Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region
Koch MA, Michling F, Walther A, Huang X-C, Tewes L-J, Müller C (2017)
Scientific Reports 7(1): 16764.
Zeitschriftenaufsatz
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Autor*in
Koch, Marcus A.;
Michling, Florian;
Walther, Andrea;
Huang, Xiao-Chen;
Tewes, Lisa-JohannaUniBi;
Müller, CarolineUniBi
Einrichtung
Abstract / Bemerkung
Turkish Warty cabbage, Bunias orientalis L. (Brassicaceae) is a perennial herb known for its 250 years of invasion history into Europe and worldwide temperate regions. Putative centers of origin were debated to be located in Turkey, the Caucasus or Eastern Europe. Based on the genetic variation from the nuclear and plastid genomes, we identified two major gene pools in the Caucasian-Irano-Turanian region and close to the Northern Caucasus, respectively. These gene pools are old and started to diverge and expand approximately 930 kya in the Caucasus. Pleistocene glaciation and deglaciation cycles favoured later expansion of a European gene pool 230 kya, which was effectively separated from the Caucasian-Irano-Turanian gene pool. Although the European gene pool is genetically less diverse, it has largely served as source for colonization of Western and Northern Europe in modern times with rare observations of genetic contributions from the Caucasian-Irano-Turanian gene pool such as in North-East America. This study largely utilized herbarium material to take advantage of a biodiversity treasure trove providing biological material and also giving access to detailed collection information.
Erscheinungsjahr
2017
Zeitschriftentitel
Scientific Reports
Band
7
Ausgabe
1
Art.-Nr.
16764
Urheberrecht / Lizenzen
ISSN
2045-2322
Page URI
https://pub.uni-bielefeld.de/record/2915507
Zitieren
Koch MA, Michling F, Walther A, Huang X-C, Tewes L-J, Müller C. Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region. Scientific Reports. 2017;7(1): 16764.
Koch, M. A., Michling, F., Walther, A., Huang, X. - C., Tewes, L. - J., & Müller, C. (2017). Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region. Scientific Reports, 7(1), 16764. doi:10.1038/s41598-017-17085-8
Koch, Marcus A., Michling, Florian, Walther, Andrea, Huang, Xiao-Chen, Tewes, Lisa-Johanna, and Müller, Caroline. 2017. “Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region”. Scientific Reports 7 (1): 16764.
Koch, M. A., Michling, F., Walther, A., Huang, X. - C., Tewes, L. - J., and Müller, C. (2017). Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region. Scientific Reports 7:16764.
Koch, M.A., et al., 2017. Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region. Scientific Reports, 7(1): 16764.
M.A. Koch, et al., “Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region”, Scientific Reports, vol. 7, 2017, : 16764.
Koch, M.A., Michling, F., Walther, A., Huang, X.-C., Tewes, L.-J., Müller, C.: Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region. Scientific Reports. 7, : 16764 (2017).
Koch, Marcus A., Michling, Florian, Walther, Andrea, Huang, Xiao-Chen, Tewes, Lisa-Johanna, and Müller, Caroline. “Early-Mid Pleistocene genetic differentiation and range expansions as exemplified by invasive Eurasian Bunias orientalis (Brassicaceae) indicates the Caucasus as key region”. Scientific Reports 7.1 (2017): 16764.
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87 References
Daten bereitgestellt von Europe PubMed Central.
Toward a paradigm shift in comparative phylogeography driven by trait-based hypotheses.
Papadopoulou A, Knowles LL., Proc. Natl. Acad. Sci. U.S.A. 113(29), 2016
PMID: 27432974
Papadopoulou A, Knowles LL., Proc. Natl. Acad. Sci. U.S.A. 113(29), 2016
PMID: 27432974
Phenotypes in phylogeography: Species' traits, environmental variation, and vertebrate diversification.
Zamudio KR, Bell RC, Mason NA., Proc. Natl. Acad. Sci. U.S.A. 113(29), 2016
PMID: 27432983
Zamudio KR, Bell RC, Mason NA., Proc. Natl. Acad. Sci. U.S.A. 113(29), 2016
PMID: 27432983
Phylogeography of speciation: allopatric divergence and secondary contact between outcrossing and selfing Clarkia.
