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Climate threats on growth of rear-edge European beech peripheral populations in Spain

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Abstract

European beech (Fagus sylvatica L.) forests in the Iberian Peninsula are a clear example of a temperate forest tree species at the rear edge of its large distribution area in Europe. The expected drier and warmer climate may alter tree growth and species distribution. Consequently, the peripheral populations will most likely be the most threatened ones. Four peripheral beech forests in the Iberian Peninsula were studied in order to assess the climate factors influencing tree growth for the last six decades. The analyses included an individual tree approach in order to detect not only the changes in the sensitivity to climate but also the potential size-mediated sensitivity to climate. Our results revealed a dominant influence of previous and current year summer on tree growth during the last six decades, although the analysis in two equally long periods unveiled changes and shifts in tree sensitivity to climate. The individual tree approach showed that those changes in tree response to climate are not size dependent in most of the cases. We observed a reduced negative effect of warmer winter temperatures at some sites and a generalized increased influence of previous year climatic conditions on current year tree growth. These results highlight the crucial role played by carryover effects and stored carbohydrates for future tree growth and species persistence.

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References

  • Allen CD, Macalady AK, Chenchouni H, Bachelet D, McDowell N, Vennetier M, Kitzberger T, Rigling A, Breshears DD, Hogg EH, Gonzalez P, Fensham R, Zhang Z, Castro J, Demidova N, Lim JH, Allard G, Running SW, Semerci A, Cobb N (2010) A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests. Forest Ecol Manag 259(4):660–684. doi:10.1016/j.foreco.2009.09.001

    Article  Google Scholar 

  • Andrade C, Leite SM, Santos JA (2012) Temperature extremes in Europe: overview of their driving atmospheric patterns. Nat Hazard Earth Sys 12:1671–1691

    Article  Google Scholar 

  • Aranda I, Gil L, Pardos JA (2000) Water relations and gas exchange in Fagus sylvatica L. and Quercus petraea (Mattuschka) Liebl. in a mixed stand at their southern limit of distribution in Europe. Trees-Struct Funct 14:344–352

    Article  Google Scholar 

  • Barbaroux C, Bréda N (2002) Contrasting distribution and seasonal dynamics of carbohydrate reserves in stem wood of adult ringporous sessile oak and diffuse-porous beech trees. Tree Physiol 22:1201–1210

    Article  CAS  Google Scholar 

  • Beniston M, Stephenson DB, Christensen O, Ferro C, Frei C, Goyette S, Halsnaes K, Holt T, Jylhä K, Koffi B, Palutikof J, Schöll R, Semmler T, Woth K (2007) Future extreme events in European climate: an exploration of regional climate model projections. Clim Chang 81:71–95

    Article  Google Scholar 

  • Bolós O (1983) La vegetacio del Montseny. Diputacio de Barcelona, Barcelona

    Google Scholar 

  • Bréda N, Roland H, Granier A, Dreyer E (2006) Temperate forest trees and stands under severe drought: a review of ecophysiological responses, adaptation processes and longterm consequences. Ann For Sci 63:625–644

    Article  Google Scholar 

  • Briffa KR, van der Schrier G, Jones PD (2009) Wet and dry summers in Europe since 1750: evidence of increasing drought. Int J Climatol 29:1894–1905

    Article  Google Scholar 

  • Brunet M, Jones PD, Sigró J, Saladié O, Aguilar E, Moberg A, Della-Marta PM, Lister D, Walther A, López D (2007) Temporal and spatial temperature variability and change over Spain during 1850–2005. J Geophys Res 112:D12117. doi:10.1029/2006JD008249

    Article  Google Scholar 

  • Büntgen U, Martinez-Peña F, Aldea J, Rigling A, Fischer EM, Camarero JJ, Hayes MJ, Fatton V, Egli S (2013) Declining pine growth in Central Spain coincides with increasing diurnal temperature range since the 1970s. Glob Planet Chang 107:177–185

    Article  Google Scholar 

  • Bunn AG (2008) A dendrochronology program library in R (dplR). Dendrochronologia 26(2):115–124

    Article  Google Scholar 

  • Bugmann H, Pfister C (2000) Impacts of interannual climate variability on past and future forest composition. Reg Environ Chang 3(4):112–125

