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First published May 2005

Last-millennium summer-temperature variations in western Europe based on proxy data

Abstract

We present a method of multiproxy reconstruction of the climate of Europe during the last millennium. The proxies used comprise long tree-ring width series, grape harvest dates, Greenland ice oxygen isotope series and temperature indices based on historical documents. The proxies are calibrated using gridded April to September mean temperatures for western Europe, i.e., between 10°W and 20°E and between 35°N and 55°N. They are calibrated also using the long instrumental summer temperature series of the Marseilles observatory of Longchamp, which begins in the mid-eighteenth century. The method is a combination of an analogue technique, which is able to deal with missing data, an artificial neural network technique for an optimal non-linear calibration and a bootstrap technique for calculating error bars on the reconstruction. About 70% of the temperature variance is reconstructed. The amplitude of the past temperature variations is particularly well reconstructed, which is important when considering whether the recent temperature trend is or is not within the natural variability It appears that the temperature of the last decade of the twentieth century was reached only 14 times during the last millennium. The reconstruction is discussed with respect to other multiproxy and borehole temperature reconstructions. We conclude that a reconstruction such ours, with a specific regional focus (as opposed to the larger Northern Hemisphere) is more reliable and is in better agreement with borehole results, even allowing for the fact that only a part of the long-term variance is reconstructed. ‘Little Ice Age’ (c. AD 1560-1930) summers were 0.2±0.5°C cooler than the 1961-1990 period. Borehole temperatures indicate a cooling of 0.4°C which falls in the 95% confidence interval of our reconstructions.