Pettengill JB, Moeller DA., Mol. Ecol. 21(18), 2012
PMID: 22849585
Pettengill JB, Moeller DA., Mol. Ecol. 21(18), 2012
PMID: 22849585
Combined ecological niche modelling and molecular phylogeography revealed the evolutionary history of Hordeum marinum (Poaceae)--niche differentiation, loss of genetic diversity, and speciation in Mediterranean Quaternary refugia.
Jakob SS, Ihlow A, Blattner FR., Mol. Ecol. 16(8), 2007
PMID: 17402985
Jakob SS, Ihlow A, Blattner FR., Mol. Ecol. 16(8), 2007
PMID: 17402985
Gone with the bird: Late tertiary and quaternary intercontinental lng-distance dispersal and allopolyploidization in plants
Mummenhoff K, Franzke A., 2007
Mummenhoff K, Franzke A., 2007
Three times out of Asia Minor: the phylogeography of Arabis alpina L. (Brassicaceae).
Koch MA, Kiefer C, Ehrich D, Vogel J, Brochmann C, Mummenhoff K., Mol. Ecol. 15(3), 2006
PMID: 16499705
Koch MA, Kiefer C, Ehrich D, Vogel J, Brochmann C, Mummenhoff K., Mol. Ecol. 15(3), 2006
PMID: 16499705
A re-appraisal of nunatak survival in arctic-alpine phylogeography.
Schneeweiss GM, Schonswetter P., Mol. Ecol. 20(2), 2011
PMID: 21265053
Schneeweiss GM, Schonswetter P., Mol. Ecol. 20(2), 2011
PMID: 21265053
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
Evolutionary stasis, constraint and other terminology describing evolutionary patterns
BURT DB., Biol. J. Linn. Soc. Lond. 72(4), 2001
PMID: IND44605677
BURT DB., Biol. J. Linn. Soc. Lond. 72(4), 2001
PMID: IND44605677
Evolutionarily stable configurations: functional integration and the evolution of phenotypic stability
Wagner GP, Schwenk K., 2000
Wagner GP, Schwenk K., 2000
AUTHOR UNKNOWN, 0
Phylogenetic niche conservatism: what are the underlying evolutionary and ecological causes?
Crisp MD, Cook LG., New Phytol. 196(3), 2012
PMID: 22943495
Crisp MD, Cook LG., New Phytol. 196(3), 2012
PMID: 22943495
A phylogenetic analysis of the British flora sheds light on the evolutionary and ecological factors driving plant invasions
Lim J, Crawley MJ, De N, Rich T, Savolainen V., 2014
Lim J, Crawley MJ, De N, Rich T, Savolainen V., 2014
Ecological fits, mis-fits and lotteries involving insect herbivores on the invasive plant, Bunias orientalis
Harvey JeffreyA, Biere Arjen, Fortuna Taiadjana, Vet LouiseEM, Engelkes Tim, Morrien Elly, Gols Rieta, Verhoeven Koen, Vogel Heiko, Macel Mirka, Heidel-Fischer HannaM, Schramm Katharina, van der Putten WimH., Biol. Invasions 12(9), 2010
PMID: IND44413019
Harvey JeffreyA, Biere Arjen, Fortuna Taiadjana, Vet LouiseEM, Engelkes Tim, Morrien Elly, Gols Rieta, Verhoeven Koen, Vogel Heiko, Macel Mirka, Heidel-Fischer HannaM, Schramm Katharina, van der Putten WimH., Biol. Invasions 12(9), 2010
PMID: IND44413019
AUTHOR UNKNOWN, 0
Beitrag zum Erkennen des Verbreitungscharacters der Art Bunias orientalis L. in der Tschechoslovakei
Jehlik V, Slavik B., 1968
Jehlik V, Slavik B., 1968
Sociology and ecology of Bunias orientalis L. in the western part of centralEurope
Brandes D., 1991
Brandes D., 1991
A time-calibrated road map of Brassicaceae species radiation and evolutionary history
Hohmann N, Wolf EM, Lysak M, Koch MA., 2015
Hohmann N, Wolf EM, Lysak M, Koch MA., 2015
Resolution of Brassicaceae Phylogeny Using Nuclear Genes Uncovers Nested Radiations and Supports Convergent Morphological Evolution.
