Skip to main content
Log in

Reconstruction of annual winter rainfall since A.D.1579 in central-eastern Spain based on calcite laminated sediment from Lake La Cruz

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

We present the first winter (December to March) rainfall reconstruction based in a novel proxy, the thickness of annual calcite laminations preserved in Lake La Cruz (central–eastern Spain). A previous calibration analysis between laminae thickness and the instrumental data series (1950 to present) indicated a highly significant correlation with winter rainfall. Therefore this study attempts the winter rainfall reconstruction since the onset of laminations (1579 a.d.) by means of the calibration function previously developed. The verification analysis between inferred annual values and earlier instrumental data (1859–1949) confirms the suitability of this novel proxy and the reliability of the series reconstructed. The reconstructed series show the fluctuating character of winter rainfall in the western Mediterranean area; interdecadal dry periods alternated with wetter periods following, in a board sense, the pattern recorded by documentary sources in other regions of the Iberian Peninsula. At present times regional winter rainfall anomalies are highly correlated with the phase of the North Atlantic Oscillation (NAO). However the time series analysis showed the dominance of nonstationary components at high frequencies of the climate signal over the last four centuries suggesting that the connection between winter rainfall and the NAO has not been stable over time and also other modes of variability, not only NAO, may have conditioned winter rainfall variability.

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.

Institutional subscriptions

Similar content being viewed by others

References

  • Baillie MGL, Pilcher JR (1973) A simple cross-dating program for tree-ring timescale. Tree-ring Bull 38:35–43

    Google Scholar 

  • Barriendos M, Llasat MC (2003) The case of the “Maldá” Anomaly in the western Mediterranean Basin (AD 1760-1800): An example of a strong climatic variability. Clim Change 61:191–216

    Article  Google Scholar 

  • Brauer A (2004) Annually laminated lake sediment and their paleoclimatic relevance. In: Fisher H, Kumke T, Lohmann G, Flöser G, Miller H, von Storch H, Negendak JFW (eds) The climate in historical times. Towards a synthesis of Holocene proxy data and climate models. Springer, Berlin, pp 109–128

    Google Scholar 

  • Brauer A, Mangili C, Moscariello A, Witt A (2008) Palaeoclimatic implications from micro-facies data of a 5900 varve time series from the Piànico interglacial sediment record, southern Alps. Palaeogeogr Palaeoclimatol Palaeoecol 259:121–135

    Article  Google Scholar 

  • Briffa KR, Osborn TJ, Schweingruber FH, Jones PD, Shiyatov SG, Vaganov EA (2002) Tree-ring width and density data around the Northern Hemisphere: part 2, spatio-temporal variability and associated climate patterns. Holocene 12:759–789

    Article  Google Scholar 

  • Camacho A, Picazo A, Miracle MR, Vicente E (2003) Spatial distribution and temporal dynamics of picocyanobacteria in a meromictic karstic lake. Arch Hydrobiol (Suppl Algol Stud) 109:171–184

    Google Scholar 

  • Camuffo D, Secco C, Brimblecombe P, Martin-Vide J (2000) Sea storms in the Adriatic sea and the Western Mediterranean during the last millenium. Clim Change 46:209–223

    Article  Google Scholar 

  • Casty C, Handorf D, Raible CC, Gonzalez-Rouco JF, Weisheimer A, Xopaki E, Luterbacher J, Dethlo K, Wanner H (2005) Recurrent climate winter regimes in reconstructed and modelled 500 hPa geopotential height fields over the North Atlantic/European sector 1659–1990. Clim Dyn 24:809–822

    Article  Google Scholar 

  • Cook ER, Briffa KR, Jones PD (1994) Spatial regression methods in dendroclimatology- a review and comparison of two techniques. Int J Climatol 14:379–402

    Article  Google Scholar 

  • Cook ER, D’Arrigo RD, Mann ME (2002) A well-verified, multiproxy reconstruction of the Winter North Atlantic Oscillation Index since A.D. 1400. J Climate 15:1754–1764

