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A Decision Support Framework for Science-Based, Multi-Stakeholder Deliberation: A Coral Reef Example

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Abstract

We present a decision support framework for science-based assessment and multi-stakeholder deliberation. The framework consists of two parts: a DPSIR (Drivers–Pressures–States–Impacts–Responses) analysis to identify the important causal relationships among anthropogenic environmental stressors, processes, and outcomes; and a Decision Landscape analysis to depict the legal, social, and institutional dimensions of environmental decisions. The Decision Landscape incorporates interactions among government agencies, regulated businesses, non-government organizations, and other stakeholders. It also identifies where scientific information regarding environmental processes is collected and transmitted to improve knowledge about elements of the DPSIR and to improve the scientific basis for decisions. Our application of the decision support framework to coral reef protection and restoration in the Florida Keys focusing on anthropogenic stressors, such as wastewater, proved to be successful and offered several insights. Using information from a management plan, it was possible to capture the current state of the science with a DPSIR analysis as well as important decision options, decision makers and applicable laws with a the Decision Landscape analysis. A structured elicitation of values and beliefs conducted at a coral reef management workshop held in Key West, Florida provided a diversity of opinion and also indicated a prioritization of several environmental stressors affecting coral reef health. The integrated DPSIR/Decision landscape framework for the Florida Keys developed based on the elicited opinion and the DPSIR analysis can be used to inform management decisions, to reveal the role that further scientific information and research might play to populate the framework, and to facilitate better-informed agreement among participants.

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References

  • Ault JS, Bohnsack JA, Smith SG, Jiangang L (2005) Towards sustainable multispecies fisheries in the Florida, USA, coral reef ecosystem. Bull Marine Sci 76(2):595–622

    Google Scholar 

  • Becken S, Hay JE (2007) Tourism and climate change: risks and opportunities. Channel View Publications, UK

    Google Scholar 

  • Belton V, Stewart TJ (2001) Multiple criteria decision analysis. Springer-Verlag, New York

    Book  Google Scholar 

  • Bockstael NE, Freeman AM III, Kopp RJ, Portney PR, Smith VK (2000) On Measuring Economic Values for Nature. Environ Sci Technol 34(8):1384–1389

    Article  CAS  Google Scholar 

  • Borsuk M, Clemen R, Maguire L, Reckhow K (2001) Stakeholder values and scientific modeling in the Neuse River watershed. Group Decis Negot 10:355–373

    Article  Google Scholar 

  • Boyd J, Banzhaf S (2007) What are ecosystem services? The need for standardized environmental accounting units. Ecol Econ 63(2–3):616–626

    Article  Google Scholar 

  • Bradley P, Fore L, Fisher W, Davis W (2010). Coral Reef Biological Criteria: Using the Clean Water Act to Protect a National Treasure. Office of Research and Development. U.S. Environmental Protection Agency. Narragansett, RI. EPA/600/R-10/054.

  • Brouwer R, Georgiou S, Turner RK (2003) Integrated assessment and sustainable water and wetland management. A review of concepts and methods. Integr Assess 4(3):172–184

    Article  Google Scholar 

  • Causey B, Delaney J, Diaz E, Dodge D, Garcia J, Higgins J, Keller B, Kelty R, Jaap W, Matos C, Schmahl G, Rogers C, Miller M, Turgeon D (2002) Status of coral reefs in the US Caribbean and Gulf of Mexico. In: Wilkinson C (ed) Status of Coral Reefs of the World: 2001. e. T. A. I. o. M. S. Australian Institute of Marine Science, Townsville, pp 251–276

  • Cesar H, Burke L, Pet-Soede L (2003) The economics of worldwide coral reef degradation. Cesar Environmental Economics Consulting, Arnhem

    Google Scholar 

  • Clemen RT (1996) An introduction to decision analysis 2nd edition. Duxbury press, Washington, DC

  • Cohen SJ (1997) Scientist–stakeholder collaboration in integrated assessment of climate change: lessons from a case study of Northwest Canada. Environ Model Assess 2(4):281–293

    Article  Google Scholar 

  • Cohon JL (2004) Multiobjective programming and planning. Academic Press, New York

    Google Scholar 

  • Costanza R, Andrade F, Autunes P, Van den Belt M, Boesch D, Boersma D, Catarino F, Hanna S, Limburg K, Low B, Molitor M, Pereira JG, Rayner S, Santos R, Wilson J, Young M (1999) Ecological economics and sustainable governance of the oceans. Ecol Econ 31(2):171–187

