IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v91y2018i3d10.1007_s11069-018-3186-2.html
   My bibliography  Save this article

Applying fuzzy logic to open data for sustainable development decision-making: a case study of the planned city Amaravati

Author

Listed:
  • Ian Avery Bick

    (Stanford University)

  • Ronita Bardhan

    (Stanford University
    Indian Institute of Technology Bombay)

  • Terry Beaubois

    (Stanford University)

Abstract

The Indian State of Andhra Pradesh is in the process of designing and constructing a planned capital city on the southern banks of the Krishna River at Amaravati. This region will see a significant increase in urban land cover and impervious surface area (ISA) under the 2050 draft perspective plan from the Andhra Pradesh Capital Region Development Authority. As the city central zone sits on the former floodplain of the Krishna River and is subject to concentrated rainfall during monsoon seasons—this increase in ISA risks increasing flood risk through preventing infiltration of storm water and causing increased peak storm water flow (NRSC 2014). The State has announced plans for a “zero-flooding city” through implementation of technologies including green roofs, porous pavement, and detention ponds (ADC 2017). This study aims to facilitate these efforts through mapping of present and future land usage, regional flood risk, and environmental services utilizing open-source data in order to maximize efficiency of installed green infrastructure and minimize future flood damages. A map of relative soil infiltration capacity was created through fuzzy overlay of sand percentage, clay percentage, and bulk density at several depths. Relative flood risk maps for both present-day land cover and a 2050 scenario were developed using several factors: elevation, flow accumulation, surface runoff, and soil properties. A novel Relative Environmental Services Provided Index is proposed here to in order to encourage cost-effective and ecologically sound development through composite visualization of carbon storage, greenery, runoff coefficients, and soil flood prevention.

Suggested Citation

  • Ian Avery Bick & Ronita Bardhan & Terry Beaubois, 2018. "Applying fuzzy logic to open data for sustainable development decision-making: a case study of the planned city Amaravati," 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. 91(3), pages 1317-1339, April.
    • Handle: RePEc:spr:nathaz:v:91:y:2018:i:3:d:10.1007_s11069-018-3186-2
    DOI: 10.1007/s11069-018-3186-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11069-018-3186-2
    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/s11069-018-3186-2?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. H. Spencer Banzhaf & James Boyd, 2012. "The Architecture and Measurement of an Ecosystem Services Index," Sustainability, MDPI, vol. 4(4), pages 1-32, March.
    2. Wu Yang & Thomas Dietz & Wei Liu & Junyan Luo & Jianguo Liu, 2013. "Going Beyond the Millennium Ecosystem Assessment: An Index System of Human Dependence on Ecosystem Services," PLOS ONE, Public Library of Science, vol. 8(5), pages 1-9, May.
    3. Fisher, Brendan & Turner, R. Kerry & Morling, Paul, 2009. "Defining and classifying ecosystem services for decision making," Ecological Economics, Elsevier, vol. 68(3), pages 643-653, January.
    4. P. E. Zope & T. I. Eldho & V. Jothiprakash, 2017. "Hydrological impacts of land use–land cover change and detention basins on urban flood hazard: a case study of Poisar River basin, Mumbai, 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. 87(3), pages 1267-1283, July.
    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. Francis Rathinam & Sayak Khatua & Zeba Siddiqui & Manya Malik & Pallavi Duggal & Samantha Watson & Xavier Vollenweider, 2021. "Using big data for evaluating development outcomes: A systematic map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.