    Article  Google Scholar 

  • Creus-Novau J, Fernandez A, Manrique E (1997) Dendrocronología y clima del último milenio en España. Aspectos metodológicos y avance de resultados. In: Ibanez JJ, Valero-Garces B, Machado C (eds) El paisaje Mediterráneo a través del espacio y tiempo. Implicaciones en la desertificación. Geoforma, Logroño, pp 311–330

  • Daubechies I (1990) The wavelet transform, time–frequency localization and signal analysis. IEEE Trans Inf Theory 35:961–1005

    Article  Google Scholar 

  • Dean W, Anderson R, Bradbury JP, Anderson D (2002) A 1500-year record of climate and environmental change in Elk Lake, Minnesota I: Varve thickness and gray-scale density. J Paleolimnol 27:287–299

    Article  Google Scholar 

  • Domínguez-Castro F, Santisteban JI, Barriendos M, Mediavilla R (2008) Reconstruction of drought episodes for central Spain from rogation ceremonies recorded at the Toledo Cathedral from 1506 to 1900: A methodological approach. Glob Planet Change 63:230–242

    Article  Google Scholar 

  • Esteban-Parra MJ, Rodrigo FS, Castro-Diez Y (1998) Spatial and temporal patterns of precipitation in Spain for the period 1880-1992. Int J Climatol 18:1557–1574

    Article  Google Scholar 

  • Fernandez-Cancio A, Manrique-Menendez E, Genova-Fuster M, Creus-Novau J (1993) Estudio fitoclimatico de la Serrania de Cuenca en los ultimos 300 años. Congreso Forestal Español. Lourizan, Ponencias y comunicaciones Tomo I, pp 93–98

  • Gabor D (1946) Theory of communication. J Inst Electr Eng 93(3):429–457

    Google Scholar 

  • Garcia-Herrera R, Macias A, Gallego D, Hernandez E, Prieto MR, Gimeno L, Diaz H (2003) Reconstruction of the precipitation in the Canary Islands for the period 1595–1836. Bull Am Meteorol Soc 84:1037–1039

    Article  Google Scholar 

  • Glueck MF, Stockton CW (2001) Reconstruction of the North Atlantic oscillation, 1429–1983. Int J Climatol 21:1453–1465

    Article  Google Scholar 

  • Groisman PY, Karl TR, Easterling DR, Knight RW, Jamason PF, Hennessy KJ, Suppiah R, Page CM, Wibig J, Fortuniak K, Razuvaev VN, Douglas A, Forland E, Zhai PM (1999) Changes in the probability of heavy precipitation: important indicators of climate change. Clim Change 42:243–283

    Article  Google Scholar 

  • Hurrell JW (1995) Decadal trends in North Atlantic Oscillation and relationship to regional temperature and precipitation. Science 269:676–679

    Article  Google Scholar 

  • Itkonen A, Salonen VP (1994) The response of sedimentation in three varved lacustrine sequences to air temperature, precipitation and human impact. J Paleolimnol 11:323–332

    Article  Google Scholar 

  • Julià R, Burjachs F, Dasí MJ, Mezquita F, Miracle MR, Roca JR, Seret G, Vicente E (1998) Meromixis origin and recent trophic evolution in the Spanish mountain lake La Cruz. Aquat Sci 60:279–299

    Article  Google Scholar 

  • Kelts K, Hsü KJ (1978) Freshwater carbonate sedimentation. In: Lerman A (ed) Lakes. Geology, Chemistry, Physics. Springer Verlag, New York, pp 295–323

    Google Scholar 

  • Lamoureux SF (2001) Varve chronology techniques. In: Last WM, Smol JP (eds) Paleoenvironmental Research (DPER) Vol 2, Tracking environmental change using lake sediment: physical and geochemical techniques. Kluwer, Dordrecht, pp 247–260

