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This study was funded by the European Union Horizon 2020 research and innovation program under grant agreement no. 676876 (GenTree project). ASM was supported by a PhD fellowship (FPI-SGIT-INIA) and TP by the Academy of Finland (287431). We are greatly indebted to all GenTree partner teams that participated in the seed collection campaigns: NIBIO, NERC, CNR, WSL, INRA and THUNEN. Finnish seeds were provided by Natural Resources Institute Finland, (LUKE). We thank Eduardo Ballesteros, Julius Bette, Fernando del Cano, Tabea Mackenbach, Tuomas Hamala, Sergio San Segundo, Ricardo Alia, Jose Climent, Silvia Matesanz, Mario Blanco-Sanchez, Marina Ramos-Munoz, Tiina M. Mattila, Weixuan Ning and Dario I. Ojeda for fieldwork assistance. We thank Ricardo Alia, Jose Climent and Regina Chambel for suggestions and comments on earlier versions of the manuscript and Silvia Matesanz for her suggestions on the final versions of the manuscript. We thank the staff at the Servicio Territorial de Medio Ambiente de Segovia for the authorization and assistance in establishing the Spanish experimental site. We also thank AEMET for providing the data of the climatic station next to the Spanish experimental site.

Analysis of institutional authors

Sole-Medina, AAuthorBenavides, RAuthor

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December 7, 2020
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Selection patterns on early-life phenotypic traits in Pinus sylvestris are associated with precipitation and temperature along a climatic gradient in Europe

Publicated to:New Phytologist. 229 (5): 3009-3025 - 2021-01-01 229(5), DOI: 10.1111/nph.17029

Authors: Ramirez-Valiente, Jose Alberto; Sole-Medina, Aida; Pyhajarvi, Tanja; Savolainen, Outi; Cervantes, Sandra; Kesalahti, Robert; Kujala, Sonja T; Kumpula, Timo; Heer, Katrin; Opgenoorth, Lars; Siebertz, Jan; Danusevicius, Darius; Notivol, Eduardo; Benavides, Raquel; Robledo-Arnuncio, Juan Jose

Affiliations

CSIC, Museo Nacl Ciencias Nat, LINCGlobal, Dept Biogeog & Global Change, C Jose Gutierrez Abascal 2, Madrid 28006, Spain - Author
Ctr Invest & Tecnol Agroalimentaria Aragon CITA, Unidad Recursos Forestales, Avda Montanana 930, Zaragoza 50059, Spain - Author
INIA CIFOR, Dept Forest Ecol & Genet, Ctra Coruna Km 7-5, Madrid 28040, Spain - Author
Nat Resources Inst Finland Luke, Jokioinen 90570, Finland - Author
Philipps Univ Marburg, Conservat Biol, Karl von Frisch Str 8, D-35043 Marburg, Germany - Author
Philipps Univ Marburg, Plant Ecol & Geobot, Karl von Frisch Str 8, D-35043 Marburg, Germany - Author
Swiss Fed Res Inst WSL, Zurcherstr 111, CH-8903 Birmensdorf, Switzerland - Author
Univ Oulu, Bioctr Oulu, FIN-90014 Oulu, Finland - Author
Univ Oulu, Dept Ecol & Genet, FIN-90014 Oulu, Finland - Author
Univ Rey Juan Carlos, Escuela Int Doctorado, C Tulipan S-N, Mostoles 28933, Spain - Author
Vytautas Magnus Univ, Fac Forest Sci & Ecol, Studentu Str 11, LT-53361 Kaunas, Lithuania - Author
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Abstract

Understanding the dynamics of selection is key to predicting the response of tree species to new environmental conditions in the current context of climate change. However, selection patterns acting on early recruitment stages and their climatic drivers remain largely unknown in most tree species, despite being a critical period of their life cycle. We measured phenotypic selection on Pinus sylvestris seed mass, emergence time and early growth rate over 2 yr in four common garden experiments established along the latitudinal gradient of the species in Europe. Significant phenotypic plasticity and among-population genetic variation were found for all measured phenotypic traits. Heat and drought negatively affected fitness in the southern sites, but heavy rainfalls also decreased early survival in middle latitudes. Climate-driven directional selection was found for higher seed mass and earlier emergence time, while the form of selection on seedling growth rates differed among sites and populations. Evidence of adaptive and maladaptive phenotypic plasticity was found for emergence time and early growth rate, respectively. Seed mass, emergence time and early growth rate have an adaptive role in the early stages of P. sylvestris and climate strongly influences the patterns of selection on these fitness-related traits.

Keywords

Assisted migrationClimate adaptationClimate changeEarly seedling growthEcophysiological traitsEmergence timeEstablishment successEuropeFrost hardinessGenetic-variationGrowth rateIntraspecific genetic variationLocal adaptationNatural selectionNatural-selectionPhenotypePhenotypic plasticityPinusPinus sylvestrisScots pineSeed massSeedling mortalityTemperatureTree mortality

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal New Phytologist due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2021, it was in position 8/239, thus managing to position itself as a Q1 (Primer Cuartil), in the category Plant Sciences. Notably, the journal is positioned above the 90th percentile.

From a relative perspective, and based on the normalized impact indicator calculated from World Citations provided by WoS (ESI, Clarivate), it yields a value for the citation normalization relative to the expected citation rate of: 1.09. This indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: ESI Nov 14, 2024)

This information is reinforced by other indicators of the same type, which, although dynamic over time and dependent on the set of average global citations at the time of their calculation, consistently position the work at some point among the top 50% most cited in its field:

  • Weighted Average of Normalized Impact by the Scopus agency: 1.02 (source consulted: FECYT Feb 2024)
  • Field Citation Ratio (FCR) from Dimensions: 3.74 (source consulted: Dimensions Jul 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-07-18, the following number of citations:

  • WoS: 15
  • Scopus: 14
  • Europe PMC: 6

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-07-18:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 54.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 52 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 5.85.
  • The number of mentions on the social network X (formerly Twitter): 10 (Altmetric).

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Finland; Germany; Lithuania; Switzerland.