    Google Scholar 

  • Canty A, Ripley B (2016) boot: Bootstrap R (S-Plus) Functions. R package version 1.3–18

  • Carrer M, Urbinati M (2004) Age-dependent tree-ring growth responses to climate in Larix decidua and Pinus cembra. Ecology 85(3):730–740

    Article  Google Scholar 

  • Carrer M (2011) Individualistic and time-varying tree-ring growth to climate sensitivity. PLoS One 6(7). doi:10.1371/journal.pone.0022813

  • Cailleret M, Davi H (2011) Effects of climate on diameter growth of co-occurring Fagus sylvatica and Abies alba along an altitudinal gradient. Trees 25(2):265–276. doi:10.1007/s00468-010-0503-0

    Article  Google Scholar 

  • Cavin L, Jump AS (2017) Highest drought sensitivity and lowest resistance to growth suppression are found in the range core of the tree Fagus sylvatica L. not the equatorial range edge. Glob Change Biol 23(1):362–379

    Article  Google Scholar 

  • Christensen JH, Hewitson B, Busuioc A, Busuioc A, Chen A, Gao X, Held R, ,Jones R, Kolli RK, Kwon WK, Laprise R, Magana Rueda V, Mearns L, Menendez CG, Räisänen J, Rinke A, Sarr A, Whetton P, Arritt R, Benestad R, Beniston M, Bromwich D, Caya D, Comiso J, de Elia R, Dethloff K (2007) Regional climate projections. In climate change 2007: the physical science basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. M Tignor, HL Miller, Solomon S, D Qin, M Manning, Z Chen, M Marquis, KB Averyt (Ed.) Cambridge University Press, Cambridge

  • Ciais P, Reichstein M, Viovy N, Granier A, Ogee J, Allard V, Aubinet M, Buchmann N, Bernhofer C, Carrara A, Chevallier F, Noblet ND, Friend AD, Friedlingstein P, Grünwald T, Heinesch B, Keronen P, Knohl A, Krinner G, Loustau D, Manca G, Matteucci G, Miglietta F, Ourcival JM, Papale D, Pilegaard K, Rambal S, Seufert G, Soussana JF, Sanz MJ, Schulze ED, Vesala T, Valentini R (2005) Europe-wide reduction in primary productivity caused by the heat and drought in 2003. Science 437:529–533

    CAS  Google Scholar 

  • Cochard H, Lemoine D, Améglio T, Granier A (2001) Mechanisms of xylem recovery from winter embolism in Fagus sylvatica. Tree Physiol 21:27–33

    Article  CAS  Google Scholar 

  • Cook ER, Kairiukstis LA (1990) Methods of dendrochronology: applications in the environmental sciences. Kluwer Academic Publishers, Dordrecht

    Book  Google Scholar 

  • Czúcz B, Gálhidy L, Mátyás C (2011) Present and forecasted xeric climatic limits of beech and sessile oak distribution at low altitudes in Central Europe. Ann Forest Sci 68:99–108

    Article  Google Scholar 

  • D'Arrigo R, Wilson R, Liepert B, Cherubini P (2008) On the ‘divergence problem’ in northern forests: a review of the tree-ring evidence and possible causes. Glob Planet Chang 60:289–305

    Article  Google Scholar 

  • Della-Marta PM, Luterbacher J, von Weissenfluh H, Xoplaki E, Brunet M, Wanner H (2007) Summer heat waves over the western Europe 1880-2003, their relationship to large scale forcing and predictability. Clim Dyn 29:251–275

    Article  Google Scholar 

  • Di Filippo A, Biondi F, Cufar K, de Luis M, Grabner M, Maugeri M, Presutti Saba E, Schirone B, Piovesan G (2007) Bioclimatology of beech (Fagus sylvatica L.) in the Eastern Alps: spatial and altitudinal climatic signals identified through a tree-ring network. J Biogeogr 34:1873–1892

    Article  Google Scholar 

  • Di Filippo A, Pederson N, Baliva M, Brunetti M, Dinella A, Kitamura K, Knapp HD, Schirone B, Piovesan G (2015) The longevity of broadleaf deciduous trees in Northern Hemisphere temperate forests: insights from tree-ring series. Front Ecol Evol. doi:10.3389/fevo.2015.00046

