IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v21y2019i4d10.1007_s10668-018-0104-4.html
   My bibliography  Save this article

Hydrological response-based watershed prioritization in semiarid, basaltic region of western India using frequency ratio, fuzzy logic and AHP method

Author

Listed:
  • Ajaykumar Kadam

    (Savitribai Phule Pune University)

  • Animesh S. Karnewar

    (Pune Institute of Computer Technology, PICT)

  • Bhavana Umrikar

    (Savitribai Phule Pune University)

  • R. N. Sankhua

    (Basin Planning, Central Water Commission)

Abstract

Watersheds from semiarid regions are more sensitive to hydrological processes and sustainability of water resources than humid regions. Hence, it is indispensable to determine the response of watersheds to hydrological processes for water resource management. Thus, the hydrological response-based watershed prioritization study has been undertaken for eight sub-watersheds from semiarid, basaltic region of Western Ghats of India. Intent to this, a novel index has been parameterized using thematic layers such as drainage density, geology, soil, slope, landform classification, land use/land cover, rainfall and runoff (DGSLR). This study evaluates the performance of DGSLR index using three models, namely analytical hierarchy process (AHP), frequency ratio (FR) and fuzzy logic for sub-watershed-wise prioritization. The FR ratio showed the highest value for very high drainage density (8.73) indicating most probability for a high hydrological response. According to AHP weight, most influencing factors to hydrological processes are precipitation (25%), slope (19%) and land use/land cover (14%) followed by landform classification (11%). These three methods are prioritized study area into four classes, i.e., very high, high, moderate and low using area-weighted average method. These models showed that very high-priority area lies near the outlet of the watershed as well as the upper part of the watershed in high to very high priority in all three models. It covers 33.12% of the total area having a high average slope with high drainage density in sub-watersheds 1, 3, 7 and 8. The predictive capability of DGSLR index was computed by the area under the curve (AUC) and receiver operating characteristic (ROC) method, revealed average accuracy for FR method (AUC = 89%) better than AHP method (AUC = 77%) and fuzzy logic (AUC = 76%). This novel index could be used by the water resources researchers and planners in any terrain to understand the hydrological response.

Suggested Citation

  • Ajaykumar Kadam & Animesh S. Karnewar & Bhavana Umrikar & R. N. Sankhua, 2019. "Hydrological response-based watershed prioritization in semiarid, basaltic region of western India using frequency ratio, fuzzy logic and AHP method," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(4), pages 1809-1833, August.
    • Handle: RePEc:spr:endesu:v:21:y:2019:i:4:d:10.1007_s10668-018-0104-4
    DOI: 10.1007/s10668-018-0104-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-018-0104-4
    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/s10668-018-0104-4?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. A. Alvarado & M. Esteller & E. Quentin & J. Expósito, 2016. "Multi-Criteria Decision Analysis and GIS Approach for Prioritization of Drinking Water Utilities Protection Based on their Vulnerability to Contamination," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(4), pages 1549-1566, March.
    2. A. Alvarado & M. V. Esteller & E. Quentin & J. L. Expósito, 2016. "Multi-Criteria Decision Analysis and GIS Approach for Prioritization of Drinking Water Utilities Protection Based on their Vulnerability to Contamination," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(4), pages 1549-1566, March.
    3. Yanlin Zhang & Guodong Cheng & Xin Li & Huijun Jin & Dawen Yang & Gerald N. Flerchinger & Xiaoli Chang & Victor F. Bense & Xujun Han & Ji Liang, 2017. "Influences of Frozen Ground and Climate Change on Hydrological Processes in an Alpine Watershed: A Case Study in the Upstream Area of the Hei'he River, Northwest China," Permafrost and Periglacial Processes, John Wiley & Sons, vol. 28(2), pages 420-432, April.
    4. Langemeyer, Johannes & Gómez-Baggethun, Erik & Haase, Dagmar & Scheuer, Sebastian & Elmqvist, Thomas, 2016. "Bridging the gap between ecosystem service assessments and land-use planning through Multi-Criteria Decision Analysis (MCDA)," Environmental Science & Policy, Elsevier, vol. 62(C), pages 45-56.
    5. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    6. Amin, M.G. Mostofa & Veith, Tamie L. & Collick, Amy S. & Karsten, Heather D. & Buda, Anthony R., 2017. "Simulating hydrological and nonpoint source pollution processes in a karst watershed: A variable source area hydrology model evaluation," Agricultural Water Management, Elsevier, vol. 180(PB), pages 212-223.
    7. Tewodros Assefa Nigussie & Abdusselam Altunkaynak, 2016. "Assessing the Hydrological Response of Ayamama Watershed from Urbanization Predicted under Various Landuse Policy Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(10), pages 3427-3441, August.
    8. Ajaykumar Kadam & Sanjay Kale & Nagesh Pande & N. Pawar & R. Sankhua, 2012. "Identifying Potential Rainwater Harvesting Sites of a Semi-arid, Basaltic Region of Western India, Using SCS-CN Method," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(9), pages 2537-2554, July.
    9. K. Sajinkumar & S. Anbazhagan, 2015. "Geomorphic appraisal of landslides on the windward slope of Western Ghats, southern India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(1), pages 953-973, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Abedin Mohammad-Hosseinpour & José-Luis Molina, 2022. "Improving the Sustainability of Urban Water Management through Innovative Groundwater Recharge System (GRS)," Sustainability, MDPI, vol. 14(10), pages 1-18, May.