    Google Scholar 

  • Lamoureux SF, Gilbert R (2004) A 750-yr record of autumn snowfall and winter storminess recorded in varved sediments of Bear Lake, Devon Island, Arctic Canada. Quat Res 61:134–147

    Article  Google Scholar 

  • Leemann A, Niessen F (1994) Varve formation and climatic record in an Alpine proglacial lake: calibrating annually laminated sediments against hydrological and meteorological data. Holocene 4:1–8

    Article  Google Scholar 

  • Livingston DM, Hajdas I (2001) Climatically relevant periodicities in the thickness of biogenic carbonate varves in Soppensee, Switzerland (9740-6870 calendar yr BP). J Paleolimnol 25:17–24

    Article  Google Scholar 

  • Luterbacher J, Xoplaki E, Dietrich D, Jones PD, Davies TD, Portis D, Gonzalez-Rouco JF, von Storch H, Gyalistras D, Casty C, Wanner H (2002) Extending North Atlantic oscillation reconstructions back to 1500. Atmos Sci Lett 2:114–124

    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  Google Scholar 

  • Maddy D, Brew JS (1995) Stadistical modelling of Quaternary science data. Technical guide 5. Quaternary Research Association, Cambridge, p 271

  • Manrique E, Fernandez-Cancio A (2000) Extreme climatic events in dendroclimatic reconstructions from Spain. Clim Change 44:123–138

    Google Scholar 

  • Martin-Vide J, Barriendos M (1995) The use of the rogations ceremony records in climatic reconstruction: a case study from Catalonia (Spain). Clim Change 30:201–221

    Article  Google Scholar 

  • Miracle MR, Camacho A, Julià R, Vicente E (2000) Sinking processes and their effect on the sedimentary record in the meromictic Lake La Cruz (Spain). Verh Internat Verein Limnol 27:1209–1213

    Google Scholar 

  • Muñoz A, Ojeda J, Sanchez-Valverde B (2002) Sunspot-like and ENSO/NAO-like periodicities in lacustrine laminated sediments of the Pliocene Villarroya Basin (La Rioja, Spain). J Paleolimnol 27:453–463

    Article  Google Scholar 

  • Olcina J (2001) Tipologia de las sequias en España (Drought types in Spain, in Spanish). Eria 56:201–227

    Google Scholar 

  • Pauling A, Luterbacher J, Casty C, Wanner H (2005) Five hundred years of gridded high resolution precipitation reconstructions over Europe and the connection to large-scale circulation. Clim Dyn 26:387–405

    Article  Google Scholar 

  • Rodo X, Baert E, Comin FA (1997) Variations in seasonal rainfall in Southern Europe during the present century: relationships with the North Atlantic Oscillation and the El Niño-Southern Oscillation. Clim Dyn 13:275–284

    Article  Google Scholar 

  • Rodrigo FS, Barriendos M (2008) Reconstruction of seasonal and annual rainfall variability in the Iberian peninsula (16th–20th centuries) from documentary data. Glob Planet Change 63:243–257

    Article  Google Scholar 

  • Rodrigo MA, Vicente E, Miracle MR (1993) Short-term calcite precipitation in the karstic meromictic lake La Cruz (Cuenca, Spain). Verh Internat Verein Limnol 25:711–720

    Google Scholar 

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

    Article  Google Scholar 

  • Rodrigo FS, Esteban-Parra MJ, Pozo-Vázquez F, Castro-Díez Y (2000) On the variability of rainfall in southern Spain in decadal to centennial time scales. Int J Climatol 20:721–732

    Article  Google Scholar 

  • Rodriguez-Puebla C, Encinas AH, Nieto S, Garmendia J (1998) Spatial and temporal patterns of annual precipitation variability over the Iberian Peninsula. Int J Climatol 18:299–316

    Article  Google Scholar 

  • Romero L, Camacho A, Vicente E, Miracle MR (2006) Sedimentation patterns of photosynthetic bacteria based on pigments markers in meromictic Lake La Cruz (Spain). Paleolimnological implications. J Paleolimnol 35:167–177

