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2012 | OriginalPaper | Buchkapitel

4. Refining Risk Estimates Using Models

verfasst von : Alison Cameron

Erschienen in: Saving a Million Species

Verlag: Island Press/Center for Resource Economics

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Abstract

In 2004 nineteen scientists from fourteen institutions in seven countries collaborated in the landmark study described in chapter 2 (Thomas et al., 2004a). This chapter provides an overview of results of studies published subsequently and assesses how much, and why, new results differ from those of Thomas et al.

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Vorheriges Kapitel Climate Change, Extinction Risk, and Public Policy

Nächstes Kapitel The Use and Misuse of Species-Area Relationships in Predicting Climate-Driven Extinction

Akçakaya, H. R., S. H. M. Butchart, G. M. Mace, S. N. Stuart, and C. Hilton-Taylor. 2006. “Use and misuse of the IUCN Red List Criteria in projecting climate change impacts on biodiversity.” Global Change Biology 12: 20372043.CrossRef

Anciaes, M., and A. T. Peterson. 2006. “Climate change effects on neotropical manakin diversity based on ecological niche modeling.” Condor 108: 778791.CrossRef

Araújo, M. B., and M. New. 2007. “Ensemble forecasting of species distributions.” Trends in Ecology and Evolution 22 (1): 42-47.CrossRef

Araújo, M. B., M. Cabeza, W. Thuiller, L. Hannah, and P. H. Williams. 2004. “Would climate change drive species out of reserves? An assessment of existing reserve-selection methods.” Global Change Biology 10: 1618-1626.CrossRef

Araújo, M. B., R. G. Pearson, W. Thuiller, and M. Erhard. 2005. “Validation of species-climate impact models under climate change.” Global Change Biology 11: 1504-1513.CrossRef

Araújo, M. B., W Thuiller, and R. G. Pearson. 2006. “Climate warming and the decline of amphibians and reptiles in Europe.” Journal of Biogeography 33: 1712-1728.CrossRef

Ashcroft, M. B., L. A. Chisholm, and K. O. French. 2009. “Climate change at the landscape scale: Predicting fine-grained spatial heterogeneity in warming and potential refugia for vegetation.” Global Change Biology 15: 656-667.CrossRef

Augustin, N. H., M. A. Mugglestone, and S. T. Buckland. 1996. “An autologistic model for the spatial distribution of wildlife.” Journal of Applied Ecology 33: 339-347.CrossRef

Bakkenes, M., J. R. M. Alkemade, F. Ihle, R. Leemansand, and J. B. Latour. 2002. “Assessing effects of forecasted climate change on the diversity and distribution of European higher plants for 2050.” Global Change Biology 8: 390407.CrossRef

Bakkenes, M., B. Eickhout, and R. Alkemade. 2006. “Impacts of different climate stabilisation scenarios on plant species in Europe.” Global Environmental Change—Human and Policy Dimensions 16: 19-28.

Beaumont, L. J., and L. Hughes. 2002. “Potential changes in the distributions of latitudinally restricted Australian butterfly species in response to climate change.” Global Change Biology 8: 954-971.CrossRef

Beaumont, L. J., A. J. Pitman, M. Poulsen, and L. Hughes. 2007. “Where will species go? Incorporating new advances in climate modelling into projections of species distributions.” Global Change Biology 13: 1368-1385.CrossRef

Beaumont, L. J., L. Hughes, and A. J. Pitman. 2008. “Why is the choice of future climate scenarios for species distribution modelling important?” Ecology Letters 11: 1135-1146.