    Google Scholar 

  • Costanza R, d’Arge R, de Groot R, Farber S, Grasso M, Hannon B, Limburg K, Naeem S, O’Neill RV, Pauelo J, Raskin RG, Sutton P, Van den Belt M (2002) The value of the world’s ecosystem services and natural capital. Ecolo Econ 25(1):3–15

    Google Scholar 

  • Cowling RM, Egoh B, Knight AT, O’Farrell PJ, Reyers B, Rouget M, Roux DJ, Welz A, Wilhelm-Rechman A (2008) An operational model for mainstreaming ecosystem services for implementation. Proceedings of the National Academies of Science of USA 105:9438–9488

    Google Scholar 

  • Cullen AC, Small MJ (2004) Uncertain risk. In: McDaniels T, Small MJ (eds) Risk analysis and society: an interdisciplinary characterization of the field. Cambridge University Press, Cambridge

  • Cullen AC, Frey HC (1999) Probabilistic techniques in exposure assessment: a handbook for dealing with variability and uncertainty in models and inputs. Springer, London

    Google Scholar 

  • DeKay ML, Small MJ, Fischbeck PS, Farrow RS, Cullen AC, Kadane JB, Lave L, Morgan MG, Takemura K (2002) Risk-based decision analysis in support of precautionary policies. J Risk Res 5(4):391–417

    Article  Google Scholar 

  • Doney S, Fabry V, Feely R, Kleypas J (2009) Ocean acidification: the other CO2 problem. Ann Rev Marine Sci 1:169–192

    Article  Google Scholar 

  • Dowlatabadi H, Morgan MG (1993) Integrated assessment of climate change. Science 259:5103

    Google Scholar 

  • Eakin CM, Morgan JA, Heron SF, Smith TB, Liu G (2010) Caribbean corals in crisis: record thermal stress, bleaching, and mortality in 2005. PLoS ONE 5(11):e13969. doi:13910.11371/journal.pone.0013969

    Article  Google Scholar 

  • EPA (2012) Florida keys national marine sanctuary water quality protection program (WQPP). Accessed from http://ocean.floridamarine.org/FKNMS_WQPP/pages/wqpp.html

  • European environment agency (2001). The DPSIR Framework global international waters assessment (GIWA). Copenhagen

  • Farrow RS, Goldburg CB, Small MJ (2000) Economic valuation and the environment: A special issue. Environ Sci Technol 34(8):1381–1383

    Article  CAS  Google Scholar 

  • Fisher W (2009) Illustration of DPSIR. Environmental Protection Agency, Gulf Breeze

  • Gregory R, McDaniels T, Fields D (2001) Decision aiding, not dispute resolution: creating insights through structured environmental decisions. J Policy Anal Manag 20(3):415–432

    Article  Google Scholar 

  • Hanley N, Shogren JF, White B (2007) Environmental economics in theory and practice. Palgrave Macmillan, New York

    Google Scholar 

  • Hassan R, Scholes R, Ash N (eds) (2005) Millennium ecosystem assessment. In: Ecosystems and human well being: current state and trends, Island Press, Washington

  • Hein L, Koppen KV, de Groot RS, Van Lerland EC (2006) Spatial scales, stakeholders and the valuation of ecosystem services. Ecol Econ 57(2):209–228

    Google Scholar 

  • Hoegh-Guldberg H (2010) Climate change and the Florida Keys. FKNMS/NOAA Socioeconomic Research and Monitoring Program, Florida Keys National Marine Sanctuary, NOAA

  • Hoegh-Guldberg O, Mumby PJ, Hooten AJ, Steneck RS, Greenfield P, Gomez E, Harvell CD, Sale PF, Edwards AJ, Caldeira K, Knowlton N, Eakin CM, Igiesias-Prieto R, Muthiga N, Bradbury RH, Dubi A, Hatziolos ME (2007) Coral reefs under rapid climate change and ocean acidification. Science 318(5857):1737–1742

    Google Scholar 

  • Jaap WC (2000) Coral reef restoration. Ecol Eng 15(3–4):345–364

    Article  Google Scholar 

  • Jaynes ET (2003) Probability theory: the logic of science. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Keller BD, Gleason DF, McLeod E, Woodley CM, Airame S, Causey BD, Friedlander AM, Grober-Dunsmore R, Johnson JE, Miller SL, Steneck RS (2009) Climate change, coral reef ecosystems, and management options for marine protected areas. J Environ Manag 44:1069–1088

    Google Scholar 

  • Keeney R (1992) Value-focused thinking: a path to creative decision making. Harvard University Press, Cambridge

