No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation
With ongoing global warming, increasing water deficits promote physiological stress on forest ecosystems with negative impacts on tree growth, vitality, and survival. How individual tree species will react to increased drought stress is therefore a key research question to address for carbon account...
| Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Format: | article |
| Status: | Published version |
| Publication Date: | 2024 |
| Country: | España |
| Institution: | Consejo Superior de Investigaciones Científicas (CSIC) |
| Repository: | DIGITAL.CSIC. Repositorio Institucional del CSIC |
| OAI Identifier: | oai:digital.csic.es:10261/378599 |
| Online Access: | http://hdl.handle.net/10261/378599 https://api.elsevier.com/content/abstract/scopus_id/85201130466 |
| Access Level: | Open access |
| Keyword: | Fagus sylvatica Climate change Climate sensitivity Drought Growth projection Leading edge Trailing edge Tree rings |
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| dc.title.none.fl_str_mv |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| title |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| spellingShingle |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation Klesse, Stefan Fagus sylvatica Climate change Climate sensitivity Drought Growth projection Leading edge Trailing edge Tree rings |
| title_short |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| title_full |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| title_fullStr |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| title_full_unstemmed |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| title_sort |
No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water Limitation |
| dc.creator.none.fl_str_mv |
Klesse, Stefan Peters, Richard L. Alfaro Sánchez, Raquel Badeau, Vincent Baittinger, Claudia Battipaglia, Giovanna Bert, Didier Biondi, Franco Bosela, Michal Budeanu, Marius Čada, Vojtěch Camarero, Jesús Julio Cavin, Liam Claessens, Hugues Cretan, Ana-Maria Čufar, Katarina De Luis, Martin Dorado-Liñán, Isabel Dulamsuren, Choimaa Espelta, Josep Maria Garamszegi, Balázs Grabner, Michael Gričar, Jožica Hacket-Pain, Andrew Hansen, Jon Kehlet Hartl, Claudia Hevia, Andrea Hobi, Martina Janda, Pavel Jump, Alistair S. Kašpar, Jakub Kazimirović, Marko Keren, Srdjan Kreyling, Jürgen Land, Alexander Latte, Nicolas Lebourgeois, François Leuschner, Christoph Lévesque, Mathieu Longares Aladrén, Luis Alberto Martínez del Castillo, Edurne Menzel, Annette Merela, Maks Mikoláš, Martin Motta, Renzo Muffler, Lena Neycken, Anna Nola, Paola Panayotov, Momchil Petritan, Any Mary Petritan, Ion Catalin Popa, Ionel Prislan, Peter Levanič, Tom Roibu, Cǎtǎlin-Constantin Rubio-Cuadrado, Álvaro Sánchez-Salguero, Raúl Šamonil, Pavel Stajić, Branko Svoboda, Miroslav Tognetti, Roberto Toromani, Elvin Trotsiuk, Volodymyr Maaten, Ernst van der Maaten-Theunissen, Marieke van der Vannoppen, Astrid Vašíčková, Ivana Arx, Georg von Wilmking, Martin Weigel, Robert Zlatanov, Tzvetan Zang, Christian Buras, Allan |
| author |
Klesse, Stefan |
| author_facet |
