Abstract
The incentive to overexploit a fishery resource is thought to exist if the resource owner’s discount rate is sufficiently higher than the biological productivity of the targeted fish stock. Coral reef fisheries are extensively overexploited worldwide, but the discount rates of reef fishers are largely unknown, and there is little information about how discount rates relate to the exploitation status of fisheries. We address these two research gaps for 48 small-scale reef fisheries around the world. We use a life history based method to derive fishery level intrinsic growth rates, and then apply fisheries economics theory to investigate the compatibility of 2 different discount rates (official and private) with the exploitation status of reef fisheries. We find that official discount rates that are normally used for policy making appear to be too low to fully reflect the short term outlook of reef fishers. Instead, our inferred annual average private discount rate of 107 % for fishers may better reflect the general overexploited state of reef fisheries. Our results indicate that in order to improve the chances of success, fisheries policies, which affect local fishers, may need to be evaluated using private discount rates rather than the currently used official discount rates.
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Notes
This implies that: (a) if price is less than cost per unit effort, the stock will not be depleted even if discount rates are greater than intrinsic growth rates; and (b) if the discount rate equals intrinsic growth rate, the stock will be depleted if prices is greater than cost of fishing.
References
Ainsworth C, Pitcher T, Rotinsulu C (2008) Evidence of fisher depletions and shifting cognitive baselines in Eastern Indonesia. Biol conserv 141:848–859
Akpalu W (2008) Fishing regulations, individual discount rate, and fisherman behaviour in a developing country fishery. Environ Dev Econ 13:591–606
Amar E, Cheong R, Cheong M (1996) Small-scale fisheries of coral reefs and the need for community-based resource management in Malalison Island, Philippines. Fish Res 25:265–277
Anandappa S, Simon D (2008) Poverty, livelihoods and reef fishing practices at Hikkaduwa, Sri Lanka CEDAR Research Paper No.45. Department of Geography University of London, Egham, Surrey
Asche F (2001) Fishermen’s discount rates in ITQ systems. Environ Resour Econ 19:403–410
Awira R, Friedman K, Sauni S et al. (2008) Kiribati country report: profiles and results from survey work at Abaiang, Abemama, Kuria and Kirimati: (May-November 2004). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Barbosa M, Booth S (2009) Timor-Leste’s fisheries catches (1950–2009): fisheries under different regimes. In: Zeller D, Harper S (eds) Fisheries catch reconstructions: Islands, Part 1. University of British Columbia Fisheries Centre, Vancouver, pp 39–50
Bell J, Ratner B, Stobutzki I et al (2006) Addressing the coral reef crisis in developing countries. Ocean Coast Manag 49:976–985
Belli P, Anderson J, Barnum H et al (1998) World Bank Handbook on economic analysis of investment operations 1998. World Bank, Washington
Béné C, Macfadyen G, Allison E (2007) Increasing the contribution of small-scale fisheries to poverty alleviation and food security FAO Fisheries Technical Paper 481. FAO, Rome
Biais G, Taquet M (1992) La peche locale aux abords de La Reunion. Reperes Ocean No. 2-199. Institut francais de recherche pour l’exploitation de la mer (IFREMER), Centre de Brest
Biusing RE (2001) Assessment of coastal fisheries in the Malaysian Sabah portion of the Sulu-Sulawesi Marine Ecoregion (SSME). WWF Malaysia, Sabah
Boulon R, Clavijo I (1986) Utilization of the Virgin Islands Biosphere Reserve by artisanal fishermen. Biosphere Reserve Research Report No. 11. US National Park Service/VIRMC, St. Thomas USVI
