메뉴 건너뛰기




Volumn , Issue , 2015, Pages 77-98

Basics of Spatial Data Analysis: Linking Landscape and Genetic Data for Landscape Genetic Studies

Author keywords

Genetic data; Genetic variation; Isolation by distance; Landscape genetic studies; Spatial data analysis

Indexed keywords

BIOLOGY; DATA HANDLING; GENES; GENETIC ENGINEERING; INFORMATION ANALYSIS; REGRESSION ANALYSIS;

EID: 84987693868     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9781118525258.ch05     Document Type: Chapter
Times cited : (18)

References (89)
  • 1
    • 0029507498 scopus 로고
    • Local indicators of spatial association - LISA
    • Anselin, L. (1995) Local indicators of spatial association - LISA. Geographical Analysis 27,93-115.
    • (1995) Geographical Analysis , vol.27 , pp. 93-115
    • Anselin, L.1
  • 2
    • 61849146960 scopus 로고    scopus 로고
    • Statistical approaches in landscape genetics: an evaluation of methods for linking landscape and genetic data
    • Balkenhol, N., Waits, L.P., & Dezzani, R.J. (2009) Statistical approaches in landscape genetics: an evaluation of methods for linking landscape and genetic data. Ecography 32, 818-30.
    • (2009) Ecography , vol.32 , pp. 818-830
    • Balkenhol, N.1    Waits, L.P.2    Dezzani, R.J.3
  • 6
    • 54549102367 scopus 로고    scopus 로고
    • Forward selection of explanatory variables
    • Blanchet, F.G., Legendre, P., & Borcard, D. (2008) Forward selection of explanatory variables. Ecology 89,2623-32.
    • (2008) Ecology , vol.89 , pp. 2623-2632
    • Blanchet, F.G.1    Legendre, P.2    Borcard, D.3
  • 8
    • 0037099954 scopus 로고    scopus 로고
    • All-scale spatial analysis of ecological data by means of principal coordinates of neighbour matrices
    • Borcard, D. & Legendre, P. (2002) All-scale spatial analysis of ecological data by means of principal coordinates of neighbour matrices. Ecological Modeling 153,51-68.
    • (2002) Ecological Modeling , vol.153 , pp. 51-68
    • Borcard, D.1    Legendre, P.2
  • 9
    • 84886235499 scopus 로고    scopus 로고
    • Disentangling the effects of geographic and ecological isolation on genetic differentiation
    • Bradburd, G.S., Ralph, P.L., & Coop, G.M. (2013) Disentangling the effects of geographic and ecological isolation on genetic differentiation. Evolution 67, 3258-73.
    • (2013) Evolution , vol.67 , pp. 3258-3273
    • Bradburd, G.S.1    Ralph, P.L.2    Coop, G.M.3
  • 11
    • 77955731065 scopus 로고    scopus 로고
    • Spurious correlations and inference in landscape genetics
    • Cushman, S.A. & Landguth, E.L. (2010) Spurious correlations and inference in landscape genetics. Molecular Ecology 19, 3592-602.
    • (2010) Molecular Ecology , vol.19 , pp. 3592-3602
    • Cushman, S.A.1    Landguth, E.L.2
  • 12
    • 33750077602 scopus 로고    scopus 로고
    • Gene flow in complex landscapes: testing multiple hypotheses with causal modeling
    • Cushman, S.A., McKelvey, K.S., Hayden, J., & Schwartz, M.K. (2006) Gene flow in complex landscapes: testing multiple hypotheses with causal modeling. The American Naturalist 168, 486-99.
    • (2006) The American Naturalist , vol.168 , pp. 486-499
    • Cushman, S.A.1    McKelvey, K.S.2    Hayden, J.3    Schwartz, M.K.4
  • 17
    • 79953293329 scopus 로고    scopus 로고
    • A new perspective about Moran's coefficient: spatial autocorrelation as a linear regression problem
    • Dray, S. (2011) A new perspective about Moran's coefficient: spatial autocorrelation as a linear regression problem. Geographical Analysis 43, 127-41.