  • Dorado Liñán I, Gutiérrez E, Heinrich I, Andreu-Hayles L, Muntán E, Campelo F, Helle G (2012) Age effects and climate response in trees: a multi-proxy tree-ring test in old-growth life stages. Eur J For Res 131(4):933–944

    Article  Google Scholar 

  • Epron D, Dreyer E (1990) Stomatal and non stomatal limitation of photosynthesis by leaf water deficits in three oak species: a comparison of gas exchange and chlorophyll a fluorescence data. Ann For Sci 47:435–450

    Article  Google Scholar 

  • Esper J, Frank DC (2009) Divergence pitfalls in tree-ring research. Clim Chang 94:261–266

    Article  Google Scholar 

  • Falk W, Hempelmann N (2013) Species favourability shift in Europe due to climate change: a case study for Fagus sylvatica L. and Picea abies (L.) Karst. based on an ensemble of climate models. J Climatol. doi:10.1155/2013/787250

  • Galiano L, Martínez-Vilalta J, Lloret F (2010) Drought-induced multifactor decline of Scots pine in the Pyrenees and potential vegetation change by the expansion of co-occurring oak species. Ecosystems 13:978–991

    Article  CAS  Google Scholar 

  • Gates DM (1993) Climate change and its biological consequences. Sinauer, Sunderland, MA 280 pp

    Google Scholar 

  • Geßler A, Keitel C, Kreuzwieser J, Matyssek R, Seiler W, Rennenberg H (2006) Potential risks for European beech (Fagus sylvatica L.) in a changing climate. Trees 21(1):1–11

  • Gil L, Náger JA, Aranda García I, González Doncel I, Gonazalo Jiménez J, López de Heredia U, Millerón M, Nanos N, Perea García-Calvo R, Rodríguez Calcerrada J, Valbuena Carabaña M (2010) El Hayedo del Montejo: una gestión sostenible. Comunidad de Madrid. (eds): Dirección General del Medio Ambiente, Madrid, pp 151

  • Giorgi F, Lionello P (2008) Climate change projections for the Mediterranean region. Glob Planet Chang 63:90–104

    Article  Google Scholar 

  • Gómez-Aparicio L, Garcia-Valdes R, Ruiz-Benito P, Zavala MA (2011) Disentangling the relative importance of climate, size and competition on tree growth in Iberian forests: implications for forest management under global change. Glob Change Biol 17:2400–2414

    Article  Google Scholar 

  • Gutierrez E (1988) Dendroecological study of Fagus sylvatica L. in the Montseny mountains (Spain). Acta Oecol 9:301–309

    Google Scholar 

  • Hacket-Pain AJ, Friend AD, Lageard JGA, Thomas PA (2015) The influence of masting phenomenon on growth-climate relationships in trees: explaining the influence of previous summers’ climate on ring width. Tree Physiol 35:319–330

    Article  Google Scholar 

  • Hampe A, Petit RJ (2005) Conserving biodeversity under climate change: the rear edge matters. Ecol Lett 8:461–467

    Article  Google Scholar 

  • Hartmann DL, Klein Tank AMG, Rusticucci M, Alexander LV, Brönnimann S, Charabi Y, Dentener FJ, Dlugokencky EJ, Easterling DR, Kaplan A, Soden BJ, Thorne PW, Wild M, Zhai PM (2013) Observations: Atmosphere and Surface. In: climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA

  • Haylock MR, Hofstra N, AMG KT, Klok EJ, Jones PD, New M (2008) A European daily high-resolution gridded dataset of surface temperature and precipitation. J Geophys Res-Atmos 113:D20119. doi:10.1029/2008JD10201

    Article  Google Scholar 

  • Hijmans R, Cameron SE, Parra JL, Jones PG, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978

    Article  Google Scholar 

  • Hoerling M, Eischeid J, Perlwitz J, Quan X, Zhang T, Pegion P (2012) On the increased frequency of Mediterranean drought. J Clim 25:2146–2161

    Article  Google Scholar 

  • Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree Ring Bulletin 43:69–78

    Google Scholar 

  • IPCC, 2013: Climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 1535 pp, doi:10.1017/CBO9781107415324