Klesse, Stefan Peters, Richard L. Alfaro Sánchez, Raquel Badeau, Vincent Baittinger, Claudia Battipaglia, Giovanna Bert, Didier Biondi, Franco Bosela, Michal Budeanu, Marius Čada, Vojtěch Camarero, Jesús Julio Cavin, Liam Claessens, Hugues Cretan, Ana-Maria Čufar, Katarina De Luis, Martin Dorado-Liñán, Isabel Dulamsuren, Choimaa Espelta, Josep Maria Garamszegi, Balázs Grabner, Michael Gričar, Jožica Hacket-Pain, Andrew Hansen, Jon Kehlet Hartl, Claudia Hevia, Andrea Hobi, Martina Janda, Pavel Jump, Alistair S. Kašpar, Jakub Kazimirović, Marko Keren, Srdjan Kreyling, Jürgen Land, Alexander Latte, Nicolas Lebourgeois, François Leuschner, Christoph Lévesque, Mathieu Longares Aladrén, Luis Alberto Martínez del Castillo, Edurne Menzel, Annette Merela, Maks Mikoláš, Martin Motta, Renzo Muffler, Lena Neycken, Anna Nola, Paola Panayotov, Momchil Petritan, Any Mary Petritan, Ion Catalin Popa, Ionel Prislan, Peter Levanič, Tom Roibu, Cǎtǎlin-Constantin Rubio-Cuadrado, Álvaro Sánchez-Salguero, Raúl Šamonil, Pavel Stajić, Branko Svoboda, Miroslav Tognetti, Roberto Toromani, Elvin Trotsiuk, Volodymyr Maaten, Ernst van der Maaten-Theunissen, Marieke van der Vannoppen, Astrid Vašíčková, Ivana Arx, Georg von Wilmking, Martin Weigel, Robert Zlatanov, Tzvetan Zang, Christian Buras, Allan |
| author_role |
author |
| author2 |
Peters, Richard L. Alfaro Sánchez, Raquel Badeau, Vincent Baittinger, Claudia Battipaglia, Giovanna Bert, Didier Biondi, Franco Bosela, Michal Budeanu, Marius Čada, Vojtěch Camarero, Jesús Julio Cavin, Liam Claessens, Hugues Cretan, Ana-Maria Čufar, Katarina De Luis, Martin Dorado-Liñán, Isabel Dulamsuren, Choimaa Espelta, Josep Maria Garamszegi, Balázs Grabner, Michael Gričar, Jožica Hacket-Pain, Andrew Hansen, Jon Kehlet Hartl, Claudia Hevia, Andrea Hobi, Martina Janda, Pavel Jump, Alistair S. Kašpar, Jakub Kazimirović, Marko Keren, Srdjan Kreyling, Jürgen Land, Alexander Latte, Nicolas Lebourgeois, François Leuschner, Christoph Lévesque, Mathieu Longares Aladrén, Luis Alberto Martínez del Castillo, Edurne Menzel, Annette Merela, Maks Mikoláš, Martin Motta, Renzo Muffler, Lena Neycken, Anna Nola, Paola Panayotov, Momchil Petritan, Any Mary Petritan, Ion Catalin Popa, Ionel Prislan, Peter Levanič, Tom Roibu, Cǎtǎlin-Constantin Rubio-Cuadrado, Álvaro Sánchez-Salguero, Raúl Šamonil, Pavel Stajić, Branko Svoboda, Miroslav Tognetti, Roberto Toromani, Elvin Trotsiuk, Volodymyr Maaten, Ernst van der Maaten-Theunissen, Marieke van der Vannoppen, Astrid Vašíčková, Ivana Arx, Georg von Wilmking, Martin Weigel, Robert Zlatanov, Tzvetan Zang, Christian Buras, Allan |
| author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
| dc.contributor.none.fl_str_mv |
Swiss Federal Institute for Forest, Snow and Landscape Ministry of Research, Innovation and Digitization (Romania) Ministerio de Ciencia e Innovación (España) Agencia Estatal de Investigación (España) Czech Grant Agency Technology Agency of the Czech Republic Universidad de Jaén Ministerio de Ciencia, Innovación y Universidades (España) Junta de Andalucía German Research Foundation Natural Environment Research Council (UK) Slovak Research and Development Agency Ministry of Education, Science and Technological Development (Serbia) Ministère de l'Agriculture et de la Souveraineté alimentaire (France) Klesse, Stefan [0000-0003-1569-1724] Alfaro Sánchez, Raquel [0000-0001-7357-3027] Badeau, Vincent [0000-0003-2832-7315] Battipaglia, Giovanna [0000-0003-1741-3509] Biondi, Franco [0000-0003-0651-104X] Bosela, Michal [0000-0001-6706-8614] Camarero, Jesús Julio [0000-0003-2436-2922] Dulamsuren, Choimaa [0000-0002-6176-7227] Hacket-Pain, Andrew [0000-0003-3676-1568] Hevia, Andrea [0000-0001-6352-1442] Jump, Alistair S. [0000-0002-2167-6451] Kašpar, Jakub [0000-0003-1780-6310] Lévesque, Mathieuv [0000-0003-0273-510X] Sánchez-Salguero, Raúl [0000-0002-6545-5810] Wilmking, Martin [0000-0003-4964-2402] Weigel, Robert [0000-0001-9685-6783] Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72] |
| dc.subject.none.fl_str_mv |
Fagus sylvatica Climate change Climate sensitivity Drought Growth projection Leading edge Trailing edge Tree rings |
