Abstract
We use long instrumental temperature series together with available field reconstructions of sea-level pressure (SLP) and three-dimensional climate model simulations to analyze relations between temperature anomalies and atmospheric circulation patterns over much of Europe and the Mediterranean for the late winter/early spring (January–April, JFMA) season. A Canonical Correlation Analysis (CCA) investigates interannual to interdecadal covariability between a new gridded SLP field reconstruction and seven long instrumental temperature series covering the past 250 years. We then present and discuss prominent atmospheric circulation patterns related to anomalous warm and cold JFMA conditions within different European areas spanning the period 1760–2007. Next, using a data assimilation technique, we link gridded SLP data with a climate model (EC-Bilt-Clio) for a better dynamical understanding of the relationship between large scale circulation and European climate. We thus present an alternative approach to reconstruct climate for the pre-instrumental period based on the assimilated model simulations. Furthermore, we present an independent method to extend the dynamic circulation analysis for anomalously cold European JFMA conditions back to the sixteenth century. To this end, we use documentary records that are spatially representative for the long instrumental records and derive, through modern analogs, large-scale SLP, surface temperature and precipitation fields. The skill of the analog method is tested in the virtual world of two three-dimensional climate simulations (ECHO-G and HadCM3). This endeavor offers new possibilities to both constrain climate model into a reconstruction mode (through the assimilation approach) and to better asses documentary data in a quantitative way.
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References
Allan R, Ansell T (2006) A new globally complete monthly historical gridded mean sea level pressure dataset (HadSLP2):1850–2004. J Clim 19:5816–5842
Auer I, Böhm R, Jurkovic A et al (2007) HISTALP—historical instrumental climatological surface time series of the Greater Alpine Region. Int J Climatol 27:17–46
Barkmeijer J, Iversen T, Palmer TN (2003) Forcing singular vectors and other sensitive model structures. Q J R Meteorol Soc 129:2401–2423
Beck C (2000) Zirkulationsdynamische Variabilität im Bereich Nordatlantik-Europa seit 1780. Würzburger Geographische Arbeiten. Mitteilungen der Geographischen Gesellschaft Würzburg, Würzburg, Deutschland, Heft 95, 350 pp
Beck C, Jacobeit J, Philipp A (2001) Variability of North-Atlantic-European circulation patterns since 1780 and corresponding variations in Central European climate. In: Brunet India M, López Bonillo D (eds) Detecting and modelling regional climate change. Springer, Berlin, pp 321–331
Beck C, Jacobeit J, Jones PD (2007) Frequency and within-type variations of North-Atlantic European circulation types and their effects on low-frequency climatic variability in Central Europe since 1780. Int J Climatol 27:473–491
Böhm R, Jones PD, Hiebl J, Brunetti M, Frank D, Maugeri M (2009) The early instrumental warm-bias: a solution for long central European temperatures series 1760–2007. Clim Change. doi:10.1007/s10584-009-9649-4
Brázdil R, Pfister C, Wanner H, von Storch H, Luterbacher J (2005) Historical climatology in Europe—the state of the art. Clim Change 70:363–430
Brázdil R, Dobrovolný P (2010) Historical climate in central Europe during the last 500 years. In: Przybylak R et al (eds) The polish climate in the European context: an historical overview, pp 41–70. doi:10.1007/978-90-481-3167-9_2
Brázdil R, Dobrovolný P, Luterbacher J, Moberg A, Pfister C, Wheeler D, Zorita E (2009) European climate of the past 500 years: new challenges for historical climatology. Clim Change. doi:10.1007/s10584-009-9783-z
Camuffo D (1987) Freezing of the Venetian Lagoon since the 6th century AD, in comparison to the climate of Western Europe and England. Clim Change 10:43–66
