Genomics of clinal local adaptation in Pinus sylvestris under continuous environmental and spatial genetic setting

In species with large continuous distributions the phenotypic signal of local adaptation is frequently clear, but the genetic background often remains elusive. Here, we examine the patterns of genetic diversity in Pinus sylvestris, a keystone species in many Eurasian ecosystems with a huge distribut...

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Main Authors Tyrmi, Jaakko S, Vuosku, Jaana, Acosta, Juan J, Li, Zhen, Sterck, Lieven, Savolainen, Outi, Pyhajarvi, Tanja
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Abstract In species with large continuous distributions the phenotypic signal of local adaptation is frequently clear, but the genetic background often remains elusive. Here, we examine the patterns of genetic diversity in Pinus sylvestris, a keystone species in many Eurasian ecosystems with a huge distribution range, spanning from mountains of southern Spain to taigas of eastern Siberia. Decades of forestry research indicate it is locally adapted to the various environmental conditions found within its range. Yet, little is known about the molecular basis of this adaptation and details of the species population structure remains poorly characterized at the genome-wide level, as the massive size and repetitive nature of conifer genomes has prevented large scale genomic surveys. We have now generated a genome-wide dataset using a targeted sequencing approach and uncovered a very limited pattern of population structure within the species main range, along with rapid decay of linkage disequilibrium within the genome. Using divergence-based and landscape genomics methods we found several loci putatively underlying local adaptation. With divergence-based methods we discovered a very large putative inversion, spanning over 300 Mbp, present in the eastern part of the species distribution and possibly contributing to local adaptation. Better characterization of the genomic variation will contribute to breeding and genetic resource management and the detection of the large inversion may also have consequences for tree breeding as it has potential to limit recombination in the region. Footnotes * Figure 4 revised.
AbstractList In species with large continuous distributions the phenotypic signal of local adaptation is frequently clear, but the genetic background often remains elusive. Here, we examine the patterns of genetic diversity in Pinus sylvestris, a keystone species in many Eurasian ecosystems with a huge distribution range, spanning from mountains of southern Spain to taigas of eastern Siberia. Decades of forestry research indicate it is locally adapted to the various environmental conditions found within its range. Yet, little is known about the molecular basis of this adaptation and details of the species population structure remains poorly characterized at the genome-wide level, as the massive size and repetitive nature of conifer genomes has prevented large scale genomic surveys. We have now generated a genome-wide dataset using a targeted sequencing approach and uncovered a very limited pattern of population structure within the species main range, along with rapid decay of linkage disequilibrium within the genome. Using divergence-based and landscape genomics methods we found several loci putatively underlying local adaptation. With divergence-based methods we discovered a very large putative inversion, spanning over 300 Mbp, present in the eastern part of the species distribution and possibly contributing to local adaptation. Better characterization of the genomic variation will contribute to breeding and genetic resource management and the detection of the large inversion may also have consequences for tree breeding as it has potential to limit recombination in the region. Footnotes * Figure 4 revised.
Understanding the consequences of local adaptation at the genomic diversity is a central goal in evolutionary genetics of natural populations. In species with large continuous geographical distributions the phenotypic signal of local adaptation is frequently clear, but the genetic background often remains elusive. We examined the patterns of genetic diversity in Pinus sylvestris, a keystone species in many Eurasian ecosystems with a huge distribution range and decades of forestry research showing that it is locally adapted to the vast range of environmental conditions. Making P. sylvestris an even more attractive subject of local adaptation study, population structure has been shown to be weak previously and in this study. However, little is known about the molecular genetic basis of adaptation, as the massive size of gymnosperm genomes has prevented large scale genomic surveys. We generated a both geographically and genomically extensive dataset using a targeted sequencing approach. By applying divergence-based and landscape genomics methods we found that several coding loci contribute to local adaptation. We also discovered a very large (ca. 300 Mbp) putative inversion with a signal of local adaptation, which to our knowledge is the first such discovery in conifers. Our results call for more detailed analysis of structural variation in relation to genomic basis of local adaptation, emphasize the lack of large effect loci contributing to local adaptation in the coding regions and thus point out to the need for more attention towards multi-locus analysis of polygenic adaptation.
Author Vuosku, Jaana
Li, Zhen
Savolainen, Outi
Sterck, Lieven
Tyrmi, Jaakko S
Acosta, Juan J
Pyhajarvi, Tanja
