IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v508y2018icp506-518.html
   My bibliography  Save this article

Using Fuzzy-AHP and order weight average (OWA) methods for land suitability determination for citrus cultivation in ArcGIS (Case study: Fars province, Iran)

Author

Listed:
  • Mokarram, Marzieh
  • Mirsoleimani, Abbas

Abstract

The aim of this research is to determine the land suitability for cultivating citrus in Fars province, Iran. To reach the mentioned aim, a fuzzy method and order weight average (OWA) methods are used for preparing the fuzzy map of each parameter in GIS. At first, some parameters like the water availability (well, spring and river), roads network, aspect, elevation, slope, maximum temperature, minimum temperature, rainfall, relative humidity, sunshine hours, and growing degree days (GDD) were used as input data. After preparing the interpolation map by using IDW, fuzzy map was prepared for each layer by using the fuzzy membership function. Then based on the importance degree of each data, analytic hierarchy process (AHP) method is applied to determine each layer weight and land suitability map. Consequently, the study area is classified into 56.16% as not suitable, 7.69% as low suitable, 25.41% as medium suitable and 10.75% as suitable. Also the results of OWA showed that with increasing risk (no trade-off), all of the study area had good condition for citrus cultivation. In addition, with decreasing risk (no trade-off), almost all of the study area had not suitable for citrus cultivation.

Suggested Citation

  • Mokarram, Marzieh & Mirsoleimani, Abbas, 2018. "Using Fuzzy-AHP and order weight average (OWA) methods for land suitability determination for citrus cultivation in ArcGIS (Case study: Fars province, Iran)," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 508(C), pages 506-518.
  • Handle: RePEc:eee:phsmap:v:508:y:2018:i:c:p:506-518
    DOI: 10.1016/j.physa.2018.05.062
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S037843711830606X
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000

    File URL: https://libkey.io/10.1016/j.physa.2018.05.062?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. Thomas L. Saaty & Luis G. Vargas, 2013. "The Analytic Network Process," International Series in Operations Research & Management Science, in: Decision Making with the Analytic Network Process, edition 2, chapter 0, pages 1-40, Springer.
    2. Thomas L. Saaty & Luis G. Vargas, 2013. "Decision Making with the Analytic Network Process," International Series in Operations Research and Management Science, Springer, edition 2, number 978-1-4614-7279-7, April.
    3. Aragonés-Beltrán, Pablo & Chaparro-González, Fidel & Pastor-Ferrando, Juan-Pascual & Pla-Rubio, Andrea, 2014. "An AHP (Analytic Hierarchy Process)/ANP (Analytic Network Process)-based multi-criteria decision approach for the selection of solar-thermal power plant investment projects," Energy, Elsevier, vol. 66(C), pages 222-238.
    4. Jacek Malczewski & Terry Chapman & Cindy Flegel & Dan Walters & Dan Shrubsole & Martin A Healy, 2003. "GIS–Multicriteria Evaluation with Ordered Weighted Averaging (OWA): Case Study of Developing Watershed Management Strategies," Environment and Planning A, , vol. 35(10), pages 1769-1784, October.
    5. Jaafari, Abolfazl & Najafi, Akbar & Melón, Mónica García, 2015. "Decision-making for the selection of a best wood extraction method: An analytic network process approach," Forest Policy and Economics, Elsevier, vol. 50(C), pages 200-209.
    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. Xiaobo Liu & Yukuan Wang & Ming Li, 2021. "How to Identify Future Priority Areas for Urban Development: An Approach of Urban Construction Land Suitability in Ecological Sensitive Areas," IJERPH, MDPI, vol. 18(8), pages 1-21, April.
    2. Songze Wu & Dongyan Wang, 2023. "Storing Grain in the Land: The Gestation, Delineation Framework, and Case of the Two Zones Policy in China," Land, MDPI, vol. 12(4), pages 1-25, April.
    3. Timuçin Everest, 2021. "Suitable site selection for pistachio (Pistacia vera) by using GIS and multi-criteria decision analyses (a case study in Turkey)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7686-7705, May.
    4. Rujee Rodcha & Nitin K. Tripathi & Rajendra Prasad Shrestha, 2019. "Comparison of Cash Crop Suitability Assessment Using Parametric, AHP, and FAHP Methods," Land, MDPI, vol. 8(5), pages 1-22, May.
    5. Jafar Nabati & Ahmad Nezami & Ehsan Neamatollahi & Morteza Akbari, 2023. "An integrated approach land suitability for agroecological zoning based on fuzzy inference system and GIS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(3), pages 2316-2338, March.
    6. Bahare Moradi & Rojin Akbari & Seyedeh Reyhaneh Taghavi & Farnaz Fardad & Abdulsalam Esmailzadeh & Mohammad Zia Ahmadi & Sina Attarroshan & Fatemeh Nickravesh & Jamal Jokar Arsanjani & Mehdi Amirkhani, 2023. "A Scenario-Based Spatial Multi-Criteria Decision-Making System for Urban Environment Quality Assessment: Case Study of Tehran," Land, MDPI, vol. 12(9), pages 1-24, August.