Huang CH, Sun R, Hu Y, Zeng L, Zhang N, Cai L, Zhang Q, Koch MA, Al-Shehbaz I, Edger PP, Pires JC, Tan DY, Zhong Y, Ma H., Mol. Biol. Evol. 33(2), 2015
PMID: 26516094
Huang CH, Sun R, Hu Y, Zeng L, Zhang N, Cai L, Zhang Q, Koch MA, Al-Shehbaz I, Edger PP, Pires JC, Tan DY, Zhong Y, Ma H., Mol. Biol. Evol. 33(2), 2015
PMID: 26516094
AUTHOR UNKNOWN, 0
Hill mustard (Bunias orientalis): on the move in Wisconsin
Doll JD., 2005
Doll JD., 2005
AUTHOR UNKNOWN, 0
Recognition that causal processes change during plant invasion helps explain conflicts in evidence.
Dietz H, Edwards PJ., Ecology 87(6), 2006
PMID: 16869409
Dietz H, Edwards PJ., Ecology 87(6), 2006
PMID: 16869409
Genetic diversity of warty cabbage (Bunias orientalis L.) revealed by RAPD and ISSR markers
Patamsyté J., 2011
Patamsyté J., 2011
Demographic and genetic invasion history of a 9-year-old roadside population of Bunias orientalis L. (Brassicaceae).
Dietz H, Fischer M, Schmid B., Oecologia 120(2), 1999
PMID: 28308083
Dietz H, Fischer M, Schmid B., Oecologia 120(2), 1999
PMID: 28308083
AUTHOR UNKNOWN, 0
Population-level consequences of herbivory, changing climate, and source-sink dynamics on a long-lived invasive shrub.
van Klinken RD, Pichancourt JB., Ecol Appl 25(8), 2015
PMID: 26910953
van Klinken RD, Pichancourt JB., Ecol Appl 25(8), 2015
PMID: 26910953
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
The dynamic ups and downs of genome size evolution in Brassicaceae.
Lysak MA, Koch MA, Beaulieu JM, Meister A, Leitch IJ., Mol. Biol. Evol. 26(1), 2008
PMID: 18842687
Lysak MA, Koch MA, Beaulieu JM, Meister A, Leitch IJ., Mol. Biol. Evol. 26(1), 2008
PMID: 18842687
Phylogenetic constraints in key functional traits behind species' climate niches: patterns of desiccation and cold resistance across 95 Drosophila species.
Kellermann V, Loeschcke V, Hoffmann AA, Kristensen TN, Flojgaard C, David JR, Svenning JC, Overgaard J., Evolution 66(11), 2012
PMID: 23106704
Kellermann V, Loeschcke V, Hoffmann AA, Kristensen TN, Flojgaard C, David JR, Svenning JC, Overgaard J., Evolution 66(11), 2012
PMID: 23106704
Macroevolution of life-history traits in passerine birds: adaptation and phylogenetic inertia.
Pienaar J, Ilany A, Geffen E, Yom-Tov Y., Ecol. Lett. 16(5), 2013
PMID: 23489254
Pienaar J, Ilany A, Geffen E, Yom-Tov Y., Ecol. Lett. 16(5), 2013
PMID: 23489254
AUTHOR UNKNOWN, 0
Underexplored biodiversity of Eastern Mediterranean biota: systematics and evolutionary history of the genus Aubrieta (Brassicaceae).
Koch MA, Karl R, German DA., Ann. Bot. 119(1), 2016
PMID: 27941091
Koch MA, Karl R, German DA., Ann. Bot. 119(1), 2016
PMID: 27941091
Systematics and evolution of arctic-alpine Arabis alpina (Brassicaceae) and its closest relatives in the eastern Mediterranean
Karl R, Kiefer C, Ansell SW, Koch MA., Am. J. Bot. 99(4), 2012
PMID: IND44687293
Karl R, Kiefer C, Ansell SW, Koch MA., Am. J. Bot. 99(4), 2012
PMID: IND44687293
Biodiversity hotspots for conservation priorities.
