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Volumn 25, Issue 3, 2011, Pages 439-454

Effects of geographical data sampling bias on habitat models of species distributions: A case study with steppe birds in southern Portugal

Author keywords

Data sampling; Environmental bias; Geographical bias; Habitat models; Species distribution models; Steppe birds

Indexed keywords

BIODIVERSITY; BIRD; GEOGRAPHICAL DISTRIBUTION; GIS; HABITAT STRUCTURE; NATURE CONSERVATION; NATURE RESERVE; NUMERICAL MODEL; REGRESSION ANALYSIS; SAMPLING BIAS; SPATIAL DATA; STEPPE;

EID: 79957585520     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658816.2010.531020     Document Type: Article
Times cited : (40)

References (50)
  • 1
    • 33748529602 scopus 로고    scopus 로고
    • Five (or so) challenges for species distribution modelling
    • Araújo, M.B. and Guisan, A., 2006. Five (or so) challenges for species distribution modelling. Journal of Biogeography, 33, 1677-1688.
    • (2006) Journal of Biogeography , vol.33 , pp. 1677-1688
    • Araújo, M.B.1    Guisan, A.2
  • 2
    • 33646557004 scopus 로고    scopus 로고
    • Error and uncertainty in habitat models
    • Barry, S. and Elith, J., 2006. Error and uncertainty in habitat models. Journal of Applied Ecology, 43, 413-423.
    • (2006) Journal of Applied Ecology , vol.43 , pp. 413-423
    • Barry, S.1    Elith, J.2
  • 3
    • 0037202455 scopus 로고    scopus 로고
    • Evaluating resource selection functions
    • Boyce, M.S. et al., 2002. Evaluating resource selection functions. Ecological Modelling, 157, 281-300.
    • (2002) Ecological Modelling , vol.157 , pp. 281-300
    • Boyce, M.S.1
  • 4
    • 34347261701 scopus 로고    scopus 로고
    • Evidence of climatic niche shift during biological invasion
    • Broennimann, O. et al., 2007. Evidence of climatic niche shift during biological invasion. Ecology letters, 10 (8), 701-709.
    • (2007) Ecology Letters , vol.10 , Issue.8 , pp. 701-709
    • Broennimann, O.1
  • 6
    • 2342623875 scopus 로고
    • Multicollinearity: A tale of two non-parametric regressions
    • P. Cheeseman and R.W. Oldford, eds., New York: Springer-Verlag
    • De Veaux, R.D. and Ungar, L.H., 1994. Multicollinearity: a tale of two non-parametric regressions. In: P. Cheeseman and R.W. Oldford, eds. Selecting models from data: artificial intelligence and statistics IV. New York: Springer-Verlag, 293-302.
    • (1994) Selecting Models From Data: Artificial Intelligence and Statistics IV , pp. 293-302
    • de Veaux, R.D.1    Ungar, L.H.2
  • 7
    • 0242569213 scopus 로고    scopus 로고
    • Variability in grassland bird counts related to observer differences and species detection rates
    • Diefenbach, D.R., Brauning, D.W., and Mattice, J.A., 2003. Variability in grassland bird counts related to observer differences and species detection rates. The Auk, 120 (4), 1168-1179.
    • (2003) The Auk , vol.120 , Issue.4 , pp. 1168-1179
    • Diefenbach, D.R.1    Brauning, D.W.2    Mattice, J.A.3
  • 8
    • 33750012330 scopus 로고    scopus 로고
    • Effects of sample survey design on the accuracy of classification tree models in species distribution models
    • Edwards, T.C. Jr. et al., 2006. Effects of sample survey design on the accuracy of classification tree models in species distribution models. Ecological Modelling, 199, 132-141.
    • (2006) Ecological Modelling , vol.199 , pp. 132-141
    • Edwards Jr., T.C.1
  • 9
    • 0037202443 scopus 로고    scopus 로고
    • Mapping epistemic uncertainties and vague concepts in predictions of species distribution
    • Elith, J., Burgman, M., and Regan, H.M., 2002. Mapping epistemic uncertainties and vague concepts in predictions of species distribution. Ecological Modelling, 157, 3131-3329.