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Cites_doi 10.1534/genetics.107.077099
10.1017/S001667239900422X
10.1007/bf01245622
10.1111/j.1558-5646.2011.01486.x
10.1126/science.aar6343
10.1111/j.1365-294X.2012.05479.x
10.1007/s11295-008-0188-3
10.1016/j.tree.2018.12.005
10.1126/science.aag0776
10.1086/688018
10.1139/x97-052
10.1038/hdy.2016.115
10.1086/286119
10.1101/gr.154831.113
10.1093/bioinformatics/btp352
10.1534/genetics.105.047985
10.1093/bib/bbs017
10.1038/nrg3522
10.1046/j.1469-8137.2003.00920.x
10.1007/s11295-012-0532-5
10.1080/02827589409382808
10.1371/journal.pgen.1000695
10.1038/hdy.2009.74
10.1093/bioinformatics/btr330
10.1534/genetics.110.120873
10.1038/nmeth.1923
10.1016/j.ajhg.2015.12.022
10.1038/hdy.2014.20
10.1073/pnas.1219381110
10.1073/pnas.221274498
10.1371/journal.pgen.1004412
10.1038/ng.3075
10.1038/nature10944
10.1111/1755-0998.12592
10.1186/gb-2014-15-3-r59
10.1038/hdy.2011.81
10.1111/j.1466-822X.2006.00226.x
10.1111/j.1756-1051.2012.01516.x
10.1534/genetics.113.153783
10.1534/g3.115.019588
10.1111/j.1365-294X.2010.04546.x
10.1534/genetics.113.152991
10.1093/gbe/evt109
10.1186/s12864-016-3081-8
10.1093/nar/gkv073
10.1111/mec.14402
10.1101/445056
10.1038/s41467-019-08992-7
10.1093/gbe/evx070
10.1093/bfgp/elv020
10.1111/mec.14341
10.2307/2346101
10.1093/oxfordjournals.molbev.a004070
10.1126/science.aaf5098
10.1101/gr.094052.109.vidual
10.1534/genetics.114.165548
10.1111/j.1365-294X.2005.02553.x
10.1186/1471-2148-7-233
10.1016/j.tree.2018.04.002
10.1016/j.tig.2015.05.006
10.1534/genetics.110.114819
10.1534/genetics.108.092221
10.1086/682405
10.1007/s001220050268
10.1111/j.1558-5646.2010.01119.x
10.1534/genetics.112.140749
10.1111/j.1558-5646.2011.01269.x
10.1007/s00122-003-1312-2
10.1111/1755-0998.12387
10.1038/nrg700
10.1111/evo.13502
10.1093/nar/gkt1122
10.1111/j.1461-0248.2004.00684.x
10.1111/mec.14871
10.1038/142219a0
10.1371/journal.pgen.1000686
10.1146/annurev.ecolsys.38.091206.095646
10.1017/S0016672301004955
10.1111/mec.12514
10.1111/nph.13897
10.1111/gcb.12181
10.1186/1471-2148-9-177
10.1073/pnas.0404231101
10.1146/annurev.genet.30.1.261
10.1002/ajb2.1002
10.1111/mec.14852
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Keywords population genetics – empirical
adaptation
landscape genetics
gymnosperms
Language English
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References Wellenreuther, Bernatchez (647412v3.112) 2018; 33
Pyhäjärvi, García-Gil, Knürr, Mikkonen, Wachowiak, Savolainen (647412v3.97) 2007; 177
Yeaman (647412v3.115) 2013; 110
Galinsky, Bhatia, Loh, Georgiev, Mukherjee, Patterson, Price (647412v3.38) 2016; 98
Leinonen, Remington, Savolainen (647412v3.73) 2011; 65
Vitalis, Gautier, Dawson, Beaumont (647412v3.110) 2014; 196
Andoflatto, Depaulis, Navarro (647412v3.8) 2001; 77
Field, Boyle, Telis, Gao, Gaulton, Golan, Pritchard (647412v3.35) 2016; 354
Kopelman, Mayzel, Jakobsson, Rosenberg, Mayrose (647412v3.62) 2015; 15
Le Corre, Kremer (647412v3.70) 2003a; 164
Hudson, Slatkin, Maddison (647412v3.49) 1992; 132
Excoffier, Hofer, Foll (647412v3.31) 2009; 103
Tyrmi (647412v3.109) 2018; 445056
Faria, Johannesson, Butlin, Westram (647412v3.33) 2019; 34
Benjamini, Hochberg (647412v3.12) 1995
Pederick (647412v3.93) 1968; 17
Barton, Keightley (647412v3.11) 2002; 3
Bhatia, Patterson, Sankararaman, Price (647412v3.16) 2013; 23
Racimo, Berg, Pickrell (647412v3.99) 2018; 208
Hurme, Sillanpää, Repo, Arjas, Savolainen (647412v3.51) 2000; 156
Le Corre, Kremer (647412v3.71) 2003b; 164
Puig, Casillas, Villatoro, Cáceres (647412v3.95) 2015; 14
Evanno, Regnaut, Goudet (647412v3.29) 2005; 14
Dobzhansky (647412v3.25) 1970; 139
Pyhäjärvi, Garcia-Gil, Knurr, Mikkonen, Wachowiak, Savolainen (647412v3.96) 2007; 177
Neale, Savolainen (647412v3.87) 2004; 9
Buckler, Holland, Bradbury, Acharya, Brown, Browne (647412v3.19) 2009; 325
Nei, Li (647412v3.90) 1979; 76
Thorvaldsdóttir, Robinson, Mesirov (647412v3.108) 2013; 14
Li, De La Torre, Sterck, Cánovas, Avila, Merino, Van De Peer (647412v3.77) 2017; 9
McVean (647412v3.82) 2009; 5
Huxley (647412v3.52) 1938; 142
Brown, Gill, Kuntz, Langley, Neale (647412v3.18) 2004; 101
Hill, Robertson (647412v3.46) 1968; 38
Bradburd, Coop, Ralph (647412v3.17) 2018; 210
Li, Handsaker, Wysoker, Fennell, Ruan, Homer, Durbin (647412v3.76) 2009; 25
Knoth, Eulgem (647412v3.60) 2008; 55
Grivet, Avia, Vaattovaara, Eckert, Neale, Savolainen, González-Martínez (647412v3.42) 2017; 26
Latta (647412v3.69) 2003; 161
Fisher (647412v3.36) 1918; 52
Holliday, Ritland, Aitken (647412v3.48) 2010; 188
Gutenkunst, Hernandez, Williamson, Bustamante (647412v3.43) 2009; 5
Hermida-Carrera, Fares, Fernández, Gil-Pelegrín, Kapralov, Mir (647412v3.45) 2017; 12
Pritchard, Stephens, Donnelly (647412v3.94) 2000; 155
Coop, Witonsky, Di Rienzo, Pritchard (647412v3.23) 2010; 185
Cheddadi, Vendramin, Litt, François, Kageyama, Lorentz, Lunt (647412v3.21) 2006; 15
Tajima (647412v3.106) 1989; 123
Garner, Kenney, Fishman, Sweigart (647412v3.39) 2016; 211
Cáceres, González (647412v3.20) 2015; 43
Alberto, Derory, Boury, Frigerio, Zimmermann, Kremer (647412v3.6) 2013; 195
Neale, Wegrzyn, Stevens, Zimin, Puiu, Crepeau, Langley (647412v3.88) 2014; 15
Mikola (647412v3.84) 1982; 16
Rockman (647412v3.100) 2012; 66
Fan, Hansen, Lo, Tishkoff (647412v3.32) 2016; 354
Jones, Grabherr, Chan, Russell, Mauceli, Johnson, Kingsley (647412v3.53) 2012; 484
Pyhäjärvi, Hufford, Mezmouk, Ross-Ibarra (647412v3.98) 2013; 5
Karhu, Hurme, Karjalainen, Karvonen, Kärkkäinen, Neale, Savolainen (647412v3.56) 1996; 93
Luu, Bazin, Blum (647412v3.79) 2017; 17
Keller, Olson, Salim, William, Peter (647412v3.58) 2010; 19
Orr (647412v3.92) 1998; 52
