Abstract
A major gap exists in integrating climate projections and social–ecological vulnerability analyses at scales that matter, which has affected local-scale adaptation planning and actions to date. We address this gap by providing a novel methodology that integrates information on: (i) the expected future climate, including climate-related extreme events, at the village level; (ii) an ecological assessment of the impacts of these climate forecasts on coral reefs; and (iii) the social adaptive capacity of the artisanal fishers, to create an integrated vulnerability assessment on coastal communities in five villages in Papua New Guinea. We show that, despite relatively proximate geographies, there are substantial differences in both the predicted extreme rainfall and temperature events and the social adaptive capacity among the five fishing-dependent communities, meaning that they have likely different vulnerabilities to future climate change. Our methodology shows that it is possible to capture social information and integrate this with climate and ecological modeling in ways that are best suited to address the impacts of climate-mediated environmental changes currently underway across different scales.
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References
Adger WN (2006) Vulnerability. Glob Environ Chang 16:268–281. doi:10.1016/j.gloenvcha.2006.02.006
Alexander LV, Zhang X, Peterson TC et al (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res Atmos 111:1984–2012. doi:10.1029/2005JD006290
Allen KM (2006) Community based disaster preparedness and climate adaptation: local capacity building in the Philippines. Disasters 30:81–101. doi:10.1111/j.1467-9523.2006.00308.x
Allison EH, Perry AL, Badjeck MC et al (2009) Vulnerability of national economies to the impacts of climate change on fisheries. Fish Fish 10:173–196. doi:10.1111/j.1467-2979.2008.00310.x
Bak RP, Nieuwland G, Meesters EH (2005) Coral reef crisis in deep and shallow reefs: 30 years of constancy and change in reefs of Curacao and Bonaire. Coral Reefs 24:475–479. doi:10.1007/s00338-005-0009-1
Barnett DN, Brown SJ, Murphy JM, Sexton DM, Webb MJ (2006) Quantifying uncertainty in changes in extreme event frequency in response to doubled CO2 using a large ensemble of GCM simulations. Clim Dyn 26:489–511.doi:10.1007/s00382-005-0097-1
Bell JD, Ganachaud A, Gehrke PC et al (2013) Mixed responses of tropical fisheries and aquaculture to climate change. Nat Clim Change 3:591–599. doi:10.1038/nclimate1838
Bodin Ö, Crona BI (2008) Management of natural resources at the community level: exploring the role of social capital and leadership in a rural fishing community. World Dev 36:2763–2779. doi:10.1016/j.worlddev.2007.12.002
Brunckhorst D, Reeve I, Morley P et al (2011) Hunter & central coasts New South Wales—vulnerability to climate change impacts. Report to the Department of Climate Change and Energy Efficiency, Australia
Carrier G (1982) Fishing practices on Ponam Island (Manus Province, Papua New Guinea). Anthropos 77:904–915
Carrier JG, Carrier AH (1983) Profitless property: marine ownership and access to wealth on Ponam Island, Manus Province. Ethnology 22:133–151
Christensen JH, Hewitson B, Busuioc A et al (2007) Regional climate projections. In: Qin SSD, Chen MZ, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis contribution of working group i to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
Church JA, White NJ, Hunter JR (2006) Sea-level rise at tropical Pacific and Indian Ocean islands. Global Planet Change 53:155–168. doi:10.1016/j.gloplacha.2006.04.001
Cinner J (2005) Socioeconomic factors influencing customary marine tenure in the Indo-Pacific. Ecol Soc 10:36
Cinner JE, McClanahan TR (2006) Socioeconomic factors that lead to overfishing in small-scale coral reef fisheries of Papua New Guinea. Environ Conserv 33:73–80. doi:10.1017/S0376892906002748
Cinner J, Marnane M, Clark T et al (2005) Trade, tenure, and tradition: influence of sociocultural factors on resource use in Melanesia. Conserv Biol 19:1469–1477. doi:10.1111/j.1523-1739.2005.004307.x
Cinner JE, McClanahan TR, Graham NAJ et al (2012) Vulnerability of coastal communities to key impacts of climate change on coral reef fisheries. Global Environ Chang 22:12–20. doi:10.1016/j.gloenvcha.2011.09.018
Cinner JE, Huchery C, Darling ES et al (2013) Evaluating social and ecological vulnerability of coral reef fisheries to climate change. PLoS One 8:e74321. doi:10.1371/journal.pone.0074321
Clark GE, Moser SC, Ratick SJ et al (1998) Assessing the vulnerability of coastal communities to extreme storms: the case of revere, MA, USA. Mitig Adapt Strat Glob Change 3:59–82. doi:10.1023/A:1009609710795
Dolan AH, Walker IJ (2006) Understanding vulnerability of coastal communities to climate change related risks. J Coastal Res 39:316–1323
FAO (2000) The state of food and agriculture. FAO Agriculture Series Version: 32
Foale S (2006) Is coral reef conservation possible without science education in Melanesia? Is science education possible without development? Research School of Pacific and Asian Studies, Canberra. The Australian National University. Accessed 30 April 2008
Folke C, Hahn T, Olsson P et al (2005) Adaptive governance of social-ecological systems. Annu Rev Environ Resour 30:441–473. doi:10.1146/annurev.energy.30.050504.144511
Grimm NB, Staudinger MD, Staudt A et al (2013) Climate-change impacts on ecological systems: introduction to a US assessment. Front Ecol Environ 11:456–464. doi:10.1890/120310
