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Volumn 20, Issue 3, 2014, Pages 334-343

Incorporating model complexity and spatial sampling bias into ecological niche models of climate change risks faced by 90 California vertebrate species of concern

Author keywords

Climate change; Conservation; Maximum entropy; Model complexity; Niche modelling; Sampling bias; Species distribution modelling

Indexed keywords


EID: 84893954125     PISSN: 13669516     EISSN: 14724642     Source Type: Journal    
DOI: 10.1111/ddi.12160     Document Type: Article
Times cited : (240)

References (36)
  • 1
    • 77954786550 scopus 로고    scopus 로고
    • The effect of the extent of the study region on GIS models of species geographic distributions and estimates of niche evolution: preliminary tests with montane rodents (genus Nephelomys) in Venezuela
    • Anderson, R.P. & Raza, A. (2010) The effect of the extent of the study region on GIS models of species geographic distributions and estimates of niche evolution: preliminary tests with montane rodents (genus Nephelomys) in Venezuela. Journal of Biogeography, 37, 1378-1393.
    • (2010) Journal of Biogeography , vol.37 , pp. 1378-1393
    • Anderson, R.P.1    Raza, A.2
  • 2
    • 33748486098 scopus 로고    scopus 로고
    • Climate warming and the decline of amphibians and reptiles in Europe
    • Araújo, M.B., Thuiller, W. & Pearson, R. (2006) Climate warming and the decline of amphibians and reptiles in Europe. Journal of Biogeography, 33, 1712-1728.
    • (2006) Journal of Biogeography , vol.33 , pp. 1712-1728
    • Araújo, M.B.1    Thuiller, W.2    Pearson, R.3
  • 3
    • 78049449094 scopus 로고    scopus 로고
    • How much do we overestimate future local extinction rates when restricting the range of occurrence data in climate suitability models?
    • Barbet-Massin, M., Thuiller, W. & Jiguet, F. (2010) How much do we overestimate future local extinction rates when restricting the range of occurrence data in climate suitability models? Ecography, 33, 878-886.
    • (2010) Ecography , vol.33 , pp. 878-886
    • Barbet-Massin, M.1    Thuiller, W.2    Jiguet, F.3
  • 4
    • 84870890092 scopus 로고    scopus 로고
    • The effects of small sample size and sample bias on threshold selection and accuracy assessment of species distribution models
    • Bean, W.T., Stafford, R. & Brashares, J.S. (2011) The effects of small sample size and sample bias on threshold selection and accuracy assessment of species distribution models. Ecography, 34, 001-009.
    • (2011) Ecography , vol.34 , pp. 001-009
    • Bean, W.T.1    Stafford, R.2    Brashares, J.S.3
  • 5
    • 84893943036 scopus 로고    scopus 로고
    • California Department of Fish and Game (CDFG)Special Animals List. Available at: (accessed 8 December 2011).
    • California Department of Fish and Game (CDFG) (2011) Special Animals List. Available at: http://www.dfg.ca.gov/biogeodata/cnddb/plants_and_animals.asp (accessed 8 December 2011).
    • (2011)
  • 6
    • 84876790334 scopus 로고    scopus 로고
    • Using Maxent to model the historic distributions of stonefly species in Illinois streams: the effects of regularization and threshold selections
    • Cao, Y., DeWalt, R.E., Robinson, J.L., Tweddale, T., Hinz, L. & Pessino, M. (2013) Using Maxent to model the historic distributions of stonefly species in Illinois streams: the effects of regularization and threshold selections. Ecological Modelling, 259, 30-39.
    • (2013) Ecological Modelling , vol.259 , pp. 30-39
    • Cao, Y.1    DeWalt, R.E.2    Robinson, J.L.3    Tweddale, T.4    Hinz, L.5    Pessino, M.6
  • 9
    • 73949141293 scopus 로고    scopus 로고
    • Species distribution models: ecological explanation and prediction across space and time
    • Elith, J. & Leathwick, J.R. (2009) Species distribution models: ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics, 40, 677-697.
    • (2009) Annual Review of Ecology, Evolution, and Systematics , vol.40 , pp. 677-697
    • Elith, J.1    Leathwick, J.R.2
  • 10
    • 34447319795 scopus 로고    scopus 로고
    • ESRI. Environmental Research Institute. Redlands, CA.
    • ESRI (2006) ArcGIS 9.2. Environmental Research Institute. Redlands, CA.
    • (2006) ArcGIS 9.2
  • 11
    • 84857756564 scopus 로고    scopus 로고