Myers N, Mittermeier RA, Mittermeier CG, da Fonseca GA, Kent J., Nature 403(6772), 2000
PMID: 10706275
Myers N, Mittermeier RA, Mittermeier CG, da Fonseca GA, Kent J., Nature 403(6772), 2000
PMID: 10706275
A tale of migrations from east to west: the Irano‐Turanian floristic region as a source of Mediterranean xerophytes
Manafzadeh S, Salvo G, Conti E, Ebach M., J. Biogeogr. 41(2), 2014
PMID: IND500720419
Manafzadeh S, Salvo G, Conti E, Ebach M., J. Biogeogr. 41(2), 2014
PMID: IND500720419
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
The research of the vegetable remains from the barrow 19 of the Chineta II burial ground (Noeth-West Altai)
Dashkovskiy PK, Silantyeva MM, Speranskaya NY, Sinitsina TA., 2014
Dashkovskiy PK, Silantyeva MM, Speranskaya NY, Sinitsina TA., 2014
How to open the treasure chest? Optimising DNA extraction from herbarium specimens.
Sarkinen T, Staats M, Richardson JE, Cowan RS, Bakker FT., PLoS ONE 7(8), 2012
PMID: 22952770
Sarkinen T, Staats M, Richardson JE, Cowan RS, Bakker FT., PLoS ONE 7(8), 2012
PMID: 22952770
Watermelon origin solved with molecular phylogenetics including Linnaean material: another example of museomics.
Chomicki G, Renner SS., New Phytol. 205(2), 2014
PMID: 25358433
Chomicki G, Renner SS., New Phytol. 205(2), 2014
PMID: 25358433
All that is gold does not glitter? Age, taxonomy, and ancient plant DNA quality.
Choi J, Lee H, Shipunov A., PeerJ 3(), 2015
PMID: 26244108
Choi J, Lee H, Shipunov A., PeerJ 3(), 2015
PMID: 26244108
AUTHOR UNKNOWN, 0
Hybridization and sexual reproduction in the invasive alien Fallopia (Polygonaceae) complex in Belgium.
Tiebre MS, Vanderhoeven S, Saad L, Mahy G., Ann. Bot. 99(1), 2007
PMID: 17210609
Tiebre MS, Vanderhoeven S, Saad L, Mahy G., Ann. Bot. 99(1), 2007
PMID: 17210609
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
BrassiBase: Tools and biological resources to study characters and traits in the Brassicaceae – version 1.1
Koch MA., 2012
Koch MA., 2012
BrassiBase: introduction to a novel knowledge database on Brassicaceae evolution.
Kiefer M, Schmickl R, German DA, Mandakova T, Lysak MA, Al-Shehbaz IA, Franzke A, Mummenhoff K, Stamatakis A, Koch MA., Plant Cell Physiol. 55(1), 2013
PMID: 24259684
Kiefer M, Schmickl R, German DA, Mandakova T, Lysak MA, Al-Shehbaz IA, Franzke A, Mummenhoff K, Stamatakis A, Koch MA., Plant Cell Physiol. 55(1), 2013
PMID: 24259684
A rapid DNA isolation procedure for small amounts of fresh leaf tissue
Doyle JJ, Doyle JL., 1987
Doyle JJ, Doyle JL., 1987
MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform.
Katoh K, Misawa K, Kuma K, Miyata T., Nucleic Acids Res. 30(14), 2002
PMID: 12136088
Katoh K, Misawa K, Kuma K, Miyata T., Nucleic Acids Res. 30(14), 2002
PMID: 12136088
MAFFT version 5: improvement in accuracy of multiple sequence alignment.
Katoh K, Kuma K, Toh H, Miyata T., Nucleic Acids Res. 33(2), 2005
PMID: 15661851
Katoh K, Kuma K, Toh H, Miyata T., Nucleic Acids Res. 33(2), 2005
PMID: 15661851
Bayesian phylogenetics with BEAUti and the BEAST 1.7.
Drummond AJ, Suchard MA, Xie D, Rambaut A., Mol. Biol. Evol. 29(8), 2012
PMID: 22367748
Drummond AJ, Suchard MA, Xie D, Rambaut A., Mol. Biol. Evol. 29(8), 2012
PMID: 22367748
The tortoise and the hare II: relative utility of 21 noncoding chloroplast DNA sequences for phylogenetic analysis.
