Research Article
BibTex RIS Cite

Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data

Year 2024, Volume: 10 Issue: 2, 446 - 463, 25.06.2024
https://doi.org/10.28979/jarnas.1416814

Abstract

The high toxicity of materials in disaster waste poses a significant risk to the environment, including the air, water, soil, and all living beings. One of the commonly used disposal methods for hazardous solid waste is landfilling. The selection of sites for hazardous solid waste disposal requires extreme care and attention to multiple factors from environmental, social, and economic points of view. Considering the anticipated earthquake in Istanbul and the city’s excessive population and urbanization, experts estimate that debris waste will be approximately 25 million tons. In this study, we propose a Geographic Information System (GIS) based fuzzy Multi-Criteria Decision Making (MCDM) approach to select hazardous solid waste landfill (HSWL) locations within the scope of disaster waste management for Istanbul. First, the evaluation criteria were identified through a literature review and expert opinions. Next, criteria are prioritized using the Fuzzy Analytic Hierarchy Process (FAHP). Then, GIS data for the criteria are gathered from multiple resources and entered into ArcGIS 10.8 for spatial analysis. Last, the suitability map of Istanbul for the HSWL construction is built. Considering five candidates, the Analytic Hierarchy Process (AHP) is applied to select the most suitable locations for Asian and European sites in the city. Accordingly, Fevzipaşa/Silivri for the European side and Hasanlı/Şile for the Asian side were selected as the most suitable two options. Last, a sensitivity analysis was performed to investigate the impact of the highest weight criterion on the final solution.