Camuffo, Jones PD (eds) (2002) Improved understanding of past climatic variability from early daily European instrumental sources. Kluwer Academic, Dordrecht, 392 pp
Camuffo D, Bertolin C, Barriendos M, Dominguez-Castro F, Cocheo C, Enzi S, Sghedoni M, della Valle A, Garnier E, Alcoforado M-J, Xoplaki E, Luterbacher J, Diodato N, Maugeri M, Nunes MF, Rodriguez R (2009) 500-year temperature reconstruction in the Mediterranean Basin by means of documentary data and instrumental observations. Clim Change (revised)
Della-Marta PM, Luterbacher J, von Weissenfluh H, Xoplaki E, Brunet M, Wanner H (2007) Summer heat waves over western Europe 1880–2003, their relationship to large scale forcings and predictability. Clim Dyn 29:251–275
Dobrovolný P, Brázdil R, Valášek H, Kotyza O, Macková J, Halíèková M (2009a) A standard paleoclimatological approach to temperature reconstruction in historical climatology: an example from the Czech Republic, AD 1718–2007. Int J Climatol 29:1478–1492
Dobrovolný P, Moberg A, Brázdil R, Pfister C, Glaser R, Wilson R, van Engelen A, Limanówka D, Kiss A, Halíčková M, Macková J, Riemann D, Luterbacher J, Böhm R (2009b) Monthly and seasonal temperature reconstructions for Central Europe derived from documentary evidence and instrumental records since AD 1500. Clim Change. doi:10.1007/s10584-009-9724-x
Fischer EM, Luterbacher J, Zorita E, Tett SFB, Casty C, Wanner H (2007) European climate response to tropical volcanic eruptions over the last half millennium. Geophys Res Lett 34:L05707
Franke J, González Rouco JF, Frank D, Graham NE (2009) 200 years of European temperature variability: insights from and tests of the Proxy Surrogate Reconstruction analog method. Clim Dynam (in review)
Gagen M, McCarrol D, Hicks S (2006) The MILLENNIUM project: European climate of the last MILLENNIUM. PAGES News 14:4
Glaser R, Brázdil R, Pfister C, Dobrovolný P, Barriendos Vallvé M, Bokwa A, Camuffo D, Kotyza O, Limanówka D, Rácz L, Rodrigo FS (1999) Seasonal temperature and precipitation fluctuations in selected parts of Europe during the sixteenth century. Clim Change 43:169–200
González-Rouco JF, Beltrami H, Zorita E, von Storch H (2006) Simulation and inversion of borehole temperature profiles in surrogate climates: spatial distribution and surface coupling. Geophys Res Lett 33:L01703
González-Rouco J, Beltrami H, Zorita E, Stevens M (2009) Borehole climatology: a discussion based on contributions from climate modeling. Clim Past 5:97–127
Goosse H, Fichefet T (1999) Importance of ice-ocean interactions for the global ocean circulation: a model study. J Geophys Res (Oceans) 104:23337–23355
Goosse H, Crespin E, de Montety A, Mann ME, Renssen H, Timmermann A (2009) Reconstructing surface temperature changes over the past 600 years using climate model simulations with data assimilation. J Geophys Res. doi:10.1029/2009JD012737
Gouirand I, Moberg A, Zorita E (2007) Climate variability in Scandinavia for the past millennium simulated by an atmosphere-ocean general circulation model. Tellus 59A:30–49
Hellmann G (1883) Repertorium der Deutschen Meteorologie. Leistungen der Deutschen in Schriften, Erfindungen und Beobachtungen auf dem Gebiet der Meteorologie und des Erdmagnetismus von den ältesten Zeiten bis zum Schluss des Jahres 1881. Verlag Wilhelm Engelmann, Leipzig
Holopainen J, Helama S, Timonen M (2006) Plant phenological data and tree-rings as paleoclimate indicators in south-west Finland since AD 1750. J Biomet 51:61–72
Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation. Regional temperatures and precipitation. Science 269:676–679
Jacobeit J, Beck C, Philipp A (1998) Annual to decadal variability in climate in Europe—objectives and results of the German contribution to the European climate research project ADVICE—Würzburger Geographische Manuskripte 43
Jacobeit J, Wanner H, Koslowski G, Gudd M (1999) European surface pressure patterns for months with outstanding climatic anomalies during the sixteenth century. Clim Change 43:201–221
