메뉴 건너뛰기




Volumn 207, Issue 2-4, 2007, Pages 159-170

Analyzing spatial autocorrelation in species distributions using Gaussian and logit models

Author keywords

Clustered binary data; Generalized estimating equations; Logistic regression; Macroecological method; Moran's I; Spatial autocorrelation

Indexed keywords

AUTOCORRELATION; COMPUTER SIMULATION; DATA REDUCTION; ECOLOGY; GAUSSIAN DISTRIBUTION; PLANTS (BOTANY);

EID: 34548407838     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2007.04.024     Document Type: Article
Times cited : (102)

References (49)
  • 1
    • 0029089463 scopus 로고
    • A generalized estimating equations approach for spatially correlated binary data: applications to the analysis of neuroimaging data
    • Albert P.S., and McShane L.M. A generalized estimating equations approach for spatially correlated binary data: applications to the analysis of neuroimaging data. Biometrics 51 (1995) 627-638
    • (1995) Biometrics , vol.51 , pp. 627-638
    • Albert, P.S.1    McShane, L.M.2
  • 2
    • 0002018653 scopus 로고    scopus 로고
    • Spatial dependence in linear regression models with an introduction to spatial econometrics
    • Ullah A., and Giles D. (Eds), Marcel Dekker, New York
    • Anselin L., and Bera A.K. Spatial dependence in linear regression models with an introduction to spatial econometrics. In: Ullah A., and Giles D. (Eds). Handbook of Applied Economic Statistics (1998), Marcel Dekker, New York 237-289
    • (1998) Handbook of Applied Economic Statistics , pp. 237-289
    • Anselin, L.1    Bera, A.K.2
  • 4
    • 0030456329 scopus 로고    scopus 로고
    • An autologistic model for the spatial distribution of wildlife
    • Augustin N.H., Mugglestone M.A., and Buckland S.T. An autologistic model for the spatial distribution of wildlife. J. Appl. Ecol. 33 (1996) 339-347
    • (1996) J. Appl. Ecol. , vol.33 , pp. 339-347
    • Augustin, N.H.1    Mugglestone, M.A.2    Buckland, S.T.3
  • 6
    • 28344449679 scopus 로고
    • Bayesian image restoration with two applications in spatial statistics (with discussion)
    • Besag J., York J., and Mollié A. Bayesian image restoration with two applications in spatial statistics (with discussion). Ann. Inst. Stat. Math. 43 (1991) 1-59
    • (1991) Ann. Inst. Stat. Math. , vol.43 , pp. 1-59
    • Besag, J.1    York, J.2    Mollié, A.3
  • 7
    • 34548394921 scopus 로고    scopus 로고
    • Bivand, R., et al., 2006. spdep: spatial dependence: weighting schemes, statistics and models. R package version 0.3-32.
  • 8
    • 34548406366 scopus 로고    scopus 로고
    • Carey, V. J., 2006. Ported to R by Thomas Lumley (versions 3.13, 4.4, version 4.13)., B. R. gee: Generalized Estimation Equation solver. R package version 4.13-11.
  • 10
    • 0026001780 scopus 로고
    • Energy and large-scale patterns of animal-species and plant-species richness
    • Currie D.J. Energy and large-scale patterns of animal-species and plant-species richness. Am. Nat. 137 (1991) 27-49
    • (1991) Am. Nat. , vol.137 , pp. 27-49
    • Currie, D.J.1
  • 12
    • 2342639070 scopus 로고    scopus 로고
    • The biogeography of invasive alien plants in california: an application of gis and spatial regression analysis
    • Dark S.J. The biogeography of invasive alien plants in california: an application of gis and spatial regression analysis. Diver. Distrib. 10 (2004) 1-9
    • (2004) Diver. Distrib. , vol.10 , pp. 1-9
    • Dark, S.J.1
  • 14
    • 0037277941 scopus 로고    scopus 로고
    • Spatial autocorrelation and red herrings in geographical ecology
    • Diniz-Filho J.A.F., Bini L.M., and Hawkins B.A. Spatial autocorrelation and red herrings in geographical ecology. Global Ecol. Biogeogr. 12 (2003) 53-64
    • (2003) Global Ecol. Biogeogr. , vol.12 , pp. 53-64
    • Diniz-Filho, J.A.F.1    Bini, L.M.2    Hawkins, B.A.3
  • 16
    • 8644223252 scopus 로고    scopus 로고
    • Extinction and endemism in the new zealand avifauna
    • Duncan R.P., and Blackburn T.M. Extinction and endemism in the new zealand avifauna. Global Ecol. Biogeogr. 13 (2004) 509-517
    • (2004) Global Ecol. Biogeogr. , vol.13 , pp. 509-517
    • Duncan, R.P.1    Blackburn, T.M.2
  • 17
    • 0027286249 scopus 로고