    • (2002) Ecological Modelling , vol.157 , pp. 3131-3329
    • Elith, J.1    Burgman, M.2    Regan, H.M.3
  • 10
    • 34247359908 scopus 로고    scopus 로고
    • Predicting species distributions from museum and herbarium records using multiresponse models fitted with multivariate adaptive regression splines
    • Elith, J. and Leathwick, J., 2007. Predicting species distributions from museum and herbarium records using multiresponse models fitted with multivariate adaptive regression splines. Diversity and Distributions, 13, 265-275.
    • (2007) Diversity and Distributions , vol.13 , pp. 265-275
    • Elith, J.1    Leathwick, J.2
  • 11
    • 33645917058 scopus 로고    scopus 로고
    • Novel methods improve prediction of species' distributions from occurrence data
    • Elith, J. et al., 2006. Novel methods improve prediction of species' distributions from occurrence data. Ecography, 29 (2), 129-151.
    • (2006) Ecography , vol.29 , Issue.2 , pp. 129-151
    • Elith, J.1
  • 12
    • 0036554569 scopus 로고    scopus 로고
    • Mapping spatial pattern in biodiversity for regional conservation planning: Where to from here?
    • Ferrier, S., 2002. Mapping spatial pattern in biodiversity for regional conservation planning: where to from here? Systematic Biology, 51 (2), 331-363.
    • (2002) Systematic Biology , vol.51 , Issue.2 , pp. 331-363
    • Ferrier, S.1
  • 13
    • 57349083292 scopus 로고    scopus 로고
    • Effect of species rarity on the accuracy of species distribution models for reptiles and amphibians in southern California
    • Franklin, J. et al., 2009. Effect of species rarity on the accuracy of species distribution models for reptiles and amphibians in southern California. Diversity and distributions, 15, 167-177.
    • (2009) Diversity and Distributions , vol.15 , pp. 167-177
    • Franklin, J.1
  • 14
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman, J.H., 1991. Multivariate adaptive regression splines. Annals of Statistics, 19 (1), 1-67.
    • (1991) Annals of Statistics , vol.19 , Issue.1 , pp. 1-67
    • Friedman, J.H.1
  • 15
    • 0032402970 scopus 로고    scopus 로고
    • The integration of field survey and remote sensing for biodiversity assessment: A case study in the tropical forests and wetlands of Sango Bay, Uganda
    • Fuller, R.M. et al., 1998. The integration of field survey and remote sensing for biodiversity assessment: a case study in the tropical forests and wetlands of Sango Bay, Uganda. Biological Conservation, 86, 379-391.
    • (1998) Biological Conservation , vol.86 , pp. 379-391
    • Fuller, R.M.1
  • 16
    • 4344601500 scopus 로고    scopus 로고
    • New developments in museum-based informatics and applications in biodiversity analysis
    • Graham, C.H. et al., 2004. New developments in museum-based informatics and applications in biodiversity analysis. Trends in Ecology and Evolution, 19 (9), 497-503.
    • (2004) Trends In Ecology and Evolution , vol.19 , Issue.9 , pp. 497-503
    • Graham, C.H.1
  • 17
    • 34248202174 scopus 로고    scopus 로고
    • Biased data reduce efficiency and effectiveness of conservation reserve networks
    • Grand, J. et al., 2007. Biased data reduce efficiency and effectiveness of conservation reserve networks. Ecology Letters, 10, 364-374.
    • (2007) Ecology Letters , vol.10 , pp. 364-374
    • Grand, J.1
  • 18
    • 0347597023 scopus 로고    scopus 로고
    • Absent or undetected? Effects of non-detection of species occurrence on wildlife-habitat models
    • Gu, W. and Swihart, R.K., 2004. Absent or undetected? Effects of non-detection of species occurrence on wildlife-habitat models. Biological Conservation, 116 (2), 195-203.
    • (2004) Biological Conservation , vol.116 , Issue.2 , pp. 195-203
    • Gu, W.1    Swihart, R.K.2
  • 19
    • 0034610199 scopus 로고    scopus 로고
    • Predictive habitat distribution models in ecology
    • Guisan, A. and Zimmermann, N.E., 2000. Predictive habitat distribution models in ecology. Ecological Modelling, 135, 147-186.
    • (2000) Ecological Modelling , vol.135 , pp. 147-186
    • Guisan, A.1    Zimmermann, N.E.2
  • 20
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley, J.A. and Mcneil, B.J., 1982. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143, 29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 22
    • 0037334038 scopus 로고    scopus 로고
    • Estimating spatio-temporal patterns of agricultural productivity in fragmented landscapes using AVHRR NDVI time series
    • Hill, M.J. and Donald, G.E., 2003. Estimating spatio-temporal patterns of agricultural productivity in fragmented landscapes using AVHRR NDVI time series. Remote Sensing of the Environment, 84, 367-384.
