Skip to main content

Advertisement

Log in

Buffered climate change effects in a Mediterranean pine species: range limit implications from a tree-ring study

  • Global change ecology - Original Paper
  • Published:
Oecologia Aims and scope Submit manuscript

Abstract

Within-range effects of climatic change on tree growth at the sub-regional scale remain poorly understood. The aim of this research was to use climate and radial-growth data to explain how long-term climatic trends affect tree growth patterns along the southern limit of the range of Pinus nigra ssp. salzmannii (Eastern Baetic Range, southern Spain). We used regional temperature and precipitation data and measured sub-regional radial growth variation in P. nigra forests over the past two centuries. A dynamic factor analysis was applied to test the hypothesis that trees subjected to different climates have experienced contrasting long-term growth variability. We defined four representative stand types based on average temperature and precipitation to evaluate climate–growth relationships using linear mixed-effect models and multi-model selection criteria. All four stand types experienced warming and declining precipitation throughout the twentieth century. From the onset of the twentieth century, synchronised basal-area increment decline was accounted for by dynamic factor analysis and was related to drought by climate–growth models; declining basal-area increment trends proved stronger at lower elevations, whereas temperature was positively related to growth in areas with high rainfall inputs. Given the contrasting sub-regional tree-growth responses to climate change, the role of drought becomes even more complex in shaping communities and affecting selection pressure in the Mediterranean mountain forests. Potential vegetation shifts will likely occur over the dry edge of species distributions, with major impacts on ecosystem structure and function.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Adams HD, Guardiola-Claramonte M, Barron-Gafford GA, Villegas JC, Breshears DD, Zou CB, Troch PA, Huxman TE (2009) Temperature sensitivity of drought-induced tree mortality: implications for regional die-off under global-change-type drought. Proc Natl Acad Sci USA 106:7066–7067

    Article  Google Scholar 

  • Aitken SN, Yearman S, Holliday JA, Wang T, Curtis-McLane S (2008) Adaptation, migration or extirpation: climate change outcomes for tree populations. Evol Appl 1:95–111

    Article  Google Scholar 

  • Akaike H (1974) A new look at statistical model identification. IEEE Trans Automat Contr 19:716–722

    Article  Google Scholar 

  • Alejano R, Martínez E (1996) Distribución de Pinus nigra Arn. ssp. salzmannii en las Sierras Béticas. Ecologia 10:231–241

    Google Scholar 

  • Andreu L, Gutiérrez E, Macias M, Ribas M, Bosch O, Camarero JJ (2007) Climate increases regional tree-growth variability in Iberian pine forests. Glob Change Biol 13:1–12

    Article  Google Scholar 

  • Bala G, Caldeira K, Wickett M, Phillips TJ, Lobell DB, Delire C, Mirin A (2007) Combined climate and carbon-cycle effects of large-scale deforestation. Proc Natl Acad Sci USA 104:6550–6555

    Article  PubMed  CAS  Google Scholar 

  • Biondi F, Qaedan F (2008) A theory-driven approach to tree-ring standardization: defining the biological trend from expected basal area increment. Tree Ring Res 64(2):81–96

    Article  Google Scholar 

  • Bonan GB (2008) Forests and climate change: forcings, feedbacks, and the climate benefits of forests. Science 320:1444–1449

    Article  PubMed  CAS  Google Scholar 

  • Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach. Springer, Heidelberg

    Google Scholar 

  • Creus J, Puigdefabregas J (1983) Climatologia historica y dendrocronologia de Pinus nigra. In: Blanco A (ed) Avances de Investigacion en Bioclimatologia. CSIC, Zaragoza, pp 121–128

    Google Scholar 

  • Das AJ, Battles JJ, Stephenson NL, van Mantgem PJ (2007) The relationship between tree growth patterns and likelihood of mortality: a study of two tree species in the Sierra Nevada. Can J For Res 37:580–597

    Article  Google Scholar 

  • Fernández A, Génova M, Creus J, Gutiérrez E (1996) Dendroclimatological investigation covering the last 300 years in central Spain. In: Dean JS, Meko DM, Swetman TW (eds) Tree rings environment and humanity radiocarbon. University of Arizona, Tucson, pp 181–190

    Google Scholar 

  • Galiano L, Martinez-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(7):978–991

    Article  CAS  Google Scholar 

  • Harvey AC (1989) Forecasting structural time series models and the kalman filter. Cambridge University Press, Cambridge

    Google Scholar 

  • Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree Ring Bull 43:68–78

    Google Scholar 

  • IPCC (2007) Climate change fourth assessment report. Cambridge University Press, London

    Google Scholar 

  • Jump AS, Hunt JM, Peñuelas J (2006) Rapid climate change-related growth decline at the southern range edge of Fagus sylvatica. Glob Change Biol 12:1–12

    Article  Google Scholar 

  • Kendall MG (1975) Rank correlation methods. Charles Griffin, London

    Google Scholar 

  • Libiseller C, Grimvall A (2002) Performance of partial mann kendall tests for trend detection in the presence of covariates. Environmetrics 13:71–84

    Article  CAS  Google Scholar 

  • Linares JC, Tíscar PA (2010) Climate change impacts and vulnerability of the southern populations of Pinus nigra subsp. salzmannii. Tree Physiol 30:795–806

    Article  PubMed  Google Scholar 

  • Linares JC, Camarero JJ, Carreira JA (2010) Competition modulates the adaptation capacity of forests to climatic stress: insights from recent growth decline and death in relict stands of the Mediterranean fir Abies pinsapo. J Ecol 98:592–603

    Article  Google Scholar 

  • Linares JC, Camarero JJ, Delgado-Huertas A, Carreira JA (2011) Climatic trends and different drought adaptive capacity and vulnerability in a mixed Abies pinsapoPinus halepensis forest. Clim Change 105:67–90