Acosta, Fahrenkrog, Neves, Resende, Dervinis, Davis, Kirst (647412v3.1) 2019; 11
Gould, Chen, Lowry (647412v3.41) 2018
Kremer, Le Corre (647412v3.63) 2012; 108
Savolainen, Pyhäjärvi, Knürr (647412v3.102) 2007; 38
Barton (647412v3.10) 1999; 74
Thompson, Jiggins (647412v3.107) 2014
Alexander, Novembre, Lange (647412v3.7) 2009
Berg, Coop (647412v3.13) 2014; 10
Feldman, Otto, Christiansen (647412v3.34) 1997; 30
Mei, Stetter, Gates, Stitzer, Ross-Ibarra (647412v3.83) 2018; 105
Yeaman, Whitlock (647412v3.117) 2011; 65
Latta (647412v3.68) 1998; 151
Ma, Hall, St. Onge, Jansson, Ingvarsson (647412v3.80) 2010; 186
Aho (647412v3.4) 1994; 9
Kronenberg, Fiddes, Gordon, Murali, Cantsilieris, Meyerson, Eichler (647412v3.64) 2018; 360
Sundell, Mannapperuma, Netotea, Delhomme, Lin, Sj, Street (647412v3.105) 2015
Kujala, Knürr, Kärkkäinen, Neale, Sillanpää, Savolainen (647412v3.65) 2017; 118
Langmead, Salzberg (647412v3.67) 2012; 9
Yeaman (647412v3.116) 2015; 186
Barb, Bowers, Renaut, Rey, Knapp, Rieseberg, Burke (647412v3.9) 2014; 197
Alberto, Aitken, Alía, González-Martínez, Hänninen, Kremer, Savolainen (647412v3.5) 2013; 19
Slatkin (647412v3.104) 1973; 75
Zonneveld (647412v3.118) 2012; 30
Kirkpatrick, Barton (647412v3.59) 2006; 434
Schmidt, Zhu, Das, Batavia, Yang, Eanes (647412v3.103) 2008; 105
Martínez-Fundichely, Casillas, Egea, Ràmia, Barbadilla, Pantano, Cáceres (647412v3.81) 2014; 42
Beuker (647412v3.15) 1994; 14
Hurme, Repo, Savolainen, Pääkkönen (647412v3.50) 1997; 27
Kujala, Savolainen (647412v3.66) 2012; 8
Savolainen, Lascoux, Merilä (647412v3.101) 2013; 14
Noor, Gratos, Bertucci, Reiland (647412v3.91) 2001; 98
Ågren, Schemske (647412v3.3) 2012; 194
Danecek, Auton, Abecasis, Albers, Banks, DePristo, Durbin (647412v3.24) 2011; 27
Foll, Gaggiotti (647412v3.37) 2008; 180
Kawecki, Ebert (647412v3.57) 2004; 7
Eiche (647412v3.28) 1966; 36
Lu, Krutovsky, Nelson, Koralewski, Byram, Loopstra (647412v3.78) 2016
Wu, Nacu (647412v3.114) 2010; 26
Eckert, Bower, Jermstad, Wegrzyn, Knaus, Syring, Neale (647412v3.27) 2013; 22
Hämälä, Mattila, Savolainen (647412v3.44) 2018; 72
Levy-Sakin, Pastor, Mostovoy, Li, Leung, McCaffrey, Kwok (647412v3.74) 2019; 10
Hoban, Kelley, Lotterhos, Antolin, Bradburd, Lowry, Whitlock (647412v3.47) 2016; 188
Berg, Harpak, Sinnott-Armstrong, Joergensen, Mostafavi, Field (647412v3.14) 2019; 8
Westbrook, Neves, Kirst, Peter, Chamala, Nelson, Echt (647412v3.113) 2015; 5
Muratova (647412v3.85) 1994
Le Corre, Kremer (647412v3.72) 2012; 21
Lewontin, Krakauer (647412v3.75) 1973; 74
Adrion, Hahn, Cooper (647412v3.2) 2015; 31
Wachowiak, Balk, Savolainen (647412v3.111) 2009; 5
Kapun, Flatt (647412v3.55) 2018
Geraldes, Farzaneh, Grassa, McKown, Guy, Mansfield, Cronk (647412v3.40) 2014; 68
Chen, Källman, Ma, Gyllenstrand, Zaina, Morgante, Lascoux (647412v3.22) 2012; 191
Komulainen, Brown, Mikkonen, Karhu, Garc??a-Gil, O’Malley, Savolainen (647412v3.61) 2003; 107
Evans, Slavov, Rodgers-Melnick, Martin, Ranjan, Muchero, DiFazio (647412v3.30) 2014; 46
Jordan, Hoffmann, Dillon, Prober (647412v3.54) 2017
Naydenov, Senneville, Beaulieu, Tremblay, Bousquet (647412v3.86) 2007; 7
Nei, Kojima, Schaffer (647412v3.89) 1967; 57
Dvornyk, Sirviö, Mikkonen, Savolainen (647412v3.26) 2002; 19
References_xml – volume: 210
  start-page: 33
  issue: 1
  year: 2018
  end-page: 52
  ident: 647412v3.17
  article-title: Inferring continuous and discrete population genetic structure across space
  publication-title: Genetics
– volume: 177
  start-page: 1713
  issue: 3
  year: 2007
  end-page: 1724
  ident: 647412v3.97
  article-title: Demographic history has influenced nucleotide diversity in European Pinus sylvestris populations
  publication-title: Genetics
  doi: 10.1534/genetics.107.077099
– volume: 12
  start-page: e0183970
  issue: 8
  year: 2017
  ident: 647412v3.45
  article-title: Positively selected amino acid replacements within the RuBisCO enzyme of oak trees are associated with ecological adaptations
  publication-title: PloS One
– volume: 74
  start-page: S001667239900422X
  issue: 3
  year: 1999
  ident: 647412v3.10
  article-title: Clines in polygenic traits
  publication-title: Genetical Research
  doi: 10.1017/S001667239900422X
– volume: 36
  start-page: 1
  year: 1966
  end-page: 219
  ident: 647412v3.28
  article-title: Cold Damage and Plant Mortality in Experimental Provenance Plantations with Scots Pine in Northern Sweden
  publication-title: STUDIA FORESTALIA SUECICA
– volume: 38
  start-page: 226
  issue: 6
  year: 1968
  end-page: 231
  ident: 647412v3.46
  article-title: Linkage disequilibrium in finite populations
  publication-title: TAG Theoretical and Applied Genetics
  doi: 10.1007/bf01245622
– volume: 66
  start-page: 1
  issue: 1
  year: 2012
  end-page: 17
  ident: 647412v3.100
  article-title: The QTN program and the alleles that matter for evolution: All that’s gold does not glitter
  publication-title: Evolution
  doi: 10.1111/j.1558-5646.2011.01486.x
– volume: 360
  start-page: 6393
  year: 2018
  ident: 647412v3.64
  article-title: High-resolution comparative analysis of great ape genomes
  publication-title: Science
  doi: 10.1126/science.aar6343
– volume: 21
  start-page: 1548
  issue: 7
  year: 2012
  end-page: 66
  ident: 647412v3.72
  article-title: The genetic differentiation at quantitative trait loci under local adaptation
  publication-title: Molecular Ecology
  doi: 10.1111/j.1365-294X.2012.05479.x
– volume: 5
  start-page: 117
  issue: 1
  year: 2009
  end-page: 132
  ident: 647412v3.111
  article-title: Search for nucleotide diversity patterns of local adaptation in dehydrins and other cold-related candidate genes in Scots pine (Pinus sylvestris L.)
