Evaluating Site Selection Criteria for Marine Cultivation in North Lombok Regency of Indonesia through GADA model

Authors

  • Ellen Thio Nanjing University Of Information Science and Technology

DOI:

https://doi.org/10.52812/ijgs.13

Keywords:

sustainable development, marine cultivation development, water location, marine cultivation criteria, multiple criteria decision-making, grey system theory, Grey Absolute Decision Analysis

Abstract

Identifying the requirements for selecting water locations for marine cultivation requires identifying and objectively selecting cultivation locations. The study aims to identify site selection criteria to develop marine cultivation in Indonesia’s North Lombok Regency, followed by their prioritization based on perceived significance. The selection criteria are through extensive review of literature, and are evaluated based on primary data. Grey Absolute Decision Analysis (GADA) model was used to evaluate the criteria. Comparative analysis with the Simple Additive Weighting (SAW) and TOPSIS methods confirmed the soundness of the results obtained through GADA. It was found that oceanographic conditions are most essential criterion for site selection for marine cultivation development. The results are important for marine cultivation businesses looking for suitable site in North Lombok Regency.

 

References

Affan, J. M. (2011). Selection of location for cultivation development in floating net cages based on environmental factors and water quality in the eastern coastal waters of Central Bangka Regency. Jurnal Sains MIPA Universitas Lampung, 17 (3), 99-106. https://jurnal.fmipa.unila.ac.id/sains/article/view/351

Afshari, A., Mojahed, M., Yusuff, R. M. (2010). Simple Additive Weighting approach to Personnel Selection problem. International Journal of Innovation, Management, and Technology, 1(5). http://ijimt.org/papers/89-M474.pdf

Charles, A. T. (2001). Sustainable Fishery System. Blackwell Science Ltd. Oxford.

Deng, J. (1982). Control problems of grey systems. Systems & Control Letters, 1(5), 288-294. https://doi.org/10.1016/S0167-6911(82)80025-X

Du, J., Liu, S., & Liu, Y. (2021). A novel grey multi-criteria three-way decisions model and its application. Computers & Industrial Engineering, 158, 107405. https://doi.org/10.1016/j.cie.2021.107405

Fahim, A., Addae, B.A., Ofosu-Adarkwa, J., Qingmei, T., & Bhatti, U.A. (2021). Industry 4.0 and Higher Education: An Evaluation of Barriers Affecting Master’s in Business Administration Enrolments Using a Grey Incidence Analysis. IEEE Access, 9, 76991 – 77008. https://doi.org/10.1109/ACCESS.2021.3082144

FAO. (1989). Site selection criteria for marine finfish net cage culture in Asia. Rome: Food and Agricultural Organization.

FAO. (2020). The State of World Fisheries and Aquaculture 2020. Sustainability in action. Rome: Food and Agricultural Organization. https://doi.org/10.4060/ca9229en

Fishburn, P. C. (1967). A Problem-based Selection of Multi-Attribute Decision Making Methods. New Jersey: Blackwell Publishing

Gimin, R. (2001). Opportunities and Barriers to Aquaculture Development in NTT Province. Proceedings of the Seminar on Research Results and Studies by UPT Fisheries and Marine Sciences UNDANA, Kupang. https://seminarfkp.undana.ac.id/Uploads/FileProsiding/Prosiding_FKP_Undana_1.pdf

Hartoko, A., & Helmi, M. (2004). Development of Digital Multilayer Ecological Model for Padang Coastal Water (West Sumatera). Journal of Coastal Development, 7(3), 129-136. https://ejournal.undip.ac.id/index.php/coastdev/article/view/5250

Hwang, C. L. and Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag, New York. http://dx.doi.org/10.1007/978-3-642-48318-9

Ikram, M., Sroufe, R., & Zhang, Q. (2020). Prioritizing and overcoming barriers to integrated management system (IMS) implementation using AHP and G-TOPSIS. Journal of Cleaner Production, 254, 120121. https://doi.org/10.1016/j.jclepro.2020.120121