    • Modifying the t test for assessing the correlation between two spatial processes
    • Dutilleul P. Modifying the t test for assessing the correlation between two spatial processes. Biometrics 49 (1993) 305-314
    • (1993) Biometrics , vol.49 , pp. 305-314
    • Dutilleul, P.1
  • 18
    • 0001185342 scopus 로고    scopus 로고
    • A generalized linear model approach to spatial data analysis and prediction
    • Gotway C.A., and Stroup W.W. A generalized linear model approach to spatial data analysis and prediction. J. Agric. Biol. Environ. Stat. 2 2 (1997) 157-178
    • (1997) J. Agric. Biol. Environ. Stat. , vol.2 , Issue.2 , pp. 157-178
    • Gotway, C.A.1    Stroup, W.W.2
  • 19
    • 0033951640 scopus 로고    scopus 로고
    • Logistic regression for southern pine beetle outbreaks with spatial and temporal autocorrelation
    • Gumpertz M.L., Wu C., and Pye J.M. Logistic regression for southern pine beetle outbreaks with spatial and temporal autocorrelation. Forest Sci. 46 1 (2000) 95-107
    • (2000) Forest Sci. , vol.46 , Issue.1 , pp. 95-107
    • Gumpertz, M.L.1    Wu, C.2    Pye, J.M.3
  • 24
    • 36749077029 scopus 로고    scopus 로고
    • Kissling, W., Carl, G. Spatial autocorrelation and the selection of simultaneous autoregressive models. Global Ecol. Biogeogr., in press, doi:10.1111/j.1466-8238.2007.00334.x.
  • 25
    • 0002971461 scopus 로고    scopus 로고
    • Chorologisch-ökologische Auswertungen der Daten der floristischen Kartierung Deutschlands
    • Korsch H. Chorologisch-ökologische Auswertungen der Daten der floristischen Kartierung Deutschlands. Schriftenreihe für Vegetationskunde 30 (1999) 1-200
    • (1999) Schriftenreihe für Vegetationskunde , vol.30 , pp. 1-200
    • Korsch, H.1
  • 26
    • 33846039745 scopus 로고    scopus 로고
    • Incorporating spatial autocorrelation may invert observed patterns
    • Kühn I. Incorporating spatial autocorrelation may invert observed patterns. Diver. Distrib. 13 (2007) 66-69
    • (2007) Diver. Distrib. , vol.13 , pp. 66-69
    • Kühn, I.1
  • 27
    • 33747585561 scopus 로고    scopus 로고
    • Relating geographical variation in pollination types to environmental and spatial factors using novel statistical methods
    • Kühn I., Bierman S.M., Durka W., and Klotz S. Relating geographical variation in pollination types to environmental and spatial factors using novel statistical methods. New Phytol. 172 (2006) 127-139
    • (2006) New Phytol. , vol.172 , pp. 127-139
    • Kühn, I.1    Bierman, S.M.2    Durka, W.3    Klotz, S.4
  • 28
    • 0027881344 scopus 로고
    • Spatial autocorrelation-trouble or new paradigm
    • Legendre P. Spatial autocorrelation-trouble or new paradigm. Ecology 74 (1993) 1659-1673
    • (1993) Ecology , vol.74 , pp. 1659-1673
    • Legendre, P.1
  • 29
    • 0036779390 scopus 로고    scopus 로고
    • The consequences of spatial structure for the design and analysis of ecological field surveys
    • Legendre P., Dale M.R.T., Fortin M.J., Gurevitch J., Hohn M., and Myers D. The consequences of spatial structure for the design and analysis of ecological field surveys. Ecography 25 (2002) 601-615
    • (2002) Ecography , vol.25 , pp. 601-615
    • Legendre, P.1    Dale, M.R.T.2    Fortin, M.J.3    Gurevitch, J.4    Hohn, M.5    Myers, D.6
  • 30
    • 0034028569 scopus 로고    scopus 로고
    • Red-shifts and red herrings in geographical ecology
    • Lennon J.J. Red-shifts and red herrings in geographical ecology. Ecography 23 (2000) 101-113
    • (2000) Ecography , vol.23 , pp. 101-113
    • Lennon, J.J.1
  • 31
    • 0142134201 scopus 로고    scopus 로고
    • Invasibility of plankton food webs along a trophic state gradient
    • Lennon J.T., Smith V.H., and Dzialowski A.R. Invasibility of plankton food webs along a trophic state gradient. Oikos 103 (2003) 191-203
    • (2003) Oikos , vol.103 , pp. 191-203
    • Lennon, J.T.1    Smith, V.H.2    Dzialowski, A.R.3
  • 32
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K.Y., and Zeger S.L. Longitudinal data analysis using generalized linear models. Biometrica 73 (1986) 13-22
    • (1986) Biometrica , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 33
    • 0036707171 scopus 로고    scopus 로고