Bomhard, B., D. M. Richardson, J. S. Donaldson, G. O. Hughes, G. F. Midgley, D. C. Raimondo, A. G. Rebelo, M. Rouget, and W. Thuiller. 2005. “Potential impacts of future land use and climate change on the Red List status of the Proteaceae in the Cape Floristic region, South Africa.” Global Change Biology 11: 1452-1468.CrossRef

Broennimann, O., W. Thuiller, G. Hughes, G. F. Midgley, J. R. M. Alkemade, and A. Guisan. 2006. “Do geographic distribution, niche property and life form explain plants’ vulnerability to global change?” Global Change Biology 12: 1079-1093.CrossRef

Costa, G. C., C. Nogueira, R. B. Machado, and G. R. Colli 2010. “Sampling bias and the use of ecological niche modeling in conservation planning: A field evaluation in a biodiversity hotspot.” Biodiversity Conservation 19: 883-899.CrossRef

Dormann, C. F. 2007. “Promising the future? Global change projections of species distributions.” Basic and Applied Ecology 8: 387-397.CrossRef

Dormann, C. F., B. Gruber, M. Winter, and D. Herrmann. 2010. “Evolution of climate niches in European mammals?” Biology Letters 6: 229-232.CrossRef

Elith, J., C. H. Graham, R. P. Anderson, M. Dudik, S. Ferrier, A. Guisan, R. J. Hijmans, et al. 2006. “Novel methods improve prediction of species’ distributions from occurrence data.” Ecography 29: 129-151.CrossRef

Engler, R., C. F. Randin, P. Vittoz, T. Czáka, M. Beniston, N. E. Zimmermann, and A. Guisan. 2009. “Predicting future distributions of mountain plants under climate change: Does dispersal capacity matter?” Ecography 32: 34-45.CrossRef

Erasmus, B. F. N., A. S. van Jaarsveld, S. L. Chown, M. Kshatriya, and K. Wessels. 2002. “Vulnerability of South African animal taxa to climate change.” Global Change Biology 8: 679-693.CrossRef

Fielding, A. H., and P. F. Haworth. 1995. “Testing the generality of bird-habitat models.” Conservation Biology 9: 1466-1481.CrossRef

Fitzpatrick, M. C., A. D. Gove, N. J. Sanders, and R. R. Dunn. 2008. Climate change, plant migration, and range collapse in a global biodiversity hotspot: The Banksia (Proteaceae) of Western Australia. Global Change Biology 14: 1-16.CrossRef

Foden, W., G. Mace, J.-C. Vié, A. Angulo, S. Butchart, L. DeVantier, H. Dublin, A. Gutsche, S. Stuart, and E. Turak. 2008. “Species susceptibility to climate change impacts.” In The 2008 Review of the IUCN Red List of Threatened Species, edited by J.-C. Vié, C. Hilton-Taylor, and S. N. Stuart. Gland, Switzerland: IUCN.

Gomez-Mendoza, L., and L. Arriaga. 2007. “Modeling the effect of climate change on the distribution of oak and pine species of Mexico.” Conservation Biology 21 (6): 1545-1555.CrossRef

Green, R. E., Y. C. Collingham, S. G. Willis, R. D. Gregory, K. W. Smith, and B. Huntley. 2008. “Performance of climate envelope models in retrodicting recent changes in bird population size from observed climatic change.” Biology Letters 4: 599-602.CrossRef

Hampe, A. 2004. “Bioclimate envelope models: What they detect and what they hide.” Global Ecology and Biogeography 13: 469-476.CrossRef

He, F., and S. P. Hubbell. 2011. “Species-area relationships always overestimate extinction rates from habitat loss.” Nature 473: 368-371.CrossRef

Hijmans, R. J., and C. H. Graham. 2006. “The ability of climate envelope models to predict the effect of climate change on species distributions.” Global Change Biology 12: 2272-2281.CrossRef

Huntley, B., R. E. Green, Y. C. Collingham, J. K. Hill, S. G. Willis, P. J. Bartlein, W Cramer, W J. M. Hagemeijer, and C. J. Thomas. 2004. “The performance of models relating species’ geographical distributions to climate is independent of trophic level.” Ecology Letters 7: 417-426.CrossRef

Huntley, B., Y. C. Collingham, S. G. Willis, and R. E. Green. 2008. “Potential impacts of climatic change on European breeding birds.” PLoS ONE 1: e1439.CrossRef

Intergovernmental Panel on Climate Change (IPCC). 1990. Climate Change: The IPCC Scientific Assessment. Edited by J. T. Houghton, G. J. Jenkins, and J. J. Ephraums. New York: Cambridge University Press.