    • (2003) Remote Sensing of the Environment , vol.84 , pp. 367-384
    • Hill, M.J.1    Donald, G.E.2
  • 23
    • 0037202454 scopus 로고    scopus 로고
    • Which is the optimal sampling strategy for habitat suitability modelling
    • Hirzel, A. and Guisan, A., 2002. Which is the optimal sampling strategy for habitat suitability modelling. Ecological Modelling, 157, 331-341.
    • (2002) Ecological Modelling , vol.157 , pp. 331-341
    • Hirzel, A.1    Guisan, A.2
  • 24
    • 0022927215 scopus 로고
    • Characteristics of maximum-value composite images from temporal AVHRR data
    • Holben, B.N., 1986. Characteristics of maximum-value composite images from temporal AVHRR data. International Journal of Remote Sensing, 7, 1417-1434.
    • (1986) International Journal of Remote Sensing , vol.7 , pp. 1417-1434
    • Holben, B.N.1
  • 25
    • 40849114636 scopus 로고    scopus 로고
    • Sensitivity of species-distribution models to error, bias, and model design: An application to resource selection functions for woodland caribou
    • Johnson, C.J. and Gillingham, M.P., 2008. Sensitivity of species-distribution models to error, bias, and model design: an application to resource selection functions for woodland caribou. Ecological Modelling, 213, 143-155.
    • (2008) Ecological Modelling , vol.213 , pp. 143-155
    • Johnson, C.J.1    Gillingham, M.P.2
  • 26
    • 0346361819 scopus 로고    scopus 로고
    • A systematic analysis of factors affecting the performance of climatic envelope models
    • Kadmon, R., Farber, O., and Danin, A., 2003. A systematic analysis of factors affecting the performance of climatic envelope models. Ecological Applications, 13 (3), 853-867.
    • (2003) Ecological Applications , vol.13 , Issue.3 , pp. 853-867
    • Kadmon, R.1    Farber, O.2    Danin, A.3
  • 27
    • 1642410340 scopus 로고    scopus 로고
    • Effect of roadside bias on the accuracy of predictive maps produced by bioclimatic models
    • Kadmon, R., Farber, O., and Danin, A., 2004. Effect of roadside bias on the accuracy of predictive maps produced by bioclimatic models. Ecological Applications, 14 (2), 401-413.
    • (2004) Ecological Applications , vol.14 , Issue.2 , pp. 401-413
    • Kadmon, R.1    Farber, O.2    Danin, A.3
  • 28
    • 0037500103 scopus 로고    scopus 로고
    • From space to species: Ecological applications for remote sensing
    • Kerr, J.T. and Ostrovsky, M., 2003. From space to species: ecological applications for remote sensing. Trends in Ecology and Evolution, 18 (6), 299-305.
    • (2003) Trends In Ecology and Evolution , vol.18 , Issue.6 , pp. 299-305
    • Kerr, J.T.1    Ostrovsky, M.2
  • 29
    • 33750002678 scopus 로고    scopus 로고
    • Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions
    • Leathwick, J.R., Elith, J., and Hastie, T., 2006. Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions. Ecological Modelling, 199, 188-196.
    • (2006) Ecological Modelling , vol.199 , pp. 188-196
    • Leathwick, J.R.1    Elith, J.2    Hastie, T.3
  • 30
    • 79957583149 scopus 로고    scopus 로고
    • The use of large-scale remote sensing and map data to determine steppe land bird distributions in Baixo Alentejo, Portugal
    • Leitão, P.J., Osborne, P.E. and Moreira, F., 2006. The use of large-scale remote sensing and map data to determine steppe land bird distributions in Baixo Alentejo, Portugal. Journal of Ornithology, 147 (Suppl.1) (5), 201-202.
    • (2006) Journal of Ornithology , vol.147 , Issue.5 SUPPL. 1 , pp. 201-202
    • Leitão, P.J.1    Osborne, P.E.2    Moreira, F.3
  • 31
    • 38949161848 scopus 로고    scopus 로고
    • AUC: A misleading measure of the performance of predictive distribution models
    • Lobo, J.M., Jiménez-Valverde, A., and Real, R., 2008. AUC: a misleading measure of the performance of predictive distribution models. Global Ecology & Biogeography, 17, 145-151.