References

  • B. M. Demir, S. Ercan, M. Aktan, and H. Öztaşkin, Turkey’s asbestos profile and safety problem of asbestos, The Journal of Geological Engineering 42 (2) (2018) 215–232.
  • G. Doğdu, S. Nur Alkan, Management of Post-earthquake Construction and Demolition Waste: 6 February, 2023 Kahramanmaraş Earthquake Disasters, Artvin Coruh University Journal of Engineering and Sciences 1 (1) (2023) 38–50.
  • T. C. Cumhurbaşkanlığı Strateji ve Bütçe Başkanlığı, Kahramanmaraş ve Hatay Depremleri Raporu (2023), https://www.sbb.gov.tr/2023-kahramanmaras-ve-hatay-depremleri-raporu/, Accessed 6 Apr 2024.
  • M. S. Habib, M. H. Maqsood, N. Ahmed, M. Tayyab, M. Omair, A multi-objective robust possibilistic programming approach for sustainable disaster waste management under disruptions and uncertainties, International Journal of Disaster Risk Reduction 75 (2022) Article ID 102967 44 pages.
  • E. Çaktı, E. Şafak, U. Hancılar, K. Şeşetyan, M. Baş, O. Kılıç, E. Y. Menteşe, Ö. Uzunkol, S. Kara, İstanbul İli Olasi Deprem Kayıp Tahminlerinin Güncellenmesi Projesi  (2019), https://depremzemin.ibb.istanbul/calismalarimiz/tamamlanmis-calismalar/istanbul-ili-olasi-deprem-kayip-tahminlerinin-guncellenmesi-projesi/, Accessed 6 Apr 2024.
  • D. Fearon, A. Weber, Theory of the location of industries, 1909. CSISS Classics, 2002.
  • D. Güler, T. Yomralıoğlu, Alternative suitable landfill site selection using analytic hierarchy process and geographic information systems: A case study in Istanbul, Environmental Earth Sciences 76 (20) (2017) Article Number 678 13 pages.
  • K. Onan, F. Ülengin, B. Sennaroglu, An evolutionary multi-objective optimization approach to disaster waste management: A case study of Istanbul, Turkey, Expert Systems with Applications 42 (22) (2015) 8850–8857.
  • C. Cheng, R. G. Thompson, Application of boolean logic and GIS for determining suitable locations for temporary disaster waste management sites, International Journal of Disaster Risk Reduction 20 (2016) 78–92.
  • Y. H. Lee, Y. C. Kim, H. Kyoung Lee, Framework for selection of temporary disaster waste management sites for post-flood recovery in Seoul, South Korea, International Journal of Disaster Risk Reduction 71 (2022) Article ID 102832 15 pages.
  • K. Liu, GIS-based MCDM framework combined with coupled multi-hazard assessment for site selection of post-earthquake emergency medical service facilities in Wenchuan, China, International Journal of Disaster Risk Reduction 73 (2022) Article ID 102873 18 pages.
  • N. M. AbdelAziz, K. A. Eldrandaly, S. Al-Saeed, A. Gamal, M. Abdel-Basset, Application of GIS and IOT Technology-Based MCDM for disaster risk management: methods and case study, Decision Making: Applications in Management and Engineering 7 (1) (2024) 1–36.
  • M. Khamehchiyan, M. R. Nikoudel, M. Boroumandi, Identification of hazardous waste landfill site: A case study from Zanjan province, Iran, Environmental Earth Sciences 64 (7) (2011) 1763–1776.
  • G. De Feo, S. De Gisi, Using MCDA and GIS for hazardous waste landfill siting considering land scarcity for waste disposal, Waste Management 34 (11) (2024) 2225–2238.
  • M. Rezaeimahmoudi, A. Esmaeli, A. Gharegozlu, H. Shabanian, L. Rokni, Application of geographical information system in disposal site selection for hazardous wastes, Journal of Environmental Health Science and Engineering 12 (2014) Article ID 141 6 pages.
  • E. Stemn, B. Kumi-Boateng, Hazardous waste landfill site selection in Western Ghana: An integration of multi-criteria decision analysis and geographic information system, Waste Management and Research 37 (7) (2019) 723–736.
  • A. Titu-Eki, H. Z. Kotta, Environmental geology assessment on the regional Pitay landfill site: A case study in Kupang, Indonesia, SN Applied Sciences 3 (2021) Article ID 35 13 pages.
  • V. Ahire, D. K. Behera, M. R. Saxena, S. Patil, M. Endait, H. Poduri, Potential landfill site suitability study for environmental sustainability using GIS-based multi-criteria techniques for nashik and environs, Environmental Earth Sciences 81 (2022) Article ID 17815 pages.
  • I. Ali, A. Islam, S. M. Ali, S. Adnan, Identification and selection of suitable landfill sites using GIS-based multi-criteria decision analysis in the Peshawar District, Pakistan, Waste Management and Research 41 (3) (2023) 608–619.
  • F. Amiri, Solid waste disposal site selection using geospatial information technologies and fuzzy analytic hierarchy process (FAHP): A case study in Bandar Bushehr, Iran, GeoJournal 88 (3) (2023) 3347–3368.