IPCC. 1995. The Science of Climate Change. Contribution of Working Group I to the Second Assessment of the Intergovernmental Panel on Climate Change. Edited by J. T. Houghton, L. G. Meira Filho, B. A. Callender, N. Harris, A. Kattenberg, and K. Maskell. UK: Cambridge University Press.

IPCC. 2001. Climate Change 2001: The Scientific Basis. Edited by J. T. Houghton, Y. Ding, D. J. Griggs, M. Noguer, P. J. van der Linden, and D. Xiaosu. Cambridge, UK: Cambridge University Press.

IPCC. 2007a. Climate Change 2007: Synthesis Report. Core Writing Team, Edited by R. K. Pachauri and A. Reisinger. Geneva, Switzerland: IPCC.

IPCC. 2007b. “Summary for policymakers.” In Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K. B. Averyt, M. Tignor, and H. L. Miller. New York: Cambridge University Press.

International Union for Conservation of Nature (IUCN). 2001. Red List Categories and Criteria, version 3.1. Gland, Switzerland: IUCN Species Survival Commission.

Iverson, L. R., A. Prasad, and M. W. Schwartz. 2005. “Predicting potential changes in suitable habitat and distribution by 2100 for tree species of the eastern United States.” Journal of Agricultural Meteorology 61 (1): 29-37.CrossRef

Jarvis, A., A. Lane, and R. J. Hijmans. 2008. “The effect of climate change on crop wild relatives.” Agriculture Ecosystems & Environment 126: 13-23.CrossRef

Jetz, W., D. S. Wilcove, and A. P. Dobson. 2007. “Projected impacts of climate and land-use change on the global diversity of birds.” PLoS Biology 5: e157.CrossRef

Kearney, M. 2006. “Habitat, environment, and niche: What are we modelling?” OIKOS 115 (1): 186-191.CrossRef

Levinsky, I., F. Skov, J. C. Svenning, and C. Rahbek. 2007. “Potential impacts of climate change on the distributions and diversity patterns of European mammals.” Biodiversity and Conservation 16: 3803-3816.CrossRef

Lewis, O. T. 2006. “Climate change, species-area curves and the extinction crisis.” Philosophical Transactions of the Royal Society 361: 163-171.CrossRef

Loarie, S. R., B. E. Carter, K. Hayhoe, S. McMahon, R. Moe, C. A. Knight, and D. D. Ackerly. 2008. “Climate change and the future of California’s endemic flora” PloS ONE 3 (6): e2502.

Losos, J. B. 2008. “Phylogenetic niche conservatism, phylogenetic signal and the relationship between phylogenetic relatedness and ecological similarity among species.” Ecology Letters 11: 995-1007.CrossRef

Luoto, M., and R. K. Heikkinen. 2008. “Disregarding topographic heterogeneity biases species turnover assessments based on bioclimatic models.” Global Change Biology 14: 483-494.CrossRef

Mace, G. M., N. J. Collar, K. J. Gaston, C. Hilton-Taylor, R. H. Akçakaya, N. Leader-Williams, E. J. Milner-Gulland, and S. Stuart. 2008. “Quantification of extinction risk: IUCN’s system for classifying threatened species.” Conservation Biology 22 (6): 1424-1442.CrossRef

Malcolm, J. R., C. Liu, R. P. Neilson, L. Hansen, and L. Hannah. 2006. “Global warming and extinctions of endemic species from biodiversity hotspots.” Conservation Biology 20 (2): 538-548.CrossRef

Marmion, M., M. Parviainen, M. Luoto, R. K. Heikkinen, and W. Thuiller. 2009. “Evaluation of consensus methods in predictive species distribution modelling.” Diversity and Distributions 15: 59-69.CrossRef

Martinez-Meyer, E., A. T. Peterson, and W. W. Hargrove. 2004. “Ecological niches as stable distributional constraints on mammal species, with implications for Pleistocene extinctions and climate change projections for biodiversity.” Global Ecology and Biogeography 13: 305-314.CrossRef

McClean, C. J., J. C. Lovett, W. Kuper, L. Hannah, J. H. Sommer, W. Barthlott, M. Termansen, G. F. Smith, S. Tokumine, and J. R. D. Taplin. 2005. “African plant diversity and climate change.” Annals of the Missouri Botanical Garden 92 (2): 139-152.