    • (2011) Geographical Analysis , vol.43 , pp. 127-141
    • Dray, S.1
  • 18
    • 33745213566 scopus 로고    scopus 로고
    • Spatial modeling: a comprehensive framework for principal coordinate analysis of neighbour matrices (PCNM)
    • Dray, S., Legendre, P., & Peres-Neto, P.R. (2006) Spatial modeling: a comprehensive framework for principal coordinate analysis of neighbour matrices (PCNM). Ecological Modeling 196, 483-93.
    • (2006) Ecological Modeling , vol.196 , pp. 483-493
    • Dray, S.1    Legendre, P.2    Peres-Neto, P.R.3
  • 19
    • 84864367389 scopus 로고    scopus 로고
    • Community ecology in the age of multivariate multiscale spatial analysis
    • Dray, S., et al. (2012) Community ecology in the age of multivariate multiscale spatial analysis. Ecological Monographs 82, 257-75.
    • (2012) Ecological Monographs , vol.82 , pp. 257-275
    • Dray, S.1
  • 21
    • 77956088783 scopus 로고    scopus 로고
    • Landscape modeling of gene flow: improved power using conditional genetic distance derived from the topology of population networks
    • Dyer, R.J., Nason, J.D., & Garrick, R.C. (2010) Landscape modeling of gene flow: improved power using conditional genetic distance derived from the topology of population networks. Molecular Ecology 19, 3746-59.
    • (2010) Molecular Ecology , vol.19 , pp. 3746-3759
    • Dyer, R.J.1    Nason, J.D.2    Garrick, R.C.3
  • 22
    • 0346590912 scopus 로고    scopus 로고
    • Princeton University Press, Princeton, NJ
    • Epperson, B.K. (2003) Geographical Genetics. Princeton University Press, Princeton, NJ.
    • (2003) Geographical Genetics
    • Epperson, B.K.1
  • 23
    • 0003315801 scopus 로고
    • The impacts of misspecified spatial interaction in linear regression models
    • In: Anselin, L. & Florax, R.J.G.M. (eds.). Springer, Berlin, Heidelberg.
    • Florax, R.J.G.M. & Rey, S. (1995) The impacts of misspecified spatial interaction in linear regression models. In: Anselin, L. & Florax, R.J.G.M. (eds.), New Directions in Spatial Econometrics. Springer, Berlin, Heidelberg.
    • (1995) New Directions in Spatial Econometrics
    • Florax, R.J.G.M.1    Rey, S.2
  • 24
    • 33750461615 scopus 로고    scopus 로고
    • Identifying the environmental factors that determine the genetic structure of populations
    • Foll, M. & Gaggiotti, O.E. (2006) Identifying the environmental factors that determine the genetic structure of populations. Genetics 174, 875-91.
    • (2006) Genetics , vol.174 , pp. 875-891
    • Foll, M.1    Gaggiotti, O.E.2
  • 26
    • 73549117299 scopus 로고    scopus 로고
    • Avian spatial responses to forest spatial heterogeneity at the landscape level: conceptual and statistical challenges
    • In: Miao, S., Carstenn, S., & Nungesser, M. (eds.). Springer, New York.
    • Fortin, M.-J. & Melles, S.J. (2009) Avian spatial responses to forest spatial heterogeneity at the landscape level: conceptual and statistical challenges. In: Miao, S., Carstenn, S., & Nungesser, M. (eds.), Real World Ecology: Large-Scale and Long-Term Case Studies and Methods. Springer, New York.
    • (2009) Real World Ecology: Large-Scale and Long-Term Case Studies and Methods
    • Fortin, M.-J.1    Melles, S.J.2
  • 27
    • 84987692950 scopus 로고    scopus 로고
    • (eds.), Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. John Wiley & Sons, Ltd, Chichester
    • Fotheringham,A.S. (2002) In: Brunsdon, C.&Charlton,M. (eds.), Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. John Wiley & Sons, Ltd, Chichester.
