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Prioritization in Strategic Environmental Assessment Using Fuzzy TOPSIS Method with Random Generation for Absent Information in South Korea

Author

Listed:
  • Daeryong Park

    (Department of Civil and Environmental Engineering, Konkuk University, Seoul 05029, Korea)

  • Huan-Jung Fan

    (Department of Safety, Health and Environmental Engineering, Hungkuang University, Taichung 43302, Taiwan)

  • Jun-Jie Zhu

    (Department of Civil and Environmental Engineering, Princeton University, Princeton, NJ 08544, USA)

  • Taesoon Kim

    (Korea Hydro & Nuclear Power Co. Ltd., Chuncheon 24202, Korea)

  • Myoung-Jin Um

    (Department of Civil Engineering, Kyonggi University, Suwon 16227, Korea)

  • Siyeon Kim

    (Department of Civil and Environmental Engineering, Konkuk University, Seoul 05029, Korea)

  • Seol Jeon

    (Department of Civil and Environmental Engineering, Konkuk University, Seoul 05029, Korea)

  • Kichul Jung

    (Department of Civil and Environmental Engineering, Konkuk University, Seoul 05029, Korea)

Abstract

This study evaluated a fuzzy technique for order performance by similarity to ideal solution (TOPSIS) as a multicriteria decision making system that compensates for missing information with undefined weight factor criteria. The suggested Fuzzy TOPSIS was applied to ten potential dam sites in three river basins (the Han River, the Geum River, and the Nakdong River basins) in South Korea. To assess potential dam sites, the strategic environment assessment (SEA) monitored four categories: national preservation, endangered species, water quality, and toxic environment. To consider missing information, this study applied the Monte Carlo Simulation method with uniform and normal distributions. The results show that effects of missing information generation with one fuzzy set in GB1 site of the Geum River basin are not great in fuzzy positive-ideal solution (FPIS) and fuzzy negative-ideal solution (FNIS) estimations. However, the combination of two fuzzy sets considering missing information in Gohyun stream (NG) and Hoenggye stream (NH) sites of the Nakdong River basin has a great effect on estimating FPIS, FNIS, and priority ranking in Fuzzy TOPSIS applications. The sites with the highest priority ranking in the Han River, Geum River, and Nakdong River basins based on Fuzzy TOPSIS are the Dal stream 1 (HD1), Bocheong stream 2 (GB2) and NG sites. Among the sites in all river basins, the GB2 site had the highest priority ranking. Consequently, the results coincided with findings of previous studies based on multicriteria decision making with missing information and show the applicability of Fuzzy TOPSIS when evaluating priority rankings in cases with missing information.

Suggested Citation

  • Daeryong Park & Huan-Jung Fan & Jun-Jie Zhu & Taesoon Kim & Myoung-Jin Um & Siyeon Kim & Seol Jeon & Kichul Jung, 2021. "Prioritization in Strategic Environmental Assessment Using Fuzzy TOPSIS Method with Random Generation for Absent Information in South Korea," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1458-:d:490162
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    References listed on IDEAS

    as
    1. Kwangjai Won & Eun-Sung Chung & Sung-Uk Choi, 2015. "Parametric Assessment of Water Use Vulnerability Variations Using SWAT and Fuzzy TOPSIS Coupled with Entropy," Sustainability, MDPI, vol. 7(9), pages 1-19, August.
    2. Daeryong Park & Myoung-Jin Um, 2018. "Robust Decision-Making Technique for Strategic Environment Assessment with Deficient Information," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(15), pages 4953-4970, December.
    3. Amin Afshar & Miguel Mariño & Motahareh Saadatpour & Abbas Afshar, 2011. "Fuzzy TOPSIS Multi-Criteria Decision Analysis Applied to Karun Reservoirs System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(2), pages 545-563, January.
    4. Amir Noori & Hossein Bonakdari & Khosro Morovati & Bahram Gharabaghi, 2018. "The optimal dam site selection using a group decision-making method through fuzzy TOPSIS model," Environment Systems and Decisions, Springer, vol. 38(4), pages 471-488, December.
    5. U. Pascal Onu & Quan Xie & Ling Xu, 2017. "A Fuzzy TOPSIS model Framework for Ranking Sustainable Water Supply Alternatives," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(9), pages 2579-2593, July.
    6. M. Islam & Rehan Sadiq & Manuel Rodriguez & Homayoun Najjaran & Alex Francisque & Mina Hoorfar, 2013. "Evaluating Water Quality Failure Potential in Water Distribution Systems: A Fuzzy-TOPSIS-OWA-based Methodology," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(7), pages 2195-2216, May.
    7. Daeryong Park & Yeonjoo Kim & Myoung-Jin Um & Sung-Uk Choi, 2015. "Robust Priority for Strategic Environmental Assessment with Incomplete Information Using Multi-Criteria Decision Making Analysis," Sustainability, MDPI, vol. 7(8), pages 1-17, July.
    8. Elleuch, Mohamed Ali & Anane, Makram & Euchi, Jalel & Frikha, Ahmed, 2019. "Hybrid fuzzy multi-criteria decision making to solve the irrigation water allocation problem in the Tunisian case," Agricultural Systems, Elsevier, vol. 176(C).
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