A Framework for Screening of Variables of Ecological Sensitivity Index (ESI) of Mangrove Ecosystems to Oil Spills

Muarif Muarif, Ario Damar, Sigid Hariyadi, Dewayani Sutrisno, Mennofatria Boer


Mangrove is a coastal ecosystem that is vulnerable when it is exposed to oil spills. Cleaning up oil spills in mangrove ecosystems is very difficult and highly costly. Ecological sensitivity index (ESI) of mangrove ecosystem is an alternative tool to control oil spill by protecting highly sensitive areas from oil spill. One of the problems found in the development of ecological sensitivity index (ESI) of mangrove ecosystem is large numbers of variables of ecological sensitivity. Screening methods of variables can reduce the numbers of variables and result in the key variables of ecological sensitivity index (ESI) of mangrove ecosystems to oil spill.

The variables screening includes four steps (selecting variables, screening variables, clustering variables, and reducing variables), and six methods to analyze variables (literature study, expert survey, correlation analysis, variable grouping, PCA, and BEST analysis).


screening of variables; ecological sensitivity index (ESI); mangrove ecosystems; oil spill.

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. S. Soemodihardjo and Soeroyo. Dampak Pencemaran Terhadap Komunitas Mangrove. Seminar Pemantauan Pencemaran Laut, 7-9 Pebruari 1994. Pusat Penelitian dan Pengembangan Oseanologi-LIPI, Jakarta. pp: 92-98. 1994.

. R. Hoff, P. Hensel, E.C. Proffitt, P. Delgado, G. Shigenaka, R. Yender. Oil Spill in Mangrove, Planning and Response Considerations. Washington (US): NOAA Ocean Service, Office of Response and Restoration. 2002. 70pp.

. M. Fingas. The Basic of Oil Spill Cleanup. 2nd ed. Washington DC (US): Lewis Publishers. 2001. 230pp.

. P.W.M. Souza, F.D. Goncalves, S.W.P. Rodrigues, F.R. Costa, and F.P. Miranda. Multisensor data fusion for geomorphological and environmental sensitivity index mapping in the Amazonian Mangrove Coast, Brazil. Journal of Coastal Research, SI 56 Proceedings of 10th International Coastal Symposium, Lisbon Portugal. pp:1592-1596, 2009.

. E.C. Peters, N.J. Gassman, J.C. Firman, R.H. Richmond, and E.A. Power. Ecotoxicology of Tropical Marine Ecosystems. Environmental Toxicology and Chemistry, Vol. 16, No. 1, pp. 1240, 1997.

. J. Petersen, J. Michel, S. Zengel, M. White, C. Lord, C. Plank. Environmental Sensitivity Index Guidelines Version 3.0. National Oceanic and Atmospheric Administration (NOOA), U.S. Department of Commerce. Seattle, Washington. . 2002. 192pp.

. V.H. Dale, S.C. Beyeler. Challenges in the Development and Use of Ecological Indicators. Ecological Indicators 1 (2001) 310. 2001.

. J.C. Rice and M.J. Rochet. A Framework for Selecting a Suite of Indicators for Fisheries Management. Journal of Marine Science, 62: 516-527. 2005.

. J. Hilty and A.Merenlender Faunal Indicator Taxa Selection for Monitoring Ecosystem Health. Biological Conservation 92 (2000): 185-197. 2000.

. A. Donnelly, M. Jones, T. O'Mahony, G. Byrne. Selecting Environmental Indicator for Use in Strategic Environmental Assessment. Environmen-tal Impact Assessment Review 27 (2007): 161175. 2007.

. S.C. Curral, T.H. Hammer, L.S. Beggett, G.M. Doniger. Combining Qualitative and Quantitative Methodologies to Study Group Processes: An Illustrative Study of a Corporate Board of Directors. Organizational Research Methods, Vol 2 No 1,: 5-36. January 1999.

. H.J. De Lange, J. Lahr, J.J.C. Van Der Pol, Y. Wessels, J.H. Faber. Ecological Vulnerability in Wildlife: An Expert Judgment and Multicriteria Analysis Tool Using Ecological Traits To Assess Relative Impact of Pollutants. Environmental Toxicology and Chemistry, Vol. 28, No. 10, Pp. 22332240. 2009.

. J.A. Onwuegbuzie, N.L. Leech, and K.M.T. Collins. Qualitative Analysis Techniques for the Review of the Literature. The Qualitative Report, 17 (56). pp:1-28. 2012.

. B.Brown. Resilience Thinking Applied to the Mangroves of Indonesia. Yogyakarta (ID): IUCN & Mangrove Action Project. 2007. 52 pp.

. K.A. Burns, S. Codia, C. Pratta, N.C. Duke. Weathering of Hydrocarbons in Mangrove Sediments: Testing the Effects of Using Dispersants to Treat Oil Spills. J. Organic Geochemistry 30. 1273-1286. 1999.

