113
Views
0
CrossRef citations to date
0
Altmetric
Article

Spatially biased versus extent of occurrence records in distribution modelling predictions: a study case with South American anurans

&
Pages 165-171 | Received 22 Jan 2018, Accepted 16 Jul 2018, Published online: 03 Aug 2018

References

  • Aiello-Lammens, M. E., R. A. Boria, A. Radosavljevic, B. Vilela, and R. P. Anderson. 2015. “spThin: An R Package for Spatial Thinning of Species Occurrence Records for Use in Ecological Niche Models.” Ecography 38: 541–545. doi:10.1111/ecog.01132.
  • Anderson, R. P. 2012. “Harnessing the World’s Biodiversity Data: Promise and Peril in Ecological Niche Modelling of Species Distributions.” Annals of the New York Academy of Sciences 1260: 66–80. doi:10.1111/j.1749-6632.2011.06440.x.
  • Araújo, M. B., and A. Guisan. 2006. “Five (Or So) Challenges for Species Distribution Modelling.” Journal of Biogeography 33: 1677–1688. doi:10.1111/jbi.2006.33.issue-10.
  • Araújo, M. B., and M. New. 2007. “Ensemble Forecasting of Species Distributions.” Trends in Ecology and Evolution 22: 42–47. doi:10.1016/j.tree.2006.09.010.
  • Araújo, M. B., and A. T. Peterson. 2012. “Uses and Misuses of Bioclimatic Envelope Modelling.” Ecology 93: 1527–1539.
  • Beck, J., M. Böller, A. Erhardt, and W. Schwanghart. 2014. “Spatial Bias in the GBIF Database and Its Effect on Modelling Species’geographic Distributions.” Ecological Informatics 19: 10–15. doi:10.1016/j.ecoinf.2013.11.002.
  • Bellard, C., C. Bertelsmeier, P. Leadley, W. Thuiller, and F. Courchamp. 2012. “Impacts of Climate Change on the Future of Biodiversity.” Ecology Letters 15: 365–377. doi:10.1111/j.1461-0248.2012.01764.x.
  • Buckley, L. B., and W. Jetz. 2007. “Environmental and Historical Constraints on Global Patterns of Amphibian Richness.” Proceedings of the Royal Society Biological Sciences 274: 1167–1173. doi:10.1098/rspb.2007.1078.
  • Buckley, L. B., C. U. Mark, J. A. Michael, L. G. Crozier, L. J. Rissler, and M. W. Sears. 2010. “Can Mechanism Inform Species’ Distribution Models?” Ecology Letters 13: 1041–1054.
  • Diniz-Filho, J. A. F., L. M. Bini, T. F. Rangel, R. D. Loyola, C. Hof, D. Nogués-Bravo, and M. B. Araújo. 2009. “Partitioning and Mapping Uncertainties in Ensembles of Forecasts of Species Turnover under Climate Change.” Ecography 32: 897–906. doi:10.1111/j.1600-0587.2009.06196.x.
  • Duellman, W. E., and L. Trueb. 1994. Biology of Amphibians. Baltimore: Johns Hopkins University Press.
  • Edwards, T. C. J., D. R. Cutler, N. E. Zimmermann, L. Geiser, and J. Alegria. 2005. “Model-Based Stratifications for Enhancing the Detection of Rare Ecological Events: Lichens as a Case Study.” Ecology 86: 1081–1090. doi:10.1890/04-0608.
  • Elith, J., and M. A. Burgman. 2002. “Predictions and Their Validation: Rare Plants in the Central Highlands, Victoria, Australia.” In Predicting Species Occurrences: Issues of Accuracy and Scale, edited by J. M. Scott, P. J. Heglund, M. L. Morrison, J. B. Haufler, M. G. Raphael, W. A. Wall, and F. B. Samson. 303–314. Covelo: Island Press.
  • Elith, J., C. H. Graham, R. P. Anderson, M. Dudík, S. Ferrier, A. Guisan, R. J. Hijmans, et al. 2006. “Novel Methods Improve Prediction of Species Distributions from Occurrence Data.” Ecography 29: 129–151. doi:10.1111/j.2006.0906-7590.04596.x.