Jacobeit J, Jönsson P, Bärring L, Beck C, Ekström M (2001a) Zonal indices for Europe 1780–1995 and running correlations with temperature. Clim Change 48:219–241
Jacobeit J, Jones PD, Davies T, Beck C (2001b) Circulation changes in Europe since the 1780s. In: Jones PD, Ogilvie A, Davies T, Briffa K (eds) History and climate: memories of the future? Kluwer Academic, Plenum, pp 79–99
Jacobeit J, Wanner H, Luterbacher J, Beck C, Philipp A, Sturm K (2003) Atmospheric circulation variability in the North-Atlantic-European area since the mid-seventeenth century. Clim Dyn 20:341–352
Jacobeit J, Rathmann J, Philipp A, Jones PD (2009) Central European precipitation and temperature extremes in relation to large-scale atmospheric circulation types. Meteorol Z 18:397–410
Jones PD (2001) Early European instrumental record. In: Jones PD, Ogilvie AEJ, Davies TD, Briffa K (eds) History and climate: memories of the future? Kluwer Academic, New York, pp 55–77
Jones PD, Briffa KR (2006) Unusual climate in northwest Europe during the period 1730 to 1745 based on instrumental and documentary data. Clim Change 79:361–379
Jones PD et al (1999) Monthly mean pressure reconstruction for Europe 1780–1995. Int J Climatol 19:347–364
Jones P, Briffa K, Osborn T (2003) Changes in the Northern Hemisphere annual cycle: implications for paleoclimatology? J Geophys Res 108:4588. doi:10.1029/2003JD003695
Koenig SJ (2007) Potential of documentary based climate information for the evaluation of European temperature extremes and large scale SLP reconstructions. Master’s thesis, Institute of Geography, University of Bern
Koslowski G, Glaser R (1999) Variations in reconstructed ice winter severity in the Western Baltic from 1501 to 1995, and their implications for the North Atlantic Oscillation. Clim Change 41:175–191
Küttel M, Xoplaki E, Gallego D, Luterbacher J, Garcia-Herrera R, Allan R, Barriendos M, Jones PD, Wheeler D, Wanner H (2009) The importance of ship log data: reconstructing North Atlantic, European and Mediterranean sea level pressure fields back to 1750. Clim Dyn. doi:10.1007/s00382-009-0577-9
Küttel M, Luterbacher J, Wanner H (2010) Multidecadal changes in winter circulation-climate relationship in Europe: frequency variations, within-type modifications, and long-term trends. Clim Dynam. doi:10.1007/s00382-009-0737-y
Labrijn A (1945) Het klimaat van Nederland gedurende de laatste twee en een halve eeuw, publ. MV49 KNMI
Leijonhufvud L, Moberg A, Wilson R (2008) Documentary data provide evidence of Stockholm average winter to spring temperatures in the 18th and 19th centuries. Holocene 18:333–343
Leijonhufvud L, Wilson R, Moberg A, Söderberg J, Retsö D, Söderlind U (2009) Five centuries of winter/spring temperatures in Stockholm reconstructed from documentary evidence and instrumental observations. Clim Change. doi:10.1007/s10584-009-9650-y
Limanówka D (1996) Daily weather observations in Cracow in the 16th century. Zeszyty Nauk UJ, Prace Geograficzne 102:503–508
Limanówka D (2000) The transformation of thermal descriptive characteristic in Cracow from 16th century into the quantitative evaluation. Prace Geograficzne 107:113–117
Limanówka D (2001) Rekonstrukcja warunków klimatycznych Krakowa w pierwszej polowie XVI wieku (Reconstruction of climatic conditions in Cracow in the first half of the 16th century). Instytut Meteorologii i Gospodarki Wodnej, Warszawa
Livezey RE, Chen W (1983) Statistical field significance and its determination by Monte Carlo Techniques. Mon Weather Rev 111:46–59
Luterbacher J and 33 co-authors (2000) Monthly mean pressure reconstruction for the late maunder minimum period (AD 1675–1715) based on canonical correlation analysis. Int J Climatol 20:1049–1066
Luterbacher J, Xoplaki E, Dietrich D, Rickli R, Jacobeit J, Beck C, Gyalistras D, Schmutz C, Wanner H (2002) Reconstruction of sea level pressure fields over the Eastern North Atlantic and Europe back to 1500. Clim Dyn 18:545–561