    • (2008) Global Ecology & Biogeography , vol.17 , pp. 145-151
    • Lobo, J.M.1    Jiménez-Valverde, A.2    Real, R.3
  • 32
    • 37149017643 scopus 로고    scopus 로고
    • Predicting species distributions from herbarium collections: Does climate bias in collection sampling influence model outcomes?
    • Loiselle, B.A. et al., 2008. Predicting species distributions from herbarium collections: does climate bias in collection sampling influence model outcomes? Journal of Biogeography, 35, 105-116.
    • (2008) Journal of Biogeography , vol.35 , pp. 105-116
    • Loiselle, B.A.1
  • 33
    • 1142269707 scopus 로고    scopus 로고
    • Vegetation/spot: An operational mission for the earth monitoring; presentation of new standard products
    • Maisongrande, P., Duchemin, B., and Dedieu, G., 2004. Vegetation/spot: an operational mission for the earth monitoring; presentation of new standard products. International Journal of Remote Sensing, 25 (1), 9-14.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.1 , pp. 9-14
    • Maisongrande, P.1    Duchemin, B.2    Dedieu, G.3
  • 34
    • 33745248694 scopus 로고    scopus 로고
    • Sampling bias in roadsides: The case of galling aphids on Pistacia trees
    • Martinez, J.-J. and Wool, D., 2006. Sampling bias in roadsides: the case of galling aphids on Pistacia trees. Biodiversity and Conservation, 15, 2109-2121.
    • (2006) Biodiversity and Conservation , vol.15 , pp. 2109-2121
    • Martinez, J.-J.1    Wool, D.2
  • 35
    • 33847206814 scopus 로고    scopus 로고
    • Effects of species' ecology on the accuracy of distribution models
    • McPherson, J.M. and Jetz, W., 2007. Effects of species' ecology on the accuracy of distribution models. Ecography, 30, 135-151.
    • (2007) Ecography , vol.30 , pp. 135-151
    • McPherson, J.M.1    Jetz, W.2
  • 36
    • 67149087171 scopus 로고    scopus 로고
    • Spatial distribution patterns, habitat correlates and population estimates of steppe birds in Castro Verde
    • Moreira, F. et al., 2007. Spatial distribution patterns, habitat correlates and population estimates of steppe birds in Castro Verde. Airo, 17, 5-30.
    • (2007) Airo , vol.17 , pp. 5-30
    • Moreira, F.1
  • 37
    • 79952173935 scopus 로고    scopus 로고
    • Breve análise histó rica sobre a evolução da paisagem
    • G.L. Elias, L.M. Reino, J.P. Silva, R. Tome, P. Geraldes, eds., Lisboa, Portugal: Sociedade Portuguesa para o Estudo das Aves
    • Neves, R., 1998. Breve análise histó rica sobre a evolução da paisagem. In: G.L. Elias, L.M. Reino, J.P. Silva, R. Tome, P. Geraldes, eds. Atlas das aves invernantes do Baixo Alentejo. Lisboa, Portugal: Sociedade Portuguesa para o Estudo das Aves, 28-32.
    • (1998) Atlas Das Aves Invernantes Do Baixo Alentejo , pp. 28-32
    • Neves, R.1
  • 38
    • 0034998896 scopus 로고    scopus 로고
    • Modelling landscape-scale habitat use using GIS and remote sensing: A case study with great bustards
    • Osborne, P.E., Alonso, J.C., and Bryant, R.G., 2001. Modelling landscape-scale habitat use using GIS and remote sensing: a case study with great bustards. Journal of Applied Ecology, 38, 458-471.
    • (2001) Journal of Applied Ecology , vol.38 , pp. 458-471
    • Osborne, P.E.1    Alonso, J.C.2    Bryant, R.G.3
  • 39
    • 67149137995 scopus 로고    scopus 로고
    • Effects of species and habitat positional errors on the performance and interpretation of species distribution models
    • Osborne, P.E. and Leitão, P.J., 2009. Effects of species and habitat positional errors on the performance and interpretation of species distribution models. Diversity and Distributions, 15 (4), 671-681.