    Article  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  PubMed  CAS  Google Scholar 

  • Macias M, Andreu L, Bosch O, Camarero JJ, Gutiérrez E (2006) Increasing aridity is enhancing silver fir Abies alba (Mill.) water stress in its south-western distribution limit. Clim Change 79:289–313

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259

    Article  Google Scholar 

  • Martín-Benito D, Cherubini P, del Río M, Cañellas I (2008) Growth response to climate and drought in Pinus nigra Arn. trees of different crown classes. Trees Struct Funct 22:363–373

    Google Scholar 

  • Martínez-Vilalta J, López BC, Adell N, Badiella L, Ninyerola M (2008) Twentieth century increase of Scots pine radial growth in NE Spain shows strong climate interactions. Glob Change Biol 14:2868–2881

    Article  Google Scholar 

  • McDowell N, Allen CD, Marshall L (2010) Growth, carbon isotope discrimination, and climate-induced mortality across a Pinus ponderosa elevation transect. Glob Change Biol 16(1):399–415

    Article  Google Scholar 

  • Miyamoto Y, Griesbauer HP, Green DS (2010) Growth responses of three coexisting conifer species to climate across wide geographic and climate ranges in Yukon and British Columbia. For Ecol Manag 259:514–523

    Article  Google Scholar 

  • O’Neill GA, Hamann A, Wang T (2008) Accounting for population variation improves estimates of the impact of climate change on species’ growth and distribution. J Appl Ecol 45:1040–1049

    Article  Google Scholar 

  • Ogle K, Whitham TG, Cobb NS (2000) Tree-ring variation in pinyon predicts likelihood of death following severe drought. Ecology 81:3237–3243

    Article  Google Scholar 

  • Parmesan C (2006) Ecological and evolutionary responses to recent climate change. Annu Rev Ecol Evol Syst 37:637–669

    Article  Google Scholar 

  • Pederson N, Cook ER, Jacoby GC, Peteet DM, Griffin KL (2004) The influence of winter temperatures on the annual radial growth of six northern range margin tree species. Dendrochronologia 22:7–29

    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 30:830–838

    Article  Google Scholar 

  • Piovesan G, Biondi F, Di Filippo A, Alessandrini A, Maugeri M (2008) Drought-driven growth reduction in old beech (Fagus sylvatica L.) forests of the central Apennines, Italy. Glob Change Biol 14:1265–1281

    Article  Google Scholar 

  • Richter K, Eckstein D, Holmes RL (1991) The dendrochronological signal of pine trees (Pinus spp.) in Spain. Tree Ring Bull 51:1–13

    Google Scholar 

  • Rodrigo FS, Esteban-Parra MJ, Pozo-Vázquez D, Castro-Diez Y (1999) A 500 year precipitation record in southern Spain. Int J Climatol 19:1233–1253

    Article  Google Scholar 

  • Rotenberg E, Yakir D (2010) Contribution of semi-arid forests to the climate system. Science 327:451–454

    Article  PubMed  CAS  Google Scholar 

  • R Development Core Team (2011) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL. http://www.R-project.org

  • Sarris D, Christodoulakis D, Körner C (2007) Recent decline in precipitation and tree growth in the eastern Mediterranean. Glob Change Biol 13:1–14

    Article  Google Scholar 

  • Sarris D, Christodoulakis D, Körner C (2010) Impact of recent climatic change on growth of low elevation eastern Mediterranean forest trees. Clim Change 106:203–223

    Google Scholar 

  • Taberlet P, Cheddadi R (2002) Quaternary refugia and persistence of biodiversity. Science 297:2009–2010

    Article  PubMed  CAS  Google Scholar 

  • van Mantgem PJ, Stephenson NL, Byrne JC, Daniels LD, Franklin JF, Fulé PZ, Harmon ME, Larson AJ, Smith JM, Taylor AH, Veblen TT (2009) Widespread increase of tree mortality rates in the western United States. Science 323:521–524

    Article  PubMed  Google Scholar 

  • Woodall CW (2008) When is one core per tree sufficient to characterize stand attributes? Results of a Pinus ponderosa case study. Tree Ring Res 64(1):55–60

    Article  Google Scholar 

  • Xoplaki E, Luterbacher J, Paeth H, Dietrich D, Steiner N, Grosjean M, Wanner H (2005) European spring and autumn temperature variability and change of extremes over the last half millennium. Geophys Res Lett 32:L15713

    Article  Google Scholar 

  • Zar JH (1999) Biostatistical Analysis. Prentice Hall, New Jersey

    Google Scholar 

  • Zuur AF, Fryer RJ, Jolliffe IT, Dekker R, Beukema JJ (2003) Estimating common trends in multivariate time series using dynamic factor analysis. Environmetrics 14:665–685

    Article  Google Scholar 

  • Zuur AF, Ieno EN, Walker N, Saveliev AA, Smith GM (2009) Mixed effects models and extensions in ecology with R. Springer, New York

    Book  Google Scholar 

Download references

Acknowledgments

The authors are grateful to Dr. J.J. Camarero for dendro-ecological advice and comments; we would also like to thank David Nesbitt for English revision. Consejería de Medio Ambiente (Junta de Andalucía) provided the means to carry out the field work. We also want to thank Dr. R. K. Monson and two anonymous reviewers for their comments which helped to improve a previous version of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Juan Carlos Linares.

Additional information

Communicated by Russell Monson.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOC 23484 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Linares, J.C., Tíscar, P.A. Buffered climate change effects in a Mediterranean pine species: range limit implications from a tree-ring study. Oecologia 167, 847–859 (2011). https://doi.org/10.1007/s00442-011-2012-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00442-011-2012-2

Keywords

Navigation