    • A climate change vulnerability assessment of California's at-risk birds
    • Gardali, T., Seavy, N.E., DiGaudio, R.T. & Comrack, L.A. (2012) A climate change vulnerability assessment of California's at-risk birds. PLoS ONE, 7, e29507.
    • (2012) PLoS ONE , vol.7
    • Gardali, T.1    Seavy, N.E.2    DiGaudio, R.T.3    Comrack, L.A.4
  • 13
    • 84860258937 scopus 로고    scopus 로고
    • Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model
    • Hijmans, R.J. (2012) Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model. Ecology, 93, 679-688.
    • (2012) Ecology , vol.93 , pp. 679-688
    • Hijmans, R.J.1
  • 15
    • 84858080295 scopus 로고    scopus 로고
    • Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling
    • Jiménez-Valverde, A. (2011) Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling. Global Ecology and Biogeography, 21, 498-507.
    • (2011) Global Ecology and Biogeography , vol.21 , pp. 498-507
    • Jiménez-Valverde, A.1
  • 16
    • 49749102754 scopus 로고    scopus 로고
    • Modelling species distributions without using species distributions: the cane toad in Australia under current and future climates
    • Kearney, M., Phillips, B.L., Tracy, C.R., Christian, K.A., Betts, G. & Porter, W.P. (2008) Modelling species distributions without using species distributions: the cane toad in Australia under current and future climates. Ecography, 31, 423-434.
    • (2008) Ecography , vol.31 , pp. 423-434
    • Kearney, M.1    Phillips, B.L.2    Tracy, C.R.3    Christian, K.A.4    Betts, G.5    Porter, W.P.6
  • 19
    • 38949161848 scopus 로고    scopus 로고
    • AUC: a misleading measure of the performance of predictive distribution models
    • Lobo, J.M., Jiménez-Valverde, A. & Real, R. (2008) AUC: a misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography, 17, 145-151.
    • (2008) Global Ecology and Biogeography , vol.17 , pp. 145-151
    • Lobo, J.M.1    Jiménez-Valverde, A.2    Real, R.3
  • 20
    • 84893946750 scopus 로고    scopus 로고
    • A systematic framework for prioritizing farmland preservation: report to the resource agencies of California. Available at (accessed 13 September 2013).
    • Machado, E.A., Stoms, D.M. & Davis, F.W. (2003) A systematic framework for prioritizing farmland preservation: report to the resource agencies of California. Available at http://www.biogeog.ucsb.edu/data (accessed 13 September 2013).
    • (2003)
    • Machado, E.A.1    Stoms, D.M.2    Davis, F.W.3
  • 21
    • 78650802871 scopus 로고    scopus 로고
    • Conclusions about niche expansion in introduced Impatiens walleriana populations depend on method of analysis
    • Mandle, L., Warren, D.L., Hoffmann, M.H., Peterson, A.T., Schmitt, J. & von Wettberg, E.J. (2010) Conclusions about niche expansion in introduced Impatiens walleriana populations depend on method of analysis. PLoS ONE, 5, e15297.
    • (2010) PLoS ONE , vol.5
    • Mandle, L.1    Warren, D.L.2    Hoffmann, M.H.3    Peterson, A.T.4    Schmitt, J.5    von Wettberg, E.J.6
  • 22
    • 84893977701 scopus 로고    scopus 로고
    • The effect of a gradual response to the environment on species distribution modelling performance
    • Meynard, C.N. & Kaplan, D.M. (2011) The effect of a gradual response to the environment on species distribution modelling performance. Ecography, 34, 1-11.
    • (2011) Ecography , vol.34 , pp. 1-11
    • Meynard, C.N.1    Kaplan, D.M.2
  • 23
    • 80051609270 scopus 로고    scopus 로고
    • Choice of threshold alters projections of species range shifts under climate change
    • Nenzen, H.K. & Araujo, M.B. (2011) Choice of threshold alters projections of species range shifts under climate change. Ecological Modelling, 222, 3346-3354.
    • (2011) Ecological Modelling , vol.222 , pp. 3346-3354
    • Nenzen, H.K.1    Araujo, M.B.2
  • 25
    • 40649115205 scopus 로고    scopus 로고
    • Rethinking receiver operating characteristic analysis applications in ecological niche modelling
    • Peterson, A.T., Papeş, M. & Soberón, J. (2008) Rethinking receiver operating characteristic analysis applications in ecological niche modelling. Ecological Modelling, 213, 63-72.
    • (2008) Ecological Modelling , vol.213 , pp. 63-72
    • Peterson, A.T.1    Papeş, M.2    Soberón, J.3
  • 26
    • 41449100102 scopus 로고    scopus 로고
    • Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
    • Phillips, S.J. & Dudík, M. (2008) Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography, 31, 161-175.
    • (2008) Ecography , vol.31 , pp. 161-175
    • Phillips, S.J.1    Dudík, M.2
  • 27
    • 27944446350 scopus 로고    scopus 로고
    • Maximum entropy modelling of species geographic distributions
    • Phillips, S.J., Anderson, R.P. & Schapire, R.E. (2006) Maximum entropy modelling of species geographic distributions. Ecological Modelling, 190, 231-259.
    • (2006) Ecological Modelling , vol.190 , pp. 231-259
    • Phillips, S.J.1    Anderson, R.P.2    Schapire, R.E.3
  • 28
    • 63849333773 scopus 로고    scopus 로고
    • Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data
    • Phillips, S.J., Dudík, M., Elith, J., Graham, C.H., Lehmann, A., Leathwick, J. & Ferrier, S. (2009) Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data. Ecological Applications, 19, 181-197.
    • (2009) Ecological Applications , vol.19 , pp. 181-197
    • Phillips, S.J.1    Dudík, M.2    Elith, J.3    Graham, C.H.4    Lehmann, A.5    Leathwick, J.6    Ferrier, S.7
  • 29
    • 84893949940 scopus 로고    scopus 로고
    • PRBO Conservation Science (PRBO) Projected effects of climate change in California: ecoregional summaries emphasizing consequences for wildlife. Version 1.0. Available at: (accessed 22 February 2011)
    • PRBO Conservation Science (PRBO) (2011) Projected effects of climate change in California: ecoregional summaries emphasizing consequences for wildlife. Version 1.0. Available at: http://data.prbo.org/apps/bssc/ climatechange (accessed 22 February 2011).
    • (2011)
  • 30
    • 79951786602 scopus 로고    scopus 로고
    • Challenges in identifying sites climatically matched to the native ranges of animal invaders
    • Rodda, G.H., Jarnevich, C.S. & Reed, R.N. (2011) Challenges in identifying sites climatically matched to the native ranges of animal invaders. PLoS ONE, 6, e14670.
    • (2011) PLoS ONE , vol.6
    • Rodda, G.H.1    Jarnevich, C.S.2    Reed, R.N.3
  • 31
    • 71149090022 scopus 로고    scopus 로고
    • Alien invasive slider turtle in unpredicted habitat: a matter of niche shift or of predictors studied?
    • Rödder, D., Schmidtlein, S., Veith, M. & Lötters, S. (2009) Alien invasive slider turtle in unpredicted habitat: a matter of niche shift or of predictors studied? PLoS ONE, 4, e7843.
    • (2009) PLoS ONE , vol.4
    • Rödder, D.1    Schmidtlein, S.2    Veith, M.3    Lötters, S.4
  • 33
    • 80053621701 scopus 로고    scopus 로고
    • Choice of predictor variables as a source of uncertainty in continental-scale species distribution modelling under climate change
    • Synes, N.W. & Osborne, P.E. (2011) Choice of predictor variables as a source of uncertainty in continental-scale species distribution modelling under climate change. Global Ecology and Biogeography, 20, 904-914.
    • (2011) Global Ecology and Biogeography , vol.20 , pp. 904-914
    • Synes, N.W.1    Osborne, P.E.2
  • 34
    • 70449732203 scopus 로고    scopus 로고
    • Spatially autocorrelated sampling falsely inflates measures of accuracy for presence-only niche models
    • Veloz, S.D. (2009) Spatially autocorrelated sampling falsely inflates measures of accuracy for presence-only niche models. Journal of Biogeography, 36, 2290-2299.
    • (2009) Journal of Biogeography , vol.36 , pp. 2290-2299
    • Veloz, S.D.1
  • 35
    • 79955545366 scopus 로고    scopus 로고
    • Environmental niche modelling in Maxent: the importance of model complexity and the performance of model selection criteria
    • Warren, D. & Seifert, S. (2011) Environmental niche modelling in Maxent: the importance of model complexity and the performance of model selection criteria. Ecological Applications, 21, 335-342.
    • (2011) Ecological Applications , vol.21 , pp. 335-342
    • Warren, D.1    Seifert, S.2
  • 36
    • 77955243011 scopus 로고    scopus 로고
    • ENMTools: a toolbox for comparative studies of environmental niche models
    • Warren, D.L., Glor, R.E. & Turelli, M. (2010) ENMTools: a toolbox for comparative studies of environmental niche models. Ecography, 33, 607-611.
    • (2010) Ecography , vol.33 , pp. 607-611
    • Warren, D.L.1    Glor, R.E.2    Turelli, M.3


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