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A Global Map of Costal Recreation Values: results from a spatially explicit meta-analysis

Author

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  • Andrea Ghermandi

    (Department of Economics, University Of Venice C� Foscari)

  • Paulo A.L.D. Nunes

    (Marine Economics Research Programme, The Mediterranean Science Commission � CIESM, Principaut� de Monaco; Department of Agriculture and Natural Resources Economics � TESAF, University of Padova, Italy)

Abstract

The welfare dimension of the recreational services provided by global coastal ecosystems is examined through a meta-analytical regression based valuation approach. First, we construct a global, state-of-the-art database of stated and revealed preference estimates on coastal recreation, which includes also the grey literature and with the latest entry updated to February 2010. Second, the profile of each of the 253 observations of our dataset, which correspond to individual value estimates, was further enriched with characteristics of the built coastal environment (site accessibility, anthropogenic pressure, level of human development), characteristics of the natural coastal environment (presence of protected area, type of ecosystem, and marine biodiversity richness), geo-climatic factors (temperature and precipitation), as well as sociopolitical characteristics, such as the political stability index. In this context, the proposed meta-analytical valuation exercise explores the spatially explicit dimension of the values building upon Geographic Information System (GIS) tools. GIS are relied upon for the spatial characterization of the valued ecosystems, the determination of the role of spatially explicit variables in the meta-analytical value transfer model, as well as for the value transfer exercise. The GIS characterization reveals to be extremely significant in explaining the spatial diversity of the estimates values and underlying explanatory factors. The resulting integrated valuation framework constitutes a worldwide premi�re and it results in the first global map of the recreational value of coastal ecosystems. We argue that the presented global map may play an important role in studying the prioritization for the conservation of coastal areas from a social perspective.

