. 10(6), pages 1-12, June.
    16. Zhang, Qingsong & Sun, Jiahao & Dai, Changlei & Zhang, Guangxin & Wu, Yanfeng, 2024. "Sustainable development of groundwater resources under the large-scale conversion of dry land into rice fields," Agricultural Water Management, Elsevier, vol. 298(C).
    17. Taingaun Sourn & Sophak Pok & Phanith Chou & Nareth Nut & Dyna Theng & Phanna Rath & Manuel R. Reyes & P.V. Vara Prasad, 2021. "Evaluation of Land Use and Land Cover Change and Its Drivers in Battambang Province, Cambodia from 1998 to 2018," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    18. Y. Yang & L. Wang, 2010. "A Review of Modelling Tools for Implementation of the EU Water Framework Directive in Handling Diffuse Water Pollution," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(9), pages 1819-1843, July.
    19. Anant Gautam & Suresh Chand Rai, 2024. "Groundwater zoning and sustainable management strategies for groundwater resources in the Bist-Doab region of Punjab, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 8421-8442, April.
    20. Guilfoos, Todd & Pape, Andreas D. & Khanna, Neha & Salvage, Karen, 2013. "Groundwater management: The effect of water flows on welfare gains," Ecological Economics, Elsevier, vol. 95(C), pages 31-40.

    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:27:y:2025:i:4:d:10.1007_s10668-023-04253-2. 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.