메뉴 건너뛰기




Volumn 8, Issue 8, 2013, Pages

Novel Three-Step Pseudo-Absence Selection Technique for Improved Species Distribution Modelling

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; AEDES ALBOPICTUS; ARTICLE; ECOLOGY; ENVIRONMENT; GEOGRAPHY; HABITAT; PREDICTION; PSEUDO ABSENCE SELECTION; SENSITIVITY AND SPECIFICITY; SPECIES DISTRIBUTION; WESTERN CORN ROOTWORM; WORM;

EID: 84881489410     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0071218     Document Type: Article
Times cited : (177)

References (79)
  • 1
    • 84864255928 scopus 로고    scopus 로고
    • Uses and misuses of bioclimatic envelope modelling
    • Araújo MB, Peterson AT, (2012) Uses and misuses of bioclimatic envelope modelling. Ecology 93: 1527-1539.
    • (2012) Ecology , vol.93 , pp. 1527-1539
    • Araújo, M.B.1    Peterson, A.T.2
  • 2
    • 54049102026 scopus 로고    scopus 로고
    • Not as good as they seem: the importance of concepts in species distribution modelling
    • Jiménez-Valverde A, Lobo JM, Hortal J, (2008) Not as good as they seem: the importance of concepts in species distribution modelling. Diversity and Distributions 14: 885-890.
    • (2008) Diversity and Distributions , vol.14 , pp. 885-890
    • Jiménez-Valverde, A.1    Lobo, J.M.2    Hortal, J.3
  • 3
  • 4
    • 77953929268 scopus 로고    scopus 로고
    • The uncertain nature of absences and their importance in species distribution modelling
    • Lobo JM, Jiménez-Valverde A, Hortal J, (2010) The uncertain nature of absences and their importance in species distribution modelling. Ecography 33: 103-114.
    • (2010) Ecography , vol.33 , pp. 103-114
    • Lobo, J.M.1    Jiménez-Valverde, A.2    Hortal, J.3
  • 5
    • 33748547836 scopus 로고    scopus 로고
    • Uses and Requirements of Ecological Niche Models and Related Distributional Models
    • Peterson AT, (2006) Uses and Requirements of Ecological Niche Models and Related Distributional Models. Biodiversity Informatics 3: 59-72.
    • (2006) Biodiversity Informatics , vol.3 , pp. 59-72
    • Peterson, A.T.1
  • 6
    • 62149086187 scopus 로고    scopus 로고
    • Mechanistic niche modelling: combining physiological and spatial data to predict species' ranges
    • Kearney M, Porter W, (2009) Mechanistic niche modelling: combining physiological and spatial data to predict species' ranges. Ecology Letters 12: 334.
    • (2009) Ecology Letters , vol.12 , pp. 334
    • Kearney, M.1    Porter, W.2
  • 7
    • 65649090595 scopus 로고    scopus 로고
    • Do pseudo-absence selection strategies influence species distribution models and their predictions? An information-theoretic approach based on simulated data
    • Wisz M, Guisan A, (2009) Do pseudo-absence selection strategies influence species distribution models and their predictions? An information-theoretic approach based on simulated data. BMC Ecology 9: 8.
    • (2009) BMC Ecology , vol.9 , pp. 8
    • Wisz, M.1    Guisan, A.2
  • 8
    • 22544451955 scopus 로고    scopus 로고
    • Interpretation of models of fundamental ecological niches and species' distriputional areas
    • Soberon J, Peterson AT, (2005) Interpretation of models of fundamental ecological niches and species' distriputional areas. Biodiversity Informatics 2: 1-10.
    • (2005) Biodiversity Informatics , vol.2 , pp. 1-10
    • Soberon, J.1    Peterson, A.T.2
  • 9
    • 0003337955 scopus 로고    scopus 로고
    • Ecological-Niche factor analysis: How to compute habitat-suitability maps without absence data?
    • Hirzel AH, Hausser J, Chessel D, Perrin N, (2002) Ecological-Niche factor analysis: How to compute habitat-suitability maps without absence data? Ecology 83: 2027.
    • (2002) Ecology , vol.83 , pp. 2027
    • Hirzel, A.H.1    Hausser, J.2    Chessel, D.3    Perrin, N.4
  • 11
    • 0022844845 scopus 로고
    • A biogeoclimatic analysis of Nothofagus cunninghamii (Hook.) Oerst. in southeastern Australia
    • Busby JR, (1986) A biogeoclimatic analysis of Nothofagus cunninghamii (Hook.) Oerst. in southeastern Australia. Australian Journal of Ecology 11: 1-7.
