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Genetic insights into drought responses of boreal Scots pine

dc.contributor.authorKavlak, Alper Tuna
dc.contributor.authorMäkinen, Harri
dc.contributor.authorTikkasalo, Olli-Pekka
dc.contributor.authorKärkkäinen, Hanni
dc.contributor.authorHaapanen, Matti
dc.contributor.authorKärkkäinen, Katri
dc.contributor.authorKujala, Sonja Tuulia
dc.contributor.departmentid4100210410
dc.contributor.departmentid4100110310
dc.contributor.departmentid4100310610
dc.contributor.departmentid4100210310
dc.contributor.departmentid4100210410
dc.contributor.departmentid4100210410
dc.contributor.departmentid4100210410
dc.contributor.orcidhttps://orcid.org/0000-0001-6829-4242
dc.contributor.orcidhttps://orcid.org/0000-0002-1820-6264
dc.contributor.orcidhttps://orcid.org/0000-0003-3294-501X
dc.contributor.orcidhttps://orcid.org/0000-0002-3799-3013
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2026-10-16T09:09:29Z
dc.date.issued2026
dc.description.abstractClimate change is increasing the frequency and severity of drought in boreal forests, raising concern about the resilience of key tree species such as Scots pine (Pinus sylvestris L.). Understanding tree-level drought responses and their genetic basis is essential for climate-adaptive breeding and management strategies. We assessed drought responses and heritability of drought-response traits in 1,443 Scots pine trees from three progeny trials in southern and central Finland using basal area increment data. Two early-summer droughts in 2019 and 2021 were identified using the Standardized Precipitation–Evapotranspiration Index (SPEI). We quantified resistance, recovery and resilience using a growth-based framework and introduced a novel deviation-from-boundary metric describing departure from the theoretical full resilience in the resistance–recovery plane. Most trees failed to return to pre-drought growth within one year, indicating incomplete short term recovery. Phenotypic correlations between drought-response and growth traits were weak in magnitude (up to 0.24), indicating limited overlap between these trait groups. Genetic-correlation estimates ranged from − 0.72 to 0.63 and were associated with substantial standard errors. Genomic best linear unbiased prediction (GBLUP) models revealed drought response trait heritabilities of 0.03–0.16 in Tuusula and 0.13–0.29 in Hankasalmi. The deviation-from-boundary metric also showed heritable variation, with heritability estimates of 0.03–0.09 in Tuusula and 0.26 in Hankasalmi. Cross-event phenotypic and genetic correlations were weak or imprecise, indicating limited stability across drought events. However, the overlapping 2020 event windows warrant caution. Further validation across independent drought events and sites is needed before these resilience metrics can be considered for operational tree breeding.
dc.format.pagerange16 p.
dc.identifier.citationHow to cite: Kavlak, A.T., Mäkinen, H., Tikkasalo, OP. et al. Genetic insights into drought responses of boreal Scots pine. Eur J Forest Res 145, 121 (2026). https://doi.org/10.1007/s10342-026-01958-7
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/104388
dc.identifier.urlhttps://doi.org/10.1007/s10342-026-01958-7
dc.identifier.urnURN:NBN:fi-fe20261015134528
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationon
dc.okm.discipline4112
dc.okm.internationalcopublicationei
dc.okm.julkaisukanavaoa2 = Osittain avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherSpringer Nature
dc.relation.articlenumber121
dc.relation.doi10.1007/s10342-026-01958-7
dc.relation.ispartofseriesEuropean journal of forest research
dc.relation.issn1612-4669
dc.relation.issn1612-4677
dc.relation.numberinseries6
dc.relation.volume145
dc.rightsCC BY 4.0
dc.source.justusid146877
dc.subjectresilience
dc.subjectgenetic variation
dc.subjecttree breeding
dc.subjecttree rings
dc.subjectclimate adaptation
dc.titleGenetic insights into drought responses of boreal Scots pine
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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