Suggested Citation

  • Andrea Ghermandi & Paulo A.L.D. Nunes, 2011. "A Global Map of Costal Recreation Values: results from a spatially explicit meta-analysis," Working Papers 2011_08, Department of Economics, University of Venice "Ca' Foscari".
  • Handle: RePEc:ven:wpaper:2011_08
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    1. Ryan Stapler & Robert Johnston, 2009. "Meta-Analysis, Benefit Transfer, and Methodological Covariates: Implications for Transfer Error," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(2), pages 227-246, February.
    2. Emmanuel Flachaire & Guillaume Hollard, 2006. "Controlling Starting-Point Bias in Double-Bounded Contingent Valuation Surveys," Land Economics, University of Wisconsin Press, vol. 82(1), pages 103-111.
    3. Prayaga, Prabha & Rolfe, John & Stoeckl, Natalie, 2009. "The value of recreational fishing along the Capricorn Coast: A pooled revealed preference and contingent behaviour model," 2009 Conference (53rd), February 11-13, 2009, Cairns, Australia 48059, Australian Agricultural and Resource Economics Society.
    4. Randall S. Rosenberger & Robert J. Johnston, 2009. "Selection Effects in Meta-Analysis and Benefit Transfer: Avoiding Unintended Consequences," Land Economics, University of Wisconsin Press, vol. 85(3), pages 410-428.
    5. Maddison, David & Rehdanz, Katrin, 2011. "The impact of climate on life satisfaction," Ecological Economics, Elsevier, vol. 70(12), pages 2437-2445.
    6. Troy, Austin & Wilson, Matthew A., 2006. "Mapping ecosystem services: Practical challenges and opportunities in linking GIS and value transfer," Ecological Economics, Elsevier, vol. 60(2), pages 435-449, December.
    7. Luke Brander & Raymond Florax & Jan Vermaat, 2006. "The Empirics of Wetland Valuation: A Comprehensive Summary and a Meta-Analysis of the Literature," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(2), pages 223-250, February.
    8. Udomsak Seenprachawong, 2003. "Economic valuation of coral reefs at Phi Phi Islands, Thailand," International Journal of Global Environmental Issues, Inderscience Enterprises Ltd, vol. 3(1), pages 104-114.
    9. Luke Brander & Ingo Bräuer & Holger Gerdes & Andrea Ghermandi & Onno Kuik & Anil Markandya & Ståle Navrud & Paulo Nunes & Marije Schaafsma & Hans Vos & Alfred Wagtendonk, 2012. "Using Meta-Analysis and GIS for Value Transfer and Scaling Up: Valuing Climate Change Induced Losses of European Wetlands," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(3), pages 395-413, July.
    10. Ian J. Bateman & Andrew P. Jones, 2003. "Contrasting Conventional with Multi-Level Modeling Approaches to Meta-Analysis: Expectation Consistency in U.K. Woodland Recreation Values," Land Economics, University of Wisconsin Press, vol. 79(2), pages 235-258.
    11. Rosenberger, Randall S. & Stanley, Tom D., 2006. "Measurement, generalization, and publication: Sources of error in benefit transfers and their management," Ecological Economics, Elsevier, vol. 60(2), pages 372-378, December.
    12. Kragt, Marit Ellen & Roebeling, Peter C. & Ruijs, Arjan, 2006. "Effects of Great Barrier Reef Degradation on Recreational Demand: A Contingent Behaviour Approach," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25753, International Association of Agricultural Economists.
    13. Liu, Shuang & Stern, David I., 2008. "A Meta-Analysis of Contingent Valuation Studies in Coastal and Near-Shore Marine Ecosystems," MPRA Paper 11608, University Library of Munich, Germany.
    14. KyeongAe Choe & Dale Whittington & Donald T. Lauria, 1996. "The Economic Benefits of Surface Water Quality Improvements in Developing Countries: A Case Study of Davao, Philippines," Land Economics, University of Wisconsin Press, vol. 72(4), pages 519-537.
    15. Saengsupavanich, Cherdvong & Seenprachawong, Udomsak & Gallardo, Wenresti G. & Shivakoti, Ganesh P., 2008. "Port-induced erosion prediction and valuation of a local recreational beach," Ecological Economics, Elsevier, vol. 67(1), pages 93-103, August.
    16. Brouwer, Roy & Bateman, Ian J., 2005. "Benefits transfer of willingness to pay estimates and functions for health-risk reductions: a cross-country study," Journal of Health Economics, Elsevier, vol. 24(3), pages 591-611, May.
    17. Hyndman, Rob J. & Koehler, Anne B., 2006. "Another look at measures of forecast accuracy," International Journal of Forecasting, Elsevier, vol. 22(4), pages 679-688.
    18. Edwards, Peter E.T., 2009. "Sustainable financing for ocean and coastal management in Jamaica: The potential for revenues from tourist user fees," Marine Policy, Elsevier, vol. 33(2), pages 376-385, March.
    19. Paulo Nunes & Jeroen van den Bergh, 2004. "Can People Value Protection against Invasive Marine Species? Evidence from a Joint TC–CV Survey in the Netherlands," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 28(4), pages 517-532, August.
    20. Brander, Luke M. & Van Beukering, Pieter & Cesar, Herman S.J., 2007. "The recreational value of coral reefs: A meta-analysis," Ecological Economics, Elsevier, vol. 63(1), pages 209-218, June.
    21. Lindhjem, Henrik & Navrud, Ståle, 2008. "How reliable are meta-analyses for international benefit transfers?," Ecological Economics, Elsevier, vol. 66(2-3), pages 425-435, June.