    • (1986) Australian Journal of Ecology , vol.11 , pp. 1-7
    • Busby, J.R.1
  • 12
    • 0027130075 scopus 로고
    • DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals
    • Carpenter G, Gillison AN, inter JW, (1993) DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals. Biodiversity and Conservation 2: 667-680.
    • (1993) Biodiversity and Conservation , vol.2 , pp. 667-680
    • Carpenter, G.1    Gillison, A.N.2    Inter, J.W.3
  • 13
    • 83055179750 scopus 로고    scopus 로고
    • Can we model the probability of presence of species without absence data?
    • Li W, Guo Q, Elkan C, (2011) Can we model the probability of presence of species without absence data? Ecography 34: 1096-1105.
    • (2011) Ecography , vol.34 , pp. 1096-1105
    • Li, W.1    Guo, Q.2    Elkan, C.3
  • 14
    • 41449100102 scopus 로고    scopus 로고
    • Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
    • Phillips SJ, 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
  • 15
    • 33645917058 scopus 로고    scopus 로고
    • Novel methods improve prediction of species; distributions from occurance data
    • Elith J, Graham CH, Anderson RP, Dudik M, Ferrier S, et al. (2006) Novel methods improve prediction of species; distributions from occurance data. Ecography 29: 129-151.
    • (2006) Ecography , vol.29 , pp. 129-151
    • Elith, J.1    Graham, C.H.2    Anderson, R.P.3    Dudik, M.4    Ferrier, S.5
  • 17
    • 84864054509 scopus 로고    scopus 로고
    • Ensemble forecasting of potential habitat for three invasive fishes
    • Poulos HM, Chernoff B, Fuller PL, Butman D, (2012) Ensemble forecasting of potential habitat for three invasive fishes. Aquatic Invasions 7: 59-72.
    • (2012) Aquatic Invasions , vol.7 , pp. 59-72
    • Poulos, H.M.1    Chernoff, B.2    Fuller, P.L.3    Butman, D.4
  • 18
    • 34247359908 scopus 로고    scopus 로고
    • Predicting species distributions from museum and herbarium records using multiresponse models fitted with multivariate adaptive regression splines
    • Elith J, 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
  • 19
    • 0035891825 scopus 로고    scopus 로고
    • Assessing habitat-suitability models with a virtual species
    • Hirzel, A H, Heifer V, Metral F, (2001) Assessing habitat-suitability models with a virtual species. Ecological Modelling 145: 111-121.
    • (2001) Ecological Modelling , vol.145 , pp. 111-121
    • Hirzel, A.H.1    Heifer, V.2    Metral, F.3
  • 20
    • 0037202451 scopus 로고    scopus 로고
    • Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns
    • Zaniewski AE, Lehmann A, Overton JM, (2002) Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns. Ecological Modelling 157: 261-280.
    • (2002) Ecological Modelling , vol.157 , pp. 261-280
    • Zaniewski, A.E.1    Lehmann, A.2    Overton, J.M.3
  • 21
    • 84880039900 scopus 로고    scopus 로고
    • Inference from presence-only data; the ongoing controversy
    • Hastie T, Fithian W (2013) Inference from presence-only data; the ongoing controversy. Ecography: 864-867.
    • (2013) Ecography , pp. 864-867
    • Hastie, T.1    Fithian, W.2
  • 22
    • 3042679203 scopus 로고    scopus 로고
    • Presence-absence versus presence-only modelling methods for predicting bird habitat suitability
    • Brotons L, Thuiller W, Araújo MB, Hirzel AH, (2004) Presence-absence versus presence-only modelling methods for predicting bird habitat suitability. Ecography 27: 437-448.
    • (2004) Ecography , vol.27 , pp. 437-448
    • Brotons, L.1    Thuiller, W.2    Araújo, M.B.3    Hirzel, A.H.4
  • 23
    • 85096855936 scopus 로고    scopus 로고
    • One-class svms for document classification
    • Manevitz LM, Yousef M, (2002) One-class svms for document classification. J Mach Learn Res 2: 139-154.
    • (2002) J Mach Learn Res , vol.2 , pp. 139-154
    • Manevitz, L.M.1    Yousef, M.2
  • 24
    • 58849160847 scopus 로고    scopus 로고
    • Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know?