. J.A. Oyedepo and C.O. Adeofun. Environmental Sensitivity Index Mapping of Lagos Shorelines. Global NEST Journal, Vol 13, No 3, pp 277-287, 2011.

. [IPIECA] International Petroleum Industry Environmental Conservation Association. Biological Impacts of Oil Pollution: Mangroves. IPIECA Report Series Volume Four. London (UK): International Petroleum Industry Environmental Conservation Association. 1993. 20pp.

. H. Ali, Poerbandono, K.Wikantika. Penentuan Indeks Kerentanan Lingkungan Pantai berbasis Geospasial dan Parameter Fisik (Studi Kasus : Tumpahan Minyak di Kepulauan Seribu, Teluk Jakarta). PIT MAPIN XVII, Bandung. 196-207. 10-12-2008.

. N.C. Duke, K.A. Burn. Fate and Effects of Oil and Dispersed Oil on Mangrove Ecosystems in Australia. Australian (AU): Australian Institute of Marine Science and CRC Reef Research Centre. 1999. Pp: 233-247.

. Faperikan IPB. Studi Pemetaan Indeks Kepekaan Lingkungan Wilayah Pesisir Indramayu dan Subang Jawa Barat Berkaitan dengan Dampak Kegiatan Pertamina. Bogor (ID): Kejasama Pertamina dengan Fakultas Perikanan IPB. 1995.

. S.D. Garrity, S.C. Levings and K.A. Burns. The Galeta Oil Spill. Long-term Effects onthe Physical Structure of the Mangrove Fringe. Estuarine, Coastal and Shelf Science. 1994, 38:4, Florida. P: 327-348. 1994.

. Q. Lin and I.A. Mendelsson. A comparative investigation of the effects of south Louisiana crude oil on the vegetation of fresh, brackish and salt marshes. Marine Pollution Bulletin, 32 (2), 202209. February 1996.

. R.B. Clark. Marine Pollution. Oxford (UK): Claredon Press. 1986. 215 pp.

. T. Messmer, R. Drake, and A. McElrone. Endangered and Threatened Animals of Utah. Logan (US): Berryman Institute Publication No. 17, Utah State University. 1998. 60 pp.

. Ministry of Water, Land and Air Protection. Environmental Best Management Practices for Urban and Rural Land Development; Environmentally Sensitive Areas (Section Five). British Columbia: Ministry of Water, Land and Air Protection. 2004. pp:5-9.

. G.A. Kolyuchkina, N.A. Belyaev, V.A. Spiridonov, U.V. Simakova. Long-term Effects of Kerch Strait Residual Oil-Spill: Hydrocarbon Concentration in Bottom Sediments and Biomarkers in Mytilus galloprovincialis (Lamarck, 1819). Turkish Journal of Fisheries and Aquatic Sciences 12: 461-469. 2012.

. J.Culbertson, I.Valiela, E.Peacock,, C.Reddy, A. Carter, R.VanderKruik, Long-term effects of petroleum residues on fiddler crabs in salt marshes. Marine Pollution Bulletin 54, 955-962. 2007.

. F.Melville, L.E.Anderson, and D.F. Jolley,. The Gladstone (Australia) oil spill Impacts on intertidal areas: Baseline and six months post-spill. Marine Pollution Bulletin 58, 263-267. 2009.

. [IPIECA/IMO/OGP] International Petroleum Industry Environmental Conservation Association/International Maritime Organisation/International Association of Oil and Gas Producers. Sensitivity Mapping for Oil Spill Response. London (UK): The Global Oil and Gas Industri Association for Environmental and Social Issues, International Maritime Organization, International Association of Oil & Gas Producers. 2012. 33pp.

. M.A. Meyer and J.M. Booker. Eliciting and Analizing Expert Judgment: A Practical Guide. Philadelphia (US): The American Statistical Association and Society for Industrial and Applied Mathematics. 2001. 459pp.

. B. Shipley. Cause and correlation in biology: a users guide to path analysis, structural equations and causal inference. Cambridge (UK). Cambridge University Press. 2000. Pp:3.

. R.G.D. Steel, J.H. Torrie. Principles and procedures of statistics a biometrical approach. New York (US): McGraw-Hill. 1980. 481pp.

. A.A. Mattjik and I.M. Sumertajaya. Sidik Peubah Ganda dengan Menggunakan SAS. Bogor (ID): Departemen Statistika FMIPA IPB. 2011. 413pp.

. K.R. Clarke, P.J. Somerfield, R.N. Gorley, Testing of Null hypotheses in Exploratory Community Analyses: Similitary Profiles and Biota-environment Linkage. J Exp Mar Biol Ecol 366:56-69. 2008.


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