  • Kiker GA, Bridges TS, Varghese A, Seager TP, Linkov I (2005) Application of multicriteria decision analysis in environmental decision making. Integr Environ Assess Manag 1(2):95–108

    Article  Google Scholar 

  • Knowlton N, Jackson JBC (2008) Shifting baselines, local impacts, and global change on coral reefs. PLoS Biol 6(2):e54

    Article  Google Scholar 

  • Kruczynski WL, McManus F (2002) Water quality concerns in the Florida Keys: sources, effects, and solutions. In: Porter JW, Porter KG (eds) The everglades, Florida Bay, and coral reefs of the Florida Keys: an ecosystem sourcebook. CRC Press, Boca Raton

  • Lapointe BE, Barile PJ, Matzie WR (2004) Anthropogenic nutrient enrichment of seagrass and coral reef communities in the Lower Florida Keys: discrimination of local versus regional nitrogen sources. J Exp Marine Biol Ecol 308:23–58

    Article  Google Scholar 

  • Leeworthy VR, Bowker JM (1997) Non-market economic user values of the Florida Keys/Key West. National Oceanic and Atmospheric Administration, Strategic Environmental Assessments Division, Silver Spring, p 41

  • Leeworthy VR, Loomis D (2010a) Visitor study: some selected results comparing visitors in 1995–96 and 2007–08, Florida Keys/Key West. N. O. S. Office of National Marine Sanctuaries, National Oceanic and Atmospheric Administration

  • Leeworthy VR, Loomis D, Paterson S (2010b). Visitor profiles: Florida Keys/Key West 2007–08. N. O. S. Office of National Marine Sanctuaries, National Oceanic and Atmospheric Administration

  • Lynam T, de Jong W, Sheil D, Kusumanto T, Evans K (2007) A review of tools for incorporating community knowledge, preferences and values into decision making in natural resources management. Ecol Soc 12(1):5–19

    Google Scholar 

  • Makowski M, Somlyody L, Watkins D (1996) Multiple criteria analysis for water quality management in the Nitra basin. J Am Water Res Assoc 32(5):937–951

    Article  Google Scholar 

  • Manzello DP, Berkelmans R, Hendee JC (2007) Coral bleaching indices and thresholds for the Florida Reef Tract, Bahamas, and St. Croix, US Virgin Islands. Marine Pollut Bull 54(12):1923–1931

    Article  CAS  Google Scholar 

  • Matthies M, Giupponi C, Ostendorf B (2007) Environmental decision support systems: current issues, methods and tools. Environ Model Softw 22(2):123–127

    Article  Google Scholar 

  • McClenachan L (2009) Documenting loss of large trophy fish from the Florida Keys with historical photographs. Conserv Biol 23(3):636–643

    Article  Google Scholar 

  • McDaniels T, Gregory R, Fields D (1999) Democratizing risk management: successful public involvement in local water management decisions. Risk Anal 19(3):497–510

    Google Scholar 

  • McNie E (2007) Reconciling the supply of scientific information with user demands: an analysis of the problem and review of the literature. Environ Sci Policy 10:17–38

    Article  CAS  Google Scholar 

  • Messner F, Zwirner O, Karkuschke M (2006) Participation in multi-criteria decision support for the resolution of a water allocation problem in the Spree River basin. Land Use Policy 1:63–75

    Article  Google Scholar 

  • Morgan MG, Henrion M, Small MJ (1990) Uncertainty: a guide to dealing with uncertainty in quantitative risk and policy analysis. Cambridge University Press, Ds

    Book  Google Scholar 

  • National Academy of Sciences National Research Council (1996). Understanding risk: informing decisions in a democratic society. Washington

  • NOAA (1997). Florida Keys National Marine Sanctuary Management Plan, 1997

  • NOAA (2005). Florida Keys National marine sanctuary draft revised management plan. Federal Register

  • NOAA (2007). Florida Keys national marine sanctuary revised management plan. Key West

  • NOAA (2010) Florida Keys national marine sanctuary: visitor information. http://floridakeys.noaa.gov/visitor_information/welcome.html. Accessed March 17, 2010

  • NOAA (2012) NOAA coastal and marine spatial planning: comprehensive planning for the Florida Keys national marine sanctuary. http://cmsp.noaa.gov/examples/flordiakeys.html

  • Office of National Marine Sanctuaries (2011). Florida Keys national marine sanctuary condition report 2011. U.S. Department of Commerce, National Oceanic and Atmospheric Administration, Office of National Marine Sanctuaries, Silver Spring, p 105