    • VanDerWal J, Shoo Luke P, Graham C, Williams Stephen E, (2009) Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know? Ecological Modelling 220: 589-594.
    • (2009) Ecological Modelling , vol.220 , pp. 589-594
    • VanDerWal, J.1    Shoo Luke, P.2    Graham, C.3    Williams Stephen, E.4
  • 25
    • 37349009227 scopus 로고    scopus 로고
    • Assessing the effects of Pseudo-absence on predictive distribution model performance
    • Chefaoui RM, Lobo JM, (2008) Assessing the effects of Pseudo-absence on predictive distribution model performance. Ecological Modelling 210: 478-486.
    • (2008) Ecological Modelling , vol.210 , pp. 478-486
    • Chefaoui, R.M.1    Lobo, J.M.2
  • 26
    • 79952680020 scopus 로고    scopus 로고
    • Poisson point process models solve the "pseudo-absence problem" for presence-only data in ecology
    • Warton DI, Shepherd LC, (2010) Poisson point process models solve the "pseudo-absence problem" for presence-only data in ecology. Ann Appl Stat 4: 1383-1402.
    • (2010) Ann Appl Stat , vol.4 , pp. 1383-1402
    • Warton, D.I.1    Shepherd, L.C.2
  • 27
    • 33745684916 scopus 로고    scopus 로고
    • The ghost of past species occurrence: improving species distribution models for presence-only data
    • LÜTolf M, Kienast F, Guisan A, (2006) The ghost of past species occurrence: improving species distribution models for presence-only data. Journal of Applied Ecology 43: 802-815.
    • (2006) Journal of Applied Ecology , vol.43 , pp. 802-815
    • LÜTolf, M.1    Kienast, F.2    Guisan, A.3
  • 29
    • 1942456846 scopus 로고    scopus 로고
    • An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo-absence data
    • Engler R, Guisan A, Rechsteiner L, (2004) An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo-absence data. Journal of Applied Ecology 41: 263-274.
    • (2004) Journal of Applied Ecology , vol.41 , pp. 263-274
    • Engler, R.1    Guisan, A.2    Rechsteiner, L.3
  • 30
    • 33644822017 scopus 로고    scopus 로고
    • Environmental and geographical factors affecting the Iberian distribution of flightless Jekelius species (Coleoptera: Geotrupidae)
    • Lobo JM, Verdú JR, Numa C, (2006) Environmental and geographical factors affecting the Iberian distribution of flightless Jekelius species (Coleoptera: Geotrupidae). Diversity and Distributions 12: 179-188.
    • (2006) Diversity and Distributions , vol.12 , pp. 179-188
    • Lobo, J.M.1    Verdú, J.R.2    Numa, C.3
  • 31
    • 0037301478 scopus 로고    scopus 로고
    • Assessment of alternative approaches for bioclimatic modeling with special emphasis on the Mahalanobis distance
    • Farber O, Kadmon R, (2003) Assessment of alternative approaches for bioclimatic modeling with special emphasis on the Mahalanobis distance. Ecological Modelling 160: 115-130.
    • (2003) Ecological Modelling , vol.160 , pp. 115-130
    • Farber, O.1    Kadmon, R.2
  • 32
    • 76449117602 scopus 로고    scopus 로고
    • A Practical Guide to Geostatistical Mapping. Open Access Publication
    • Hengl T, (2009) A Practical Guide to Geostatistical Mapping. Open Access Publication. Available: http://spatial-analyst.net/book/system/files/Hengl_2009_GEOSTATe2c1w.pdf Accessed 2012 April 15: 291.
    • (2009) , vol.15 , pp. 291
    • Hengl, T.1
  • 33
    • 79954498960 scopus 로고    scopus 로고
    • Climatic Factors Driving Invasion of the Tiger Mosquito (Aedes albopictus) into New Areas of Trentino, Northern Italy
    • Roiz D, Neteler M, Castellani C, Arnoldi D, Rizzoli A, (2011) Climatic Factors Driving Invasion of the Tiger Mosquito (Aedes albopictus) into New Areas of Trentino, Northern Italy. PLoS ONE 6: e14800.
    • (2011) PLoS ONE , vol.6
    • Roiz, D.1    Neteler, M.2    Castellani, C.3    Arnoldi, D.4    Rizzoli, A.5
  • 34
    • 4644242740 scopus 로고    scopus 로고
    • Critical review of the vector status of Aedes albopictus
    • Gratz NG, (2004) Critical review of the vector status of Aedes albopictus. Medical and Veterinary Entomology 18: 215-227.