Branch TA, Jensen OP, Ricard D, Ye Y, Hilborn R (2011) Contrasting global trends in marine fishery status obtained from catches and stock assessments. Conserv Biol 25:777–786
Brewer TD, Cinner JE, Fisher R et al (2012) Market access, population density, and socioeconomic development explain diversity and functional group biomass of coral reef fish assemblages. Glob Environ Change. doi:10.1016/j.gloenvcha.2012.01.006
Bustamante G, Chiappone M, Kelly J et al (2000) Fish and fisheries in Guantanamo Bay, Cuba: recommendations for their protection. Proc Gulf Caribb Fish Inst 51:242–257
Butler J, Burnett-Herkes J, Barnes J et al (1993) The Bermuda fisheries: a tragedy of the commons averted? Environment 35(6–15):25–33
C3 Madagascar and Indian Ocean Islands Programme (2010) Socio-economic assessment and identification of potential sites for community-based coral reef management in the Comoros. A report submitted to the NOAA coral reef conservation program
Campos W, Del-Norte Campos A (1994) Yield estimates, catch, effort and fishery potential of the reef flat in Cape Bolinao, Philippines. J Appl Ichthyol 10:82–95
Casse T, Neilsen U, Ranaivoson S et al (2005) Farmer strategies and forest conservation: a case study from south-western Madagascar. Int J Soc Econ 32:704–716
Caesar E, Oxenford H (2005) Testing a collapsible trap design in the deep demersal trap fishery of Tobago, Eastern Caribbean. Proc Gulf Caribb Fish Inst 56:117–132
Cheung W, Watson R, Morato T et al (2007) Intrinsic vulnerability in the global fish catch. Mar Ecol Prog Ser 333:1–12
Clark C (1973) The economics of overexploitation. Science 181:630–634
Clark C (1990) Mathematical bioeconomics: the optimal management of renewable resources. Wiley, New York
Clua E, Beliaeff B, Chauvet C et al (2005) Towards multidisciplinary indicator dashboards for coral reef fisheries management. Aquat Living Resour 18:199–213
Craig P, Green A, Tuilagi F (2008) Subsistence harvest of coral reef resources in the outer islands of American Samoa: modern, historic and prehistoric catches. Fish Res 89:230–240
Cushion N, Sullivan Sealey K (2007) Landings, effort and socio-economics of a small-scale commercial fishery in the Bahamas. Proc Gulf Caribb Fish Inst 60:162–166
Dalzell P (1996) Catch rates, selectivity and yields of reef fishing. In: Polunin N, Roberts C (eds) Reef fisheries. Chapman & Hall, London, pp 161–192
Dalzell P, Adams T, Polunin N (1996) Coastal fisheries in the Pacific islands. Oceanogr Mar Biol 34:395–531
Davies T, Beajara N, Tregenza T (2009) A socio-economic perspective on gear-based management in an artisanal fishery in southwest Madagascar. Fish Manag Ecol 16:279–289
FAO (2009) National Fishery Sector Overview Timor Leste Fishery and Aquaculture Country Profile. Available via ftp://ftp.fao.org/FI/DOCUMENT/fcp/en/FI_CP_TL.pdf. Cited 8 August 2011
Friedman K, Pakoa K, Kronen M et al. (2008) Vanuatu country report: profile and results from survey work at Paunangisu village, Moso Island, Uri and Uripiv islands and the Maskelyne Archipelago (July to December 2003). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Friedman K, Kronen M, Pinca S et al. (2009a) Palau country report: profiles and results from survey work at Ngarchelong, Ngatpang, Airai and Koror (April to June 2007). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Friedman K, Pinca S, Kronen M et al. (2009b) Tonga country report: profiles and results from survey work at Ha’atafu, Manuka, Koulo and Lofanga (November and December 2001; March–June 2002; April–June, September and October 2008). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Friedman K, Kronen M, Vunisea A et al. (2010) Fiji Islands country report: profiles and results from survey work at Dromuna, Muaivuso, Mali and Lakeba (September–November 2002, April–June 2003, June and July 2007, and February 2009). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish) / Secretariat of the Pacific Community, Noumea