    • (2002) In: Brunsdon, C.&Charlton,M
    • Fotheringham, A.S.1
  • 28
    • 84987699235 scopus 로고    scopus 로고
    • Submitted Model selection with multiple regression on distance matrices leads to incorrect inferences
    • Molecular Ecology Resources.
    • Franckoviak, R.P., Jarvis, K., Acuna, I., Landguth, E.L., Fortin, M.-J., & Wagner, H.H. (submitted) Model selection with multiple regression on distance matrices leads to incorrect inferences. Molecular Ecology Resources.
    • Franckoviak, R.P.1    Jarvis, K.2    Acuna, I.3    Landguth, E.L.4    Fortin, M.-J.5    Wagner, H.H.6
  • 29
    • 77955759973 scopus 로고    scopus 로고
    • Spatially explicit Bayesian clustering models in population genetics
    • François, O. & Durand, E. (2010) Spatially explicit Bayesian clustering models in population genetics. Molecular Ecology Resources 10, 773-84.
    • (2010) Molecular Ecology Resources , vol.10 , pp. 773-784
    • François, O.1    Durand, E.2
  • 31
    • 0141767040 scopus 로고    scopus 로고
    • Proper multivariate conditional autoregressive models for spatial data analysis
    • Gelfand, A.E. & Vounatsou, P. (2003) Proper multivariate conditional autoregressive models for spatial data analysis. Biostatistics 4,11-15.
    • (2003) Biostatistics , vol.4 , pp. 11-15
    • Gelfand, A.E.1    Vounatsou, P.2
  • 32
    • 77956114525 scopus 로고    scopus 로고
    • Partitioning variation in ecological communities: do the numbers add up?
    • Gilbert, B. & Bennett, J.R. (2010) Partitioning variation in ecological communities: do the numbers add up? Journal of Applied Ecology 475, 1071-82.
    • (2010) Journal of Applied Ecology , vol.475 , pp. 1071-1082
    • Gilbert, B.1    Bennett, J.R.2
  • 33
    • 77956074921 scopus 로고    scopus 로고
    • Comparative landscape genetics of two pond-breeding amphibian species in a highly modified agricultural landscape
    • Goldberg, C.S. & Waits, L.P. (2010) Comparative landscape genetics of two pond-breeding amphibian species in a highly modified agricultural landscape. Molecular Ecology 19, 3650-63.
    • (2010) Molecular Ecology , vol.19 , pp. 3650-3663
    • Goldberg, C.S.1    Waits, L.P.2
  • 34
    • 84880825461 scopus 로고    scopus 로고
    • Current approaches using genetic distances produce poor estimates of landscape resistance to interindividual dispersal
    • Graves, T.A., Beier, P., & Royle, J.A. (2013) Current approaches using genetic distances produce poor estimates of landscape resistance to interindividual dispersal. Molecular Ecology 22,3888-903.
    • (2013) Molecular Ecology , vol.22 , pp. 3888-3903
    • Graves, T.A.1    Beier, P.2    Royle, J.A.3
  • 35
    • 0001982911 scopus 로고    scopus 로고
    • Some guidelines for specifying the geographic weights matrix contained in spatial statistical models
    • In Arlinghaus, S.L. (ed.). CRC Press, Boca Raton, FL
    • Griffith, D.A. (1996) Some guidelines for specifying the geographic weights matrix contained in spatial statistical models. In Arlinghaus, S.L. (ed.), Practical Handbook of Spatial Statistics. CRC Press, Boca Raton, FL.
    • (1996) Practical Handbook of Spatial Statistics
    • Griffith, D.A.1
  • 36
    • 0033860634 scopus 로고    scopus 로고
    • A linear regression solution to the spatial autocorrelation problem
    • Griffith, D.A. (2000) A linear regression solution to the spatial autocorrelation problem. Journal of Geographical Systems 2, 141-56.