    • (2004) Medical and Veterinary Entomology , vol.18 , pp. 215-227
    • Gratz, N.G.1
  • 35
    • 0346792723 scopus 로고    scopus 로고
    • Dispersal of Aedes aegypti and Aedes albopictus (Diptera: Culicidae) in an urban endemic dengue area in the State of Rio de Janeiro, Brazil
    • Honório NA, Silva WdC, Leite PJ, Gonçalves JM, Lounibos LP, et al. (2003) Dispersal of Aedes aegypti and Aedes albopictus (Diptera: Culicidae) in an urban endemic dengue area in the State of Rio de Janeiro, Brazil. Memórias do Instituto Oswaldo Cruz 98: 191-198.
    • (2003) Memórias Do Instituto Oswaldo Cruz , vol.98 , pp. 191-198
    • Honório, N.A.1    Silva, W.D.C.2    Leite, P.J.3    Gonçalves, J.M.4    Lounibos, L.P.5
  • 36
    • 0002680470 scopus 로고
    • Study of migratory flight in the Western Corn Rootworm (Coleoptera: Chrysomelidae)
    • Coats SA, Tollefson JJ, Mutchmor JA (1986) Study of migratory flight in the Western Corn Rootworm (Coleoptera: Chrysomelidae). Environmental Entomology 15.
    • (1986) Environmental Entomology , vol.15
    • Coats, S.A.1    Tollefson, J.J.2    Mutchmor, J.A.3
  • 37
    • 49249097860 scopus 로고    scopus 로고
    • Invasion of Europe by the western corn rootworm, Diabrotica virgifera virgifera: multiple transatlantic introductions with various reductions of genetic diversity
    • Ciosi M, Miller NJ, Kim KS, Giordano R, Estoups A, et al. (2008) Invasion of Europe by the western corn rootworm, Diabrotica virgifera virgifera: multiple transatlantic introductions with various reductions of genetic diversity. Molecular Ecology 17: 3622-3625.
    • (2008) Molecular Ecology , vol.17 , pp. 3622-3625
    • Ciosi, M.1    Miller, N.J.2    Kim, K.S.3    Giordano, R.4    Estoups, A.5
  • 38
    • 1842866344 scopus 로고    scopus 로고
    • Predicting the temprature-dependent natural population expansion of the western corn rootworm, Diabrotica virgifera
    • Henmerik L, Busstra C, Mols P, (2004) Predicting the temprature-dependent natural population expansion of the western corn rootworm, Diabrotica virgifera. Entomologia Expermimentalis et Applicata 111: 59-69.
    • (2004) Entomologia Expermimentalis Et Applicata , vol.111 , pp. 59-69
    • Henmerik, L.1    Busstra, C.2    Mols, P.3
  • 39
    • 27744569906 scopus 로고    scopus 로고
    • Muliple transatlantic introductions of the western corn rootworm
    • Miller N, Estoup A, Toepfer S, Bourguet D, Lapchin L, et al. (2005) Muliple transatlantic introductions of the western corn rootworm. Science 310: 992.
    • (2005) Science , vol.310 , pp. 992
    • Miller, N.1    Estoup, A.2    Toepfer, S.3    Bourguet, D.4    Lapchin, L.5
  • 40
    • 7744234201 scopus 로고    scopus 로고
    • Do alternative host plants enhance the invasion of maize pest Diabrotica virgifera virgifera (coleoptera: Chrysomelidae, Galerucinae) in Europe
    • Moeser J, Vidal S (2004) Do alternative host plants enhance the invasion of maize pest Diabrotica virgifera virgifera (coleoptera: Chrysomelidae, Galerucinae) in Europe. Environmental Entomology 33: 1170, 1174-1176.
    • (2004) Environmental Entomology , vol.33 , Issue.1170 , pp. 1174-1176
    • Moeser, J.1    Vidal, S.2
  • 41
    • 0242667925 scopus 로고    scopus 로고
    • Does landscape diversity slow the spread of rotation-resistant Western Corn Rootworm (Coleoptera: Chyrysomelidae)?
    • Onstad DW, Crwoder DW, Isard SA, Levine E, Spencer JL, et al. (2003) Does landscape diversity slow the spread of rotation-resistant Western Corn Rootworm (Coleoptera: Chyrysomelidae)? Environmental Entomology 32: 992-1001.