Froese R, Pauly D (2011) FishBase. www.fishbase.org. Cited 6 September 2011
Garrison V, Rogers C, Beets J et al (2004) The habitats exploited and the species trapped in a Caribbean island trap fishery. Environ Biol Fish 71:247–260
Gobert B (2000) Comparative assessment of multispecies reef fish resources in the Lesser Antilles. Fish Res 44:247–260
Hardman E, Blais F, Desire M et al (2008) Annual report on the status of the artisanal seine net fishery of Rodrigues 2007. Shoals Rodrigues, Point Monier, Rodrigues
Horsford I (2004) Status and trends in the fisheries sector of Antigua-Barbuda. Ministry of Agriculture, Lands, Marine Resources and Agro-Industries. Available via http://www.fisheries.gov.ag/information/publications/index.htm. Cited 29 June 2011
Houk P, Rhodes K, Mcilwain J et al (2010) Comparative assessment of commercial coral reef fisheries across Micronesia: the need for improved management. A report for the Nature Conservancy, The Nature Conservancy Micronesia Program
Jeffrey C (2000) Annual, coastal and seasonal variation in Grenadian demersal fisheries (1986–1993) and implications for management. Bull Mar Sci 66:305–319
Jennings S, Polunin N (1995) Comparative size and composition of yield from six Fijian reef fisheries. J Fish Biol 46:28–46
Jennings S, Polunin N (1996) Impacts of fishing on tropical reef ecosystems. Ambio 25:44–49
Jimenez A, Sadovy Y (1997) The effect of fish trap mesh size on species composition and catch value in western Puerto Rico. Proc Gulf Caribb Fish Inst 44:5–30
Johannes R (1978) Traditional marine conservation methods in Oceania and their demise. Annu Rev Ecol Syst 9:349–364
Johnson A (2010) Reducing bycatch in coral reef trap fisheries: escape gaps as a step towards sustainability. Mar Ecol Prog Ser 415:201–209
Keegan W (1986) The ecology of Lucayan Arawak fishing practices. Am Antiq 51:816–825
Kronen M, Magron F, McArdle B et al (2010) Reef finfishing pressure risk model for Pacific Island countries and territories. Fish Res 101:1–10
Kronen M, Boblin P, Friedman K et al (2009a) New Caledonia country report: Profile and results from survey work at Ouassé, Thio, Luengoni, Oundjo and Moindou (March, April and November 2003; January, February, April, June, August and November 2004; April and May 2005; January-March 2006; and January and February 2007). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Kronen M, Fisk D, Pinca S et al. (2009b) Niue country report: profile and results from in-country survey work (May to June 2005). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Kronen M, Friedman K, Boblin P et al. (2009c) Federated States of Micronesia country report: profiles and results from survey work at Yyin and Riiken (YAP) and Piis-Panewu and Romanum (Chuuk) (April–May 2006). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Kronen M, Tardy E, Boblin P et al (2009d) Wallis et Futuna–Rapport de Pays : profils et résultats des enquêtes réalisées à Vailala, Halalo, Leava et Vele (août—décembre 2005 et mars 2006). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Kronen M, Friedman K, Pinca S et al (2008) French Polynesia country report: profiles and results from survey work at Fakarava, Maatea, Mataiea, Raivavae and Tikehau (September–October 2003, January–March 2004, April–June 2006). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Laroche J, Ramananarivo N (1995) A preliminary survey of the artisanal fishery on coral reefs of the Tulear region (southwest Madgascar). Coral Reefs 14:193–200
