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Which matters most for the formation of intra-annual density fluctuations in Pinus pinaster: age or size?

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Abstract

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A new method is pro posed to standardize chronologies of intra-annual density fluctuations to improve their intra-annual climatic signal.

Abstract

In the Mediterranean area, intra-annual density fluctuations (IADFs) are triggered by short-term climatic variations during the growing season. It is known that the formation of these anatomical structures is dependent on age and size, which can represent a problem during the extraction of the environmental signal from IADF chronologies. We present a new method using a two-step approach to remove the effect of tree-ring width from IADF chronologies. The climatic signal of IADF chronologies obtained by the proposed method was compared with previous methods, using 160 Pinus pinaster tree cores from an even-aged stand on the west coast of Portugal. Our results show that the climatic signal of IADF chronologies was strongly affected by the standardization method used, and that it could be improved by removing the effect of the predisposing factors (cambial age and tree-ring width) on IADF formation. Moreover, additional climatic information (previous winter precipitation) was only revealed when the effect of tree-ring width was removed from IADF series. Finally, we propose that this new method should be tested for other species and across larger geographical areas to confirm its capacity to remove noise from IADF chronologies and to improve their intra-annual climatic signal.

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References

  • Abe H, Nakai T (1999) Effect of the water status within a tree on tracheid morphogenesis in Cryptomeria japonica D Don. Trees 14:124–129. doi:10.1007/PL00009758

    Google Scholar 

  • Battipaglia G, De Micco V, Brand WA, Linke P, Aronne G, Saurer M, Cherubini P (2010) Variations of vessel diameter and δ13C in false rings of Arbutus unedo L. reflect different environmental conditions. New Phytol 188:1099–1112. doi:10.1111/j.1469-8137.2010.03443.x

    Article  CAS  PubMed  Google Scholar 

  • Battipaglia G, DE Micco V, Brand WA, Saurer M, Aronne G, Linke P, Cherubini P (2013) Drought impact on water use efficiency and intra-annual density fluctuations in Erica arborea on Elba (Italy). Plant Cell Environ 37:382–391. doi:10.1111/pce.12160

    Article  PubMed  Google Scholar 

  • Bräuning A (1999) Dendroclimatological potential of drought-sensitive tree stands in southern Tibet for the reconstruction of monsoonal activity. IAWA J 20:325–338

    Article  Google Scholar 

  • Bunn A (2008) A dendrochronology program library in R (dplR). Dendrochronologia 26:115–124. doi:10.1016/j.dendro.2008.01.002

    Article  Google Scholar 

  • Camarero JJ, Olano JM, Parras A (2010) Plastic bimodal xylogenesis in conifers from continental Mediterranean climates. New Phytol 185:471–480. doi:10.1111/j.1469-8137.2009.03073.x

    Article  PubMed  Google Scholar 

  • Campelo F, Nabais C, Freitas H, Gutiérrez E (2007) Climatic significance of tree-ring width and intra-annual density fluctuations in Pinus pinea from a dry Mediterranean area in Portugal. Ann For Sci 64:229–238. doi:10.1051/forest

    Article  Google Scholar 

  • Campelo F, García-González I, Nabais C (2012) detrendeR—a graphical user interface to process and visualize tree-ring data using R. Dendrochronologia 30:57–60. doi:10.1016/j.dendro.2011.01.010

    Article  Google Scholar 

  • Campelo F, Vieira J, Nabais C (2013) Tree-ring growth and intra-annual density fluctuations of Pinus pinaster responses to climate: does size matter? Trees 27:763–772. doi:10.1007/s00468-012-0831-3

    Article  Google Scholar 

  • Carrer M, Urbinati C (2004) Age-dependent tree-ring growth responses to climate in Larix decidua and Pinus cembra. Ecology 85:730–740. doi:10.1890/02-0478

    Article  Google Scholar 

  • Cherubini P, Gartner BL, Tognetti R, Bräker OU, Schoch W, Innes JL (2003) Identification, measurement and interpretation of tree rings in woody species from mediterranean climates. Biol Rev 78:119–148

    Article  PubMed  Google Scholar 

  • Copenheaver CA, Pokorski EA, Currie JE, Abrams MD (2006) Causation of false ring formation in Pinus banksiana: a comparison of age, canopy class, climate and growth rate. For Ecol Manage 236:348–355. doi:10.1016/j.foreco.2006.09.020

    Article  Google Scholar 

  • De Luis M, Gričar J, Čufar K, Raventós J (2007) Seasonal dynamics of wood formation: a comparison between pinning, microcoring and dendrometer measurements. IAWA J 28:389–404