| topic |
Fagus sylvatica Climate change Climate sensitivity Drought Growth projection Leading edge Trailing edge Tree rings |
| description |
With ongoing global warming, increasing water deficits promote physiological stress on forest ecosystems with negative impacts on tree growth, vitality, and survival. How individual tree species will react to increased drought stress is therefore a key research question to address for carbon accounting and the development of climate change mitigation strategies. Recent tree-ring studies have shown that trees at higher latitudes will benefit from warmer temperatures, yet this is likely highly species-dependent and less well-known for more temperate tree species. Using a unique pan-European tree-ring network of 26,430 European beech (Fagus sylvatica L.) trees from 2118 sites, we applied a linear mixed-effects modeling framework to (i) explain variation in climate-dependent growth and (ii) project growth for the near future (2021-2050) across the entire distribution of beech. We modeled the spatial pattern of radial growth responses to annually varying climate as a function of mean climate conditions (mean annual temperature, mean annual climatic water balance, and continentality). Over the calibration period (1952-2011), the model yielded high regional explanatory power (R2 = 0.38-0.72). Considering a moderate climate change scenario (CMIP6 SSP2-4.5), beech growth is projected to decrease in the future across most of its distribution range. In particular, projected growth decreases by 12%-18% (interquartile range) in northwestern Central Europe and by 11%-21% in the Mediterranean region. In contrast, climate-driven growth increases are limited to around 13% of the current occurrence, where the historical mean annual temperature was below ~6°C. More specifically, the model predicts a 3%-24% growth increase in the high-elevation clusters of the Alps and Carpathian Arc. Notably, we find little potential for future growth increases (-10 to +2%) at the poleward leading edge in southern Scandinavia. Because in this region beech growth is found to be primarily water-limited, a northward shift in its distributional range will be constrained by water availability. |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2024 2025 2025 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article http://purl.org/coar/resource_type/c_6501 Publisher's version info:eu-repo/semantics/publishedVersion |
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article |
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publishedVersion |
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http://hdl.handle.net/10261/378599 https://api.elsevier.com/content/abstract/scopus_id/85201130466 |
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http://hdl.handle.net/10261/378599 https://api.elsevier.com/content/abstract/scopus_id/85201130466 |
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Inglés |
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Inglés |
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#PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-128759OA-I00 info:eu-repo/grantAgreement/AEI//CNS2022-135228 info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-095345-B-C21 info:eu-repo/grantAgreement/AEI//RyC2022-037832-I info:eu-repo/grantAgreement/AEI//TED2021-129770B-C22 info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-123675OB-C44 Klesse, S.; Peters, R. L.; Alfaro-Sánchez, R.; Badeau, V.; Baittinger, C.; Battipaglia, G.; Bert, D.; Biondi, F.; Bosela, M.; Budeanu, M.; Čada, V.; Camarero, J. J.; Cavin, L.; Claessens, H.; Cretan, A.; Čufar, K.; de