IPCC (2007) Climate change 2007: the physical basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Contribution of working group I to the 4th assessment report of the intergovernmental panel on climate change (IPCC), p 996
Kithiia J (2010) Old notion–new relevance: setting the stage for the use of social capital resource in adapting East African coastal cities to climate change. Int J Urban Sustain Dev 1:17–32. doi:10.1080/19463131003607630
Kithiia J (2011) Climate change risk responses in East African cities: need, barriers and opportunities. Curr Opin Env Sust 3:176–180. doi:10.1016/j.cosust.2010.12.002
Kliver M (2008) BBC news: mangrove loss “Put Burma at risk” Available, at http://news.bbc.co.uk/2/hi/science/nature/7385315.stm Accessed on 20 June 2008
Kronen M, Vunisea A, Magron F et al (2010) Socio-economic drivers and indicators for artisanal coastal fisheries in Pacific island countries and territories and their use for fisheries management strategies. Mar Policy 34:1135–1143. doi:10.1016/j.marpol.2010.03.013
Maina J, McClanahan TR, Venus V et al (2011) Global gradients of coral exposure to environmental stresses and implications for local management. PLoS One 6:e23064. doi:10.1371/journal.pone.0023064
Maina J, de Moel H, Zinke J, Madin J, McClanahan T, Vermaat JE (2013) Human deforestation outweighs future climate change impacts of sedimentation on coral reefs. Nat Communications 4:1986. doi:10.1038/ncomms2986
Mamauag SS, Aliño PM, Martinez RJS et al (2013) A framework for vulnerability assessment of coastal fisheries ecosystems to climate change—tool for understanding resilience of fisheries (VA–TURF). Fish Res 147:381–393. doi:10.1371/journal.pone.0023064
McClanahan TR, Cinner JE, Maina J et al (2008) Conservation action in a changing climate. Conserv Lett 1:53–59. doi:10.1111/j.1755-263X.2008.00008_1.x
McIlgorm A, Hanna S, Knapp G et al (2010) How will climate change alter fishery governance? Insights from seven international case studies. Mar Policy 34:170–177. doi:10.1111/j.1755-263X.2008.00008_1.x
Mora C, Frazier AG, Longman RJ et al (2013) The projected timing of climate departure from recent variability. Nature 502:183–187. doi:10.1038/nature12540
Moss RH, Edmonds JA, Hibbard KA et al (2010) The next generation of scenarios for climate change research and assessment. Nature 463:747–756. doi:10.1038/nature08823
Munday PL, Jones GP, Pratchett MS et al (2008) Climate change and the future for coral reef fishes. Fish Fish 9:261–285. doi:10.1111/j.1467-2979.2008.00281.x
Nelson DR, Adger WN, Brown K (2007) Adaptation to environmental change: contributions of a resilience framework. Annu Rev Env Resour 32:395. doi:10.1146/annurev.energy.32.051807.090348
O’Brien K, Sygna L, Haugen JE (2004) Vulnerable or resilient? A multi-scale assessment of climate impacts and vulnerability in Norway. Clim Change 64:193–225. doi:10.1023/B:CLIM.0000024668.70143.80
Rands MR, Adams WM, Bennun L et al (2010) Biodiversity conservation: challenges beyond 2010. Science 3:1298–1303. doi:10.1126/science.1189138
Rauwolf P, Balke T, De Vos M (2013) Modelling normative awareness: first considerations, conference proceedings, AISB 2013, April 3rd–5th 2013. Exeter, UK
Sillmann J, Kharin VV, Zhang X et al (2013a) Climate extremes indices in the CMIP5 multimodel ensemble: part 1 Model evaluation in the present climate. J Geophys Res Atmos 118:1716–1733. doi:10.1002/jgrd.50203
Sillmann J, Kharin VV, Zwiers FW et al (2013b) Climate extremes indices in the CMIP5 multimodel ensemble: part 2 Future climate projections. J Geophys Res Atmos 118:2473–2493. doi:10.1002/jgrd.50188
Stocker TF, Qin D, Plattner GK et al (2013) Climate change 2013: the physical science basis. Intergovernmental panel on climate change, working group I contribution to the IPCC fifth assessment report (AR5) Cambridge University Press, New York
Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Bull Am Meteorol Soc 93:485–498
Turner BL II, Kasperson RE, Matson PA et al (2003) A frame work for vulnerability analysis in sustainability science. Proc Natl Acad Sci 100:8074–8079. doi:10.1073/pnas.1231335100
Watson JE, Iwamura T, Butt N (2013) Mapping vulnerability and conservation adaptation strategies under climate change. Nat Clim Change 3:989–994. doi:10.1038/nclimate2007
Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353. doi:10.1016/S0019-9958(65)90241-X
Zhang XL, Alexander G, Hegerl C et al (2011) Indices for monitoring changes in extremes based on daily temperature and precipitation data. Wiley Interdiscip Rev: Clim Change 2:851–870. doi:10.1002/wcc.147
Acknowledgments
We thank AUSAID and John D. and Catherine T. MacArthur and Tiffany Foundation for supporting this work through WCS. Ross Sinclair, the former director of the WCS PNG program, recognized the need for this type of science, and we also thank the WCS-PNG field assistant’s for their help with the social surveys.
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Editor: Helmut Haberl.
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Maina, J., Kithiia, J., Cinner, J. et al. Integrating social–ecological vulnerability assessments with climate forecasts to improve local climate adaptation planning for coral reef fisheries in Papua New Guinea. Reg Environ Change 16, 881–891 (2016). https://doi.org/10.1007/s10113-015-0807-0
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DOI: https://doi.org/10.1007/s10113-015-0807-0