    • (2003) Environmental Entomology , vol.32 , pp. 992-1001
    • Onstad, D.W.1    Crwoder, D.W.2    Isard, S.A.3    Levine, E.4    Spencer, J.L.5
  • 42
    • 33750609718 scopus 로고    scopus 로고
    • Adult movements of newly introduced alien Diabrotica virgifera virgifera (Coleoptera: Chrysomelidae) from non-host habitats
    • Toepfer S, Levay N, Kiss J, (2006) Adult movements of newly introduced alien Diabrotica virgifera virgifera (Coleoptera: Chrysomelidae) from non-host habitats. Bulletin of Entomological Research 96: 327-335.
    • (2006) Bulletin of Entomological Research , vol.96 , pp. 327-335
    • Toepfer, S.1    Levay, N.2    Kiss, J.3
  • 43
    • 84881515365 scopus 로고    scopus 로고
    • Available: Accessed 2011 May 4
    • Hijmans RJ, Cameron S, Parra J (2005) BIOCLIM. Available: http://www.worldclim.org/bioclim Accessed 2011 May 4.
    • (2005) BIOCLIM
    • Hijmans, R.J.1    Cameron, S.2    Parra, J.3
  • 45
    • 84881532311 scopus 로고    scopus 로고
    • EOS data products handbook
    • NASA-GSFC, In: Parkinson CL, Greenstone R, editors, Available: Accessed 2010 Dec 22
    • NASA-GSFC (2000) EOS data products handbook. In: Parkinson CL, Greenstone R, editors. Greenbelt, Maryland: National Aeronautics and Space Administration (NASA) Goddard Space Flight Center. Available: http://eospso.gsfc.nasa.gov/ftp_docs/data_products_vol2.pdf Accessed 2010 Dec 22.
    • (2000) Greenbelt, Maryland: National Aeronautics and Space Administration (NASA) Goddard Space Flight Center
  • 46
    • 84881505872 scopus 로고    scopus 로고
    • GTOPO30
    • EROS, editor. Sioux Falls. Available: Accessed 2012 Jan 22
    • EROS (1996) GTOPO30. In: Center ED, editor. Sioux Falls. Available: http://eros.usgs.gov/#/Find_Data/Products_and_Data_Available/gtopo30_info Accessed 2012 Jan 22.
    • (1996) Center ED
  • 51
    • 33749677657 scopus 로고    scopus 로고
    • Unbiased recursive partitioning: A conditional inference framework
    • Hothorn T, Hornik K, Zeileis A, (2006) Unbiased recursive partitioning: A conditional inference framework. J of Comput Graph Stat 15: 651-674.
    • (2006) J of Comput Graph Stat , vol.15 , pp. 651-674
    • Hothorn, T.1    Hornik, K.2    Zeileis, A.3
  • 56
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman L, (2001) Random Forests. Machine Learning 45: 5-32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 57
    • 34247548344 scopus 로고    scopus 로고
    • Threshold criteria for conversion of probability of species presence to either-or presence-absence
    • Jiménez-Valverde A, Lobo JM, (2007) Threshold criteria for conversion of probability of species presence to either-or presence-absence. Acta Oecologica 31: 361-369.
    • (2007) Acta Oecologica , vol.31 , pp. 361-369
    • Jiménez-Valverde, A.1    Lobo, J.M.2
  • 58
    • 0034770214 scopus 로고    scopus 로고
    • Evaluating presence-absence models in ecology: the need to account for prevalence
    • Manel S, Williams HC, Ormerod SJ, (2001) Evaluating presence-absence models in ecology: the need to account for prevalence. Journal of Applied Ecology 38: 921-931.
    • (2001) Journal of Applied Ecology , vol.38 , pp. 921-931
    • Manel, S.1    Williams, H.C.2    Ormerod, S.J.3
  • 59
    • 84863304598 scopus 로고    scopus 로고
    • R Core Team, Vienna, Austria: R Foundation for Statistical Computing.Available: 2012 Oct 29
    • R Core Team (2012) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.Available: http://www.R-project.org/Accessed 2012 Oct 29.
    • (2012) R: A language and environment for statistical computing
  • 65
    • 33746454738 scopus 로고    scopus 로고
    • klaR Analyzing german business cycles
    • In: Baier D, Decker R, Schmidt-thieme L, editors, Berlin: Springer-Verlag
    • Weihs C, Ligges U, Luebke K, Raabe N (2005) klaR Analyzing german business cycles. In: Baier D, Decker R, Schmidt-thieme L, editors. Data analysis and decision support. Berlin: Springer-Verlag. 335-343.