    • Spatial autocorrelation and autoregressive models in ecology
    • Lichstein J.W., Simons T.R., Shriner S.A., and Franzreb K.E. Spatial autocorrelation and autoregressive models in ecology. Ecol. Monogr. 72 3 (2002) 445-463
    • (2002) Ecol. Monogr. , vol.72 , Issue.3 , pp. 445-463
    • Lichstein, J.W.1    Simons, T.R.2    Shriner, S.A.3    Franzreb, K.E.4
  • 34
    • 34548440179 scopus 로고    scopus 로고
    • Xlispstat tools for building gee models
    • Lumley T. Xlispstat tools for building gee models. J. Stat. Software 1 (1996)
    • (1996) J. Stat. Software , vol.1
    • Lumley, T.1
  • 35
    • 28244499981 scopus 로고    scopus 로고
    • Uncertainty of bioclimate envelope models based on the geographical distribution of species
    • Luoto M., Poyry J., Heikkinen R.K., and Saarinen K. Uncertainty of bioclimate envelope models based on the geographical distribution of species. Global Ecol. Biogeogr. 14 (2005) 575-584
    • (2005) Global Ecol. Biogeogr. , vol.14 , pp. 575-584
    • Luoto, M.1    Poyry, J.2    Heikkinen, R.K.3    Saarinen, K.4
  • 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. Modelling landscape-scale habitat use using gis and remote sensing: a case study with great bustards. J. Appl. Ecol. 38 (2001) 458-471
    • (2001) J. Appl. Ecol. , vol.38 , pp. 458-471
    • Osborne, P.E.1    Alonso, J.C.2    Bryant, R.G.3
  • 39
    • 0036402267 scopus 로고    scopus 로고
    • Analysis of comparative data using generalized estimating equations
    • Paradis E., and Claude J. Analysis of comparative data using generalized estimating equations. J. Theor. Biol. 218 (2002) 175-185
    • (2002) J. Theor. Biol. , vol.218 , pp. 175-185
    • Paradis, E.1    Claude, J.2
  • 40
    • 0141457201 scopus 로고    scopus 로고
    • A conditional autoregressive gaussian process for irregularly spaced multivariate data with application to modelling large sets of binary data
    • Pettitt A.N., Weir I.S., and Hart A.G. A conditional autoregressive gaussian process for irregularly spaced multivariate data with application to modelling large sets of binary data. Stat. Comput. 12 (2002) 353-367
    • (2002) Stat. Comput. , vol.12 , pp. 353-367
    • Pettitt, A.N.1    Weir, I.S.2    Hart, A.G.3
  • 41
    • 34548444490 scopus 로고    scopus 로고
    • R Development Core Team, 2006. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0. http://www.R-project.org.
  • 43
    • 4644223644 scopus 로고    scopus 로고
    • An evaluation of methods for modelling species distributions
    • Segurado P., and Araujo M.B. An evaluation of methods for modelling species distributions. J. Biogeogr. 31 (2004) 1555-1568
    • (2004) J. Biogeogr. , vol.31 , pp. 1555-1568
    • Segurado, P.1    Araujo, M.B.2
  • 45
    • 0001880968 scopus 로고    scopus 로고
    • Modeling the distribution of plant species using the autologistic regression model
    • Wu H., and Huffer F.W. Modeling the distribution of plant species using the autologistic regression model. Environ. Ecol. Stat. 4 (1997) 49-64
    • (1997) Environ. Ecol. Stat. , vol.4 , pp. 49-64
    • Wu, H.1    Huffer, F.W.2
  • 46
    • 1542692450 scopus 로고    scopus 로고
    • geepack:yet another package for generalized estimating equations
    • Yan J. geepack:yet another package for generalized estimating equations. R News 2 3 (2002) 12-14
    • (2002) R News , vol.2 , Issue.3 , pp. 12-14
    • Yan, J.1
  • 47
    • 34548451058 scopus 로고    scopus 로고
    • Yan, J., 2004. geepack: Generalized Estimating Equation Package. R package version 0.2-10.
  • 48
    • 1542506097 scopus 로고    scopus 로고
    • Estimating equations for association structures
    • Yan J., and Fine J. Estimating equations for association structures. Stat. Med. 23 (2004) 859-874
    • (2004) Stat. Med. , vol.23 , pp. 859-874
    • Yan, J.1    Fine, J.2
  • 49
    • 0022673130 scopus 로고
    • Longitudinal data analysis for discrete and continuous outcomes
    • Zeger S.L., and Liang K.Y. Longitudinal data analysis for discrete and continuous outcomes. Biometrics 42 (1986) 121-130
    • (1986) Biometrics , vol.42 , pp. 121-130
    • Zeger, S.L.1    Liang, K.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.