    Google Scholar 

  • Romero-Viana L, Julià R, Camacho A, Vicente E, Miracle MR (2008) Climate signal in varve thickness; Lake La Cruz (Spain) case study. J Paleolimnol 40:703–714

    Article  Google Scholar 

  • Romero-Viana L, Keely BJ, Camacho A, Vicente E, Miracle MR (2010) Reconstruction of Lake La Cruz (Spain) productivity over the last centuries based on sedimentary signal of photosynthetic pigments. J Paleolimnol 43:771–786

    Article  Google Scholar 

  • Santos MJ,Verissimo R, Fernandes S, Orlando M, Rodrigues R (2000) Overview of meteorological drought analysis on Western Europe. ARIDE Technical Report 10, Water Institute, Lisbon, Portugal, 126 pp

  • Schimmel M, Gallart J (2007) Frequency-dependent phase coherence for noise suppression in seismic array data. J Geophys Res 112:B04303. doi:10.1029/2006JB004680

    Article  Google Scholar 

  • Schumtz C, Luterbacher L, Gyalistras D, Xoplaki E, Wanner H (2000) Can we trust proxy-based NAO index reconstructions? Geophys Res Lett 27:1135–1138

    Article  Google Scholar 

  • Stockwell RG, Mansinha L, Lowe RP (1996) Localization of the complex spectrum: the S Transform. IEEE Trans Signal Process 44:998–1001

    Article  Google Scholar 

  • Timm O, Ruprecht E, Kleppek S (2004) Scale-dependent reconstruction of the NAO Index. J Climate 17:2157–2169

    Article  Google Scholar 

  • Touchan R, Xoplaki E, Funkhouser G, Luterbacher J, Hughes MK, Erkan N, Akkemik Ü, Stephan J (2005) Reconstruction of the spring/summer precipitation for the Eastern Mediterranean from tree-rings widths and its connection to largescale atmospheric circulation. Clim Dyn 25:75–98

    Article  Google Scholar 

  • Ventosa S, Simon C, Schimmel M, Dañobeitia JJ, Manuel A (2008) S-transform from a wavelets point of view. IEEE Trans Signal Process 56:2771–2780

    Article  Google Scholar 

  • Vicente-Serrano SM (2006) Spatial and temporal analysis of droughts in the Iberian Peninsula (1910–1920). Hydrol Sci J 51:83–97

    Article  Google Scholar 

  • Vicente-Serrano SM, Cuadrat JM (2007) North Atlantic oscillation control of droughts in north-east Spain: evaluation since 1600 A.D. Clim Change 85:357–379

    Article  Google Scholar 

  • Wright HE (1980) Cores of soft lake sediments. Boreas 9:107–114

    Article  Google Scholar 

  • Xoplaki E, Maheras P, Luterbacher J (2001) Variability of climate in meridional Balkans during the periods 1675–1715 and 1780–1830 and its impact on human life. Clim Change 48:581–615

    Article  Google Scholar 

  • Xoplaki E, Gonzalez-Rouco JF, Lüterbacher J, Wanner H (2004) Wet season Mediterranean precipitation variability: influence of large-scale dynamics and trends. Clim Dyn 23:63–78

    Article  Google Scholar 

  • Zolitschka B (1996) Processes of recent sedimentation in a High Arctic lake, northern Ellesmere Island, Canada. J Paleolimnol 16:169–186

    Article  Google Scholar 

  • Zorita E, Kharin V, von Storch H (1992) The atmospheric circulation and sea surface temperature in the North Atlantic area in winter: their interaction and relevance for Iberian precipitation. J Climate 5:1097–1108

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lidia Romero-Viana.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Romero-Viana, L., Julià, R., Schimmel, M. et al. Reconstruction of annual winter rainfall since A.D.1579 in central-eastern Spain based on calcite laminated sediment from Lake La Cruz. Climatic Change 107, 343–361 (2011). https://doi.org/10.1007/s10584-010-9966-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-010-9966-7

Keywords

Navigation