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References

Alexandre, P. 1987: Le climat en Europe au Moyen-Age. Paris: Ecole des Hautes Etudes en Sciences Sociales, 825-825 pp.
Amari, S., Barron, A.R., Bienenstock, E., Geman, S., Breiman, L., Mcclelland, J.L., Ripley, B.D., Tibshirani, R., Cheng, B. and Titterington, D.M. 1994: Neural networks – a review from a statistical perspective–comments and rejoinders . Statistical Science 9, 31-54 .
Angot, A. 1897: Etudes sur le climat de France. Température,premiére partie: stations de comparaison. Annales du bureau Central Météorologique, Paris, tome 1 partie B, 93-170.
Baillie, M.G.L. 1977: The Belfast, Northern Ireland, UK, oak chronology to AD 1001 . Tree-Ring Bulletin 37, 1-12 .
Baker, A., Proctor, C. and Barnes, W. 2002: Stalagmite lamina doublets: a 1,000 year record of severe winters in NW Scotland? International Journal of Climatology 22, 1339-1345 .
Bélingard, C. and Tessier, L. 1993: Etude dendroécologique comparée de vieux peuplements de Larix decidua Mill. dans les Alpes Françaises du Sud . Dendrochronologia 11, 69-78 .
Billamboz, A. 1990: Etude dendrochronologique et approche historique d'un village du Jura Comtois . Dendrochronologia 8, 99-117 .
Briffa, K.R., Jones, P.D. and Schweingruber, F.H. 1988: Summer temperature patterns over Europe: a reconstruction from 1750 A.D. based on maximum latewood density indices of conifers . Quaternary Research 30, 36-52 .
Briffa, K.R., Jones, P.D., Bartholin, T.S., Eckstein, T.S., Schweingruber, F.H., Karlen, W. and Zetterberg, P. 1992a: Fennoscandian summers from AD 500: temperature changes on short and long timescales . Climate Dynamics 7, 111-119 .
Briffa, K.R., Jones, P.D. and Schweingruber, F.H. 1992b: Tree–ring density reconstructions of summer temperature patterns across western North America since 1600 . Journal of Climate 5, 735-753 .
Briffa, K.R., Jones, P.D., Schweingruber, F.H. and Osborn, T.J. 1998: Influence of volcanic eruptions on Northern Hemisphere summer temperature over the past 600 Years . Nature 393, 450-455 .
Briffa, K.R., Osborn, T.J., Schweingruber, F.H., Harris, I.C., Jones, P.D., Shiyatov, S.G. and Vaganov, E.A. 2001: Low-frequency temperature variations from a northern tree ring density network . Journal of Geophysical Research 106, 2929-2941 .
Carney, J., Cunningham, P. and Bhagwan, U. 1999: Confidence and prediction intervals for neural network ensemble. Padraig Cunningham's Online publications : http://www.cs.tcd.ie/Padraig.Cunningham/online-pubs.html (last accessed 2 November 2004).
Carrer, M. and Urbinati, C. 2001: Spatial analysis of structural and tree-ring related parameters in a timberline forest in the Italian Alps . Journal of Vegetation Science 12, 645-652 .
Chalié, F. 1995: Palaeoclimates of the Southern Tanganyika basin over the last 25 thousand years: quantitative reconstruction from the statistical treatment of pollen data . Comptes Rendus de l'Académie des Sciences Série II 320, 205-210 .
Cheddadi, R., Mamakowa, K., Guiot, J., De Beaulieu, J.L., Reille, M., Andrieu, V., Granoszewski, W. and Peyron, O. 1998: Was the climate of the Eemian stable? A quantitative climate reconstruction from seven European pollen records . Palaeogeography, Palaeoclimatology, Palaeoecology 143, 73-85 .
Cheng, B. and Titterington, D.M. 1994: Neural networks: a review from a statistical perpective . Statistical Science 9, 2-54 .
Clausen, H.B., Gundeestrup, N.S., Johnsen, S.J., Bindschadler, R. and Zwalley, J. 1988: Glaciological investigations in the Crete area, central Greenland: a search for a new deep-drilling site . Journal of Glaciology 10, 10-15 .
Crowley, T.J. 2000: Causes of climate change over the past 1000 years . Science 289, 270-277 .
Crowley, T.J. and Lowery, T.S. 2000: How warm was the Medieval Warm Period? Ambio 29, 51-54 .
Cuffey, K., Clow, G., Alley, R., Stuiver, M., Waddington, E. and Saltus, R. 1995: Large Arctic temperature change at the Wisconsin-Holocene glacial transition . Sciences 270, 455-458 .
Cuffey, K.M. and Clow, G.D. 1997: Temperature, accumulation, and ice sheet elevation in central Greenland through the last deglacial transition . Journal of Geophysical Research Oceans 102, 26383-26396 .