    • (2000) Journal of Geographical Systems , vol.2 , pp. 141-156
    • Griffith, D.A.1
  • 37
    • 33845354872 scopus 로고    scopus 로고
    • Spatial modeling in ecology: the flexibility of eigenfunction spatial analyses
    • Griffith, D.A. & Peres-Neto, P.R. (2006) Spatial modeling in ecology: the flexibility of eigenfunction spatial analyses. Ecology 87, 2603-13.
    • (2006) Ecology , vol.87 , pp. 2603-2613
    • Griffith, D.A.1    Peres-Neto, P.R.2
  • 39
    • 28344432025 scopus 로고    scopus 로고
    • Geneland: a computer package for landscape genetics
    • Guillot, G., Mortier, F. & Estoup, A. (2005) Geneland: a computer package for landscape genetics. Molecular Ecology Notes 5, 712-15.
    • (2005) Molecular Ecology Notes , vol.5 , pp. 712-715
    • Guillot, G.1    Mortier, F.2    Estoup, A.3
  • 42
    • 0028173771 scopus 로고
    • A practical model of metapopulation dynamics
    • Hanski, I. (1994) A practical model of metapopulation dynamics. Journal of Animal Ecology 63, 151-62.
    • (1994) Journal of Animal Ecology , vol.63 , pp. 151-162
    • Hanski, I.1
  • 43
    • 0033427602 scopus 로고    scopus 로고
    • Correlation of pairwise genetic and geographic distance measures: inferring the relative influences of gene flow and drift on the distribution of genetic variability
    • Hutchison, D.W. & Templeton, A.R. (1999) Correlation of pairwise genetic and geographic distance measures: inferring the relative influences of gene flow and drift on the distribution of genetic variability. Evolution 53,1898-914.
    • (1999) Evolution , vol.53 , pp. 1898-1914
    • Hutchison, D.W.1    Templeton, A.R.2
  • 44
    • 80053526616 scopus 로고    scopus 로고
    • Spatial genetic structure of a symbiotic beetle-fungal system: toward multi-taxa integrated landscape genetics
    • James, P.M.A., Coltman, D.W., Murray, B.W., Hamelin, R.C., & Sperling, F.A.H. (2011) Spatial genetic structure of a symbiotic beetle-fungal system: toward multi-taxa integrated landscape genetics. PLoS One 6, e25359.
    • (2011) PLoS One , vol.6
    • James, P.M.A.1    Coltman, D.W.2    Murray, B.W.3    Hamelin, R.C.4    Sperling, F.A.H.5
  • 47
    • 45549099975 scopus 로고    scopus 로고
    • Revealing cryptic spatial patterns in genetic variability by a new multivariate method
    • Jombart, T., Devillard, S., Dufour, A., & Pontier, D. (2008) Revealing cryptic spatial patterns in genetic variability by a new multivariate method. Heredity 101,92-103.
    • (2008) Heredity , vol.101 , pp. 92-103
    • Jombart, T.1    Devillard, S.2    Dufour, A.3    Pontier, D.4
  • 48
    • 63849298241 scopus 로고    scopus 로고
    • Finding essential scales of spatial variation in ecological data: a multivariate approach
    • Jombart, T., Dray, S., & Dufour, A.-B. (2009) Finding essential scales of spatial variation in ecological data: a multivariate approach. Ecography 32, 161-8.
    • (2009) Ecography , vol.32 , pp. 161-168
    • Jombart, T.1    Dray, S.2    Dufour, A.-B.3
  • 49
    • 18344364831 scopus 로고    scopus 로고
    • Among-and within-patch components of genetic diversity respond at different rates to habitat fragmentation: an empirical demonstration
    • Keyghobadi, N., Roland, J., Matter, S.F., & Strobeck, C. (2005) Among-and within-patch components of genetic diversity respond at different rates to habitat fragmentation: an empirical demonstration. Proceedings of the Royal Society B: Biological Sciences 272, 553-60.
    • (2005) Proceedings of the Royal Society B: Biological Sciences , vol.272 , pp. 553-560
    • Keyghobadi, N.1    Roland, J.2    Matter, S.F.3    Strobeck, C.4
  • 50
    • 84859837703 scopus 로고    scopus 로고
    • Less than eight (and a half) misconceptions of spatial analysis
    • Kühn, I. & Dormann, C.F. (2012) Less than eight (and a half) misconceptions of spatial analysis. Journal of Biogeography 39, 995-8.