  • Jump AS, Hunt JM, Peñuelas J (2006) Rapid climate change-related growth decline at the southern range edge of Fagus sylvatica. Glob Chang Biol 12:2163–2174

    Article  Google Scholar 

  • Kampstra P (2008) Beanplot: A boxplot alternative for visual comparison of distributions. J Stat Softw 28: Code Snippet 1

  • La Marche VC Jr (1973) Holocene climatic variations inferred from treeline fluctuations in the White Mountains, California. Quat Res 3:632–660

    Article  Google Scholar 

  • Lebourgeois F, Bréda N, Ulrich E, Granier A (2005) Climate-tree-growth relationships of European beech (Fagus sylvatica L.) in the French Permanent Plot Network (RENECOFOR). Trees-Struct Funct 19:385–401

    Article  Google Scholar 

  • Lendzion J, Leuschner C (2008) Growth of European beech (Fagus sylvatica L.) saplings is limited by elevated atmospheric vapour pressure deficits. Forest Ecol Manag 256:648–655

    Article  Google Scholar 

  • Linares JC, Tiscar PA, Camarero JJ, Taïqui L, Viñegla, B, Seco JI, Merino J, Carreira J.A. (2011a) Tree growth decline on relict Western-Mediterranean mountain forests: causes and impacts. In Forest decline: causes and impacts. Editors: Jushua A. Jenkins, ISBN 978-1-61470-002-9. Nova Science Publishers, Inc, pp 91–110

  • Linares JC, Carreira JA, Ochoa V (2011b) Human impacts drive forest structure and diversity. Insights from Mediterranean mountain forest dominated by Abies pinsapo (Boiss.). Eur J For Res 130(4):533–542. doi:10.1007/s10342-010-0441-9

  • Luterbacher J, García-Herrera R, Akcer-Onc S, Allan R, Alvarez-Castro MC, Benito G, Booth J, Büntgen U, Cagatay N, Colombaroli D, Davis B, Esper J, Felis T, Fleitmann D, Frank D, Gallego D, Garcia-Bustamante E, Glaser R, Gonzalez-Rouco JF, Goosse H, Kiefer T, Macklin MG, Manning SW, Montagna P, Newman L, Power MJ, Rath V, Ribera P, Riemann D, Roberts N, Sicre MA, Silenzi S, Tinner W, Tzedakis PC, Valero-Garcés B, van der Schriera G, Vannièrea B, Vogo S, Wannera H, Werner JP, Willett G, Williamsa MH, Xoplaki E, Zerefosa CS, Zorita E (2012) A review of 2000 years of paleoclimatic evidence in the Mediterranean. The climate of the Mediterranean region: from the past to the future. Elsevier, Amsterdam, The Netherlands, pp 87–185

    Google Scholar 

  • Luterbacher J, Dietrich D, Xoplaki E, Grosjean M, Wanner H (2004) European seasonal and annual temperature variability, trends, and extremes since 1500. Science 303:1499–1503

    Article  CAS  Google Scholar 

  • Luterbacher J et al (2006) Mediterranean climate variability over the last centuries: A review. In: Lionello P, Malanotte-Rizzoli P, and Boscolo R (eds), The Mediterranean Climate: an overview of the main characteristics and issues. Elsevier, Amsterdam, pp 27-148

  • Mariotti A (2010) Recent changes in Mediterranean water cycle: a pathway toward long-term regional hydroclimatic change? J Clim 23:1513–1525

    Article  Google Scholar 

  • McDowell NG (2011) Mechanisms linking drought, hydraulics, carbon metabolism, and vegetation mortality. Plant Physiol 155(3):1051–1059

  • McDowell N, Pockman WT, Allen CD, Breshears DD, Cobb N, Kolb T, Plaut J, Sperry J, West A, Williams DG, Yepez EA (2008) Mechanisms of plant survival and mortality during drought: why do some plants survive while others succumb to drought? New Phytol 178(4):719–739. doi:10.1111/j.1469-8137.2008.02436.x

    Article  Google Scholar 

  • Mérian P, Lebourgeois F (2011) Size-mediated climate–growth relationships in temperate forests: a multi-species analysis. Forest Ecol Manag 261:1382–1391

