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Six centuries of May–July precipitation in Cyprus from tree rings

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Abstract

A May–July precipitation nested reconstruction for the period AD 1415–2010 was developed from multi-century tree-ring records of Pinus nigra, Pinus brutia, and Cedrus brevifolia for Cyprus. Calibration and verification statistics for the period 1917–2010 show a good level of skill, and split-sample validation over 1917–2010 supports temporal stability of the tree-ring signal for precipitation. Smoothed annual time series of reconstructed precipitation and a tally of drought events in a moving time window indicate that the calibration period is not representative of the full range of drought variability. While convective precipitation in the warm season may be driven strongly by local factors, composite maps of geopotential height anomaly for dry years and wet years support large-scale atmospheric-flow influence related to height anomalies over the broader region of northeast Africa and the eastern Mediterranean. Emerging positive trend in reconstruction residuals may be an early sign of exacerbation of drought stress on trees by recent warming in May–July. Future warming expected from increases in greenhouse gases poses a threat to forest resources in Cyprus and elsewhere in the Mediterranean.

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References

  • Akkemik Ü, Dağdeviren N, Aras A (2005) A preliminary reconstruction (A.D. 1635–2000) of spring precipitation using oak tree rings in the western Black Sea region of Turkey. Int J Biometeorol 49:297–302

    Article  Google Scholar 

  • Akkemik Ü, D’Arrigo R, Cherubini P, Köse N, Jacoby GC (2008) Tree-ring reconstructions of precipitation and streamflow for north-western Turkey. Int J Climatol 28:173–183

    Article  Google Scholar 

  • Anderson TW, Darling DA (1954) A test of goodness-of-fit. J Am Stat Assoc 49:765–769

    Article  Google Scholar 

  • Camuffo D, Bertolin C, Diodato N, Barriendos M, Dominguez-Castro F, Cocheo C, della Valle A, Garnier E, Alcoforado MJ (2010) The western mediterranean climate: how will it respond to global warming. Clim Change 100:137–142

    Article  Google Scholar 

  • Camuffo D, Bertolin C, Diodato N, Cocheo C, Barriendos M, Dominguez-Castro F, Garnier E, Alcoforado MJ, Nunes MF (2013) Western mediterranean precipitation over the last 300 years from instrumental observations. Clim Change 117:85–101

    Article  Google Scholar 

  • Cook ER (1985) A time-series analysis approach to tree-ring standardization. Ph.D. Dissertation. Department of Geosciences, The University of Arizona, Tucson

  • Cook E, Kairiukstis L (1990) Methods of dendrochronology: applications in the environmental sciences. Kluwer Academic, Doredrecht

    Book  Google Scholar 

  • D’Arrigo RD, Cullen HM (2001) A 350-year (AD 1628–1980) reconstruction of Turkish precipitation. Dendrochronologia 19:169–177

    Google Scholar 

  • Fritts HC, Guiot J, Gordon G (1990) Verification. In: Cook ER, Kairiukstis LA (eds) Methods of dendrochronology: applications in the environmental sciences. International Institute for Applied Systems Analysis Kluwer Academic, Boston, pp 178–184

    Google Scholar 

  • Giorgi F (2006) Climate change hot-spots. Geophys Res Lett 33:L87070

    Article  Google Scholar 

  • Hughes MK, Kuniholm PI, Garfin GM, Latini C, Eischeid J (2001) Aegean tree-ring signature years explained. Tree-Ring Res 57(1):67–73

    Google Scholar 

  • Inalcik H (1997) A note on the population of Cyprus. http://www.mfa.gov.tr/grupa/percept/ll2/II2-3.html

  • Jones PD, Hulme M (1996) Calculating regional climatic time series for temperature and precipitation: methods and illustrations. Int J Climatol 16:361–377

    Article  Google Scholar 

  • Kalnay E et al (1996) The NCEP/NCAR reanalysis 40-year project. Bull Am Meteorol Soc 77:437–471

    Article  Google Scholar 

  • Kevane M, Gray L (2008) Darfur: rainfall and conflict. Environ Res Lett 3:034006

    Article  Google Scholar 

  • Köse N, Akkemik Ü, Dalfes HN, Özeren MS (2011) Tree-ring reconstructions of May–June precipitation for western Anatolia. Quat Res 75:438–450. doi:10.1016/j.yqres.2010.12.005

    Article  Google Scholar 

  • Kundzewicz ZW, Mata LJ, Arnell NW, Doll P, Kabat P, Jimenez B, Miller KA, Oki T, Sen Z, Shiklomanov IA (2007) Freshwater resources and their management. In: Parry ML Parry, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Climate Change 2007: impacts, adaptation and vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK, 173–210

  • Luterbacher J, Koenig SJ, Franke J, van der Schrier G, Zorita E, Moberg A, Jacobeit J, Della-Marta PM, Küttel M, Xoplaki E, Wheeler D, Rutishauer T, Stössel M, Wanner H, Brázdil R, Dobrovolný P, Camuffo D, Bertolin C, van Engelen A, Gonzalez-Rouco FJ, Wilson R, Pfister C, Limanówka D, Nordli Ø, Leijonhufvud L, Söderberg J, Allan R, Barriendos M, Glaser R, Riemann D, Hao Z, Zerefos CS (2010) Circulation dynamics and its influence on european and mediterranean January–April climate over the past half millennium: results and insights from instrumental data, documentary evidence and coupled climate models. Clim Change 101:201–234

    Article  Google Scholar 

  • Mallows CL (1973) Some comments on Cp. Technometrics 15:661–675

    Google Scholar 

  • Meko DM (1997) Dendroclimatic reconstruction with time varying subsets of tree ring indices. J Clim 10:687–696