  • I. Elkhrachy, A. Alhamami, S. H. Alyami, Landfill site selection using multi-criteria decision analysis, remote sensing data, and geographic information system tools in Najran City, Saudi Arabia, Remote Sensing 15 (15) (2023) Article ID 3754 26 pages.
  • V. Singh, P. Sardar, S. R. Samadder, Landfill site selection in a mining dominated area using a fuzzy AHP and DRASTIC vulnerability based multicriteria decision analysis: A case study of Dhanbad, India, Environmental Monitoring and Assessment 195 (2023) Article ID 1172 19 pages.
  • M. M. Zewdie, S. M. Yeshanew, GIS based MCDM for waste disposal site selection in Dejen town, Ethiopia, Environmental and Sustainability Indicators 18 (2023) Article ID 100228 18 pages.
  • T. Chafiq, M. Hmamou, I. Ouhammou, A. Labriki, M. ElHabchi, M. Raji, Geographic analysis of landfill suitability in Fez, Morocco: A multi-criteria approach, Discover Environment 1 (2023) Article ID 16 8 pages.
  • H. Karimi, S. Amiri, J. Huang, and A. Karimi, Integrating GIS and multi-criteria decision analysis for landfill site selection, case study: Javanrood County in Iran, International Journal of Environmental Science and Technology 16 (11) (2019) 7305–7318.
  • A. Kuru, E. Tok, M. Guroglu Aktas, H. H. Demir, H. K. Özcan, G. Demir, GIS and multicriteria decision analysis for landfill site selection in Edirne province, Turkey, Journal of the Institute of Science and Technology 11 (2) (2021) 969–981.
  • C. Tekin Cure, M. Zengin, F. C. Yilmaz, Site selection based on analytic hierarchy process in the planning process for solid waste sanitary landfills: The case of Denizli city, Turkey, Journal of Bartin Faculty of Forestry 23 (2) (2021) 493–509.
  • A. Abdulvahitoğlu, İ. Macit, M. Koyuncu, Selecting the facility location of the gendarmerie station with an AHP-TOPSIS based mathematical model and analysis using GAS/GIS; A case study in a city, The Journal of Security Sciences 10 (2) (2021) 305–338.
  • M. T. El-Saadony et al., Hazardous wastes and management strategies of landfill leachates: A comprehensive review, Environmental Technology and Innovation 31 (2023) Article ID 103150 26 pages.
  • E. Gidarakos, K. Anastasiadou, E. Koumantakis, S. Nikolaos, Investigative studies for the use of an inactive asbestos mine as a disposal site for asbestos wastes, Journal of Hazardous Materials 153 (3) (2008) 955–965.
  • F. Gabrielli, A. Amato, S. Balducci, L. Magi Galluzzi, F. Beolchini, Disaster waste management in Italy: Analysis of recent case studies, Waste Management 71 (2018) 542–555.
  • D. Kannan, R. Khodaverdi, L. Olfat, A. Jafarian, A. Diabat, Integrated fuzzy multi criteria decision making method and multiobjective programming approach for supplier selection and order allocation in a green supply chain, Journal of Cleaner Production 47 (2013) 355–367.
  • S. W. Chou and Y. C. Chang, The implementation factors that influence the ERP (enterprise resource planning) benefits, Decision Support Systems 46 (1) (2008) 149–157.
  • M. B. Ayhan, A fuzzy AHP approach for supplier selection problem: A case study in a gearmotor company, International Journal of Managing Value and Supply Chains 4 (3) (2013) 11–23.
  • T. L. Saaty, The analytic hierarchy process, McGraw-Hill, New York, 1980.
  • K. Donevska, J. Jovanovski, L. Gligorova, Comprehensive review of the landfill site selection methodologies and criteria, Journal of the Indian Institute of Science 101 (4) (2021) 509–521.
  • A. Beskese, H. H. Demir, H. K. Ozcan, H. E. Okten, Landfill site selection using fuzzy AHP and fuzzy TOPSIS: A case study for Istanbul, Environmental Earth Sciences 73 (7) (2015) 3513–3521.
  • C. Cheng, J. W. Lu, R. Zhu, Z. Xiao, A. M. Costa, R. G. Thompson, An integrated multi-objective model for disaster waste clean-up systems optimization, Transportation Research Part E: Logistics and Transportation Review 165 (2022) Article ID 102867 19 pages.
  • Gelir Dairesi Baskanligi, Arsa ve Arazi Asgari Metrekare Birim Değerleri, İstanbul İl (2023), https://ivdb.gib.gov.tr/, Accessed 8 Apr 2023.
  • M. Erdik, Earthquake risk assessment, Bulletin of Earthquake Engineering 15 (2017) 5055–5092.
  • M. Battarra, B. Balcik, H. Xu, Disaster preparedness using risk-assessment methods from earthquake engineering, European Journal of Operational Research 269 (2) (2018) 423–435.
Year 2024, Volume: 10 Issue: 2, 446 - 463, 25.06.2024
https://doi.org/10.28979/jarnas.1416814