Luis, M.; Dorado-Liñan, I.; Dulamsuren, C.; Espelta, J. M.; Garamszegi, B.; Grabner, M.; Gričar, J.; Hacket-Pain, A.; Hansen, J. K.; Hartl, C.; Hevia, A.; Hobi, M.; Janda, P.; Jump, A. S.; Kašpar, J.; Kazimirović, M.; Keren, S.; Kreyling, Jürgen; Land, A.; Latte, N.; Lebourgeois, F.; Leuschner, C.; Lévesque, M.; Longares, L. A.; Martinez del Castillo, E.; Menzel, A.; Merela, M.; Mikoláš, M.; Motta, R., Muffler, L.; Neycken, A.; Nola, P.; Panayotov, M.; Petritan, A. M.; Petritan, I. C.; Popa, I.; Prislan, P.; Levanič, T.; Roibu, C.; Rubio-Cuadrado, Á.; Sánchez-Salguero, R.; Šamonil, P.; Stajič, B.; Svoboda, M.; Tognetti, R.; Toromani, E.; Trotsiuk, V.; van der Maaten, E.; van der Maaten-Theunissen, M.; Vannoppen, A.; Vašíčková, I.; von Arx, G.; Wilmking, M.; Weigel, R.; Zlatanov, T.; Zang, C.; Buras, A.; 2024; European Beech tree-ring dataset 1952-2020 [Dataset]; EnviDat; https://www.doi.org/10.16904/envidat.547 https://doi.org/10.1111/gcb.17546 Sí |
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John Wiley & Sons |
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John Wiley & Sons |
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No Future Growth Enhancement Expected at the Northern Edge for European Beech due to Continued Water LimitationKlesse, StefanPeters, Richard L.Alfaro Sánchez, RaquelBadeau, VincentBaittinger, ClaudiaBattipaglia, GiovannaBert, DidierBiondi, FrancoBosela, MichalBudeanu, MariusČada, VojtěchCamarero, Jesús JulioCavin, LiamClaessens, HuguesCretan, Ana-MariaČufar, KatarinaDe Luis, MartinDorado-Liñán, IsabelDulamsuren, ChoimaaEspelta, Josep MariaGaramszegi, BalázsGrabner, MichaelGričar, JožicaHacket-Pain, AndrewHansen, Jon KehletHartl, ClaudiaHevia, AndreaHobi, MartinaJanda, PavelJump, Alistair S.Kašpar, JakubKazimirović, MarkoKeren, SrdjanKreyling, JürgenLand, AlexanderLatte, NicolasLebourgeois, FrançoisLeuschner, ChristophLévesque, MathieuLongares Aladrén, Luis AlbertoMartínez del Castillo, EdurneMenzel, AnnetteMerela, MaksMikoláš, MartinMotta, RenzoMuffler, LenaNeycken, AnnaNola, PaolaPanayotov, MomchilPetritan, Any MaryPetritan, Ion CatalinPopa, IonelPrislan, PeterLevanič, TomRoibu, Cǎtǎlin-ConstantinRubio-Cuadrado, ÁlvaroSánchez-Salguero, RaúlŠamonil, PavelStajić, BrankoSvoboda, MiroslavTognetti, RobertoToromani, ElvinTrotsiuk, VolodymyrMaaten, Ernst van derMaaten-Theunissen, Marieke van derVannoppen, AstridVašíčková, IvanaArx, Georg vonWilmking, MartinWeigel, RobertZlatanov, TzvetanZang, ChristianBuras, AllanFagus sylvaticaClimate changeClimate sensitivityDroughtGrowth projectionLeading edgeTrailing edgeTree ringsWith ongoing global warming, increasing water deficits promote physiological stress on forest ecosystems with negative impacts on tree growth, vitality, and survival. How individual tree species will react to increased drought stress is therefore a key research question to address for carbon accounting and the development of climate change mitigation strategies. Recent tree-ring studies have shown that trees at higher latitudes will benefit from warmer temperatures, yet this is likely highly species-dependent and less well-known for more temperate tree species. Using a unique pan-European tree-ring network of 26,430 European beech (Fagus sylvatica L.) trees from 2118 sites, we applied a linear mixed-effects modeling framework to (i) explain variation in climate-dependent growth and (ii) project growth for the near future (2021-2050) across the entire distribution of beech. We modeled the spatial pattern of radial growth responses to annually varying climate as a function of mean climate conditions (mean annual temperature, mean annual climatic water balance, and continentality). Over the calibration period (1952-2011), the model yielded high regional explanatory power (R2 = 0.38-0.72). Considering a moderate climate change scenario (CMIP6 SSP2-4.5), beech growth is projected to decrease in the future across most of its distribution range. In particular, projected growth decreases by 12%-18% (interquartile range) in northwestern Central Europe and by 11%-21% in the Mediterranean region. In contrast, climate-driven growth increases are limited to around 13% of the current occurrence, where the historical mean annual temperature was below ~6°C. More specifically, the model predicts a 3%-24% growth increase in the high-elevation clusters of the Alps and Carpathian Arc. Notably, we find little potential for future growth increases (-10 to +2%) at the poleward leading edge in southern Scandinavia. Because in this region beech growth is found to be primarily water-limited, a northward shift in its distributional range will be constrained by water availability.SK was supported by the SNF Sinergia project CALDERA (no. 183571), the SwissForestLab Research Grant SFL20 P5, and by the Federal Office for the Environment FOEN. The Romanian research was financed by the Romanian Ministry of Research, Innovation and Digitalization, in the frame of the Nucleu Programme, contracted with the National Institute for Research and Development in Forestry “Marin Dracea” (projects PN19070302, PN23090303 and PN23090301). IDL acknowledges funding from Proyectos de Generación de Conocimiento, Ministerio de Ciencia e Innovación (#PID2021-128759OA-I00) y Proyectos de Consolidación Investigadora 2022 (#CNS2022-135228). JKa was supported by the Grant Agency of the Czech Republic (GF21-47163L). JKa, PS, and IV were supported by Technology Agency of the Czech Republic (Center for Landscape and Biodiversity, SS02030018). AH was supported by “Action 7: Grants for the temporary incorporation of postdoctoral research staff, from the Operational Plan for Research Support of the University of Jaén (POAI-UJA)”, “Project LITHOFOR, RTI2018-095345-B-C21, Spanish Ministry of Science, Innovation and Universities, R&D Program Oriented to the Challenges of Society, 2018 Call,” “the fellowship II.4 from VII-PPITUS 2022 (Univ. Sevilla),” and PinCaR project (UHU-1266324) by ERD Funds, Andalusia Regional Government, Consejería de Economía, Conocimiento, Empresas y Universidad 2014-2020. AH was also supported by the fellowship II.4 from VII-PPITUS 2022 (Univ. Sevilla) and AGL2016-76769-C2-2-R by the Spanish Ministry of Science, Innovation and Universities, and Grant RyC2022-037832-I funded by MICIU/AEI/10.13039/501100011033 and ESF+. KC, JG, and PP were supported by the Slovenian Research and Innovation Agency ARIS with research core funding Nos.: P4-0430 and P4-0015 and projects: J4-2541, J4-4541, and Z4-7318. RAS was supported by the María Zambrano postdoctoral research program. RSS was supported by DendrOlavide I (EQC2018-005303-P), Ministry of Science, Innovation and Universities, Spain, FORDIGEN (TED2021-129770B-C22), ADAPT (PID2021-123675OB-C44); DendrOlavide II (IE19_074 UPO), VURECLIM (P20_00813), and VULBOS (UPO-1263216). LMW, RW, and JKr were supported by the DFG (Deutsche Forschungsgemeinschaft) Research Training Group RESPONSE (DFG RTG 2010) and by the DFG project WE 6839/1-1. ASJ was supported by grants NE/V00929X/1, NE/S010041/1, and NE/G002118/1 from the UK Natural Environment Research Council. MB was supported by the Slovak Research and Development Agency via the project no. APVV-19-0183 and by the Ministry