    22. Lipton, Douglas W., 2003. "The Value Of Improved Water Quality To Chesapeake Bay Boaters," Working Papers 28603, University of Maryland, Department of Agricultural and Resource Economics.
    23. Hoehn, John P., 2006. "Methods to address selection effects in the meta regression and transfer of ecosystem values," Ecological Economics, Elsevier, vol. 60(2), pages 389-398, December.
    24. Johnston, Robert J. & Besedin, Elena Y. & Ranson, Matthew H., 2006. "Characterizing the effects of valuation methodology in function-based benefits transfer," Ecological Economics, Elsevier, vol. 60(2), pages 407-419, December.
    25. Blackwell, Boyd, 2007. "The Value of a Recreational Beach Visit: An Application to Mooloolaba Beach and Comparisons with other Outdoor Recreation Sites," Economic Analysis and Policy, Elsevier, vol. 37(1), pages 77-98, March.
    26. Hausman, Jerry A. & Leonard, Gregory K. & McFadden, Daniel, 1995. "A utility-consistent, combined discrete choice and count data model Assessing recreational use losses due to natural resource damage," Journal of Public Economics, Elsevier, vol. 56(1), pages 1-30, January.
    27. Nijkamp, Peter & Vindigni, Gabriella & Nunes, Paulo A.L.D., 2008. "Economic valuation of biodiversity: A comparative study," Ecological Economics, Elsevier, vol. 67(2), pages 217-231, September.
    28. Chen, Weiqi & Hong, Huasheng & Liu, Yan & Zhang, Luoping & Hou, Xiaofeng & Raymond, Mark, 2004. "Recreation demand and economic value: An application of travel cost method for Xiamen Island," China Economic Review, Elsevier, vol. 15(4), pages 398-406.
    29. Costanza, Robert & Farber, Stephen C. & Maxwell, Judith, 1989. "Valuation and management of wetland ecosystems," Ecological Economics, Elsevier, vol. 1(4), pages 335-361, December.
    30. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    31. Whitehead, John C. & Haab, Timothy C. & Huang, Ju-Chin, 2000. "Measuring recreation benefits of quality improvements with revealed and stated behavior data," Resource and Energy Economics, Elsevier, vol. 22(4), pages 339-354, October.
    32. Bergstrom, John C. & Dorfman, Jeffrey H. & Loomis, John B., 2003. "Estuary Management And Recreational Fishing Benefits," Faculty Series 16694, University of Georgia, Department of Agricultural and Applied Economics.
    33. Woodward, Richard T. & Wui, Yong-Suhk, 2001. "The economic value of wetland services: a meta-analysis," Ecological Economics, Elsevier, vol. 37(2), pages 257-270, May.
    34. John Curtis, 2003. "Demand for Water-based Leisure Activity," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 46(1), pages 65-77.
    35. Fleming, Christopher M. & Cook, Averil, 2007. "The recreational value of Lake McKenzie: An application of the travel cost method," 2007 Conference (51st), February 13-16, 2007, Queenstown, New Zealand 10382, Australian Agricultural and Resource Economics Society.
    36. Reid-Grant, Kimesha & Bhat, Mahadev G., 2009. "Financing marine protected areas in Jamaica: An exploratory study," Marine Policy, Elsevier, vol. 33(1), pages 128-136, January.
    37. Rebecca P. Judge & Laura Osborne & Smith, Kerry, 1995. "Valuing Beach Re-nourishment: Is it Preservation?," Working Papers 95-41, Duke University, Department of Economics.
    38. Nick Hanley & David Bell & Begona Alvarez-Farizo, 2003. "Valuing the Benefits of Coastal Water Quality Improvements Using Contingent and Real Behaviour," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 24(3), pages 273-285, March.
    39. Ian Bateman & Andrew Lovett & Julii Brainard, 1999. "Developing a Methodology for Benefit Transfers Using Geographical Information Systems: Modelling Demand for Woodland Recreation," Regional Studies, Taylor & Francis Journals, vol. 33(3), pages 191-205.
    40. Moeltner, Klaus & Boyle, Kevin J. & Paterson, Robert W., 2007. "Meta-analysis and benefit transfer for resource valuation-addressing classical challenges with Bayesian modeling," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 250-269, March.
    41. Huang, Ju-Chin & Haab, Timothy C. & Whitehead, John C., 1997. "Willingness to Pay for Quality Improvements: Should Revealed and Stated Preference Data Be Combined?," Journal of Environmental Economics and Management, Elsevier, vol. 34(3), pages 240-255, November.
    42. I.J. Bateman & A.P. Jones & A.A. Lovett & I.R. Lake & B.H. Day, 2002. "Applying Geographical Information Systems (GIS) to Environmental and Resource Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 219-269, June.
    43. Park, Timothy A. & Bowker, James Michael & Leeworthy, Vernon R., 2000. "Valuing Snorkeling Visits To The Florida Keys With Stated And Revealed Preference Models," Faculty Series 16713, University of Georgia, Department of Agricultural and Applied Economics.
    44. Eggert, Håkan & Olsson, Björn, 2004. "Heterogeneous preferences for marine amenities: A choice experiment applied to water quality," Working Papers in Economics 126, University of Gothenburg, Department of Economics.
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    More about this item

    Keywords

    Built coastal environment; Natural coastal environment; Ecosystem service valuation; Geographic Information Systems; Mapping ecosystem values; Marine biodiversity; Scaling up; Spatial analysis; Spatial economic valuation; Value transfer;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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