Shaw J, Lickey EB, Beck JT, Farmer SB, Liu WS, Miller J, Siripun KC, Winder CT, Schilling EE, Small RL., Am. J. Bot. 92(1), 2005
PMID: IND43689705
Shaw J, Lickey EB, Beck JT, Farmer SB, Liu WS, Miller J, Siripun KC, Winder CT, Schilling EE, Small RL., Am. J. Bot. 92(1), 2005
PMID: IND43689705
Universal primers for amplification of three non-coding regions of chloroplast DNA.
Taberlet P, Gielly L, Pautou G, Bouvet J., Plant Mol. Biol. 17(5), 1991
PMID: 1932684
Taberlet P, Gielly L, Pautou G, Bouvet J., Plant Mol. Biol. 17(5), 1991
PMID: 1932684
TCS: a computer program to estimate gene genealogies.
Clement M, Posada D, Crandall KA., Mol. Ecol. 9(10), 2000
PMID: 11050560
Clement M, Posada D, Crandall KA., Mol. Ecol. 9(10), 2000
PMID: 11050560
Application of phylogenetic networks in evolutionary studies.
Huson DH, Bryant D., Mol. Biol. Evol. 23(2), 2005
PMID: 16221896
Huson DH, Bryant D., Mol. Biol. Evol. 23(2), 2005
PMID: 16221896
Population growth makes waves in the distribution of pairwise genetic differences.
Rogers AR, Harpending H., Mol. Biol. Evol. 9(3), 1992
PMID: 1316531
Rogers AR, Harpending H., Mol. Biol. Evol. 9(3), 1992
PMID: 1316531
Estimation of past demographic parameters from the distribution of pairwise differences when the mutation rates vary among sites: application to human mitochondrial DNA.
Schneider S, Excoffier L., Genetics 152(3), 1999
PMID: 10388826
Schneider S, Excoffier L., Genetics 152(3), 1999
PMID: 10388826
Signature of ancient population growth in a low-resolution mitochondrial DNA mismatch distribution.
Harpending HC., Hum. Biol. 66(4), 1994
PMID: 8088750
Harpending HC., Hum. Biol. 66(4), 1994
PMID: 8088750
GENETIC EVIDENCE FOR A PLEISTOCENE POPULATION EXPLOSION.
Rogers AR., Evolution 49(4), 1995
PMID: 28565146
Rogers AR., Evolution 49(4), 1995
PMID: 28565146
Statistical method for testing the neutral mutation hypothesis by DNA polymorphism.
Tajima F., Genetics 123(3), 1989
PMID: 2513255
Tajima F., Genetics 123(3), 1989
PMID: 2513255
Arlequin suite ver 3.5: a new series of programs to perform population genetics analyses under Linux and Windows.
Excoffier L, Lischer HE., Mol Ecol Resour 10(3), 2010
PMID: 21565059
Excoffier L, Lischer HE., Mol Ecol Resour 10(3), 2010
PMID: 21565059
DnaSP v5: a software for comprehensive analysis of DNA polymorphism data.
Librado P, Rozas J., Bioinformatics 25(11), 2009
PMID: 19346325
Librado P, Rozas J., Bioinformatics 25(11), 2009
PMID: 19346325
How to track and assess genotyping errors in population genetics studies.
Bonin A, Bellemain E, Bronken Eidesen P, Pompanon F, Brochmann C, Taberlet P., Mol. Ecol. 13(11), 2004
PMID: 15487987
Bonin A, Bellemain E, Bronken Eidesen P, Pompanon F, Brochmann C, Taberlet P., Mol. Ecol. 13(11), 2004
PMID: 15487987
AFLP: a new technique for DNA fingerprinting.
Vos P, Hogers R, Bleeker M, Reijans M, van de Lee T, Hornes M, Frijters A, Pot J, Peleman J, Kuiper M., Nucleic Acids Res. 23(21), 1995
PMID: 7501463
Vos P, Hogers R, Bleeker M, Reijans M, van de Lee T, Hornes M, Frijters A, Pot J, Peleman J, Kuiper M., Nucleic Acids Res. 23(21), 1995
PMID: 7501463
Almost forgotten or latest practice? AFLP applications, analyses and advances.