of Agriculture and Rural Development of the Slovak Republic (project EPRIBLES, No. 08V0301). The French ICP Level I collection was financed by the Département de la Santé des Forêts (DSF / DGAL). TZ was supported by the LTER-BG infrastructure project, agreement No. DО1-320/30.11.2023. The research engagement of MK and BS was supported by the Ministry of Education, Science and Technological Development of the Republic of Serbia within the framework of the program technological development [451-03-65/2024-03/200169].Peer reviewedJohn Wiley & SonsSwiss Federal Institute for Forest, Snow and LandscapeMinistry of Research, Innovation and Digitization (Romania)Ministerio de Ciencia e Innovación (España)Agencia Estatal de Investigación (España)Czech Grant AgencyTechnology Agency of the Czech RepublicUniversidad de JaénMinisterio de Ciencia, Innovación y Universidades (España)Junta de AndalucíaGerman Research FoundationNatural Environment Research Council (UK)Slovak Research and Development AgencyMinistry of Education, Science and Technological Development (Serbia)Ministère de l'Agriculture et de la Souveraineté alimentaire (France)Klesse, Stefan [0000-0003-1569-1724]Alfaro Sánchez, Raquel [0000-0001-7357-3027]Badeau, Vincent [0000-0003-2832-7315]Battipaglia, Giovanna [0000-0003-1741-3509]Biondi, Franco [0000-0003-0651-104X]Bosela, Michal [0000-0001-6706-8614]Camarero, Jesús Julio [0000-0003-2436-2922]Dulamsuren, Choimaa [0000-0002-6176-7227]Hacket-Pain, Andrew [0000-0003-3676-1568]Hevia, Andrea [0000-0001-6352-1442]Jump, Alistair S. [0000-0002-2167-6451]Kašpar, Jakub [0000-0003-1780-6310]Lévesque, Mathieuv [0000-0003-0273-510X]Sánchez-Salguero, Raúl [0000-0002-6545-5810]Wilmking, Martin [0000-0003-4964-2402]Weigel, Robert [0000-0001-9685-6783]Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202520252024info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10261/378599https://api.elsevier.com/content/abstract/scopus_id/85201130466reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-128759OA-I00info:eu-repo/grantAgreement/AEI//CNS2022-135228info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-095345-B-C21info:eu-repo/grantAgreement/AEI//RyC2022-037832-Iinfo:eu-repo/grantAgreement/AEI//TED2021-129770B-C22info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-123675OB-C44Klesse, S.; Peters, R. L.; Alfaro-Sánchez, R.; Badeau, V.; Baittinger, C.; Battipaglia, G.; Bert, D.; Biondi, F.; Bosela, M.; Budeanu, M.; Čada, V.; Camarero, J. J.; Cavin, L.; Claessens, H.; Cretan, A.; Čufar, K.; de Luis, M.; Dorado-Liñan, I.; Dulamsuren, C.; Espelta, J. M.; Garamszegi, B.; Grabner, M.; Gričar, J.; Hacket-Pain, A.; Hansen, J. K.; Hartl, C.; Hevia, A.; Hobi, M.; Janda, P.; Jump, A. S.; Kašpar, J.; Kazimirović, M.; Keren, S.; Kreyling, Jürgen; Land, A.; Latte, N.; Lebourgeois, F.; Leuschner, C.; Lévesque, M.; Longares, L. A.; Martinez del Castillo, E.; Menzel, A.; Merela, M.; Mikoláš, M.; Motta, R., Muffler, L.; Neycken, A.; Nola, P.; Panayotov, M.; Petritan, A. M.; Petritan, I. C.; Popa, I.; Prislan, P.; Levanič, T.; Roibu, C.; Rubio-Cuadrado, Á.; Sánchez-Salguero, R.; Šamonil, P.; Stajič, B.; Svoboda, M.; Tognetti, R.; Toromani, E.; Trotsiuk, V.; van der Maaten, E.; van der Maaten-Theunissen, M.; Vannoppen, A.; Vašíčková, I.; von Arx, G.; Wilmking, M.; Weigel, R.; Zlatanov, T.; Zang, C.; Buras, A.; 2024; European Beech tree-ring dataset 1952-2020 [Dataset]; EnviDat; https://www.doi.org/10.16904/envidat.547https://doi.org/10.1111/gcb.17546Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/3785992026-05-22T06:33:51Z |
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15.811543 |