    • (2012) Journal of Biogeography , vol.39 , pp. 995-998
    • Kühn, I.1    Dormann, C.F.2
  • 51
    • 0027881344 scopus 로고
    • Spatial autocorrelation: trouble or new paradigm?
    • Legendre, P. (1993) Spatial autocorrelation: trouble or new paradigm? Ecology 74, 1659-73.
    • (1993) Ecology , vol.74 , pp. 1659-1673
    • Legendre, P.1
  • 52
    • 77955765927 scopus 로고    scopus 로고
    • Comparison of the Mantel test and alternative approaches for detecting complex multivariate relationships in the spatial analysis of genetic data
    • Legendre, P. & Fortin, M.-J. (2010) Comparison of the Mantel test and alternative approaches for detecting complex multivariate relationships in the spatial analysis of genetic data. Molecular Ecology Resources 10, 831-44.
    • (2010) Molecular Ecology Resources , vol.10 , pp. 831-844
    • Legendre, P.1    Fortin, M.-J.2
  • 54
    • 0024189005 scopus 로고
    • Aquatic heterotrophic bacteria: modeling in the presence of spatial auto-correlation
    • Legendre, P. & Trousselier, M. (1988) Aquatic heterotrophic bacteria: modeling in the presence of spatial auto-correlation. Limnology and Oceanography 33, 1055-67.
    • (1988) Limnology and Oceanography , vol.33 , pp. 1055-1067
    • Legendre, P.1    Trousselier, M.2
  • 55
    • 33846126538 scopus 로고    scopus 로고
    • Multiple regression on distance matrices: a multivariate spatial analysis tool
    • Lichstein, J.W. (2007) Multiple regression on distance matrices: a multivariate spatial analysis tool. Plant Ecology 188, 117-31.
    • (2007) Plant Ecology , vol.188 , pp. 117-131
    • Lichstein, J.W.1
  • 58
    • 0014054519 scopus 로고
    • The detection of disease clustering and a generalized regression approach
    • Mantel, N. (1967) The detection of disease clustering and a generalized regression approach. Cancer Research 27, 209-20.
    • (1967) Cancer Research , vol.27 , pp. 209-220
    • Mantel, N.1
  • 59
    • 33750584310 scopus 로고    scopus 로고
    • Isolation by resistance
    • McRae, B.H. (2006) Isolation by resistance. Evolution 60, 1551-61. Moilanen, A. & Nieminen, M. (2002) Simple connectivity measures in spatial ecology. Ecology 83, 1131-45.
    • (2006) Evolution , vol.60 , pp. 1551-1561
    • McRae, B.H.1
  • 60
    • 0013278806 scopus 로고    scopus 로고
    • Simple connectivity measures in spatial ecology
    • Moilanen, A. & Nieminen, M. (2002) Simple connectivity measures in spatial ecology. Ecology 83, 1131-45
    • (2002) Ecology , vol.83 , pp. 1131-1145
    • Moilanen, A.1    Nieminen, M.2
  • 61
    • 76549254593 scopus 로고
    • Notes on continuous stochastic phenomena
    • Moran, P.A.P. (1950) Notes on continuous stochastic phenomena. Biometrika 37,17-23.
    • (1950) Biometrika , vol.37 , pp. 17-23
    • Moran, P.A.P.1
  • 65
  • 66
    • 49649083070 scopus 로고    scopus 로고
    • A unified strategy for estimating and controlling spatial, temporal and phyogenetic autocorrelation in ecological models
    • Peres-Neto, P.R. (2006) A unified strategy for estimating and controlling spatial, temporal and phyogenetic autocorrelation in ecological models. Oecologia Brasiliensis 10,105-19.