    Article  Google Scholar 

  • De Luis M, Novak K, Čufar K, Raventós J (2009) Size mediated climate–growth relationships in Pinus halepensis and Pinus pinea. Trees 23:1065–1073. doi:10.1007/s00468-009-0349-5

    Article  Google Scholar 

  • De Luis M, Novak K, Raventós J, Gričar J, Prislan P, Čufar K (2011a) Cambial activity, wood formation and sapling survival of Pinus halepensis exposed to different irrigation regimes. For Ecol Manage 262:1630–1638. doi:10.1016/j.foreco.2011.07.013

    Article  Google Scholar 

  • De Luis M, Novak K, Raventós J, Gričar J, Prislan P, Čufar K (2011b) Climate factors promoting intra-annual density fluctuations in Aleppo pine (Pinus halepensis) from semiarid sites. Dendrochronologia 29:163–169. doi:10.1016/j.dendro.2011.01.005

    Article  Google Scholar 

  • De Micco V, Saurer M, Aronne G et al (2007) Variations of wood anatomy and δ13C within-tree rings of coastal Pinus pinaster showing intra-annual density fluctuations. IAWA J 28:61–74

    Article  Google Scholar 

  • De Micco V, Battipaglia G, Brand WA, Linke P, Saurer M, Aronne G, Cherubini P (2012) Discrete versus continuous analysis of anatomical and δ13C variability in tree rings with intra-annual density fluctuations. Trees 26:513–524. doi:10.1007/s00468-011-0612-4

    Article  Google Scholar 

  • De Micco V, Battipaglia G, Cherubini P, Aronne G (2014) Comparing methods to analyse anatomical features of tree rings with and without intra-annual density fluctuations (IADFs). Dendrochronologia 32:1–6

    Article  Google Scholar 

  • 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 131:933–944. doi:10.1007/s10342-011-0566-5

    Article  Google Scholar 

  • Esper J, Niederer R, Bebi P, Frank D (2008) Climate signal age effects—evidence from young and old trees in the Swiss Engadin. For Ecol Manage 255:3783–3789. doi:10.1016/j.foreco.2008.03.015

    Article  Google Scholar 

  • Ivković M, Gapare W, Wu H, Espinoza S, Rozenberg P (2013) Influence of cambial age and climate on ring width and wood density in Pinus radiata families. Ann For Sci 70:525–534. doi:10.1007/s13595-013-0290-z

    Article  Google Scholar 

  • Kunert N, Schwendenmann L, Hölscher D (2010) Seasonal dynamics of tree sap flux and water use in nine species in Panamanian forest plantations. Agric For Meteorol 150:411–419. doi:10.1016/j.agrformet.2010.01.006

    Article  Google Scholar 

  • Liu C (1986) Rectifying radii on off-center increment cores. For Sci 32:1058–1061

    Google Scholar 

  • Lupi C, Morin H, Deslauriers A, Rossi S (2010) Xylem phenology and wood production: resolving the chicken-or-egg dilemma. Plant Cell Environ 33:1721–1730. doi:10.1111/j.1365-3040.2010.02176.x

    Article  PubMed  Google Scholar 

  • Marchand N, Filion L (2012) False rings in the white pine (Pinus strobus) of the Outaouais Hills, Québec (Canada), as indicators of water stress. Can J For Res 42:12–22. doi:10.1139/X11-151

    Article  Google Scholar 

  • Mencuccini M, Grace J, Fioravanti M (1997) Biomechanical and hydraulic determinants of tree structure in Scots pine: anatomical characteristics. Tree Physiol 17:105–113

    Article  PubMed  Google Scholar 

  • Nabais C, Campelo F, Vieira J, Cherubini P (2014) Climatic signals of tree-ring width and intra-annual density fluctuations in Pinus pinaster and Pinus pinea along a latitudinal gradient in Portugal. Forestry 87:598–605. doi:10.1093/forestry/cpu021

    Article  Google Scholar 

  • Novak K, Luís M, Raventós J, Čufar K (2013a) Climatic signals in tree-ring widths and wood structure of Pinus halepensis in contrasted environmental conditions. Trees 27:927–936. doi:10.1007/s00468-013-0845-5

    Article  CAS  Google Scholar 

  • Novak K, Sánchez MAS, Čufar K, Raventós J, de Luis M (2013b) Age, climate and intra-annual density fluctuations in Pinus halepensis in Spain. IAWA J 34:459–474. doi:10.1163/22941932-00000037