Abstract

References

  • B. M. Demir, S. Ercan, M. Aktan, and H. Öztaşkin, Turkey’s asbestos profile and safety problem of asbestos, The Journal of Geological Engineering 42 (2) (2018) 215–232.
  • G. Doğdu, S. Nur Alkan, Management of Post-earthquake Construction and Demolition Waste: 6 February, 2023 Kahramanmaraş Earthquake Disasters, Artvin Coruh University Journal of Engineering and Sciences 1 (1) (2023) 38–50.
  • T. C. Cumhurbaşkanlığı Strateji ve Bütçe Başkanlığı, Kahramanmaraş ve Hatay Depremleri Raporu (2023), https://www.sbb.gov.tr/2023-kahramanmaras-ve-hatay-depremleri-raporu/, Accessed 6 Apr 2024.
  • M. S. Habib, M. H. Maqsood, N. Ahmed, M. Tayyab, M. Omair, A multi-objective robust possibilistic programming approach for sustainable disaster waste management under disruptions and uncertainties, International Journal of Disaster Risk Reduction 75 (2022) Article ID 102967 44 pages.
  • E. Çaktı, E. Şafak, U. Hancılar, K. Şeşetyan, M. Baş, O. Kılıç, E. Y. Menteşe, Ö. Uzunkol, S. Kara, İstanbul İli Olasi Deprem Kayıp Tahminlerinin Güncellenmesi Projesi  (2019), https://depremzemin.ibb.istanbul/calismalarimiz/tamamlanmis-calismalar/istanbul-ili-olasi-deprem-kayip-tahminlerinin-guncellenmesi-projesi/, Accessed 6 Apr 2024.
  • D. Fearon, A. Weber, Theory of the location of industries, 1909. CSISS Classics, 2002.
  • D. Güler, T. Yomralıoğlu, Alternative suitable landfill site selection using analytic hierarchy process and geographic information systems: A case study in Istanbul, Environmental Earth Sciences 76 (20) (2017) Article Number 678 13 pages.
  • K. Onan, F. Ülengin, B. Sennaroglu, An evolutionary multi-objective optimization approach to disaster waste management: A case study of Istanbul, Turkey, Expert Systems with Applications 42 (22) (2015) 8850–8857.
  • C. Cheng, R. G. Thompson, Application of boolean logic and GIS for determining suitable locations for temporary disaster waste management sites, International Journal of Disaster Risk Reduction 20 (2016) 78–92.
  • Y. H. Lee, Y. C. Kim, H. Kyoung Lee, Framework for selection of temporary disaster waste management sites for post-flood recovery in Seoul, South Korea, International Journal of Disaster Risk Reduction 71 (2022) Article ID 102832 15 pages.
  • K. Liu, GIS-based MCDM framework combined with coupled multi-hazard assessment for site selection of post-earthquake emergency medical service facilities in Wenchuan, China, International Journal of Disaster Risk Reduction 73 (2022) Article ID 102873 18 pages.
  • N. M. AbdelAziz, K. A. Eldrandaly, S. Al-Saeed, A. Gamal, M. Abdel-Basset, Application of GIS and IOT Technology-Based MCDM for disaster risk management: methods and case study, Decision Making: Applications in Management and Engineering 7 (1) (2024) 1–36.
  • M. Khamehchiyan, M. R. Nikoudel, M. Boroumandi, Identification of hazardous waste landfill site: A case study from Zanjan province, Iran, Environmental Earth Sciences 64 (7) (2011) 1763–1776.
  • G. De Feo, S. De Gisi, Using MCDA and GIS for hazardous waste landfill siting considering land scarcity for waste disposal, Waste Management 34 (11) (2024) 2225–2238.
  • M. Rezaeimahmoudi, A. Esmaeli, A. Gharegozlu, H. Shabanian, L. Rokni, Application of geographical information system in disposal site selection for hazardous wastes, Journal of Environmental Health Science and Engineering 12 (2014) Article ID 141 6 pages.
  • E. Stemn, B. Kumi-Boateng, Hazardous waste landfill site selection in Western Ghana: An integration of multi-criteria decision analysis and geographic information system, Waste Management and Research 37 (7) (2019) 723–736.
  • A. Titu-Eki, H. Z. Kotta, Environmental geology assessment on the regional Pitay landfill site: A case study in Kupang, Indonesia, SN Applied Sciences 3 (2021) Article ID 35 13 pages.
  • V. Ahire, D. K. Behera, M. R. Saxena, S. Patil, M. Endait, H. Poduri, Potential landfill site suitability study for environmental sustainability using GIS-based multi-criteria techniques for nashik and environs, Environmental Earth Sciences 81 (2022) Article ID 17815 pages.
  • I. Ali, A. Islam, S. M. Ali, S. Adnan, Identification and selection of suitable landfill sites using GIS-based multi-criteria decision analysis in the Peshawar District, Pakistan, Waste Management and Research 41 (3) (2023) 608–619.
  • F. Amiri, Solid waste disposal site selection using geospatial information technologies and fuzzy analytic hierarchy process (FAHP): A case study in Bandar Bushehr, Iran, GeoJournal 88 (3) (2023) 3347–3368.