    Article  Google Scholar 

  • Moberg A, Jones PD, Lister D, Walther A, Alexander L, Brunet M, Chen D, Della-Marta P, Jacobeit J, Luterbacher J, Yiou P, Klein Tank AHA, Almarza C, Auer I, Barriendos M, Bergström H, Böhm R, Butler J, Caesar J, Drebs A, Pandzic K, Petrakis M, Srnec L, Tolasz R, Tuomenvirta H, Werner PC, Wanner H, Xoplaki E (2006) Indices for daily temperature and precipitation extremes in Europe analyzed for the period 1901–2000. J Geophys Res 111:D22106. doi:10.1029/2006JD007103

    Article  Google Scholar 

  • Pardo F, Gil L, Pardos JA (1997) Field study of beech (Fagus sylvatica L.) and melojo oak (Quercus pyrenaica Willd) leaf litter decomposition in the centre of the Iberian Peninsula. Plant Soil 191:89–100

    Article  CAS  Google Scholar 

  • Pardo F (2000). Caracterización de rodales arbolados del “Hayedo de Montejo”: estructura, composición e incorporación de la hojarasca al suelo, Ph.D. thesis, Universidad Politécnica, Madrid

  • Pardo F, Gil L, Pardos JA (2004) Structure and composition of pole-stage stand developed in an ancient wood pasture in central Spain. Forestry 77:67–74

    Article  Google Scholar 

  • Parmesan C (1996) Climate and species range. Nature 382:765–766

    Article  CAS  Google Scholar 

  • Peñuelas J, Boada M (2003) A global change-induced biome shift in the Montseny mountains (NE Spain). Glob Chang Biol 9:131–140

    Article  Google Scholar 

  • Peñuelas J, Ogaya R, Boada M, Jump AS (2007) Migration, invasion and decline: changes in recruitment and forest structure in a warming-linked shift of European beech forest in Catalonia (NE Spain). Ecography 30:829–837

    Article  Google Scholar 

  • Peñuelas J, Hunt JM, Ogaya R, Jump A (2008) Twentieth century changes of tree-ring δ13C at the southern range-edge of Fagus sylvatica: increasing water-use efficiency does not avoid the growth decline induced by warming at low altitudes. Glob Chang Biol 14:1076–1088

    Article  Google Scholar 

  • Perkins SE, Alexander LV, Nairn JR (2012) Increasing frequency, intensity and duration of observed heatwaves and warm spells. Geophys Res Lett 39:L20714. doi:10.1029/2012GL053361

    Article  Google Scholar 

  • Piutti E, Cescatti A (1997) A quantitative analysis of the interactions between climatic response and intraspecific competition in European beech. Can J For Res 27:1277–1284

    Article  Google Scholar 

  • R Core Team (2015) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/

  • Rasche L, Fahse L, Zingg A, Bugmann H (2012) Enhancing gap model accuracy by modeling dynamic height growth and dynamic maximum tree height. Ecol Model 232:133–143

    Article  Google Scholar 

  • Reid PC, Hari RE, Beaugrand G, Livingstone DM, Marty C, Straile D, Barichivich J, Goberville E, Adrian R, Aono Y, Brown R, Foster J, Groisman P, Hélaouët P, Hsu HH, Kirby R, Knight J, Kraberg A, Li J, Lo TT, Myneni RB, North RP, Pounds JA, Sparks T, Stübi R, Tian Y, Wiltshire KH, Xiao D, Zhu Z (2016) Global impacts of the 1980s regime shift. Glob Chang Biol 22:682–703

    Article  Google Scholar 

  • Rozas V (2001) Detecting the impact of climate and disturbances on tree -rings on Fagus sylvatica L. and Quercus robur L. in the lowland forest in Cantabria, Northern Spain. Ann For Sci 58:237–251

    Article  Google Scholar 

  • Rozas V (2015) Individual-based approach as a useful tool to disentangle the relative importance of tree age, size and inter-tree competition in dendroclimatic studies. iForest—Biogeosciences Forestry 8:187–194