    • (2006) Oecologia Brasiliensis , vol.10 , pp. 105-119
    • Peres-Neto, P.R.1
  • 67
    • 76249133669 scopus 로고    scopus 로고
    • Estimating and controlling for spatial structure in the study of ecological communities
    • Peres-Neto, P.R. & Legendre, P. (2010) Estimating and controlling for spatial structure in the study of ecological communities. Global Ecology and Biogeography 19,174-84.
    • (2010) Global Ecology and Biogeography , vol.19 , pp. 174-184
    • Peres-Neto, P.R.1    Legendre, P.2
  • 69
    • 84896316051 scopus 로고    scopus 로고
    • Effect of rotational shepherding on demographic and genetic connectivity of calcareous grassland plants
    • Rico, Y., Boehmer, H.J., & Wagner, H.H. (2014) Effect of rotational shepherding on demographic and genetic connectivity of calcareous grassland plants. Conservation Biology 28, 467-77.
    • (2014) Conservation Biology , vol.28 , pp. 467-477
    • Rico, Y.1    Boehmer, H.J.2    Wagner, H.H.3
  • 70
    • 0030888985 scopus 로고    scopus 로고
    • Genetic differentiation and estimation of gene flow from F-statistics under isolation by distance
    • Rousset, F. (1997) Genetic differentiation and estimation of gene flow from F-statistics under isolation by distance. Genetics 145, 1219-28.
    • (1997) Genetics , vol.145 , pp. 1219-1228
    • Rousset, F.1
  • 72
  • 73
    • 77953174883 scopus 로고    scopus 로고
    • A common currency for the different ways in which patches and links can contribute to habitat availability and connectivity in the landscape
    • Saura, S. & Rubio, L. (2010) A common currency for the different ways in which patches and links can contribute to habitat availability and connectivity in the landscape. Ecography 33, 523-37.
    • (2010) Ecography , vol.33 , pp. 523-537
    • Saura, S.1    Rubio, L.2
  • 75
    • 33645894192 scopus 로고    scopus 로고
    • Microsatellites for ecologists: a practical guide to using and evaluating micro-satellite markers
    • Selkoe, K.A. & Toonen, R.J. (2006) Microsatellites for ecologists: a practical guide to using and evaluating micro-satellite markers. Ecology Letters 9, 615-29.
    • (2006) Ecology Letters , vol.9 , pp. 615-629
    • Selkoe, K.A.1    Toonen, R.J.2
  • 76
    • 0033137053 scopus 로고    scopus 로고
    • Spatial autocorrelation analysis of individual multiallele and multilocus genetic structure
    • Smouse, P.E. & Peakall, R. (1999) Spatial autocorrelation analysis of individual multiallele and multilocus genetic structure. Heredity 82, 561-73.
    • (1999) Heredity , vol.82 , pp. 561-573
    • Smouse, P.E.1    Peakall, R.2
  • 77
    • 84963034277 scopus 로고
    • Multiple regression and correlation extension of the Mantel test of matrix correspondence
    • Smouse, P., Long, J.C., & Sokal, R.R. (1986) Multiple regression and correlation extension of the Mantel test of matrix correspondence. Systematic Zoology 35, 627-32.
    • (1986) Systematic Zoology , vol.35 , pp. 627-632
    • Smouse, P.1    Long, J.C.2    Sokal, R.R.3
  • 78
    • 0001331837 scopus 로고
    • A test of spatial autocorrelation analysis using an isolation-by-distance model
    • Sokal, R.R. & Wartenberg, D.E. (1983) A test of spatial autocorrelation analysis using an isolation-by-distance model. Genetics 105,21-37.
    • (1983) Genetics , vol.105 , pp. 21-37
    • Sokal, R.R.1    Wartenberg, D.E.2
  • 79
    • 0032465662 scopus 로고    scopus 로고
    • Local spatial autocorrelation in a biological model
    • Sokal, R.R., Oden, N.L., & Thomson, B.A. (1998) Local spatial autocorrelation in a biological model. Geographical Analysis 30, 331-54.