  • I. Elkhrachy, A. Alhamami, S. H. Alyami, Landfill site selection using multi-criteria decision analysis, remote sensing data, and geographic information system tools in Najran City, Saudi Arabia, Remote Sensing 15 (15) (2023) Article ID 3754 26 pages.
  • V. Singh, P. Sardar, S. R. Samadder, Landfill site selection in a mining dominated area using a fuzzy AHP and DRASTIC vulnerability based multicriteria decision analysis: A case study of Dhanbad, India, Environmental Monitoring and Assessment 195 (2023) Article ID 1172 19 pages.
  • M. M. Zewdie, S. M. Yeshanew, GIS based MCDM for waste disposal site selection in Dejen town, Ethiopia, Environmental and Sustainability Indicators 18 (2023) Article ID 100228 18 pages.
  • T. Chafiq, M. Hmamou, I. Ouhammou, A. Labriki, M. ElHabchi, M. Raji, Geographic analysis of landfill suitability in Fez, Morocco: A multi-criteria approach, Discover Environment 1 (2023) Article ID 16 8 pages.
  • H. Karimi, S. Amiri, J. Huang, and A. Karimi, Integrating GIS and multi-criteria decision analysis for landfill site selection, case study: Javanrood County in Iran, International Journal of Environmental Science and Technology 16 (11) (2019) 7305–7318.
  • A. Kuru, E. Tok, M. Guroglu Aktas, H. H. Demir, H. K. Özcan, G. Demir, GIS and multicriteria decision analysis for landfill site selection in Edirne province, Turkey, Journal of the Institute of Science and Technology 11 (2) (2021) 969–981.
  • C. Tekin Cure, M. Zengin, F. C. Yilmaz, Site selection based on analytic hierarchy process in the planning process for solid waste sanitary landfills: The case of Denizli city, Turkey, Journal of Bartin Faculty of Forestry 23 (2) (2021) 493–509.
  • A. Abdulvahitoğlu, İ. Macit, M. Koyuncu, Selecting the facility location of the gendarmerie station with an AHP-TOPSIS based mathematical model and analysis using GAS/GIS; A case study in a city, The Journal of Security Sciences 10 (2) (2021) 305–338.
  • M. T. El-Saadony et al., Hazardous wastes and management strategies of landfill leachates: A comprehensive review, Environmental Technology and Innovation 31 (2023) Article ID 103150 26 pages.
  • E. Gidarakos, K. Anastasiadou, E. Koumantakis, S. Nikolaos, Investigative studies for the use of an inactive asbestos mine as a disposal site for asbestos wastes, Journal of Hazardous Materials 153 (3) (2008) 955–965.
  • F. Gabrielli, A. Amato, S. Balducci, L. Magi Galluzzi, F. Beolchini, Disaster waste management in Italy: Analysis of recent case studies, Waste Management 71 (2018) 542–555.
  • D. Kannan, R. Khodaverdi, L. Olfat, A. Jafarian, A. Diabat, Integrated fuzzy multi criteria decision making method and multiobjective programming approach for supplier selection and order allocation in a green supply chain, Journal of Cleaner Production 47 (2013) 355–367.
  • S. W. Chou and Y. C. Chang, The implementation factors that influence the ERP (enterprise resource planning) benefits, Decision Support Systems 46 (1) (2008) 149–157.
  • M. B. Ayhan, A fuzzy AHP approach for supplier selection problem: A case study in a gearmotor company, International Journal of Managing Value and Supply Chains 4 (3) (2013) 11–23.
  • T. L. Saaty, The analytic hierarchy process, McGraw-Hill, New York, 1980.
  • K. Donevska, J. Jovanovski, L. Gligorova, Comprehensive review of the landfill site selection methodologies and criteria, Journal of the Indian Institute of Science 101 (4) (2021) 509–521.
  • A. Beskese, H. H. Demir, H. K. Ozcan, H. E. Okten, Landfill site selection using fuzzy AHP and fuzzy TOPSIS: A case study for Istanbul, Environmental Earth Sciences 73 (7) (2015) 3513–3521.
  • C. Cheng, J. W. Lu, R. Zhu, Z. Xiao, A. M. Costa, R. G. Thompson, An integrated multi-objective model for disaster waste clean-up systems optimization, Transportation Research Part E: Logistics and Transportation Review 165 (2022) Article ID 102867 19 pages.
  • Gelir Dairesi Baskanligi, Arsa ve Arazi Asgari Metrekare Birim Değerleri, İstanbul İl (2023), https://ivdb.gib.gov.tr/, Accessed 8 Apr 2023.
  • M. Erdik, Earthquake risk assessment, Bulletin of Earthquake Engineering 15 (2017) 5055–5092.
  • M. Battarra, B. Balcik, H. Xu, Disaster preparedness using risk-assessment methods from earthquake engineering, European Journal of Operational Research 269 (2) (2018) 423–435.
There are 41 citations in total.