    Article  Google Scholar 

  • Meko DM, Graybill DA (1995) Tree-ring reconstruction of Upper Gila River discharge. Water Resour Bull 31:605–616

    Article  Google Scholar 

  • Meko DM, Touchan R, Anchukaitis KJ (2011) Seascorr: a MATLAB program for identifying the seasonal climate signal in an annual tree-ring time series. Comput Geosci 37(9):1234–1241

    Article  Google Scholar 

  • Mitchell T, Jones P (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int J Climatol 25:693–712

    Article  Google Scholar 

  • Ottoman Archives (1850–1930) Correspondences between Ottoman Palace and provinces (in Turkish). Directory of State Archives of Prime Ministry of Republic of Turkey

  • Purgstall BJVH (1983) Ottoman State History, Vol. 1–7, Translator: Vecdi Bürün, Üçdal Publishing, Istanbul (in Turkish)

  • Snee RD (1997) Validation of regression models: methods and examples. Technometrics 19:415–428

    Article  Google Scholar 

  • Stokes MA, Smiley M (1968) An introduction to tree-ring dating. University of Chicago Press, Chicago

    Google Scholar 

  • Touchan R, Meko DM, Hughes MK (1999) A 396-year reconstruction of precipitation in Southern Jordan. J Am Water Resour Assoc 35:45–55

    Google Scholar 

  • Touchan R, Garfin GM, Meko DM, Funkhouser G, Erkan N, Hughes MK, Wallin BS (2003) Preliminary reconstructions of spring precipitation in southwestern Turkey from tree-ring width. Int J Climatol 23:157–171

    Article  Google Scholar 

  • Touchan R, Funkhouser G, Hughes MK, Erkan N (2005a) Standardized precipitation indices reconstructed from Turkish tree-ring widths. Clim Change 72(3):339–353

    Article  Google Scholar 

  • Touchan R, Xoplaki E, Funkhouser G, Luterbacher J, Hughes MK, Erkan N, Akkemik Ü, Stephan J (2005b) Dendroclimatology and large-scale circulation influences in the eastern Mediterranean and Near East region. Clim Dyn 25:75–98

    Article  Google Scholar 

  • Touchan R, Akkemik Ü, Hughes MK, Erkan N (2007) May–June precipitation of South-Western Anatolia, Turkey during the last 900 years from tree rings. Quat Res 68(2):196–202

    Article  Google Scholar 

  • Touchan R, Anchukaitis KJ, Meko DM, Attalah S, Baisan C, Aloui A (2008) The long term context for recent drought in northwestern Africa. Geophys Res Lett 35:L13705. doi:10.1029/2008GL034264

    Article  Google Scholar 

  • Touchan R, Anchukaitis KJ, Shishov V, Sivrikaya F, Attieh J, Ketmen M, Stephan J, Mitsopoulos I, Christou A, Meko DM (2014) Spatial patterns of eastern mediterranean climate influence on tree growth. Holocene. doi:10.1177/0959683613518594

    Google Scholar 

  • Weisberg R (1985) Applied linear regression. Wiley, New York

    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 23:201–213

    Article  Google Scholar 

  • Woodhouse CA, Gray ST, Meko DM (2006) Updated streamflow reconstructions for the upper Colorado River basin. Water Resour Res 42(5), Art. W05415

  • Xoplaki E, Gonzalez-Rouco JF, Luterbacher J, Wanner H (2004) Wet season Mediterranean precipitation variability: influence of large-scale dynamics and trends. Clim Dyn 23:63–78. doi:10.1007/s00382-004-0422-0

    Article  Google Scholar 

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Acknowledgments

The authors wish to thank the Cyprus Ministry of Agriculture, Department of Forestry, and the Cyprus Forestry College, Mr. Konstantinos Rovanias and Mr. Loizos Constantinou for their help and support. We thank Christopher Baisan, Elina Minaidou, Loizos Constantinou for his valuable help in the field. We thank Martin Munro for helping with the graphics. Funding was provided by the US National Science Foundation under Grant Earth System History (Grant No. 0075956) and ATM-GEO/ATM-Paleoclimate Program 0758486.

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Correspondence to Ramzi Touchan.

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382_2014_2104_MOESM1_ESM.tif

Supplementary material Figure 1S. Comparison of actual and estimated May-July precipitation for the period 1917-2002 and 2010. (TIFF 8227 kb)

382_2014_2104_MOESM2_ESM.eps

Supplementary material Figure 2S. Average May-July geopotential height anomaly for the six individual years of the “dry observed” composite. Composite is Figure 7A in paper. Red star marks location of Cyprus. (EPS 1167 kb)

382_2014_2104_MOESM3_ESM.eps

Supplementary material Figure 3S. Average May-July geopotential height anomaly for the six individual years of the “dry reconstructed” composite. Composite is Figure 7C in paper. Red star marks location of Cyprus. (EPS 1169 kb)

382_2014_2104_MOESM4_ESM.eps

Supplementary material Figure 4S. Average May-July geopotential height anomaly for the six individual years of the “wet observed” composite. Composite is Figure 7B in paper. Red star marks location of Cyprus. (EPS 1125 kb)

382_2014_2104_MOESM5_ESM.eps

Supplementary material Figure 5S. Average May-July geopotential height anomaly for the six individual years of the “wet reconstructed” composite. Composite is Figure 7D in paper. Red star marks location of Cyprus. (EPS 1142 kb)

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Touchan, R., Christou, A.K. & Meko, D.M. Six centuries of May–July precipitation in Cyprus from tree rings. Clim Dyn 43, 3281–3292 (2014). https://doi.org/10.1007/s00382-014-2104-x

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  • DOI: https://doi.org/10.1007/s00382-014-2104-x

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