  publication-title: Tree Genetics & Genomes
  doi: 10.1007/s11295-008-0188-3
– volume: 34
  start-page: 239
  issue: 3
  year: 2019
  end-page: 248
  ident: 647412v3.33
  article-title: Evolving Inversions
  publication-title: Trends in Ecology and Evolution
  doi: 10.1016/j.tree.2018.12.005
– volume: 354
  start-page: 760
  issue: 6313
  year: 2016
  end-page: 764
  ident: 647412v3.35
  article-title: Detection of human adaptation during the past 2000 years
  publication-title: Science
  doi: 10.1126/science.aag0776
– volume: 188
  start-page: 379
  issue: 4
  year: 2016
  end-page: 397
  ident: 647412v3.47
  article-title: Finding the Genomic Basis of Local Adaptation: Pitfalls, Practical Solutions, and Future Directions
  publication-title: The American Naturalist
  doi: 10.1086/688018
– volume: 27
  start-page: 716
  issue: 5
  year: 1997
  end-page: 723
  ident: 647412v3.50
  article-title: Climatic adaptation of bud set and frost hardiness in Scots pine (Pinus sylvestris)
  publication-title: Canadian Journal of Forest Research
  doi: 10.1139/x97-052
– volume: 118
  start-page: 413
  issue: 5
  year: 2017
  end-page: 423
  ident: 647412v3.65
  article-title: Genetic heterogeneity underlying variation in a locally adaptive clinal trait in Pinus sylvestris revealed by a Bayesian multipopulation analysis
  publication-title: Heredity
  doi: 10.1038/hdy.2016.115
– volume: 55
  start-page: 53
  issue: 1
  year: 2008
  end-page: 64
  ident: 647412v3.60
  article-title: The oomycete response gene LURP1 is required for defense against Hyaloperonospora parasitica in Arabidopsis thaliana
  publication-title: The Plant Journal
– volume: 52
  start-page: 399
  year: 1918
  end-page: 433
  ident: 647412v3.36
  article-title: The Correlation Between Relatives on the Supposition of Mendelian Inheritance
  publication-title: Proc. Roy. Soc. Edinburgh
– volume: 151
  start-page: 283
  issue: 3
  year: 1998
  end-page: 292
  ident: 647412v3.68
  article-title: Differentiation of Allelic Frequencies at Quantitative Trait Loci Affecting Locally Adaptive Traits Differentiation of Allelic Frequencies at Quantitative Trait Loci Affecting Locally Adaptive Traits
  publication-title: The American Naturalist
  doi: 10.1086/286119
– year: 1994
  ident: 647412v3.85
  article-title: Cytogenetical study on Scots pine (Pinus sylvestris L.) in the Central Yakutia
  publication-title: Cytogenetic Studies of Forest Trees and Shrub Species: Proc. First IUFRO Cytogenetics Working Party
– volume: 23
  start-page: 1514
  issue: 9
  year: 2013
  end-page: 1521
  ident: 647412v3.16
  article-title: Estimating and interpreting FST: The impact of rare variants
  publication-title: Genome Research
  doi: 10.1101/gr.154831.113
– volume: 25
  start-page: 2078
  issue: 16
  year: 2009
  end-page: 2079
  ident: 647412v3.76
  article-title: The Sequence Alignment/Map format and SAMtools
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btp352
– volume: 434
  start-page: 419
  year: 2006
  end-page: 434
  ident: 647412v3.59
  article-title: Chromosome Inversions
  publication-title: Local Adaptation and Speciation
  doi: 10.1534/genetics.105.047985
– volume: 14
  start-page: 178
  issue: 2
  year: 2013
  end-page: 192
  ident: 647412v3.108
  article-title: Integrative Genomics Viewer (IGV): High-performance genomics data visualization and exploration
  publication-title: Briefings in Bioinformatics
  doi: 10.1093/bib/bbs017
– volume: 139
  year: 1970
  ident: 647412v3.25
  publication-title: Genetics of the evolutionary process
– volume: 74
  start-page: 175
  issue: 1
  year: 1973
  end-page: 195
  ident: 647412v3.75
  article-title: Distribution of gene frequency as a test of the theory of the selective neutrality of polymorphisms
  publication-title: Genetics
– volume: 14
  start-page: 961
  issue: 7–9
  year: 1994
  end-page: 970
  ident: 647412v3.15
  article-title: Adaptation to climatic changes of the timing of bud burst in populations of Pinus sylvestris L. and Picea abies
  publication-title: Tree Physiology
– volume: 14
  start-page: 807
  issue: 11
  year: 2013
  end-page: 20
  ident: 647412v3.101
  article-title: Ecological genomics of local adaptation
  publication-title: Nature Reviews. Genetics
  doi: 10.1038/nrg3522
– volume: 161
  start-page: 51
  issue: 1
  year: 2003
  end-page: 58
  ident: 647412v3.69
  article-title: Gene flow, adaptive population divergence and comparative population structure across loci
  publication-title: New Phytologist
  doi: 10.1046/j.1469-8137.2003.00920.x
– volume: 8
  start-page: 1451
  issue: 6
  year: 2012
  end-page: 1467
  ident: 647412v3.66
  article-title: Sequence variation patterns along a latitudinal cline in Scots pine (Pinus sylvestris): Signs of clinal adaptation?