  • Embert, D., S. Reichle, D. M. Larrea-Alcázar, C. Cortez, A. Muñoz, L. Gonzales, R. Montaño, et al. 2011. “Priority Areas for Amphibian Conservation in a Neotropical Megadiverse Country: The Need for Alternative, Non Place Based, Conservation.” Biodiversity and Conservation 20: 1557–1570. doi:10.1007/s10531-011-0045-9.
  • Ficetola, G. F., C. Rondinini, A. Bonardi, V. Katarya, E. Padoa-Schioppa, and A. Ângulo. 2013. “An Evaluation of the Robustness of Global Amphibian Range Maps.” Journal of Biogeography 41: 211–221. doi:10.1111/jbi.12206.
  • Franklin, J. 2010. Mapping Species Distributions: Spatial Inference and Prediction. Ecology, Biodiversity and Conservation. New York: Cambridge University Press.
  • García-Roselló, E., C. Guisande, A. Manjarrés-Hernández, I. González-Dacosta, J. Heine, J. P. Pelayo-Villamil, L. González-Vilas, et al. 2014. “Can We Derive Macroecological Patterns from Primary Global Biodiversity Information Facility Data?” Global Ecology and Biogeography 24: 335–347. doi:10.1111/geb.12260.
  • Giannini, T. C., F. M. Siqueira, A. L. Acosta, F. C. C. Barreto, A. M. Saraiva, and I. A. Santos. 2012. “Desafios Atuais Da Modelagem Preditiva De Distribuição De Espécies.” Rodriguésia 63: 733–749. doi:10.1590/S2175-78602012000300017.
  • Giovanelli, J. G. R., M. F. Siqueira, C. F. B. Haddad, and J. Alexandrino. 2010. “Modelling a Spatially Restricted Distribution in the Neotropics: How the Size of Calibration Area Affects the Performance of Five Presence – Only Methods.” Ecological Modelling 221: 215–224. doi:10.1016/j.ecolmodel.2009.10.009.
  • Graham, C. H., and R. J. Hijmans. 2006. “A Comparison of Methods for Mapping Species Ranges and Species Richness.” Global Ecology and Biogeography 15: 578–587. doi:10.1111/geb.2006.15.issue-6.
  • Hijmans, R. J., S. E. Cameron, J. L. Parra, P. G. Jones, and A. Jarvis. 2005. “Very High Resolution Interpolated Climate Surfaces for Global Land Areas.” International Journal of Climatology 25: 1965–1978. doi:10.1002/(ISSN)1097-0088.
  • IUCN. 2015. The IUCN Red List of Threatened Species, Version 2014.3 Available at: http:www.iucnredlist.org. Downloaded on: 26. 03.2015.
  • Lemes, P., A. S. Melo, and R. D. Loyola. 2014. “Climate Change Threatens Protected Areas of the Atlantic Forest.” Biodiversity and Conservation 23: 357–368. doi:10.1007/s10531-013-0605-2.
  • Loyola, R. D., P. Lemes, J. C. Nabout, J. Trindade-Filho, M. D. Sagnori, R. Dobrovolski, and J. A. F. Diniz-Filho. 2013. “A Straightforward Conceptual Approach for Evaluating Spatial Conservation Priorities under Climate Change.” Biodiversity and Conservation 22: 483–495. doi:10.1007/s10531-012-0424-x.
  • Martins, A. C., D. P. Silva, P. Marco JR, and G. A. R. Melo. 2015. “Species Conservation under Future Climate Change: The Case of Bombus Bellicosus, a Potentially Threatened South American Bumblebee Species.” Journal of Insect Conservation 19: 33–43. doi:10.1007/s10841-014-9740-7.
  • Muñoz, M. E. S., R. Giovanni, M. F. Siqueira, T. Sutton, P. Brewer, R. S. Pereira, D. A. L. Canhos, et al. 2011. “Open Modeller: A Generic Approach to Species’ Potential Distribution Modelling.” Geoinformatica 15: 111–135. doi:10.1007/s10707-009-0090-7.