Midgley, G. F., L. Hannah, M. C. Rutherford, and L. W. Powrie. 2002. “Assessing the vulnerability of species richness to anthropogenic climate change in a biodiversity hotspot.” Global Ecology and Biogeography 11: 445-451.CrossRef

Miles, L., A. Grainger, and O. Phillips. 2004. “The impact of global climate change on tropical forest biodiversity in Amazonia.” Global Ecology and Biogeography 13: 553-565.CrossRef

Millennium Ecosystem Assessment. 2005. Ecosystems and Human Well-being: Biodiversity Synthesis. Washington, DC: World Resources Institute.

Morin, X., D. Viner, and I. Chuine. 2008. “Tree species range shifts at a continental scale: New predictive insights from a process-based model.” Journal of Ecology 96 (4): 784-794.CrossRef

Morrison, M. L., I. C. Timoss, and K. A. With. 1987. “Development and testing linear regression models predicting bird-habitat relationships.” Journal of Wildlife Management 51: 247-253.CrossRef

Nogués-Bravo, D., J. Rodríguez, J. Hortal, P. Batra, and M. B. Araújo. 2008. “Climate change, humans, and the extinction of the woolly mammoth.” PLoS Biology 6 (4): e79.CrossRef

Normand, S., J. C. Svenning, and F. Skov. 2007. “National and European perspectives on climate change sensitivity of the habitats directive characteristic plant species” Journal for Nature Conservation 15: 41-53.CrossRef

O’Hanley, J. R. 2009. “Neural ensembles: A neural network based ensemble forecasting program for habitat and bioclimatic suitability analysis.” Ecography 32: 89-93.CrossRef

Pearman, P. B., A. Guisan, O. Broennimann, and C. F. Randin. 2007. “Niche dynamics in space and time.” Trends in Ecology and Evolution 23 (3): 149-158.CrossRef

Pearman, P. B., C. F. Randin, O. Broennimann, P. Vittoz, W. O. van der Knaap, R. Engler, G. L. Lay, N. E. Zimmermann, and A. Guisan. 2008. “Prediction of plant species distributions across six millennia.” Ecology Letters 11: 357369.CrossRef

Pearson, R. G., W. Thuiller, M. B. Araújo, E. Martinez-Meyer, L. Brotons, C. Mc-Clean, L. Miles, P. Segurado, T. P. Dawson, and D. C. Lees. 2006. “Modelbased uncertainty in species range prediction.” Journal of Biogeography 33: 1704-1711.CrossRef

Perry, G. L. W., and N. J. Enright. 2006. “Spatial modelling of vegetation change in dynamic landscapes: A review of methods and applications.” Physical Geography 30 (1): 47-72.CrossRef

Peterson, A. T., and E. Martinez-Meyer. 2007. “Geographic evaluation of conservation status of African forest squirrels (Sciuridae) considering land use change and climate change: The importance of point data.” Biodiversity and Conservation 16: 3939-3950.CrossRef

Peterson, A. T., M. A. Ortega-Huerta, J. Bartley, V Sánchez-Corderos, J. Soberón, R. H. Buddemeier, and D. R. B. Stockwell. 2002. “Future projections for Mexican faunas under global climate change scenarios.” Nature 416: 626629.CrossRef

Peterson, A. T., A. Stewart, K. L. Mohamed, and M. B. Araújo. 2008. “Shifting global invasive potential of European plants with climate change.” PLoS ONE 3 (6): e2441.CrossRef