  publication-title: Tree Genetics and Genomes
  doi: 10.1007/s11295-012-0532-5
– volume: 9
  start-page: 17
  issue: 1–4
  year: 1994
  end-page: 24
  ident: 647412v3.4
  article-title: Autumn frost hardening of one-year-old Pinus sylvestris (L.) seedlings: Effect of origin and parent trees
  publication-title: Scandinavian Journal of Forest Research
  doi: 10.1080/02827589409382808
– volume: 5
  start-page: 10
  year: 2009
  ident: 647412v3.43
  article-title: Inferring the joint demographic history of multiple populations from multidimensional SNP frequency data
  publication-title: PLoS Genetics
  doi: 10.1371/journal.pgen.1000695
– volume: 103
  start-page: 285
  issue: 4
  year: 2009
  end-page: 98
  ident: 647412v3.31
  article-title: Detecting loci under selection in a hierarchically structured population
  publication-title: Heredity
  doi: 10.1038/hdy.2009.74
– volume: 208
  start-page: 1565
  issue: 4
  year: 2018
  end-page: 1584
  ident: 647412v3.99
  article-title: Detecting polygenic adaptation in admixture graphs
  publication-title: Genetics
– volume: 27
  start-page: 2156
  issue: 15
  year: 2011
  end-page: 8
  ident: 647412v3.24
  article-title: The variant call format and VCFtools
  publication-title: Bioinformatics (Oxford, England)
  doi: 10.1093/bioinformatics/btr330
– volume: 186
  start-page: 1033
  issue: 3
  year: 2010
  end-page: 1044
  ident: 647412v3.80
  article-title: Genetic differentiation, clinal variation and phenotypic associations with growth cessation across the Populus tremula photoperiodic pathway
  publication-title: Genetics
  doi: 10.1534/genetics.110.120873
– volume: 9
  start-page: 357
  issue: 4
  year: 2012
  end-page: 9
  ident: 647412v3.67
  article-title: Fast gapped-read alignment with Bowtie 2
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1923
– volume: 98
  start-page: 456
  issue: 3
  year: 2016
  end-page: 472
  ident: 647412v3.38
  article-title: Fast Principal-Component Analysis Reveals Convergent Evolution of ADH1B in Europe and East Asia
  publication-title: American Journal of Human Genetics
  doi: 10.1016/j.ajhg.2015.12.022
– start-page: 1
  year: 2014
  end-page: 8
  ident: 647412v3.107
  article-title: Supergenes and their role in evolution
  publication-title: Heredity
  doi: 10.1038/hdy.2014.20
– volume: 110
  start-page: E1743
  issue: 19
  year: 2013
  end-page: E1751
  ident: 647412v3.115
  article-title: Genomic rearrangements and the evolution of clusters of locally adaptive loci
  publication-title: Proceedings of the National Academy of Sciences
  doi: 10.1073/pnas.1219381110
– volume: 156
  start-page: 1309
  issue: 1930
  year: 2000
  end-page: 1322
  ident: 647412v3.51
  article-title: Genetic basis of climatic adaptation in Scots pine by Bayesian QTL analysis
  publication-title: Genetics
– volume: 98
  start-page: 12084
  issue: 21
  year: 2001
  end-page: 12088
  ident: 647412v3.91
  article-title: Chromosomal inversions and the reproductive isolation of species
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
  doi: 10.1073/pnas.221274498
– volume: 10
  start-page: 8
  year: 2014
  ident: 647412v3.13
  article-title: A Population Genetic Signal of Polygenic Adaptation
  publication-title: PLoS Genetics
  doi: 10.1371/journal.pgen.1004412
– volume: 17
  start-page: 22
  year: 1968
  end-page: 26
  ident: 647412v3.93
  article-title: Chromosome inversions in Pinus radiata
  publication-title: Silvae Genet
– volume: 46
  start-page: 1089
  issue: 10
  year: 2014
  end-page: 1096
  ident: 647412v3.30
  article-title: Population genomics of Populus trichocarpa identifies signatures of selection and adaptive trait associations
  publication-title: Nature Genetics
  doi: 10.1038/ng.3075
– volume: 484
  start-page: 55
  issue: 7392
  year: 2012
  end-page: 61
  ident: 647412v3.53
  article-title: The genomic basis of adaptive evolution in threespine sticklebacks
  publication-title: Nature
  doi: 10.1038/nature10944
– volume: 17
  start-page: 67
  issue: 1
  year: 2017
  end-page: 77
  ident: 647412v3.79
  article-title: pcadapt: an R package to perform genome scans for selection based on principal component analysis
  publication-title: Molecular Ecology Resources
  doi: 10.1111/1755-0998.12592
– volume: 15
  start-page: R59
  issue: 3
  year: 2014
  ident: 647412v3.88
  article-title: Decoding the massive genome of loblolly pine using haploid DNA and novel assembly strategies
  publication-title: Genome Biology
  doi: 10.1186/gb-2014-15-3-r59
– volume: 68
  start-page: 3260
  issue: 11
  year: 2014
  end-page: 3280
  ident: 647412v3.40
  article-title: Landscape genomics of Populus trichocarpa: the role of hybridization, limited gene flow, and natural selection in shaping patterns of population structure
  publication-title: Evolution
– volume: 108
  start-page: 375
  issue: 4
  year: 2012
  end-page: 385
  ident: 647412v3.63
  article-title: Decoupling of differentiation between traits and their underlying genes in response to divergent selection
  publication-title: Heredity
  doi: 10.1038/hdy.2011.81
– volume: 15
  start-page: 271
  issue: 3
  year: 2006
  end-page: 282
  ident: 647412v3.21
  article-title: Imprints of glacial refugia in the modern genetic diversity of Pinus sylvestris
  publication-title: Global Ecology and Biogeography
  doi: 10.1111/j.1466-822X.2006.00226.x
– volume: 325
  start-page: 714
  issue: 5941
  year: 2009
  end-page: 718
  ident: 647412v3.19
  article-title: The genetic architecture of maize flowering time
  publication-title: Science
– volume: 30
  start-page: 490
  issue: 4
  year: 2012
  end-page: 502
  ident: 647412v3.118
  article-title: Conifer genome sizes of 172 species, covering 64 of 67 genera, range from 8 to 72 picogram
  publication-title: Nordic Journal of Botany
  doi: 10.1111/j.1756-1051.2012.01516.x
– volume: 195
  start-page: 495
  issue: 2