    Article  Google Scholar 

  • Olivar J, Bogino SM, Spiecker H, Bravo F (2012) Climate impact on growth dynamic and intra-annual density fluctuations in Aleppo pine (Pinus halepensis) trees of different crown classes. Dendrochronologia 30:35–47. doi:10.1016/j.dendro.2011.06.001

    Article  Google Scholar 

  • Orvis K, Grissino-Mayer H (2002) Standardizing the reporting of abrasive papers used to surface tree-ring samples. Tree-ring Res 58:47–50

    Google Scholar 

  • Osborn TJ, Briffa KR, Jones PD (1997) Adjusting variance for sample-size in tree-ring chronologies and other regional mean time series. Dendrochronologia 15:89–99

    Google Scholar 

  • Pereira JS (2002) Pinus pinaster. Pines of silvicultural importance. CABI Publishing, New York, pp 316–328

    Google Scholar 

  • Rigling A, Waldner PO, Forster T, Bräker OU, Pouttu A (2001) Ecological interpretation of tree-ring width and intraannual density fluctuations in Pinus sylvestris on dry sites in the central Alps and Siberia. Can J For Res 31:18–31. doi:10.1139/cjfr-31-1-18

    Article  Google Scholar 

  • Rigling A, Bräker O, Schneiter G, Schweingruber F (2002) Intra-annual tree-ring parameters indicating differences in drought stress of Pinus sylvestris forests within the Erico-Pinion in the Valais (Switzerland). Plant Ecol 163:105–122

    Article  Google Scholar 

  • Rinn F (2003) TSAP-Win: time series analysis and presentation for dendrochronology and related applications. Rinntech, Heidelberg

    Google Scholar 

  • Rozas V, García-González I, Zas R (2011) Climatic control of intra-annual wood density fluctuations of Pinus pinaster in NW Spain. Trees 25:443–453. doi:10.1007/s00468-010-0519-5

    Article  Google Scholar 

  • Vieira J, Campelo F, Nabais C (2009) Age-dependent responses of tree-ring growth and intra-annual density fluctuations of Pinus pinaster to Mediterranean climate. Trees 23:257–265. doi:10.1007/s00468-008-0273-0

    Article  Google Scholar 

  • Vieira J, Campelo F, Nabais C (2010) Intra-annual density fluctuations of Pinus pinaster are a record of climatic changes in the western Mediterranean region. Can J For Res 40:1567–1575. doi:10.1139/X10-096

    Article  Google Scholar 

  • Vieira J, Rossi S, Campelo F, Freitas H, Nabais C (2013) Seasonal and daily cycles of stem radial variation of Pinus pinaster in a drought-prone environment. Agric For Meteorol 180:173–181. doi:10.1016/j.agrformet.2013.06.009

    Article  Google Scholar 

  • Vieira J, Rossi S, Campelo F, Freitas H, Nabais C (2014) Xylogenesis of Pinus pinaster under a Mediterranean climate. Ann For Sci 71:71–80. doi:10.1007/s13595-013-0341-5

    Article  Google Scholar 

  • Wimmer R, Strumia G, Holawe F (2000) Use of false rings in Austrian pine to reconstruct early growing season precipitation. Can J For Res 30:1691–1697. doi:10.1139/cjfr-30-11-1691

    Article  Google Scholar 

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Author contribution statement

FC: writing the paper and analyzing the data. FC and JV: field and laboratory work. JV, GB, MdL, CN, HF and PC: reviewing the paper. CN: coordinating the research project.

Acknowledgments

This study was supported by the Fundação para a Ciência e a Tecnologia, Ministério da Educação e Ciência (FCT) co-financed by Compete, through the project PTDC/AAC-AMB/111675/2009. Filipe Campelo was supported by a postdoctoral research grant (SFRH/BPD/47822/2008) from FCT with funds from POPH (Portuguese Operational Human Potential Program) and QREN Portugal (Portuguese National Strategic Reference Framework). Martin de Luis was funded by Spanish Ministry of Education and Science co-funded by FEDER program (CGL2012-31668). This study was conducted in the frame of the COST Action STReESS (FP1106). The authors thank the communicating editor and two anonymous reviewers for helpful comments and suggestions on an earlier version of the manuscript.

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The authors declare no conflict of interest.

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Correspondence to Filipe Campelo.

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Communicated by S. W. Leavitt.

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Campelo, F., Vieira, J., Battipaglia, G. et al. Which matters most for the formation of intra-annual density fluctuations in Pinus pinaster: age or size?. Trees 29, 237–245 (2015). https://doi.org/10.1007/s00468-014-1108-9

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  • DOI: https://doi.org/10.1007/s00468-014-1108-9

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