D'Odorico, P., Revelli, R. and Ridolfi, L. 2000: On the use of neural networks for dendroclimatic reconstructions . Geophysical Research Letters 27, 791-794 .
Efron, B. 1979: Bootstrap methods: another look at the jacknife . The Annals of Statistics 7, 1-26 .
Esper, J., Cook, E.R. and Schweingruber, F.H. 2002: Low frequency signals in long tree-ring chronologies for reconstructing past temperature variability . Science 295, 2250-2253 .
Finnoff, W., Hergert, F. and Zimmermann, H.G. 1993: Improving model selection by non convergent methods . Neural Networks 6, 774-783 .
Fritts, H.C., Blasing, T.J., Haydn, B.P. and Kutzbach, J.E. 1971: Multivariate techniques for specifying tree-growth and climate relationships and for reconstructing anomalies in paleoclimate . Journal of Applied Meteorology 10, 845-864 .
Genova Fuster, M. and Fernandez Cancio, A. 1999: Tree-rings and climate of Pinus nigra ssp. salzamannii in Central Spain. Dendrochronologia 16-17, 75-85.
Genova Fuster, M., Fernandez Cancio, A. and Creus Novau, J. 1993: Diez series medias de anillos de crecimiento en los sistemas capetano e iberico . Investigacion Agraria Sistemos y Recursos Forestales 2, 151-172 .
Grissino Mayer, H.D. and Fritts, H.C. 1997: The international tree-ring data bank: an enhanced global database serving the global scientific community . The Holocene 7, 235-238 .
Grudd, H., Briffa, K.R., Karlen, W., Bartholin, T.S., Jones, P.D. and Kromer, B. 2002: A 7400-year tree-ring chronology in northern Swedish Lapland: natural climatic variability expressed on annual to millennial timescales . The Holocene 12, 657-665 .
Guerreau, A. 1995: Climat et vendanges (XIV-XIXe siécles): révisions et compléments . Histoire et Mesure 10, 89-147 .
Guiot, J. 1990a: Methodology of the last climatic reconstruction in France from pollen data . Palaeogeography, Palaeoclimatology, Palaeoecology 80, 49-69 .
Guiot, J. 1990b: Methods of calibration, verification and reconstruction. In Cook, E. and Kairiukstis, L., editors, Methods of denrochronology, application in the environmental sciences. Dordrecht: International Institute for Applied Systems Analysis, Kluwer Academy Publications, 163-217.
Guiot, J. 1992: The combination of historical documents and biological data in the reconstruction of climate variations in space and in time. In Frenzel, B., Pfister, C. and Glaser, B., editors, Special Issue: ESF Project European Paleoclimate and Man 2B. PalaoklimaforschunglPaleoclimate Research 7, 93-104.
Guiot, J. and Tessier, L. 1997: Detection of pollution signals in tree-ring series using AR processes and neural networks. In Rao, T.S., Priestley, M.B. and Lessi, O., editors, Applications of timeseries analysis in astronomy and meteorology. London: Chapman & Hall, 413-426.
Guiot, J., Pons, A., Beaulieu de, J.L. and Reille, M. 1989: A 140 000-year continental climate reconstruction from two European pollen records . Nature 338, 309-313 .
Guiot, J., Torre, F., Jolly, D., Peyron, O., Boreux, J.J. and Cheddadi, R. 2000: Inverse vegetation modeling by Monte Carlo sampling to reconstruct palaeoclimates under changed precipitation seasonality and CO2 conditions: application to glacial climate in Mediterranean region . Ecological Modelling 127, 119-140 .
Harris, R.N. and Chapman, D.S. 2001: Mid-latitude (300-60N) climatic warming inferred by combining borehole temperatures with surface air temperatures . Geophysical Research Letters 28, 747-750 .
Hoffsummer, P. 1989: L'evolution des toits A deux versants dans le bassin mosan: l'apport de la dendrochronologie (Xie-XIXe siecle). Ph.D. dissertation, Universite de Liege, Belgium.
Huang, S.P., Pollack, H.N. and Shen, P.Y. 2000: Temperature trends ever the past five centuries reconstructed from borehole temperatures . Nature 403, 756-758 .
Huesken, W. and Schirmer, W. 1993: Drei Jahrringchronologien aus den Pragser Dolomiten/Sudtirol . Dendrochronologia 11, 123-137 .
Intergovenmental Panel on Climate Change 2001: Climate change 2001: the scientific basis. Contribution of Working Group I to the Third Assessment report of the Intergovernmental Panel on Climate Change. Cambridge, New York: Cambridge University Press, 881-881 pp.