  year: 2013
  end-page: 512
  ident: 647412v3.6
  article-title: Imprints of natural selection along environmental gradients in phenology-related genes of Quercus petraea
  publication-title: Genetics
  doi: 10.1534/genetics.113.153783
– volume: 5
  start-page: 1685
  issue: 8
  year: 2015
  end-page: 1694
  ident: 647412v3.113
  article-title: A Consensus Genetic Map for Pinus taeda and Pinus elliottii and Extent of Linkage Disequilibrium in Two Genotype-Phenotype Discovery Populations of Pinus taeda
  publication-title: G3: Genes|Genomes|Genetics
  doi: 10.1534/g3.115.019588
– volume: 19
  start-page: 1212
  issue: 6
  year: 2010
  end-page: 1226
  ident: 647412v3.58
  article-title: Genomic diversity, population structure, and migration following rapid range expansion in the Balsam Poplar, Populus balsamifera
  publication-title: Molecular Ecology
  doi: 10.1111/j.1365-294X.2010.04546.x
– volume: 196
  start-page: 799
  issue: 3
  year: 2014
  end-page: 817
  ident: 647412v3.110
  article-title: Detecting and measuring selection from gene frequency data
  publication-title: Genetics
  doi: 10.1534/genetics.113.152991
– volume: 5
  start-page: 1594
  issue: 9
  year: 2013
  end-page: 1609
  ident: 647412v3.98
  article-title: Complex patterns of local adaptation in teosinte
  publication-title: Genome Biology and Evolution
  doi: 10.1093/gbe/evt109
– volume: 26
  start-page: 873
  issue: 7
  year: 2010
  end-page: 881
  ident: 647412v3.114
  article-title: Fast and SNP-tolerant detection of complex variants and splicing in short reads
  publication-title: Bioinformatics
– start-page: 1
  year: 2016
  end-page: 11
  ident: 647412v3.78
  article-title: Exome genotyping, linkage disequilibrium and population structure in loblolly pine (Pinus taeda L.)
  publication-title: BMC Genomics
  doi: 10.1186/s12864-016-3081-8
– volume: 43
  issue: 8
  year: 2015
  ident: 647412v3.20
  article-title: Following the footprints of polymorphic inversions on SNP data: From detection to association tests
  publication-title: Nucleic Acids Research
  doi: 10.1093/nar/gkv073
– volume: 26
  start-page: 6857
  issue: 24
  year: 2017
  end-page: 6870
  ident: 647412v3.42
  article-title: High rate of adaptive evolution in two widespread European pines
  publication-title: Molecular Ecology
  doi: 10.1111/mec.14402
– volume: 155
  start-page: 945
  issue: 2
  year: 2000
  end-page: 959
  ident: 647412v3.94
  article-title: Inference of population structure using multilocus genotype data
  publication-title: Genetics
– volume: 445056
  year: 2018
  ident: 647412v3.109
  article-title: STAPLER: a simple tool for creating, managing and parallelizing common high-throughput sequencing workflows
  publication-title: BioRxiv
  doi: 10.1101/445056
– volume: 10
  start-page: 1
  issue: 1
  year: 2019
  end-page: 14
  ident: 647412v3.74
  article-title: Genome maps across 26 human populations reveal population-specific patterns of structural variation
  publication-title: Nature Communications
  doi: 10.1038/s41467-019-08992-7
– volume: 9
  start-page: 1130
  issue: 5
  year: 2017
  end-page: 1147
  ident: 647412v3.77
  article-title: Single-copy genes as molecularmarkers for phylogenomic studies in seed plants
  publication-title: Genome Biology and Evolution
  doi: 10.1093/gbe/evx070
– volume: 14
  start-page: 369
  issue: 5
  year: 2015
  end-page: 379
  ident: 647412v3.95
  article-title: Human inversions and their functional consequences
  publication-title: Briefings in Functional Genomics
  doi: 10.1093/bfgp/elv020
– year: 2017
  ident: 647412v3.54
  article-title: Evidence of genomic adaptation to climate in Eucalyptus microcarpa: implications for adaptive potential to projected climate change
  publication-title: Molecular Ecology
  doi: 10.1111/mec.14341
– year: 1995
  ident: 647412v3.12
  article-title: Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
  publication-title: Journal of the Royal Statistical Society. Series B (Methodological). WileyRoyal Statistical Society
  doi: 10.2307/2346101
– volume: 19
  start-page: 179
  issue: 2
  year: 2002
  end-page: 188
  ident: 647412v3.26
  article-title: Low nucleotide diversity at the pal1 locus in the widely distributed Pinus sylvestris
  publication-title: Molecular Biology and Evolution
  doi: 10.1093/oxfordjournals.molbev.a004070
– volume: 354
  start-page: 54
  issue: 6308
  year: 2016
  end-page: 59
  ident: 647412v3.32
  article-title: Review of Recent Human Adaptation
  publication-title: Science
  doi: 10.1126/science.aaf5098
– year: 2009
  ident: 647412v3.7
  publication-title: Fast model-based estimation of ancestry in unrelated individuals, 1655–1664
  doi: 10.1101/gr.094052.109.vidual
– volume: 197
  start-page: 969
  issue: 3
  year: 2014
  end-page: 979
  ident: 647412v3.9
  article-title: Chromosomal evolution and patterns of introgression in Helianthus
  publication-title: Genetics
  doi: 10.1534/genetics.114.165548
– volume: 14
  start-page: 2611
  issue: 8
  year: 2005
  end-page: 2620
  ident: 647412v3.29
  article-title: Detecting the number of clusters of individuals using the software STRUCTURE: A simulation study
  publication-title: Molecular Ecology
  doi: 10.1111/j.1365-294X.2005.02553.x
– volume: 7
  start-page: 1
  issue: 1
  year: 2007
  end-page: 12
  ident: 647412v3.86
  article-title: Glacial vicariance in Eurasia: Mitochondrial DNA evidence from Scots pine for a complex heritage involving genetically distinct refugia at mid-northern latitudes and in Asia Minor
  publication-title: BMC Evolutionary Biology
  doi: 10.1186/1471-2148-7-233
– volume: 33
  start-page: 427
  issue: 6
  year: 2018
  end-page: 440
  ident: 647412v3.112
  article-title: Eco-Evolutionary Genomics of Chromosomal Inversions
  publication-title: Trends in Ecology and Evolution
  doi: 10.1016/j.tree.2018.04.002
– volume: 31
  start-page: 434
  issue: 8