    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. Rau, Anna-Lena & von Wehrden, Henrik & Abson, David J., 2018. "Temporal Dynamics of Ecosystem Services," Ecological Economics, Elsevier, vol. 151(C), pages 122-130.
    2. H. Spencer Banzhaf & James Boyd, 2012. "The Architecture and Measurement of an Ecosystem Services Index," Sustainability, MDPI, vol. 4(4), pages 1-32, March.
    3. Pandeya, B. & Buytaert, W. & Zulkafli, Z. & Karpouzoglou, T. & Mao, F. & Hannah, D.M., 2016. "A comparative analysis of ecosystem services valuation approaches for application at the local scale and in data scarce regions," Ecosystem Services, Elsevier, vol. 22(PB), pages 250-259.
    4. Marina García-Llorente & Antonio J. Castro & Cristina Quintas-Soriano & Elisa Oteros-Rozas & Irene Iniesta-Arandia & José A. González & David García del Amo & Marta Hernández-Arroyo & Izaskun Casado-A, 2020. "Local Perceptions of Ecosystem Services Across Multiple Ecosystem Types in Spain," Land, MDPI, vol. 9(9), pages 1-20, September.
    5. Henrich Grežo & Matej Močko & Martin Izsóff & Gréta Vrbičanová & František Petrovič & Jozef Straňák & Zlatica Muchová & Martina Slámová & Branislav Olah & Ivo Machar, 2020. "Flood Risk Assessment for the Long-Term Strategic Planning Considering the Placement of Industrial Parks in Slovakia," Sustainability, MDPI, vol. 12(10), pages 1-20, May.
    6. Comino, E. & Ferretti, V., 2016. "Indicators-based spatial SWOT analysis: supporting the strategic planning and management of complex territorial systems," LSE Research Online Documents on Economics 64142, London School of Economics and Political Science, LSE Library.
    7. Daniela D’Alessandro & Andrea Rebecchi & Letizia Appolloni & Andrea Brambilla & Silvio Brusaferro & Maddalena Buffoli & Maurizio Carta & Alessandra Casuccio & Liliana Coppola & Maria Vittoria Corazza , 2023. "Re-Thinking the Environment, Cities, and Living Spaces for Public Health Purposes, According with the COVID-19 Lesson: The LVII Erice Charter," Land, MDPI, vol. 12(10), pages 1-17, September.
    8. Alessio D’Auria & Pasquale De Toro & Nicola Fierro & Elisa Montone, 2018. "Integration between GIS and Multi-Criteria Analysis for Ecosystem Services Assessment: A Methodological Proposal for the National Park of Cilento, Vallo di Diano and Alburni (Italy)," Sustainability, MDPI, vol. 10(9), pages 1-25, September.
    9. Johann Audrain & Mateo Cordier & Sylvie Faucheux & Martin O’Connor, 2013. "Écologie territoriale et indicateurs pour un développement durable de la métropole parisienne," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(3), pages 523-559.
    10. Wang, Shifeng & Wang, Sicong & Smith, Pete, 2015. "Quantifying impacts of onshore wind farms on ecosystem services at local and global scales," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1424-1428.
    11. Admiraal, Jeroen F. & Wossink, Ada & de Groot, Wouter T. & de Snoo, Geert R., 2013. "More than total economic value: How to combine economic valuation of biodiversity with ecological resilience," Ecological Economics, Elsevier, vol. 89(C), pages 115-122.
    12. Gregg C. Brill & Pippin M. L. Anderson & Patrick O’Farrell, 2022. "Relational Values of Cultural Ecosystem Services in an Urban Conservation Area: The Case of Table Mountain National Park, South Africa," Land, MDPI, vol. 11(5), pages 1-28, April.
    13. Dai, Xuhuan & Li, Bo & Zheng, Hua & Yang, Yanzheng & Yang, Zihan & Peng, Chenchen, 2023. "Can sedentarization decrease the dependence of pastoral livelihoods on ecosystem services?," Ecological Economics, Elsevier, vol. 203(C).
    14. Kosoy, Nicolás & Corbera, Esteve, 2010. "Payments for ecosystem services as commodity fetishism," Ecological Economics, Elsevier, vol. 69(6), pages 1228-1236, April.
    15. Kaiping Wang & Weiqi Wang & Niyi Zha & Yue Feng & Chenlan Qiu & Yunlu Zhang & Jia Ma & Rui Zhang, 2022. "Spatially Heterogeneity Response of Critical Ecosystem Service Capacity to Address Regional Development Risks to Rapid Urbanization: The Case of Beijing-Tianjin-Hebei Urban Agglomeration in China," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
    16. Beichen Ge & Congjin Wang & Yuhong Song, 2023. "Ecosystem Services Research in Rural Areas: A Systematic Review Based on Bibliometric Analysis," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    17. Newbold, Stephen C. & Johnston, Robert J., 2020. "Valuing non-market valuation studies using meta-analysis: A demonstration using estimates of willingness-to-pay for water quality improvements," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    18. Braat, Leon C. & de Groot, Rudolf, 2012. "The ecosystem services agenda:bridging the worlds of natural science and economics, conservation and development, and public and private policy," Ecosystem Services, Elsevier, vol. 1(1), pages 4-15.
    19. Jean-François Ruault & Alice Dupré La Tour & André Evette & Sandrine Allain & Jean-Marc Callois, 2022. "A biodiversity-employment framework to protect biodiversity," Post-Print hal-03365820, HAL.
    20. Malte Grossmann & Ottfried Dietrich, 2012. "Integrated Economic-Hydrologic Assessment of Water Management Options for Regulated Wetlands Under Conditions of Climate Change: A Case Study from the Spreewald (Germany)," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(7), pages 2081-2108, May.

    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:nathaz:v:91:y:2018:i:3:d:10.1007_s11069-018-3186-2. 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.