Jones, P.D. 1994: Hemispheric surface air temperature variations: a reanalysis and an update to 1993 . Journal of Climate 7, 1794-1802 .
Jones, P.D. and Moberg, A. 2003: Hemispheric and large-scale surface air temperature variations: an extensive revision and an update to 2001 . Journal of Climate 16, 206-223 .
Jones, P.D., Briffa, K.R., Barnett, T.P. and Tett, S.F.B. 1998: Highresolution palaeoclimatic records for the last millennium: interpretation, integration and comparison with general-circulation model control-run temperatures . The Holocene 8, 455-471 .
Jones, P.D., Osborn, T.J., Briffa, K.R., Folland, C.K., Horton, E.B., Alexander, L.V., Parker, D.E. and Rayner, N.A. 2001: Adjusting for sampling density in grid box land and ocean surface temperature time series . Journal of Geophysical Research-Atmospheres 106, 3371-3380 .
Jones, P.D., Briffa, K.R. and Osborn, T.J. 2003: Changes in the Northern Hemisphere annual cycle: implications for paleoclimatology . Journal of Geophysical Research 108, 4588-4591 .
Keller, T., Guiot, J. and Tessier, L. 1997: The artificial neural networks: a new advance in response function calculation. In Urbinati, C. and Carrer, M., editors, Atti del XXXIV Corso di Cultura in Ecologia. Universita degli studi Padova, Dipartimento Territorio e Sistemi Agroforestali & Centro Interdipartimentale Ricerche per l'Ambiente Alpino e Montano, 43-53.
Lamb, H.H. 1977: Climate: present, past and future. London: Methuen, 825-825 pp.
Lambert, G., Lavier, C., Trenard, Y., Guibal, F., Bernard, V., Girardclos, O., Lambert, R., Mignot, C., Ponsot, M. and Gerard, A. 1992: Letalon de datation dendrochronologique Bourgogne 29. In Maurice, G.L.B., editor, Les Veines du Temps. Autun, France: Musee Rolin, 123-156.
Le Roy Ladurie, E. 1983: Histoire du climat depuis l'an Mil. Paris: Flammarion, 541-541 pp.
Le Roy Ladurie, E. and Baulant, M. 1981: Grape harvests from the fifteenth through the nineteenth centuries. In Rotberg, R.I. and Rabb, T.K., editors, Studies in interdisciplinary history. Princeton NJ: Princeton University Press, 259-269.
Legrand, J.P. 1979: Les fluctuations meteorologiques exceptionnelles durant les saisons printani&es et estivales depuis le MoyenAge . La Meteorologie VIe s&rie 18, 131-141 .
Lek, S. and Guegan, J.F. 1999: Artificial neural networks as a tool in ecological modelling, an introduction . Ecological Modelling 120, 65-73 .
Lockwood, M., Stamper, R., Wild, M.N., Balogh, A. and Jones, G. 1999: Our changing Sun . Astronomy & Geophysics 40, 10-16 .
Luterbacher, J., Xoplaki, E., Dietrich, D., Rickli, R., Jacobeit, J., Beck, C., Gyalistras, D., Schmutz, C. and Wanner, H. 2002: Reconstruction of sea level pressure fields over the Eastern North Atlantic and Europe back to 1500 . Climate Dynamics 18, 545-561 .
Luterbacher, J., Dietrich, D., Xoplaki, E., Grosjean, M. and Wanner, H. 2004: European seasonal and annual temperature variability, trends, and extremes since 1500 . Science 303, 1499-1504 .
Malmgren, B.A. and Nordlund, U. 1997: Application of artificial neural networks to paleoceanographic data . Palaeogeography, Palaeoclimatology, Palaeoecology 136, 359-373 .
Mann, M.E. 2002: The value of multiple proxies . Science 297, 1481-1482 .
Mann, M.E., Bradley, R.S. and Hughes, M.K. 1999: Northern Hemisphere temperatures during the past millennium: inferences, uncertainties and limitations . Geophysical Research Letters 26, 759-762 .
Mann, M.E., Gile E.D., Bradley, R.S., Hughes, M.K., Overpeck, J., Keimig, F.T. and Gross W. 2000: Global temperature patterns in past centuries: an interactive presentation . Earth Interactions 4, 1-29 (retrieved 14 January 2005 from http://www.ngdc.noaa.gov/paleo/ei/ei_cover.html)
Mann, M.E., Rutherford, S., Bradley, R.S., Hughes, M.K. and Keinig, F.T. 2003: Optimal surface temperature reconstructions using terrestrial borehole data . Journal of Geophysical Research 108, 4203-4213 .