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
Luterbacher J, Liniger MA, Menzel A, Estrella N, Della-Marta PM, Pfister C, Rutishauser T, Xoplaki E (2007) The exceptional European warmth of Autumn 2006 and Winter 2007: historical context, the underlying dynamics and its phenological impacts. Geophys Res Lett 34:L12704
Luterbacher J, Xoplaki E, Küttel M, Zorita E, González-Rouco JF, Jones PD, Stössel M, Rutishauser T, Wanner H, Wibig J, Przybylak R (2010) Climate change in Poland in the past centuries and its relationship to European climate: Evidence from reconstructions and coupled climate models. In: R. Przybylak et al. (eds) The Polish climate in the European context: An historical overview (pp. 3–39). doi:10.1007/978-90-481-3167-9_1
Michaelsen J (1987) Cross-validation in statistical climate forecast models. J Clim Appl Meteorol 26:1589–1600
Mitchell TD, Jones PD (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int J Climatol 25:693–712
Moberg A, Bergström H (1997) Homogenization of Swedish temperature data. Part III: the long temperature records from Stockholm and Uppsala. Int J Climatol 17:667–699
Moberg A, Bergström H, Ruiz Krigsman J, Svanered O (2002) Daily air temperature and pressure series for Stockholm (1756–1998). Clim Change 53:171–212
Opsteegh JD, Haarsma RJ, Selten FM, Kattenberg A (1998) ECBILT: a dynamic alternative to mixed boundary conditions in ocean models. Tellus 50A:348–367
Pauling A, Luterbacher J, Casty C, Wanner H (2006) 500 years of gridded high-resolution precipitation reconstructions over Europe and the connection to large-scale circulation. Clim Dyn 26:387–405
Pfister C, Luterbacher J, Wanner H, Wheeler D, Brázdil R, Ge Q, Hao Z, Moberg A, Grab S, Rosario del Prieto M (2008) Documentary evidence as climate proxies. White paper produced from the PAGES/CLIVAR workshop, Trieste, 2008, http://www.pages-igbp.org/cgi-bin/WebObjects/products.woa/wa/product?id=331
Philipp A, Della Marta PM, Jacobeit J, Fereday D, Jones PM, Moberg A, Wanner H (2007) Long-term variability of daily North-Atlantic–European Pressure Patterns since 1850 classified by Simulated Annealing Clustering. J Climate 20:4065–4095
Preisendorfer R (1988) Principal component analysis in meteorology and oceanography. Elsevier, Amsterdam
Przybylak R, Oliński P, Chorążyczewski W, Nowosad W, Syta K (2010) Documentary evidence. In: R. Przybylak et al. (eds) The polish climate in the European context: an historical overview (pp. 167–190). doi:10.1007/978-90-481-3167-9_6
Rapp J (2000) Konzeption, Problematik und Ergebnisse klimatologischer Trendanalysen für Europa und Deutschland. DWD, Offenbach
Rutishauser T, Schleip C, Sparks T, Nordli Ø, Menzel A, Wanner H, Jeanneret F, Luterbacher J (2009) The temperature sensitivity of Swiss and British plant phenology 1753–1958. Clim Res 39:179–190
Shabalova MV, van Engelen AFV (2003) Evaluation of a reconstruction of winter and summer temperatures in the Low Countries, AD 764–1998. Clim Change 58:219–242
Shabbar A, Skinner W (2004) Summer drought patterns in Canada and the relationship to global seas surface temperatures. J Climate 17:2866–2880
Slonosky VC, Jones PD, Davies TD (2001) Atmospheric circulation and surface temperature in Europe from the 18th century to 1995. Int J Climatol 21:63–75
Tarand A (1992) Meteorological observations in Estonia before 1850 (in Estonian). Folia on science history in Estonia VIII. Tallinn, 30–50
Tarand A (2003) Tallinnas mõõdetud õhutemperatuuri aegrida (in Estonian with English summary). Time series of average monthly and annual air observed air temperature in Tallinn. Publications Instituti Geographici Universitatis Tartuensis 93:24–30
Tarand A, Nordli O (2001) The Tallinn temperature series reconstructed back half a millennium by use of proxy data. Clim Change 48:189–199
Tett S, Betts R, Crowley T, Gregory J, Johns T, Jones A, Osborn TJ, Öström E, Roberts D, Woodage M (2007) The impact of natural and anthropogenic forcings on climate and hydrology since 1550. Clim Dyn 28:3–34