Meudt HM, Clarke AC., Trends Plant Sci. 12(3), 2007
PMID: 17303467
Meudt HM, Clarke AC., Trends Plant Sci. 12(3), 2007
PMID: 17303467
Robust tests for the equality of variances
Brown MB, Forsythe AB., 1974
Brown MB, Forsythe AB., 1974
AUTHOR UNKNOWN, 0
AUTHOR UNKNOWN, 0
Étude comparative de la distribution florale dans une portion des Alpes et des Jura
Jaccard P., 1901
Jaccard P., 1901
Canonical analysis of principal coordinates: a useful method of constrained ordination for ecology
Anderson MJ, Willis TJ., 2003
Anderson MJ, Willis TJ., 2003
R Development Core Team
Team. R., 2013
Team. R., 2013
Inference of population structure using multilocus genotype data.
Pritchard JK, Stephens M, Donnelly P., Genetics 155(2), 2000
PMID: 10835412
Pritchard JK, Stephens M, Donnelly P., Genetics 155(2), 2000
PMID: 10835412
Inference of population structure using multilocus genotype data: dominant markers and null alleles
FALUSH D, STEPHENS M, PRITCHARD JK., Mol. Ecol. Notes 7(4), 2007
PMID: IND43929538
FALUSH D, STEPHENS M, PRITCHARD JK., Mol. Ecol. Notes 7(4), 2007
PMID: IND43929538
CLUMPP: a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure.
Jakobsson M, Rosenberg NA., Bioinformatics 23(14), 2007
PMID: 17485429
Jakobsson M, Rosenberg NA., Bioinformatics 23(14), 2007
PMID: 17485429
Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study.
Evanno G, Regnaut S, Goudet J., Mol. Ecol. 14(8), 2005
PMID: 15969739
Evanno G, Regnaut S, Goudet J., Mol. Ecol. 14(8), 2005
PMID: 15969739
The pattern of polymorphism in Arabidopsis thaliana.
Nordborg M, Hu TT, Ishino Y, Jhaveri J, Toomajian C, Zheng H, Bakker E, Calabrese P, Gladstone J, Goyal R, Jakobsson M, Kim S, Morozov Y, Padhukasahasram B, Plagnol V, Rosenberg NA, Shah C, Wall JD, Wang J, Zhao K, Kalbfleisch T, Schulz V, Kreitman M, Bergelson J., PLoS Biol. 3(7), 2005
PMID: 15907155
Nordborg M, Hu TT, Ishino Y, Jhaveri J, Toomajian C, Zheng H, Bakker E, Calabrese P, Gladstone J, Goyal R, Jakobsson M, Kim S, Morozov Y, Padhukasahasram B, Plagnol V, Rosenberg NA, Shah C, Wall JD, Wang J, Zhao K, Kalbfleisch T, Schulz V, Kreitman M, Bergelson J., PLoS Biol. 3(7), 2005
PMID: 15907155
Genetic consequences of Pleistocene range shifts: contrast between the Arctic, the Alps and the East African mountains.
Ehrich D, Gaudeul M, Assefa A, Koch MA, Mummenhoff K, Nemomissa S; Intrabiodiv Consortium, Brochmann C., Mol. Ecol. 16(12), 2007
PMID: 17561912
Ehrich D, Gaudeul M, Assefa A, Koch MA, Mummenhoff K, Nemomissa S; Intrabiodiv Consortium, Brochmann C., Mol. Ecol. 16(12), 2007
PMID: 17561912
The use and interpretation of principal component analysis in applied research
Rao CR., 1964
Rao CR., 1964
Procedures for reduced rank regression
Davies PT, Tso MKS., 1982
Davies PT, Tso MKS., 1982
Seven common mistakes in population genetics and how to avoid them.
Meirmans PG., Mol. Ecol. 24(13), 2015
PMID: 25974103
Meirmans PG., Mol. Ecol. 24(13), 2015
PMID: 25974103
Very high resolution interpolated climate surfaces for global land areas
Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A., 2005
Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A., 2005
AUTHOR UNKNOWN, 0
Quantifying effects of environmental and geographical factors on patterns of genetic differentiation.
Lee CR, Mitchell-Olds T., Mol. Ecol. 20(22), 2011
PMID: 21999331
Lee CR, Mitchell-Olds T., Mol. Ecol. 20(22), 2011
PMID: 21999331
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