Details

Primary Language English
Subjects Industrial Engineering
Journal Section Research Article
Authors

Elif Elçin Günay 0000-0002-4464-8779

Sena Dere This is me 0009-0009-5207-6385

Early Pub Date June 25, 2024
Publication Date June 25, 2024
Submission Date January 11, 2024
Acceptance Date April 8, 2024
Published in Issue Year 2024 Volume: 10 Issue: 2

Cite

APA Günay, E. E., & Dere, S. (2024). Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data. Journal of Advanced Research in Natural and Applied Sciences, 10(2), 446-463. https://doi.org/10.28979/jarnas.1416814
AMA Günay EE, Dere S. Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data. JARNAS. June 2024;10(2):446-463. doi:10.28979/jarnas.1416814
Chicago Günay, Elif Elçin, and Sena Dere. “Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye Using Multi-Criteria Decision-Making Methods and GIS Data”. Journal of Advanced Research in Natural and Applied Sciences 10, no. 2 (June 2024): 446-63. https://doi.org/10.28979/jarnas.1416814.
EndNote Günay EE, Dere S (June 1, 2024) Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data. Journal of Advanced Research in Natural and Applied Sciences 10 2 446–463.
IEEE E. E. Günay and S. Dere, “Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data”, JARNAS, vol. 10, no. 2, pp. 446–463, 2024, doi: 10.28979/jarnas.1416814.
ISNAD Günay, Elif Elçin - Dere, Sena. “Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye Using Multi-Criteria Decision-Making Methods and GIS Data”. Journal of Advanced Research in Natural and Applied Sciences 10/2 (June 2024), 446-463. https://doi.org/10.28979/jarnas.1416814.
JAMA Günay EE, Dere S. Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data. JARNAS. 2024;10:446–463.
MLA Günay, Elif Elçin and Sena Dere. “Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye Using Multi-Criteria Decision-Making Methods and GIS Data”. Journal of Advanced Research in Natural and Applied Sciences, vol. 10, no. 2, 2024, pp. 446-63, doi:10.28979/jarnas.1416814.
Vancouver Günay EE, Dere S. Hazardous Solid Waste Landfill Site Selection for İstanbul, Türkiye using Multi-Criteria Decision-Making Methods and GIS Data. JARNAS. 2024;10(2):446-63.


TR Dizin 20466




Academindex 30370    

SOBİAD 20460               

Scilit 30371                            

29804 As of 2024, JARNAS is licensed under a Creative Commons Attribution-NonCommercial 4.0 International Licence (CC BY-NC).