Laroche J, Razanoelisoa J, Fauroux E et al (1997) The reef fisheries surrounding the coastal citites of Madgascar. Fish Manag Ecol 4:285–299
Liese C, Smith MD (2007) Open access in a spatially delineated artisanal fishery: the case of Minahasa, Indonesia. Environ Dev Econ 12:123–143
Luckhurst B, Ward J (1987) Behavioural dynamics of coral reef fishes in Antillian fish traps at Bermuda. Proc Gulf Caribb Fish Inst 38:528–546
Lynch T, Edwards A, Gell F et al (2003) Preliminary report on the status of artisanal large net, basket trap and line fisheries of Rodrigues. Shoals Rodrigues, Pointe Monier, Rodrigues
Mangel M, Brodziak J, DiNardo G (2010) Reproductive ecology and scientific inference of steepness: a fundamental metric of population dynamics and strategic fisheries management. Fish Fish 11:89–104
Mace PM, Doonan IJ (1988) A generalized bioeconomic simulation model. New Zealand Fisheries Assessment Research Document 88/4
Maraj V, Cox S, Oxenford H (2011) The small-scale seine fishery of Barbados: description and current contribution to the fishing industry CERMES Technical Report No. 42. Centre for Resource Management and Environmental Studies. University of the West Indies, Cave Hill
Marshak A, Hill R, Sheridan P et al (2008) In-situ observations of Antillean fish trap contents in southwest Puerto Rico: relating catch to habitat and damage potential. Proc Gulf Caribb Fish Inst 60:447–453
Matos-Caraballo D (2005) Comprehensive census of the marine commercial fishery of Puerto Rico 2002. Proc Gulf Caribb Fish Inst 56:97–110
May D (2004) Reef fishing activity in the Kaledupa stakeholder area. Available via http://www.wallaceatrust.org/Resources/Kaledupa%20papers/REEF%20FISHING%20ACTIVITY%20IN%20THE%20KALEDUPA%20STAKEHOLDER%20AREA.pdf. Cited 29 June 2011
Maypa A, Russ G, Alcala AC et al (2002) Long term trends in yield and catch rates of the coral reef fishery at Apo Island, central Philippines. Mar Freshw Res 53:207–213
McAllister MK, Pikitch EK, Babcock EA (2001) Using demographic methods to construct Bayesian priors for the intrinsic rate of increase in the Schaefer model and implications for stock rebuilding. Can J Fish Aquat Sci 58:1871–1890
McClanahan TR, Hicks C (2011) Changes in life history and ecological characteristics of coral reef fish catch composition with increasing fishery management. Fish Manag Ecol 18:50–60
McClanahan T, Kaunda-Arara B, Omukoto J (2010) Composition and diversity of fish and fish catches in closures and open-access fisheries of Kenya. Fish Manag Ecol 17:63–76
McClanahan T, Cinner J (2008) A framework for adaptive gear and ecosystem-based management in the artisanal coral reef fishery of Papua New Guinea. Aquat Conserv Mar Freshw Ecosyst 18:493–507
McClanahan T, Mangi S (2004) Gear-based management of a tropical artisanal fishery based on species selectivity and capture size. Fish Manag Ecol 11:51–60
McClanahan T, Mangi S (2001) The effect of a closed area and beach seine exclusion on coral reef fish catches. Fish Manag Ecol 8:107–121
McWilliams A (2003) Timorese seascapes. Asia Pac J Anthropol 3:6–32
Minet J, Weber J (1992) Perspectives de developpement du secteur des peches a Mayotte. Convention IFREMER—Prefecture de Mayotte, IFREMER
Mink S (1993) Poverty, population, and the environment. The World Bank, Washington
Murray A, Aiken K (2006) Artisanal fishing in Jamaica today: a study of a large fishing site. Proc Gulf Caribb Fish Inst 57:215–233
Myers R (1993) Guam’s small boat based fisheries. Mar Fish Rev 55:117–128
Newton K, Cote I, Pilling G et al (2007) Current and future sustainability of island coral reef fisheries. Curr Biol 17:655–658
Norse E, Brooke S, Cheung W et al (2011) Sustainability of deep-sea fisheries. Mar Policy 36:307–320
OMB (1992) Guidelines and discount rates for benefit-cost analysis of federal programs OMB Circular A-94. Washington DC