Phillips, S. J., P. Williams, G. Midgley, and A. Archer. 2008a. “Optimizing dispersal corridors for the Cape Proteaceae using network flow.” Ecological Applications 18 (5): 1200-1211.CrossRef

Phillips, B. L., J. D. Chipperfield, and M. R. Kearney. 2008b. “The toad ahead: Challenges of modelling the range and spread of an invasive species.” Wildlife Research 35 (3): 222-234.CrossRef

Pierce, D. W., T. P. Barnett, B. D. Santer, and P. J. Gleckler. 2009. “Selecting global climate models for regional climate change studies.” Proceedings of the National Academy of Sciences, USA 106 (2): 8441-8446.

Pounds, A., and R. Puschendorf 2004. “Clouded futures.” Nature 427: 107.

Prentice, I. C., A. Bondeau, W. Cramer, S. P. Harrison, T. Hickler, W. Lucht, S. Sitch, B. Smith, and M. T. Sykes. 2007. “Dynamic global vegetation modeling: Quantifying terrestrial ecosystem responses to large-scale environmental change.” In Terrestrial Ecosystems in a Changing World, edited by J. G. Canadell, D. E. Pataki, and L. F. Pitelka, 175-192. Berlin: Springer.CrossRef

Rebello, H., and G. Jones. 2010. “Ground validation of presence-only modelling with rare species: A case study on barbastelles Barbastella barbastellus (Chiroptera: Vespertilionidae).” Journal of Applied Ecology. doi:10.1111/j.1365-2664.2009.01765.x

Ritchie, E. G., and E. E. Bolitho. 2008. “Australia’s savanna herbivores: Bioclimatic distributions and an assessment of the potential impact of regional climate change.” Physiological and Biochemical Zoology 81 (6): 880-890.CrossRef

Sekercioglu, C. H., S. H. Schneider, J. P. Fay, and S. R. Loarie. 2008. “Climate change, elevational range shifts, and bird extinctions.” Conservation Biology 22 (1): 140-150.CrossRef

Simmons, R. E., P. Barnard, W. R. J. Dean, G. F. Midgley, W. Thuiller, and G. Hughes. 2004. “Climate change and birds: Perspectives and prospects from southern Africa.” Ostrich 75: 295-308.CrossRef

de Siqueira, M. F., and A. T. Peterson. 2003. “Consequences of global climate change for geographic distributions of Cerrado tree species.” Bioneotropica 3 (1): 1-14.

Svenning, J. C., and F. Skov. 2006. “Potential impact of climate change on the northern nemoral forest herb flora of Europe.” Biodiversity and Conservation 15: 3341-3356.CrossRef

Thomas, C. D., A. Cameron, R. E. Green, M. Bakkenes, L. J. Beaumont, Y. C. Collingham, B. F. N. Erasmus, et al. 2004a. “Extinction risk from climate change.” Nature 427: 145-148.

Thomas, C. D., S. E. Williams, A. Cameron, R. E. Green, M. Bakkenes, L. J. Beaumont, Y. C. Collingham, et al. 2004b. “Biodiversity conservation: Uncertainty in predictions of extinction risk/Effects of changes in climate and land use/Climate change and extinction risk (reply).” Nature 430: Brief Communications Arising. doi: 10.1038/nature02719.

Thuiller, W. 2004. “Patterns and uncertainties of species’ range shifts under climate change.” Global Change Biology 10 (12): 2020-2027.CrossRef

Thuiller, W., and B. Lafourcade. 2008. MACIS deliverable 3.5. Report on the results of the run of improved modelling to Europe. Available at http://macis-project.net/

Thuiller, W., M. B. Araújo, R. G. Pearson, R. J. Whittaker, L. Brotons, and S. Lavorel. 2004a. “Uncertainty in predictions of extinction risk.” Nature 430: Brief Communications. doi: 10.1038/nature02716.