    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. Melani, Arthur Henrique Andrade & Murad, Carlos Alberto & Caminada Netto, Adherbal & Souza, Gilberto Francisco Martha de & Nabeta, Silvio Ikuyo, 2018. "Criticality-based maintenance of a coal-fired power plant," Energy, Elsevier, vol. 147(C), pages 767-781.
    2. Mohammed Ifkirne & Houssam El Bouhi & Siham Acharki & Quoc Bao Pham & Abdelouahed Farah & Nguyen Thi Thuy Linh, 2022. "Multi-Criteria GIS-Based Analysis for Mapping Suitable Sites for Onshore Wind Farms in Southeast France," Land, MDPI, vol. 11(10), pages 1-26, October.
    3. Toly Chen, 2021. "A diversified AHP-tree approach for multiple-criteria supplier selection," Computational Management Science, Springer, vol. 18(4), pages 431-453, October.
    4. Hocine, Amine & Kouaissah, Noureddine, 2020. "XOR analytic hierarchy process and its application in the renewable energy sector," Omega, Elsevier, vol. 97(C).
    5. Abrahamsen, Eirik Bjorheim & Milazzo, Maria Francesca & Selvik, Jon T. & Asche, Frank & Abrahamsen, HÃ¥kon Bjorheim, 2020. "Prioritising investments in safety measures in the chemical industry by using the Analytic Hierarchy Process," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    6. Paweł Ziemba, 2019. "Inter-Criteria Dependencies-Based Decision Support in the Sustainable wind Energy Management," Energies, MDPI, vol. 12(4), pages 1-29, February.
    7. Firozjaei, Mohammad Karimi & Nematollahi, Omid & Mijani, Naeim & Shorabeh, Saman Nadizadeh & Firozjaei, Hamzeh Karimi & Toomanian, Ara, 2019. "An integrated GIS-based Ordered Weighted Averaging analysis for solar energy evaluation in Iran: Current conditions and future planning," Renewable Energy, Elsevier, vol. 136(C), pages 1130-1146.
    8. Guangying Jin, 2022. "Designer Selection for Complex Engineering System Design Projects Considering the Disciplines Demanded," Sustainability, MDPI, vol. 14(23), pages 1-25, December.
    9. Joram Schito & Joshu Jullier & Martin Raubal, 2019. "A framework for integrating stakeholder preferences when deciding on power transmission line corridors," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 7(3), pages 159-195, November.
    10. Kumar, Shashank & Raut, Rakesh D. & Queiroz, Maciel M. & Narkhede, Balkrishna E., 2021. "Mapping the barriers of AI implementations in the public distribution system: The Indian experience," Technology in Society, Elsevier, vol. 67(C).
    11. Moons, Karen & Waeyenbergh, Geert & Pintelon, Liliane, 2019. "Measuring the logistics performance of internal hospital supply chains – A literature study," Omega, Elsevier, vol. 82(C), pages 205-217.
    12. Puppala, Harish & Ahuja, Jaya & Tamvada, Jagannadha Pawan & Peddinti, Pranav R T, 2023. "New technology adoption in rural areas of emerging economies: The case of rainwater harvesting systems in India," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    13. Wu, Chen-Fa & Wang, Hsiao-Hsuan & Chen, Szu-Hung & Trac, Luu Van Thong, 2024. "Assessing the efficiency of bird habitat conservation strategies in farmland ecosystems," Ecological Modelling, Elsevier, vol. 492(C).
    14. Stumpf, Lukas & Schöggl, Josef-Peter & Baumgartner, Rupert J., 2023. "Circular plastics packaging – Prioritizing resources and capabilities along the supply chain," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    15. Chowdhury, Naimur Rahman & Paul, Sanjoy Kumar & Sarker, Tapan & Shi, Yangyan, 2023. "Implementing smart waste management system for a sustainable circular economy in the textile industry," International Journal of Production Economics, Elsevier, vol. 262(C).
    16. Heng Zhang & Wann-Ming Wey & Syuan-Jhang Chen, 2017. "Demand-Oriented Design Strategies for Low Environmental Impact Housing in the Tropics," Sustainability, MDPI, vol. 9(9), pages 1-21, September.
    17. Muhammad Ansori Nasution & Ayu Wulandari & Tofael Ahamed & Ryozo Noguchi, 2020. "Alternative POME Treatment Technology in the Implementation of Roundtable on Sustainable Palm Oil, Indonesian Sustainable Palm Oil (ISPO), and Malaysian Sustainable Palm Oil (MSPO) Standards Using LCA," Sustainability, MDPI, vol. 12(10), pages 1-16, May.
    18. Morteza Alaeddini & Masoud Mir-Amini, 2020. "Integrating COBIT with a hybrid group decision-making approach for a business-aligned IT roadmap formulation," Information Technology and Management, Springer, vol. 21(2), pages 63-94, June.
    19. Rachele Corticelli & Margherita Pazzini & Cecilia Mazzoli & Claudio Lantieri & Annarita Ferrante & Valeria Vignali, 2022. "Urban Regeneration and Soft Mobility: The Case Study of the Rimini Canal Port in Italy," Sustainability, MDPI, vol. 14(21), pages 1-27, November.
    20. David Staš & Radim Lenort & Pavel Wicher & David Holman, 2015. "Green Transport Balanced Scorecard Model with Analytic Network Process Support," Sustainability, MDPI, vol. 7(11), pages 1-19, November.

    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:eee:phsmap:v:508:y:2018:i:c:p:506-518. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    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.