Pandolfi JM, Bradbury RH, Sala E et al (2003) Global trajectories of the long-term decline of coral reef ecosystems. Science 301:955–958
Pauly D, Alder J, Bennett E et al (2003) The future for fisheries. Science 302:1359–1361
Pauly D, Christensen V, Guenette S et al (2002) Towards sustainability in world fisheries. Nature 418:689–695
Pauly D, Silvestre G, Smith IR (1989) On development, fisheries, and dynamite: a brief review of tropical fisheries management. Nat Resour Model 3:307–329
Pet-Soede L, Erdmann M (1998) Blast fishing in southwest Sulawesi, Indonesia. NAGA, the ICLARM Quarterly April–June 1998, pp 4–9
Picou-Gill M, Woodley J, Miller M et al (1991) Catch analysis at Discovery Bay, Jamaica: the status of an artisanal reef fishery. In: Paper presented at the 44th annual meeting of the Gulf and Caribbean Fisheries Institute. Nassau, Bahamas, November 1991
Pinca S, Ribanataake A, Kronen M et al (2009a) Cook Islands country report: profiles and results from survey work at Aitutaki, Palmerston, Mangaia and Rarotonga (February and October 2007). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Pinca S, Tardy E, Ribanataake A (2009b) Marshall Islands country report: profiles and results from survey work at Likiep, Ailuk, Arno and Laura (August and September 2007). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Pinca S, Vunisea A, Lasi F et al (2009c) Solomon Islands country report: profiles and results from survey work at Nggela, Marau, Rarumana and Chubikopi (June–September 2006 and December 2006). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Pistorius P, Taylor F (2009) Declining catch rates of reef fish in Aldabra’s marine protected area. Aquat Conserv 19:S2–S9
Reynolds JD, Dulvy NK, Goodwin NB, Hutchings JA (2005) Biology of extinction risk in marine fishes. Proc R Soc Ser B 272:2337–2344
Rhodes K, Tupper M (2007) A preliminary market-based analysis of the Pohnpei, Micronesia, grouper (Serranidae: Epinephelinae) fishery reveals unsustainable fishing practices. Coral Reefs 26:335–344
Roberts C (1995) Effects of fishing on the ecosystem structure of coral reefs. Conserv Biol 9:988–995
Rose K, Cowan J, Winemiller K et al (2001) Compensatory density dependence in fish populations: importance, controversy, understanding and prognosis. Fish Fish 2:293–327
Sadovy Y (2005) Trouble on the reef: the imperative for managing vulnerable and valuable fisheries. Fish Fish 6:167–185
Sadovy Y, Punt A, Cheung W et al (2007) Stock assessment approach for the Napoleon Fish, Cheilinus Undulatus, in Indonesia. FAO Fisheries Circular No 1023. FAO, Rome
Sale P (1991) The ecology of fishes on coral reefs. Academic Press, San Diego
Sale P (2008) Management of coral reefs: where we have gone wrong and what we can do about it. Mar Pollut Bull 56:805–809
Sanchirico JN, Malvadkar U, Hastings A, Wilen JE (2006) When are no-take zones an economically optimal fishery management strategy? Ecol Appl 16:1643–1649
Sary Z, Munro J, Woodley J (2003) Status report on a Jamaican reef fishery: current value and the costs of non-management. Proc Gulf Caribb Fish Inst 54:98–111
Sattar S (2008) Review of the reef fishery of Maldives. Marine Research Centre, Ministry of Fisheries, Agriculture and Marine Resources, Male
Sauni S, Kronen M, Pinca S et al (2008) Tuvalu country report: profile and reports from in-country survey work (October–November 2004 and March–April 2005) SPC Coastal Fisheries Programme PROCFish/C/CoFish. Secretariat of the Pacific Community, Noumea
Sauni S, Vunisea A, Kronen M et al (2007) Nauru country report: profile and results from in-country survey work (October and November 2005). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Scales H, Balmford A, Manica A (2007) Impacts of the live reef fish trade on populations of coral reef fish off northern Borneo. Proc R Soc B 274:989–994