    • (2005) Data analysis and decision support , pp. 335-343
    • Weihs, C.1    Ligges, U.2    Luebke, K.3    Raabe, N.4
  • 66
    • 49849092907 scopus 로고    scopus 로고
    • Simultaneous inference in general parametric models
    • Hothorn T, Bretz F, Westfall P, (2008) Simultaneous inference in general parametric models. biometrical journal 50: 346-363.
    • (2008) Biometrical Journal , vol.50 , pp. 346-363
    • Hothorn, T.1    Bretz, F.2    Westfall, P.3
  • 69
  • 70
    • 84875379930 scopus 로고    scopus 로고
    • MathWorks, 7.12.0.635 ed. Massachusetts: The MathWorks Inc. Available: Accessed 2012 Jun 13
    • MathWorks (2011) MATLAB. 7.12.0.635 ed. Massachusetts: The MathWorks Inc. Available: http://www.mathworks.com.au Accessed 2012 Jun 13.
    • (2011) MATLAB
  • 71
    • 84881499136 scopus 로고    scopus 로고
    • ESRI, 10.0 ed. Redlands, CA: Environmental Systems Research Institute. Available: 2011 May 02
    • ESRI (2010) ArcMap. 10.0 ed. Redlands, CA: Environmental Systems Research Institute. Available: http://www.esri.com/Accessed 2011 May 02.
    • (2010) ArcMap
  • 72
    • 4744352914 scopus 로고    scopus 로고
    • Effects of restricting environmental range of data to project current and future species distributions
    • Thuiller W, Brotons L, Araújo MB, Lavorel S, (2004) Effects of restricting environmental range of data to project current and future species distributions. Ecography 27: 165-172.
    • (2004) Ecography , vol.27 , pp. 165-172
    • Thuiller, W.1    Brotons, L.2    Araújo, M.B.3    Lavorel, S.4
  • 73
    • 14544301047 scopus 로고    scopus 로고
    • Exotic mosquitoes in New Zealand: a review of species intercepted, their pathways and ports of entry
    • Derraik JGB, (2004) Exotic mosquitoes in New Zealand: a review of species intercepted, their pathways and ports of entry. Australian and New Zealand Journal of Public Health 28: 433-444.
    • (2004) Australian and New Zealand Journal of Public Health , vol.28 , pp. 433-444
    • Derraik, J.G.B.1
  • 74
    • 72449202644 scopus 로고    scopus 로고
    • Niche shifts during the global invasion of the Asian tiger mosquito, Aedes albopictus Skuse (Culicidae), revealed by reciprocal distribution models
    • Medley KA, (2009) Niche shifts during the global invasion of the Asian tiger mosquito, Aedes albopictus Skuse (Culicidae), revealed by reciprocal distribution models. Global Ecology and Biogeography 19: 122-133.
    • (2009) Global Ecology and Biogeography , vol.19 , pp. 122-133
    • Medley, K.A.1
  • 75
    • 77949552377 scopus 로고    scopus 로고
    • Dibrotica virgifera virgifera LeConte in confrontation mood: simultaneous geographical and host spectrum expansion in southeastern Slovenia
    • Hummel HE, Dinnesen S, Nedelev T, Modic S, Urek G, et al. (2008) Dibrotica virgifera virgifera LeConte in confrontation mood: simultaneous geographical and host spectrum expansion in southeastern Slovenia. MittDtsch GesAllg Ent 16: 127-128.
    • (2008) MittDtsch GesAllg Ent , vol.16 , pp. 127-128
    • Hummel, H.E.1    Dinnesen, S.2    Nedelev, T.3    Modic, S.4    Urek, G.5
  • 78
    • 60249084749 scopus 로고    scopus 로고
    • Components of uncertainity in species distribution analysis: A case study of the Great Grey Shrike
    • Dormann CF, Purschke O, Marquez JRG, Lautenbach S, Schroder B, (2008) Components of uncertainity in species distribution analysis: A case study of the Great Grey Shrike. Ecology 89: 3371-3386.
    • (2008) Ecology , vol.89 , pp. 3371-3386
    • Dormann, C.F.1    Purschke, O.2    Marquez, J.R.G.3    Lautenbach, S.4    Schroder, B.5
  • 79
    • 73949141293 scopus 로고    scopus 로고
    • Species Distribution Models: Ecological Explanation and Prediction Across Space and Time
    • Elith J, Leathwick JR, (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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.