Ikram, M., Zhang, Q., Sroufe, R., & Ferraso, M. (2021). Contribution of Certification Bodies and Sustainability Standards to Sustainable Development Goals: An Integrated Grey Systems Approach. Sustainable Production and Consumption, 28, 326-345. https://doi.org/10.1016/j.spc.2021.05.019

Javed S. A, Zhu, B., & Liu S. (2020b). Forecast of Biofuel Production and Consumption in Top CO2 Emitting Countries using a novel grey model. Journal of Cleaner Production, 276, 123977. https://doi.org/10.1016/j.jclepro.2020.123997

Javed, S. A., & Liu, S. (2019). Bidirectional Absolute GRA/GIA model for Uncertain Systems: Application in Project Management. IEEE Access, 7(1), 60885-60896. https://doi.org/10.1109/ACCESS.2019.2904632

Javed, S. A., Ikram, M., Tao, L., & Liu, S. (2021). Forecasting Key Indicators of China’s Inbound and Outbound Tourism: Optimistic-Pessimistic Method. Grey Systems: Theory and Application, 11(2). 265-287. https://doi.org/10.1108/GS-12-2019-0064

Javed, S. A., Mahmoudi, A., & Liu, S. (2020a). Grey Absolute Decision Analysis (GADA) method for Multiple Criteria Group Decision Making under Uncertainty. International Journal of Fuzzy Systems, 22(4), 1073-1090. https://doi.org/10.1007/s40815-020-00827-8

Junaidi, M., Nurliah, Marzuki, M., Cokrowati, N., & Rahman, I. (2018). Identification of Water Locations for Marine Aquaculture Development in North Lombok Regency. Jurnal Biologi Tropis, 18(1). 57-69. http://dx.doi.org/10.29303/jbt.v18i1.730

Liu, S., Yang, Y., & Forrest, J. (2017). Grey data analysis: Methods, models and applications. Singapore: Springer Singapore. ISBN 978-981-10-1841-1.

Mahmoudi, A., Bagherpour, M., & Javed, S.A. (2019). Grey Earned Value Management: Theory and Applications. IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2019.2920904

Mahmoudi, A., Deng, X., Javed, S. A., & Yuan, J. (2020c). Large-Scale Multiple Criteria Decision-Making with Missing Values: Project Selection through TOPSIS-OPA. Journal of Ambient Intelligence and Humanized Computing. https://doi.org/10.1007/s12652-020-02649-w

Mahmoudi, A., Deng, X., Javed, S. A., & Zhang, N. (2020a). Sustainable Supplier Selection in Megaprojects through Grey Ordinal Priority Approach. Business Strategy and The Environment, 30, 318-339. https://doi.org/10.1002/bse.2623

Mahmoudi, A., Javed, S. A., Liu, S.F., & Deng, X. (2020b). Distinguishing Coefficient driven Sensitivity Analysis of GRA Model for Intelligent Decisions: Application in Project Management. Technological and Economic Development of Economy, 26(3), 621-641. https://doi.org/10.3846/tede.2020.11890

Meske, C, & Vogt, F. (1985). Fish Aquaculture Technology and Experiments (1st ed.). F. Vogt (ed). London: Pengamon Press.

Milne, P. H. (1979). Fish and Shellfish Farming in Coastal Waters. Fishing News Book Ltd, Farnham Surrey.

Mohammadi, M., & Rezaei, J. (2020). Ensemble ranking: Aggregation of rankings produced by different multi-criteria decision-making methods. Omega, 96, 102254. https://doi.org/10.1016/j.omega.2020.102254

Muir, J. F., Kapetsky, J. M. (1988). Site Selection Decisions and Project Cost. The Case of Brackish Water Pond System. Aquaculture Engineering Technologies for The Future. IChemE Symposium Series 111, EFCE Publication Series 66. Scotland. https://doi.org/10.15578/jppi.11.5.2005.31-41

Munasinghe, M. (2002). Analyzing the nexus of sustainable and climate change: An overview. France: OECD.