Selliah N, Oxenford H, Parker C (2001) Selecting biodegradable fasteners and testing the effects of escape panels on catch rates of fish traps. Proc Gulf Caribb Fish Inst 52:634–653
Shiferaw B, Holden S (1998) Resource degradation and adoption of land conservation technologies in the Ethiopian Highlands: a case study in Andit Tid, North Shewa. Agric Econ 18:233–247
Sumaila UR (2012) Seas, Oceans and Fisheries: a challenge for good governance. Round Table Commonw J Int Aff 101:157–166
Sumaila UR (2004) Intergenerational cost benefit analysis and marine ecosystem restoration. Fish Fish 5:329–343
Sumaila UR, Domínguez-Torreiro M (2010) Discount factors and the performance of alternative fisheries management systems. Fish Fish 11:278–287
Sumaila UR, Walters C (2005) Intergenerational discounting: a new intuitive approach. Ecol Econ 52:135–142
Teh LSL (2011) Discount rates, small-scale fisheries, and sustainability. PhD dissertation, University of British Columbia
Teh LSL, Teh LCL, Sumaila UR (2011) Low discounting behaviour among small-scale fishers in Fiji and Sabah, Malaysia. Sustainability 3:897–913
Teh L, Sumaila UR (2007) Malthusian overfishing in Pulau Banggi? Mar Policy 31:451–457
Teh LSL, Zeller D, Cabanban A et al (2007) Seasonality and historic trends in the reef fisheries of Pulau Banggi, Sabah, Malaysia. Coral Reefs 26:251–263
Teh L, Sumaila UR, Cabanban AS (2005) The reef fisheries of Pulau Banggi, Sabah: a preliminary profile and assessment of ecological and socio-economic sustainability. Fish Res 76:359–367
Toller W, Lundvall S (2008) Assessment of the commercial fishery of Saba Bank. Report for the Department of Environment of the Netherlands Antilles. Available via http://www.mina.vomil.an/welcome/islands/downloads/SabaBankFisheriesReport-final_LR.pdf. Cited 29 June 2011
UNDP (2011) Human Development Report 2010. Palgrave Macmillan, New York Available via http://hdr.undp.org/en/reports/global/hdr2010/. Cited 26 July 2011
Unsworth R, Cullen L (2010) Recognising the necessity for Indo-Pacific seagrass conservation. Conserv Lett 3:63–73
Vunisea A, Friedman K, Awira R et al (2008) Samoa country report: profiles and results from survey work at Manono-Uta, Salelavalu, Vailoa and Vaisala (June 2005 and August/September 2005). Pacific Regional Oceanic and Coastal Fisheries Development Programme (PROCFish/C/CoFish)/Secretariat of the Pacific Community, Noumea
Whittingham E, Campbell J, Townsley P (2003) Poverty and Reefs. DFID-IMM-IOC/UNESCO, Paris
Worm B, Hilborn R, Baum J et al (2009) Rebuilding global fisheries. Science 325:578–584
Zeller D, Booth S, Craig P et al (2006) Reconstruction of coral reef fisheries catches in American Samoa, 1950–2002. Coral Reefs 25:144–152
Acknowledgments
The following individuals generously provided data and/or their expert opinion about reef fish catch composition: S. Anandappa, J. Cuetos-Bueno, T. E. Davies, A. Edwards, J. Gumbs and the Anguilla Department of Fisheries and Marine Resources, A. Johnson, C. Poonian, and the Turks & Caicos School of Field Studies. LSLT acknowledges a doctoral scholarship from the Canada Social Science and Humanities Research Council (SSHRC). URS acknowledges the Pew Charitable Trust for funding the Sea Around Us Project, and the Too Big to Ignore project supported by SSHRC. LSLT, LCLT and URS thank the Kingfisher Foundation for funding support.
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Teh, L.S.L., Teh, L.C.L., Sumaila, U.R. et al. Time Discounting and the Overexploitation of Coral Reefs. Environ Resource Econ 61, 91–114 (2015). https://doi.org/10.1007/s10640-013-9674-7
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DOI: https://doi.org/10.1007/s10640-013-9674-7