    • (1998) Geographical Analysis , vol.30 , pp. 331-354
    • Sokal, R.R.1    Oden, N.L.2    Thomson, B.A.3
  • 80
    • 76449104178 scopus 로고    scopus 로고
    • Anthropogenic and natural disturbance lead to differing patterns of gene flow in the Rocky Mountain tailed frog, Ascaphus montanus
    • Spear, S.F. & Storfer, A. (2010) Anthropogenic and natural disturbance lead to differing patterns of gene flow in the Rocky Mountain tailed frog, Ascaphus montanus. Biological Conservation 143, 778-86.
    • (2010) Biological Conservation , vol.143 , pp. 778-786
    • Spear, S.F.1    Storfer, A.2
  • 81
    • 77956082819 scopus 로고    scopus 로고
    • Use of resistance surfaces for landscape genetic studies: considerations for parameterization and analysis
    • Spear, S.F., Balkenhol, N., Fortin, M.-J., McRae, B.H., & Scribner, K.T. (2010) Use of resistance surfaces for landscape genetic studies: considerations for parameterization and analysis. Molecular Ecology 19,3576-91.
    • (2010) Molecular Ecology , vol.19 , pp. 3576-3591
    • Spear, S.F.1    Balkenhol, N.2    Fortin, M.-J.3    McRae, B.H.4    Scribner, K.T.5
  • 83
    • 84864412558 scopus 로고    scopus 로고
    • A new analytical approach to landscape genetic modeling: least-cost transect analysis and linear mixed models
    • Van Strien, M.J., Keller, D., & Holderegger, R. (2012) A new analytical approach to landscape genetic modeling: least-cost transect analysis and linear mixed models. Molecular Ecology 21, 4010-23.
    • (2012) Molecular Ecology , vol.21 , pp. 4010-4023
    • Van Strien, M.J.1    Keller, D.2    Holderegger, R.3
  • 84
    • 20144375963 scopus 로고    scopus 로고
    • Streams over mountains: influence of Riparian connectivity on gene flow in the Pacific jumping mouse (Zapus trinotatus)
    • Vignieri, S.N. (2005) Streams over mountains: influence of Riparian connectivity on gene flow in the Pacific jumping mouse (Zapus trinotatus). Molecular Ecology 14,1925-37.
    • (2005) Molecular Ecology , vol.14 , pp. 1925-1937
    • Vignieri, S.N.1
  • 85
    • 84887883644 scopus 로고    scopus 로고
    • Rethinking the linear regression model for spatial ecological data
    • Wagner, H.H. (2013) Rethinking the linear regression model for spatial ecological data. Ecology 94, 2381-91.
    • (2013) Ecology , vol.94 , pp. 2381-2391
    • Wagner, H.H.1
  • 86
    • 84875717225 scopus 로고    scopus 로고
    • A conceptual framework for the spatial analysis of landscape genetic data
    • Wagner, H.H. & Fortin, M.J. (2013) A conceptual framework for the spatial analysis of landscape genetic data. Conservation Genetics 14, 253-61.
    • (2013) Conservation Genetics , vol.14 , pp. 253-261
    • Wagner, H.H.1    Fortin, M.J.2
  • 87
    • 79952449963 scopus 로고    scopus 로고
    • G'ST and D do not replace FST
    • Whitlock, M.C. (2011) G'ST and D do not replace FST. Molecular Ecology 20, 1083-91.
    • (2011) Molecular Ecology , vol.20 , pp. 1083-1091
    • Whitlock, M.C.1
  • 88
    • 84870196541 scopus 로고    scopus 로고
    • Spatio-temporal variations in invertebrate-cod-environment relationships on the Newfoundland-Labrador Shelf, vol
    • Windle, M.J.S., Rose, G.A., Devillers, R., & Fortin, M.J. (2012) Spatio-temporal variations in invertebrate-cod-environment relationships on the Newfoundland-Labrador Shelf, vol. 1995-2009. Marine Ecology Progress Series 469,263-78.
    • (2012) 1995-2009. Marine Ecology Progress Series , vol.469 , pp. 263-278
    • Windle, M.J.S.1    Rose, G.A.2    Devillers, R.3    Fortin, M.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.