  • Pacifici, M., W. B. Foden, P. Visconti, J. E. M. Watson, S. H. M. Butchart, K. M. Kovacs, B. R. Scheffers, et al. 2015. “Assessing Species Vulnerability to Climate Change.” Nature Climate Change 5: 215–225. doi:10.1038/nclimate2448.
  • Pecl, G. T., M. B. Araújo, J. D. Bell, J. Blanchard, T. C. Bonebrake, I. C. Chen, T. D. Clark, et al. 2017. “Biodiversity Redistribution under Climate Change: Impacts on Ecosystems and Human Well-Being.” Science 355: 1389–1399. doi:10.1126/science.aai9214.
  • Peterson, A. T., and J. Soberón. 2012. “Species Distribution Modelling and Ecological Niche Modelling: Getting the Concepts Right.” Brazilian Journal of Nature Conservation 10: 102–107.
  • Pineda, E., and J. M. Lobo. 2009. “Assessing the Accuracy of Species Distribution Models to Predict Amphibian Species Richness Patterns.” Journal of Animal Ecology 78: 182–190. doi:10.1111/jae.2009.78.issue-1.
  • Rangel, T. F., and R. D. Loyola. 2012. “Labeling Ecological Niche Models.” Brazilian Journal of Nature Conservation 10: 119–126.
  • Rosenstock, N., C. Toranza, and A. Brazeiro. 2015. “Climate and Land-Use Changes Effects on the Distribution of a Regional Endemism: Melanophryniscus Sanmartini (Amphibia, Bufonidae).” Iheringia (Série Zoologia) 105: 209–216. doi:10.1590/1678-476620151052209216.
  • Terribile, L. C., and J. A. F. Diniz-Filho. 2009. “Spatial Patterns of Species Richness in New World Coral Snakes and the Metabolic Theory of Ecology.” Acta Oecologica 35: 163–173. doi:10.1016/j.actao.2008.09.006.
  • Toranza, C., and R. Maneyro. 2013. “Potential Effects of Climate Change on the Distribution of an Endangered Species: Melanophryniscus Montevidensis (Anura: Bufonidae).” Phyllomedusa 12: 97–106. doi:10.11606/issn.2316-9079.v12i2p97-106.
  • Vasconcelos, T. S., C. P. Antonelli, and M. F. Napoli. 2017. “Mutualism Influences Species Distribution Predictions for a Bromeliad-Breeding Anuran under Climate Change.” Austral Ecology 42: 869–877. doi:10.1111/aec.2017.42.issue-7.
  • Vasconcelos, T. S., and J. L. Doro. 2016. “Assessing How Habitat Loss Restricts the Geographic Range of Neotropical Anurans.” Ecological Research 31: 913–921. doi:10.1007/s11284-016-1401-8.
  • Vasconcelos, T. S., and B. T. M. Nascimento. 2014. “The Utility of Open-Access Biodiversity Information in Representing Anurans in the Brazilian Atlantic Forest and Cerrado.” Phyllomedusa 13: 51–58. doi:10.11606/issn.2316-9079.v13i1p51-58.
  • Vasconcelos, T. S., and B. T. M. Nascimento. 2016. “Potential Climate-Driven Impacts on the Distribution of Generalist Treefrogs in South America.” Herpetologica 72: 23–31. doi:10.1655/HERPETOLOGICA-D-14-00064.
  • Vasconcelos, T. S., M. Á. Rodríguez, and B. A. Hawkins. 2012. “Species Distribution Modelling as A Macroecological Tool: A Case Study Using New World Amphibians.” Ecography 35: 539–548. doi:10.1111/ecog.2012.35.issue-6.
  • Yesson, C., P. W. Brewer, T. Sutton, N. Caithness, J. S. Pahwa, M. Burgess, W. A. Gray, et al. 2007. “How Global Is the Global Biodiversity Information Facility?” PLoS One 2: e1124. doi:10.1371/journal.pone.0001124.
  • Zar, J. H. 1999. Biostatistical Analysis. New Jersey: Prentice Hal.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.