  year: 2015
  end-page: 444
  ident: 647412v3.2
  article-title: Revisiting classic clines in Drosophila melanogaster in the age of genomics
  publication-title: Trends in Genetics
  doi: 10.1016/j.tig.2015.05.006
– volume: 75
  start-page: 733
  issue: 4
  year: 1973
  end-page: 756
  ident: 647412v3.104
  article-title: GENE FLOW AND SELECTION IN A CLINE
  publication-title: Genetics
– volume: 52
  start-page: 935
  issue: 4
  year: 1998
  end-page: 949
  ident: 647412v3.92
  article-title: The population genetics of adaptation: The distribution of factors fixed during adaptive evolution
  publication-title: Evolution
– volume: 185
  start-page: 1411
  issue: 4
  year: 2010
  end-page: 23
  ident: 647412v3.23
  article-title: Using environmental correlations to identify loci underlying local adaptation
  publication-title: Genetics
  doi: 10.1534/genetics.110.114819
– volume: 180
  start-page: 977
  issue: 2
  year: 2008
  end-page: 93
  ident: 647412v3.37
  article-title: A genome-scan method to identify selected loci appropriate for both dominant and codominant markers: a Bayesian perspective
  publication-title: Genetics
  doi: 10.1534/genetics.108.092221
– volume: 186
  start-page: S74
  issue: S1
  year: 2015
  end-page: S89
  ident: 647412v3.116
  article-title: Local Adaptation by Alleles of Small Effect
  publication-title: The American Naturalist
  doi: 10.1086/682405
– volume: 76
  start-page: 5269
  issue: 10
  year: 1979
  end-page: 5273
  ident: 647412v3.90
  publication-title: Mathematical model for studying genetic variation in terms of restriction endonucleases
– volume: 188
  start-page: 501
  issue: 2
  year: 2010
  end-page: 514
  ident: 647412v3.48
  article-title: Widespread, ecologically relevant genetic markers developed from association mapping of climate-related traits in Sitka spruce (Picea sitchensis)
  publication-title: New Phytologist
– volume: 123
  start-page: 585
  issue: 3
  year: 1989
  end-page: 595
  ident: 647412v3.106
  article-title: Statistical method for testing the neutral mutation hypothesis by DNA polymorphism
  publication-title: Genetics
– volume: 93
  start-page: 215
  issue: 1–2
  year: 1996
  end-page: 221
  ident: 647412v3.56
  article-title: Do molecular markers reflect patterns of differentiation in adaptive traits of conifers?
  publication-title: Theoretical and Applied Genetics
  doi: 10.1007/s001220050268
– volume: 65
  start-page: 90
  issue: 1
  year: 2011
  end-page: 107
  ident: 647412v3.73
  article-title: Local adaptation, phenotypic differentiation, and hybrid fitness in diverged natural populations of Arabidopsis lyrata
  publication-title: Evolution; International Journal of Organic Evolution
  doi: 10.1111/j.1558-5646.2010.01119.x
– volume: 191
  start-page: 865
  issue: 3
  year: 2012
  end-page: 81
  ident: 647412v3.22
  article-title: Disentangling the roles of history and local selection in shaping clinal variation of allele frequencies and gene expression in Norway spruce (Picea abies)
  publication-title: Genetics
  doi: 10.1534/genetics.112.140749
– volume: 65
  start-page: 1897
  issue: 7
  year: 2011
  end-page: 911
  ident: 647412v3.117
  article-title: The genetic architecture of adaptation under migration-selection balance
  publication-title: Evolution; International Journal of Organic Evolution
  doi: 10.1111/j.1558-5646.2011.01269.x
– volume: 107
  start-page: 667
  issue: 4
  year: 2003
  end-page: 678
  ident: 647412v3.61
  article-title: Comparing EST-based genetic maps between Pinus sylvestris and Pinus taeda
  publication-title: Theoretical and Applied Genetics
  doi: 10.1007/s00122-003-1312-2
– volume: 15
  start-page: 1179
  issue: 5
  year: 2015
  end-page: 1191
  ident: 647412v3.62
  article-title: Clumpak: A program for identifying clustering modes and packaging population structure inferences across K
  publication-title: Molecular Ecology Resources
  doi: 10.1111/1755-0998.12387
– volume: 3
  start-page: 11
  issue: 1
  year: 2002
  end-page: 21
  ident: 647412v3.11
  article-title: Multifactorial Geneticsunderstanding Quantitative Genetic Variation
  publication-title: Nature Reviews Genetics
  doi: 10.1038/nrg700
– volume: 132
  start-page: 2
  year: 1992
  ident: 647412v3.49
  article-title: Estimation of levels of gene flow from DNA sequence data
  publication-title: Genetics
– volume: 105
  start-page: 16207
  issue: 42
  year: 2008
  end-page: 16211
  ident: 647412v3.103
  article-title: An amino acid polymorphism in the couch potato gene forms the basis for climatic adaptation in Drosophila melanogaster
  publication-title: Proceedings of the National Academy of Sciences
– volume: 72
  start-page: 1373
  issue: 7
  year: 2018
  end-page: 1386
  ident: 647412v3.44
  article-title: Local adaptation and ecological differentiation under selection, migration, and drift in Arabidopsis lyrata*
  publication-title: Evolution
  doi: 10.1111/evo.13502
– volume: 57
  start-page: 741
  issue: 4
  year: 1967
  ident: 647412v3.89
  article-title: Frequency changes of new inversions in populations under mutation-selection equilibria
  publication-title: Genetics
– volume: 42
  start-page: 1027
  issue: D1
  year: 2014
  end-page: 1032
  ident: 647412v3.81
  article-title: InvFEST, a database integrating information of polymorphic inversions in the human genome
  publication-title: Nucleic Acids Research
  doi: 10.1093/nar/gkt1122
– volume: 7
  start-page: 1225
  issue: 12
  year: 2004
  end-page: 1241
  ident: 647412v3.57
  article-title: Conceptual issues in local adaptation
  publication-title: Ecology Letters
  doi: 10.1111/j.1461-0248.2004.00684.x
– volume: 177
  start-page: 1713
  issue: 3
  year: 2007
  end-page: 1724
  ident: 647412v3.96
  article-title: Demographic history has influenced nucleotide diversity in European Pinus sylvestris populations
  publication-title: Genetics