    • (2009) Diversity and Distributions , vol.15 , Issue.4 , pp. 671-681
    • Osborne, P.E.1    Leitão, P.J.2
  • 40
    • 0034950538 scopus 로고    scopus 로고
    • An evaluation of the predictive performance of distributional models for flora and fauna in north-east New South Wales
    • Pearce, J., Ferrier, S., and Scotts, D., 2001. An evaluation of the predictive performance of distributional models for flora and fauna in north-east New South Wales. Journal of Environmental Management, 62, 171-184.
    • (2001) Journal of Environmental Management , vol.62 , pp. 171-184
    • Pearce, J.1    Ferrier, S.2    Scotts, D.3
  • 41
    • 0027383168 scopus 로고
    • Beyond opportunism: Key principles for systematic reserve selection
    • Pressey, R.L. et al., 1993. Beyond opportunism: key principles for systematic reserve selection. Trends in Ecology and Evolution, 8 (4), 124-128.
    • (1993) Trends In Ecology and Evolution , vol.8 , Issue.4 , pp. 124-128
    • Pressey, R.L.1
  • 42
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team, ed. Vienna, Austria: R Foundation for Statistical Computing
    • R Development Core Team, 2009. R: a language and environment for statistical computing. 2.9.0, ed. Vienna, Austria: R Foundation for Statistical Computing.
    • (2009) R: A language and environment for statistical computing. 2.9.0
  • 43
    • 0242573339 scopus 로고    scopus 로고
    • Geographical sampling bias and its implications for conservation priorities in Africa
    • Reddy, S. and Dávalos, L.M., 2003. Geographical sampling bias and its implications for conservation priorities in Africa. Journal of Biogeography, 30, 1719-1727.
    • (2003) Journal of Biogeography , vol.30 , pp. 1719-1727
    • Reddy, S.1    Dávalos, L.M.2
  • 44
    • 33846451439 scopus 로고    scopus 로고
    • Identifying recorder-induced geographic bias in an Iberian butterfly database
    • Romo, H., García-Barros, E., and Lobo, J.M., 2006. Identifying recorder-induced geographic bias in an Iberian butterfly database. Ecography, 29, 873-885.
    • (2006) Ecography , vol.29 , pp. 873-885
    • Romo, H.1    García-Barros, E.2    Lobo, J.M.3
  • 45
    • 0036468622 scopus 로고    scopus 로고
    • Effects of sample size on accuracy of species distribution models
    • Stockwell, D.R.B. and Peterson, A.T., 2002. Effects of sample size on accuracy of species distribution models. Ecological Modelling, 148 (1), 1-13.
    • (2002) Ecological Modelling , vol.148 , Issue.1 , pp. 1-13
    • Stockwell, D.R.B.1    Peterson, A.T.2
  • 46
    • 0036786240 scopus 로고    scopus 로고
    • Large-scale habitat selection by agricultural steppe birds in Spain: Identifying species-habitat responses using generalized additive models
    • Suárez-Seoane, S., Osborne, P.E., and Alonso, J.C., 2002. Large-scale habitat selection by agricultural steppe birds in Spain: identifying species-habitat responses using generalized additive models. Journal of Applied Ecology, 39, 755-771.
    • (2002) Journal of Applied Ecology , vol.39 , pp. 755-771
    • Suárez-Seoane, S.1    Osborne, P.E.2    Alonso, J.C.3
  • 48
    • 9244240843 scopus 로고    scopus 로고
    • Spatial patterns in species distributions reveal biodiversity change
    • Wilson, R.J. et al., 2004. Spatial patterns in species distributions reveal biodiversity change. Nature, 432, 393-396.
    • (2004) Nature , vol.432 , pp. 393-396
    • Wilson, R.J.1
  • 49
    • 4644362931 scopus 로고    scopus 로고
    • Sensitivity of conservation planning to different approaches to using predicted species distribution data
    • Wilson, K.A. et al., 2005. Sensitivity of conservation planning to different approaches to using predicted species distribution data. Biological Conservation, 122, 99-112.
    • (2005) Biological Conservation , vol.122 , pp. 99-112
    • Wilson, K.A.1
  • 50
    • 49249098476 scopus 로고    scopus 로고
    • Effects of sample size on the performance of species distribution models
    • Wisz, M.S. et al., 2008. Effects of sample size on the performance of species distribution models. Diversity and Distributions, 14, 763-773.
    • (2008) Diversity and Distributions , vol.14 , pp. 763-773
    • Wisz, M.S.1


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