    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. Ajaykumar K. Kadam & Sanjay S. Kale & B. N. Umrikar & R. N. Sankhua & N. J. Pawar, 2022. "Assessing site suitability potential for soil and water conservation structures by using modified micro-watershed prioritization method: geomorphometric and geomatic approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4659-4683, April.
    2. Christopher J. Brown & James Ward & June Mirecki, 2016. "A Revised Brackish Water Aquifer Storage and Recovery (ASR) Site Selection Index for Water Resources Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(7), pages 2465-2481, May.
    3. Ray-Shyan Wu & Gabriela Lucia Letona Molina & Fiaz Hussain, 2018. "Optimal Sites Identification for Rainwater Harvesting in Northeastern Guatemala by Analytical Hierarchy Process," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(12), pages 4139-4153, September.
    4. Benra, F. & Nahuelhual, L. & Felipe-Lucia, M. & Jaramillo, A. & Jullian, C. & Bonn, A., 2022. "Balancing ecological and social goals in PES design – Single objective strategies are not sufficient," Ecosystem Services, Elsevier, vol. 53(C).
    5. José Roberto Ribas & Juan Ignacio Perez Diaz, 2019. "Assessment of Sustainable Use of a Multipurpose Reservoir through the Multicriteria Approach: the Case of Corumbá IV Reservoir, Brazil," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(2), pages 591-602, January.
    6. Fontana, Veronika & Ebner, Manuel & Schirpke, Uta & Ohndorf, Markus & Pritsch, Hanna & Tappeiner, Ulrike & Kurmayer, Rainer, 2023. "An integrative approach to evaluate ecosystem services of mountain lakes using multi-criteria decision analysis," Ecological Economics, Elsevier, vol. 204(PA).
    7. Martin, D.M. & Mazzotta, M., 2018. "Non-monetary valuation using Multi-Criteria Decision Analysis: Using a strength-of-evidence approach to inform choices among alternatives," Ecosystem Services, Elsevier, vol. 33(PB), pages 124-133.
    8. Demesouka, Olympia E. & Anagnostopoulos, Konstantinos P. & Siskos, Eleftherios, 2019. "Spatial multicriteria decision support for robust land-use suitability: The case of landfill site selection in Northeastern Greece," European Journal of Operational Research, Elsevier, vol. 272(2), pages 574-586.
    9. Saarikoski, Heli & Mustajoki, Jyri & Barton, David N. & Geneletti, Davide & Langemeyer, Johannes & Gomez-Baggethun, Erik & Marttunen, Mika & Antunes, Paula & Keune, Hans & Santos, Rui, 2016. "Multi-Criteria Decision Analysis and Cost-Benefit Analysis: Comparing alternative frameworks for integrated valuation of ecosystem services," Ecosystem Services, Elsevier, vol. 22(PB), pages 238-249.
    10. Mudahir Ozgul & Turgay Dindaroglu, 2021. "Multi-criteria analysis for mapping of environmentally sensitive areas in a karst ecosystem," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16529-16559, November.
    11. Flavio Martins & Maria Fatima Almeida & Rodrigo Calili & Agatha Oliveira, 2020. "Design Thinking Applied to Smart Home Projects: A User-Centric and Sustainable Perspective," Sustainability, MDPI, vol. 12(23), pages 1-27, December.
    12. Jochen Wulf, 2020. "Development of an AHP hierarchy for managing omnichannel capabilities: a design science research approach," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 39-68, April.
    13. Wu, Zhangsheng & Li, Yue & Wang, Rong & Xu, Xu & Ren, Dongyang & Huang, Quanzhong & Xiong, Yunwu & Huang, Guanhua, 2023. "Evaluation of irrigation water saving and salinity control practices of maize and sunflower in the upper Yellow River basin with an agro-hydrological model based method," Agricultural Water Management, Elsevier, vol. 278(C).
    14. D’Inverno, Giovanna & Carosi, Laura & Romano, Giulia & Guerrini, Andrea, 2018. "Water pollution in wastewater treatment plants: An efficiency analysis with undesirable output," European Journal of Operational Research, Elsevier, vol. 269(1), pages 24-34.
    15. Nermin Kişi, 2019. "A Strategic Approach to Sustainable Tourism Development Using the A’WOT Hybrid Method: A Case Study of Zonguldak, Turkey," Sustainability, MDPI, vol. 11(4), pages 1-19, February.
    16. Ayodele, T.R. & Ogunjuyigbe, A.S.O. & Odigie, O. & Munda, J.L., 2018. "A multi-criteria GIS based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process: The case study of Nigeria," Applied Energy, Elsevier, vol. 228(C), pages 1853-1869.
    17. V. Srinivasan & G. Shainesh & Anand K. Sharma, 2015. "An approach to prioritize customer-based, cost-effective service enhancements," The Service Industries Journal, Taylor & Francis Journals, vol. 35(14), pages 747-762, October.
    18. Patricija Bajec & Danijela Tuljak-Suban, 2019. "An Integrated Analytic Hierarchy Process—Slack Based Measure-Data Envelopment Analysis Model for Evaluating the Efficiency of Logistics Service Providers Considering Undesirable Performance Criteria," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    19. Abareshi, Maryam & Zaferanieh, Mehdi, 2019. "A bi-level capacitated P-median facility location problem with the most likely allocation solution," Transportation Research Part B: Methodological, Elsevier, vol. 123(C), pages 1-20.
    20. Zeyuan Qiu & Steve W. Lyon & Ellen Creveling, 2020. "Defining a Topographic Index Threshold to Delineate Hydrologically Sensitive Areas for Water Resources Planning and Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(11), pages 3675-3688, September.

    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:21:y:2019:i:4:d:10.1007_s10668-018-0104-4. 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.