    Google Scholar 

  • Sala A, Woodruff DR, Meinzer FC (2012) Carbon dynamics in trees: feast or famine? Tree Physiol 32:764–775

    Article  CAS  Google Scholar 

  • Salzer MW, Larson ER, Bunn AG, Hughes MK (2014) Changing climate response in near-treeline bristlecone pine with elevation and aspect. Environ Res Lett 9:114007. doi:10.1088/1748-9326/9/11/114007

    Article  Google Scholar 

  • Sanchez-Lorenzo A, Brunetti M, Calbó J, Martin-Vide J (2007) Recent spatial and temporal variability and trends of sunshine duration over the Iberian Peninsula from a homogenized data set. J Geophys Res-Atmos 112(D20):27. doi:10.1029/2007JD008677

    Article  Google Scholar 

  • Sanchez-Lorenzo A, Wild M, Trentmann J (2013) Validation and stability assessment of the monthly mean CM SAF surface solar radiation data set over Europe against a homogenized surface dataset (1983-2005). Remote Sensing Environment 134:355–366

    Article  Google Scholar 

  • Scartazza A, Brugnoli E, Battistelli A, Moscatello S, Matteucci G (2013) Seasonal and inter-annual dynamics of growth, non-structural carbohydrates and C stable isotopes in a Mediterranean beech forest. Tree Physiol 33:730–742

    Article  CAS  Google Scholar 

  • Simard S, Giovannelli A, Treydte K, Traversi ML, King GM, Frank D, Fonti P (2013) Intra-annual dynamics of non-structural carbohydrates in the cambium of mature conifer trees reflects radial growth demands. Tree Physiol 33:913–923

    Article  CAS  Google Scholar 

  • Sousa P, Trigo RM, Aizpurua P, Nieto R, Gimeno L, Garcia-Herrera R (2011) Trends and extremes of drought indices throughout the 20th century in the Mediterranean. Nat Hazard Earth Sys 11:33–51. doi:10.5194/nhess-11-33-2011

    Article  Google Scholar 

  • Sperry JS, Sullivan JEM (1992) Xylem embolism in response to freeze–thaw cycles and water stress in ring-porous, diffuse-porous, and conifer species. Plant Physiol 100:605–613

    Article  CAS  Google Scholar 

  • Stokes MA, Smiley TL (1968) An introduction to tree-ring dating. University of Arizona Press, Tucson, AZ pp73

    Google Scholar 

  • Thuiller W, Richardson DM, Pysek P, Midgley GF, Hughes GO, Rouget M (2005) Niche-based modelling as a tool for predicting the risk of alien plant invasions at a global scale. Glob Chang Biol 11:2234–2250

    Article  Google Scholar 

  • Vicente-Serrano SM, Beguería S, López-Moreno JI (2010) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718

    Article  Google Scholar 

  • Wigley TML, Briffa KR, Jones PD (1984) On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. J Clim Appl Meteorol 23(2):201–213

    Article  Google Scholar 

  • Woodward FI (1987) Climate and plant distribution. Cambridge University Press, Cambridge pp188

    Google Scholar 

  • Zimmermann NE, Yoccoz NG, Edwards TC, Meier ES, Thuiller W, Guisan A, Schmatz DR, Pearman PB (2009) Climatic extremes improve predictions of spatial patterns of tree species. PNAS 106:19723–19728

    Article  CAS  Google Scholar 

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Acknowledgements

The authors want to thank Elena Muntán Bordás and Elisabet Martínez Sancho for their valuable assistance during the field campaign. We also want to thank the Natural Parks of Montejo de la Sierra, Tejera Negra, Montseny, and Els Ports for providing sampling permission and support to our research. This study was financially supported by the MARGINS Project funded by the Bavarian State Forest Authority. IDL was partially supported by the project BOSSANOVA (S2013/MAE-2760). AM acknowledges funding provided by the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013)/ERC grant agreement no [282250] and support of the Technische Universität München – Institute for Advanced Study, funded by the German Excellence Initiative.

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Dorado-Liñán, I., Akhmetzyanov, L. & Menzel, A. Climate threats on growth of rear-edge European beech peripheral populations in Spain. Int J Biometeorol 61, 2097–2110 (2017). https://doi.org/10.1007/s00484-017-1410-5

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