  doi: 10.1534/genetics.107.077099
– year: 2018
  ident: 647412v3.55
  article-title: The adaptive significance of chromosomal inversion polymorphisms in Drosophila melanogaster
  publication-title: Molecular Ecology
  doi: 10.1111/mec.14871
– volume: 194
  start-page: 1112
  issue: 4
  year: 2012
  end-page: 1122
  ident: 647412v3.3
  article-title: Reciprocal transplants demonstrate strong adaptive differentiation of the model organism Arabidopsis thaliana in its native range
  publication-title: New Phytologist
– volume: 142
  start-page: 219
  year: 1938
  end-page: 220
  ident: 647412v3.52
  article-title: Clines: an Auxiliary Taxonomic Principle
  publication-title: Nature
  doi: 10.1038/142219a0
– volume: 11
  start-page: 508
  issue: 2
  year: 2019
  end-page: 520
  ident: 647412v3.1
  article-title: Exome Resequencing Reveals Evolutionary History, Genomic Diversity, and Targets of Selection in the Conifers Pinus taeda and Pinus elliottii
  publication-title: Genome Biology and Evolution
– volume: 5
  issue: 10
  year: 2009
  ident: 647412v3.82
  article-title: A genealogical interpretation of principal components analysis
  publication-title: PLoS Genetics
  doi: 10.1371/journal.pgen.1000686
– volume: 38
  start-page: 595
  issue: 1
  year: 2007
  end-page: 619
  ident: 647412v3.102
  article-title: Gene Flow and Local Adaptation in Trees
  publication-title: Annual Review of Ecology, Evolution, and Systematics
  doi: 10.1146/annurev.ecolsys.38.091206.095646
– volume: 77
  start-page: 1
  issue: 01
  year: 2001
  end-page: 8
  ident: 647412v3.8
  article-title: Inversion polymorphisms and nucleotide variability in Drosophila
  publication-title: Genetics Research
  doi: 10.1017/S0016672301004955
– volume: 22
  start-page: 5635
  issue: 22
  year: 2013
  end-page: 5650
  ident: 647412v3.27
  article-title: Multilocus analyses reveal little evidence for lineage-wide adaptive evolution within major clades of soft pines (Pinus subgenus Strobus)
  publication-title: Molecular Ecology
  doi: 10.1111/mec.12514
– volume: 16
  start-page: 178
  issue: 2
  year: 1982
  end-page: 184
  ident: 647412v3.84
  article-title: Bud-set phenology as an indicator of climatic adaptation of Scots pine in Finland [Pinus sylvestris]
  publication-title: Population Genetics of Forest Trees
– volume: 164
  start-page: 1205
  issue: 3
  year: 2003a
  end-page: 1219
  ident: 647412v3.70
  article-title: Genetic variability at neutral markers, quantitative trait loci and trait in a subdivided population under selection
  publication-title: Genetics
– volume: 8
  start-page: e39725
  year: 2019
  ident: 647412v3.14
  article-title: Reduced signal for polygenic adaptation of height in UK Biobank
  publication-title: ELife
– volume: 211
  start-page: 319
  issue: 1
  year: 2016
  end-page: 331
  ident: 647412v3.39
  article-title: Genetic loci with parent-of-origin effects cause hybrid seed lethality in crosses between Mimulus species
  publication-title: New Phytologist
  doi: 10.1111/nph.13897
– volume: 19
  start-page: 1645
  issue: 6
  year: 2013
  end-page: 61
  ident: 647412v3.5
  article-title: Potential for evolutionary responses to climate change - evidence from tree populations
  publication-title: Global Change Biology
  doi: 10.1111/gcb.12181
– volume: 164
  start-page: 1205
  issue: 3
  year: 2003b
  end-page: 1219
  ident: 647412v3.71
  article-title: Genetic variability at neutral markers, quantitative trait loci and trait in a subdivided population under selection
  publication-title: Genetics
  doi: 10.1186/1471-2148-9-177
– volume: 101
  start-page: 15255
  issue: 42
  year: 2004
  end-page: 15260
  ident: 647412v3.18
  article-title: Nucleotide diversity and linkage disequilibrium in loblolly pine
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
  doi: 10.1073/pnas.0404231101
– volume: 30
  start-page: 261
  issue: 1
  year: 1997
  end-page: 295
  ident: 647412v3.34
  article-title: Population Genetic Perspectives on the Evolution of Recombination
  publication-title: Annual Review of Genetics
  doi: 10.1146/annurev.genet.30.1.261
– start-page: 1149
  year: 2015
  end-page: 1156
  ident: 647412v3.105
  article-title: The Plant Genome Integrative Explorer Resource: PlantGenIE
  publication-title: org
– volume: 105
  start-page: 16
  issue: 1
  year: 2018
  end-page: 19
  ident: 647412v3.83
  article-title: Adaptation in plant genomes: Bigger is different
  publication-title: American Journal of Botany
  doi: 10.1002/ajb2.1002
– year: 2018
  ident: 647412v3.41
  article-title: Gene Regulatory Divergence Between Locally Adapted Ecotypes in Their Native Habitats
  publication-title: Molecular Ecology
  doi: 10.1111/mec.14852
– volume: 9
  start-page: 325
  issue: 7
  year: 2004
  end-page: 330
  ident: 647412v3.87
  article-title: Association genetics of complex traits in conifers
  publication-title: Trends in Plant Science
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Snippet In species with large continuous distributions the phenotypic signal of local adaptation is frequently clear, but the genetic background often remains elusive....
Understanding the consequences of local adaptation at the genomic diversity is a central goal in evolutionary genetics of natural populations. In species with...
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SubjectTerms Adaptation
Breeding
Decay
Environmental conditions
Genetic diversity
Genomes
Genomics
Keystone species
Linkage disequilibrium
Pinus sylvestris
Population structure
Recombination
Resource management
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Title Genomics of clinal local adaptation in Pinus sylvestris under continuous environmental and spatial genetic setting
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https://www.biorxiv.org/content/10.1101/647412
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