Pillay, T. V. R. (1990). Quality Criteria for Water. Washington, DC: US Environmental Protection Agency. Jakarta-Bandung: Agency for Agriculture and Development Ministry of Agriculture.

Radiarta, I.N., Saputra, A., Priono, B. (2005). Identification of the feasibility of fish farming land in floating net cages with the application of geographic information systems in Pangpang Bay, East Java. Indonesian Fisheries Research Journal, 11(5), 1-13. http://dx.doi.org/10.15578/jppi.11.5.2005.31-41

Simanaviciene, R., & Ustinovichius, L. (2010). Sensitivity Analysis for Multiple Criteria Decision Making Methods: TOPSIS and SAW. Procedia – Social and Behavioral Science, 2, 7743-7744. https://doi.org/10.1016/j.sbspro.2010.05.207

Statista. (2020). Contribution of fisheries to the gross domestic product (GDP) in Indonesia from 2014 to 2019. Statista. https://www.statista.com/statistics/1083946/indonesia-fisheries-contribution-to-gdp

Sukandi, M.F. (2002). The Improvement of Fish Culture Technology. Journal Icthyoligi Indonesia, 2(2), 61-66. https://doi.org/10.32491/jii.v2i2.279

Szuster, W.B., & Albasri, H. (2010). Site selection for grouper mariculture in Indonesia. International Journal of Fisheries and Aquaculture, 2(3), 87-92. https://academicjournals.org/article/article1379436090_Szuster%20and%20Albasri.pdf

TMAF. (2021). Perikanan. Department of Transportation, Maritime Affairs and Fisheries. http://www.lombokutarakab.go.id/v1/images/katalog_potensi_daerah/perikanan/perikanan.pdf

Torres, A. C., Ross, L.G., Beveridge, M.C.M. (1998). The Use Remote Sensing in Water Quality Investigations for Aquaculture and Fisheries. Aquaculture Engineering Technologies for The Future. IChemE Symposium Series 111, EFCE Publication Series 66. Scotland.

Utojo, U., & Mansyur, A. (2007). Feasibility Study of Grouper (Epinephelus sp.) Cultivation Locations in the Waters of Nine Islands, Sinjai Regency, South Sulawesi. Jurnal Perikanan Universitas Gadjah Mada, 9(1), 69-81. https://doi.org/10.22146/jfs.66

Widodo, J. (2001). Basic Principles of Aquaculture Development with Examples of Grouper and Milkfish Cultivation in Indonesia. Marine Cultivation Technology and Development of Sea Farming Indonesia. Ministry of Marine Affairs and Fisheries and JICA, 1, 17 – 26.

Yoon, K. (1980). Systems Selection by Multiple Attribute Decision Making (Ph.D. Dissertation), Kansas State University, Manhattan, Kansas.

Zare, A., Feylizadeh, M., Mahmoudi, A., & Liu, S. (2018). Suitable computerized maintenance management system selection using grey group TOPSIS and fuzzy group VIKOR: a case study. Decision Science Letters, 7(4), 341-358. https://doi.org/10.5267/J.DSL.2018.3.002

Zonneveld, N., Huisman, E. A., & Boon, J. H. (1991). Fish farming principles. Jakarta: PT Gramedia Pustaka Utama. ISBN 979403911X

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Published

2021-07-28

How to Cite

Thio, E. (2021). Evaluating Site Selection Criteria for Marine Cultivation in North Lombok Regency of Indonesia through GADA model. International Journal of Grey Systems, 1(1), 27–37. https://doi.org/10.52812/ijgs.13

Issue

Vol. 1 No. 1 (2021)

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Articles

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