Thuiller, W., L. Brotons, M. B. Araújo, and S. Lavorel. 2004b. “Effects of restricting environmental range of data to project current and future species distributions.” Ecography 27: 165-172.CrossRef

Thuiller, W., S. Lavorel, M. B. Araújo, M. T. Sykes, and I. C. Prentice. 2005. “Climate change threats to plant diversity in Europe.” Proceedings of the National Academy of Sciences, USA 102 (23): 8245-8250.CrossRef

Thuiller, W., O. Broennimann, G. O. Hughes, J. R. M. Alkemade, G. F. Midgley, and F. Corsi. 2006. “Vulnerability of African mammals to anthropogenic climate change under conservative land transformation assumptions.” Global Change Biology 12: 424-440.CrossRef

Thuiller, W., C. Alberta, M. B. Araújo, P. M. Berry, M. Cabeza, A. Guisane, T. Hicklerf, et al. 2007. “Predicting global change impacts on plant species’ distributions: Future challenges.” Perspectives in Plant Ecology, Evolution, and Systematics. doi: 10.1016/j.ppees.2007.09.004.

Thuiller, W., B. Lafourcade, R. Engler, and M. B. Araújo. 2009. “BIOMOD-A platform for ensemble forecasting of species distributions.” Ecography 32: 369-373.CrossRef

Tsoar, A., O. Allouche, O. Steinitz, D. Rotem, and R. A. Kadmon. 2007. “Comparative evaluation of presence-only methods for modelling species distribution.” Diversity and Distributions 13 (4): 397-405.CrossRef

Virkkala, R., R. K. Heikkinen, N. Leikola, and M. Luoto. 2008. “Projected large-scale range reductions of northern-boreal land bird species due to climate change.” Biological Conservation 141: 1343-1353.CrossRef

van Vuuren, D. P., O. E. Sala, and H. M. Pereira. 2006. “The future of vascular plant diversity under four global scenarios.” Ecology and Society 11: 25.

Wiens, J. J., and C. H. Graham. 2005. “Niche conservatism: Integrating evolution, ecology, and conservation biology.” Annual RReview of Ecology and Systematics 36: 519-539.CrossRef

Williams, J. W., and S. T. Jackson. 2007. “Novel climates, no-analog communities, and ecological surprises.” Frontiers in Ecology and the Environment 5 (9): 475482.CrossRef

Williams, J. W., S. T. Jackson, and J. E. Kutzbach. 2007. “Projected distribution of novel and disappearing climates by 2100 AD.” Proceedings of the National Academy of Sciences, USA 104: 5738-5742.CrossRef

Williams, P., L. Hannah, S. Andelman, G. Midgley, M. B. Araújo, G. Hughes, L. Manne, E. Martinez-Meyer, and R. Pearson. 2005. “Planning for climate change: Identifying minimum-dispersal corridors for the Cape Proteaceae.” Conservation Biology 19 (4): 1063-1074.CrossRef

Williams, S. E., E. E. Bolitho, and S. Fox. 2003. “Climate change in Australian tropical rainforests: An impending environmental catastrophe.” Proceedings of the Royal Society B 270: 1887-1892.CrossRef

Willis, S. G., C. D. Thomas, J. K. Hill, Y. C. Collingham, M. G. Telfer, R. Fox, and B. Huntley. 2009. “Dynamic distribution modelling: Predicting the present from the past.” Ecography 32: 5-12.CrossRef

Yates C. J., J. Elith, A. M. Latimer, D. L. Maitre, G. F. Midgley, F. M. Schurr, and A. G. West. 2009. “Projecting climate change impacts on species distributions in megadiverse South African Cape and Southwest Australian Floristic Regions: Opportunities and challenges.” Austral Ecology. doi:10.1111 /j.1442-9993.2009.02044.x.

Titel: Refining Risk Estimates Using Models
verfasst von: Alison Cameron
Verlag: Island Press/Center for Resource Economics
Buch: Saving a Million Species
Electronic ISBN: 978-1-61091-182-5

Copyright-Jahr: 2012
DOI: https://doi.org/10.5822/978-1-61091-182-5_4