Trenberth KE (1990) Recent observed interdecadal climate changes in the Northern Hemisphere. Bull Am Meteorol Soc 71:989–993
Trepińska J red (1997) Fluctuations of climate in Cracow (1792–1995). Institute of Geography of Jagiellonian University, Kraków
Trigo RM, Vaquero JM, Alcoforado MJ, Barriendos M, Taborda J, Garcia-Herrera R, Luterbacher J (2009) Iberia in 1816, the year without summer. Int J Climatol 29:99–115
van den Dool HM, Krijnen HL, Schuurmans CJE (1978) Average winter temperatures at De Bilt (the Netherlands): 1634–1977. Clim Change 1:319–330
van Engelen AFV, Nellestijn JW (1996) Monthly, seasonal and annual means of the air temperature in tenths of centigrade in De Bilt. Publ. KNMI, The Netherlands
van Engelen AFV, Geurts HAM (1983–1992) Historische Weerkundige Waarnemingen, I–V, I: Geschiedenis van weerkundige waarnemingen in het bijzonder in Nederland vóór de oprichting van het KNMI, II Vooruitstrevende ideeën over de meteorologie en klimatologie van Petrus van Musschenbroek—1692–1761 IIa: Inleidende tekst bij de meteorologische waarnemingsreeks Utrecht/Leiden 1729–1758, Petrus van Musschenbroek, III: Een rekenmodel dat het verloop van de temperatuur over een etmaal berekent uit drie termijnmetingen van de temperatuur, IV: Nicolaus Cruquius (1678–1754) and his meteorological obeservations, V: Beschrijving antieke meetreeksen, KNMI publ. 165-I, II, IIa, III, IV, V, (De Bilt. 1983–1992)
van Engelen AFV, Buisman J, IJnsen F (2001) A millennium of weather, winds and water in the Low Countries. In: Jones PD et al (ed) History and climate: memories of the future? Kluwer Academic, New York, pp 101–124
van Loon H, Rogers J (1978) The seesaw in winter temperatures between Greenland and Northern Europe. Part I: general description. Mon Weather Rev 106:296–310
van der Schrier G, Barkmeijer J (2005) Bjerknes’ hypothesis on the coldness during 1790–1820 AD revisited. Clim Dyn 24:355–371
van der Schrier G, Barkmeijer J (2007) North American 1818–1824 drought and 1825–1840 pluvial and their possible relation to the atmospheric circulation. J Geophys Res 112:D13102
van der Schrier G, Drijfhout SS, Hazeleger W, Noulin L (2007) Increasing the Atlantic subtropical jet cools the circum-North Atlantic. Meteorol Z 16:675–684
von Storch H, Zwiers F (1999) Statistical analysis in climate research. Cambridge University Press, Cambridge
Widmann M, Goosse H, van der Schrier G, Schnur R, Barkmeijer J (2009) Using data assimilation to study extratropical Northern Hemisphere climate over the last millennium. Clim Past Discuss 5:2115–2156
Wilks DS (1995) Statistical methods in the atmospheric sciences. An introduction. Academic Press
Xoplaki E, Gonzalez-Rouco JF, Luterbacher J, Wanner H (2003) Mediterranean summer air temperature variability and its connection to the large-scale atmospheric circulation and SSTs. Clim Dyn 20:723–739
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
Zerefos CS, Gerogiannis VT, Balis D, Zerefos SC, Kazantzidis A (2007) Atmospheric effects of volcanic eruptions as seen by famous artists and depicted in their paintings. Atmos Chem Phys 7:4027–4042
Zorita E, González-Rouco JF, von Storch H (2007) Comment to “Testing the fidelity of methods used in proxy-based reconstructions of past climate” by Mann et al. J Climate 20:3693–3698
Zorita E, Moberg A, Leijonhufvud L, Wilson R, Brázdil R, Dobrovolný P, Pfister C, Luterbacher J, Söderberg J, Gonzalez-Rouco JF (2009) European temperature records of the past five centuries based on documentary information compared to climate simulations. Clim Change (revised, this issue)
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Luterbacher, J., Koenig, S.J., Franke, J. et al. 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. Climatic Change 101, 201–234 (2010). https://doi.org/10.1007/s10584-009-9782-0
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DOI: https://doi.org/10.1007/s10584-009-9782-0