Moberg, A., Sonechkin, D.M., Holmgren, K., Datsenko, N.M. and Karlen, W. 2005: Highly variable Northern Hemisphere temperatures reconstructed from low and high-resolution proxy data . Nature 433, 613-617 .
Ni, F., Cavazos, T., Hughes, M.K., Combrie, A. and Funkhouser, G. 2002: Cool-season precipitation in the Southwestern USA since AD 1000: comparison of linear and non linear techniques for reconstruction . International Journal of Climatology 22, 1645-1662 .
Peyron, O., Guiot, J., Cheddadi, R., Tarasov, P., Reille, M., De Beaulieu, J.L., Bottema, S. and Andrieu, V. 1998: Climatic reconstruction in Europe for 18,000 yr BP. From pollen data . Quaternary Research 49, 183-196 .
Pfister, C. 1992: Monthly temperature and precipitation in central Europe 1525-1979: quantifying documentary evidence on weather and its effects. In Bradley. R.S. and Jones, P.D., editors, Climate since A.D. 1500. London: Routlege, 118-142.
Pfister, C., Schwarzzanetti, G. and Wegmann, M. 1996: Winter severity in Europe: the fourteenth century . Climatic Change 34, 91-108 .
Pichard, G. 1999: Espace et nature en Provence du XVI au XVIII siecle. Ph.D. Thesis Universite d'Aix-Marseille I, 900 pp.
Pilcher, J.R. and Baillie, M.G.L. 1980: Six modern oak chronologies from Ireland . Tree-Ring Bulletin 40, 23-34 .
Proctor, C.J., Baker, A. and Barnes, W.L. 2000: A 1,100 year stalagmite annual resolution palaeo precipitation record from NW Scotland . Climate Dynamics 16, 815-820 .
Rumelhart, D.E., Hinton, G.E. and Williams, R.J. 1986: Learning representations by back-propagating errors . Nature 323, 533-536 .
Schweingruber, F.H. 1985: Dendroecological zones in the coniferous forests of Europe . Dendrochronologia 3, 67-75 .
Serre, F. 1978: The dendroclimatic value of the European larch (Larix decidua Mill.) in the French Alps . Tree-Ring Bulletin 38, 25-34 .
Souriau, A. and Yiou, P. 2001: Grape harvest dates for checking NAO paleoreconstructions . Geophysical Research Letters 28, 3895-3898 .
Tessier, L. 1981: Contribution dendroclimatique a la connaissance ecologique du peuplement forestier des environs des Chalets de l'Orgere (Parc National de la Vanoise) . Travaux Scientifiques du Parc National de la Vanoise 11, 29-61 .
Till, C. 1987: Caracteristiques des chronologies de cernes definies sur le cedre de l'Atlas au Maroc pour etudier evolution des forets et climat . Dendrochronologia 5, 143-181 .
Till, C. and Guiot, J. 1990: Reconstruction of precipitation in Morocco since 1100 A.D. based on Cedrus atlantique tree-ring widths . Quaternary Research 33, 337-351 .
Walczak, B. and Wegscheider, W. 1994: Calibration of non-linear analytical systems by a neuro-fuzzy approach . Chemometrics and Intelligent Laboratory Systems 22, 199-207 .
Wazny, T. and Eckstein, D. 1991: The dendrochronological signal of oak (Quercus spp.) in Poland . Dendrochronologia 9, 35-49 .
Woodhouse, C.A. 1999: Artificial neural networks and dendroclimatic reconstructions: an example from the Front Range, Colorado, USA . The Holocene 9, 521-529 .
Zumbuhl, H.J. and Holzhauser, H. 1988: Alpengletschen in der Kleinen Eiszeit . Die Alpen 64, 129-322 .

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Pages: 489 - 500
Article first published: May 2005
Issue published: May 2005

Keywords

  1. Dendroclimatology
  2. climatic change
  3. climate reconstruction
  4. multiproxy reconstruction
  5. ‘Little Ice Age’
  6. western Europe

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Authors

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J. Guiot
CEREGE CNRS Université Paul Cézanne UMR 6635, Europô le méditerranéen de lĺArbois BP 80, F-13545 Aix-en-Provence cedex 4, France
A. Nicault
CEREGE CNRS Université Paul Cézanne UMR 6635, Europô le méditerranéen de lĺArbois BP 80, F-13545 Aix-en-Provence cedex 4, France
C. Rathgeber
Climate Research Unit, University of East Anglia, Norwich NR47T9, UK
F. Guibal
IMEP CNRS Université Paul Cézanne UMR 6336, bâtiment Villemin, Domaine du Petit Arbois, avenue Louis Philibert, F-13290 Aix-les-Milles, France
G. Pichard
11 avenue du Parc Borely, 13008 Marseille, France
C. Till
48 rue de la Neuville, B-1348 Louvain-la-Neuve, Belgium

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