  • Orr JC, Fabry VJ, Aumont O, Bopp L, Doney SC, Feely RA, Gnanadesikan A, Gruber N, Ishida A, Joos F, Key RM, Lindsay K, Maier-Reimer E, Matear R, Monfray P, Mouchet A, Najjar RG, Gian-Kasper P, Rodgers KB, Sabine CL, Sarmiento JL, Schlitzer R, Slater RD, Totterdell IJ, Marie-France W, Yamanaka Y, Yool A (2005) Anthropogenic ocean acidification over the twenty-first century and its impact on calcifying organisms. Nature 437:681–686

    Google Scholar 

  • Porter JW, Porter KG (2002) The everglades, Florida Bay, and coral reefs of the Florida Keys: an ecosystem sourcebook. CRC Press, Boca Raton

  • Precht WF (2006) Coral reef restoration handbook. CRC Press, Boca Raton

    Book  Google Scholar 

  • Precht WF, Miller SL (2007) Ecological shifts along the Florida reef tract: the past is key to the future. In: Geological approaches to coral reef ecology. Springer, New York

  • Pyke CR, Bierwagen BG, Furlow J, Gamble J, Johnson T, Julius S, West J (2007) A decision inventory approach for improving decision support for climate change impact assessment and adaptation. Environ Sci Policy 10(7–8):610–621

    Article  Google Scholar 

  • Reed MS (2008) Stakeholder participation for environmental management: a literature review. Biol Conserv 141(10):2417–2431

    Article  Google Scholar 

  • Renn O (2006) Participatory processes for designing environmental policies. Land Use Policy 23(1):34–43

    Article  Google Scholar 

  • Rouphael AB, Inglis GJ (2002) Increased spatial and temporal variability in coral damage caused by recreational scuba diving. Ecol Appl 12(2):427–440

    Article  Google Scholar 

  • Rubin ES, Small MJ, Bloyd CN, Henrion M (1992) An integrated assessment of acid deposition effects on Lake Acidification. J Environ Eng 118:120–134

    Article  CAS  Google Scholar 

  • Shivlani M, Suman D (2000) Dive operator use patterns in the designated no-take zones of the Florida Keys National Marine Sanctuary. Environ Manag 25(6):647–659

    Article  Google Scholar 

  • Spalding M (2001) World atlas of coral reefs. University of California Press and UNEP World Conservation Monitoring Center, Berkeley, p 150

  • Stiber NA, Pantazidou M, Small MJ (1999) Expert system methodology for evaluating reductive dechlorination at TCE Sites. Environ Sci Technol 33(17):3012–3020

    Article  CAS  Google Scholar 

  • Tonn B, English M, Travis C (2000) A framework for understanding and improving environmental decision making. J Environ Plan Manag 43(2):163–183

    Article  Google Scholar 

  • Turner RK, Georgiou S, Brouwer R, Batemen IJ, Langford IJ (2003) Towards an integrated environmental assessment for wetland and catchment management. Geogr J 169(2):99–116

    Article  Google Scholar 

  • Turner RK, Morse-Jones S, Fisher B (2010) Ecosystem valuation: a sequential decision support system and quality assessment issues. Ann N Y Acad Sci 1185(1):79–101

    Article  Google Scholar 

  • UNEP (2006) In the front line: shoreline protection and other ecosystem services from mangroves and coral reefs. UNEP-WCMC, Cambridge, p 33

  • UNEP (2007) Global environment outlook GEO4. Nairobi & Valletta, p 540

  • Wheaton J, Jaap WC, Porter JW, Kosminyn V, Hackett K, Lybolt M, Callahan MK, Kidney J, Kupfner S, Tsokos C, Yanev G (2001) EPA/FKNMS coral reef monitoring project executive summary 2001. FKNMS symposium: an ecosystem report card. Washington

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Acknowledgments

This is a contribution to the U.S. Environmental Protection Agency Office of Research and Development’s Ecosystem Services Research Program. The U.S. Environmental Protection Agency through its Office of Research and Development collaborated in the research described here. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the Agency. We thank the Florida Keys National Marine Sanctuary and workshop participants for sharing their expertise and for their generous input of information, time and effort, Ashley Weatherall for technical assistance, and Susan Yee and Brian Dyson for greatly improving the quality of the paper.

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Correspondence to Amanda P. Rehr.

Appendix: Blank Elicitation Form for Florida Keys Workshop

Appendix: Blank Elicitation Form for Florida Keys Workshop

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Rehr, A.P., Small, M.J., Bradley, P. et al. A Decision Support Framework for Science-Based, Multi-Stakeholder Deliberation: A Coral Reef Example. Environmental Management 50, 1204–1218 (2012). https://doi.org/10.1007/s00267-012-9941-3

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