Abstract
This study reveals the complex nature of the connection between Eurasian snow and the following summer season’s monsoon rainfall by using four different indicators of snow conditions and correlating each of them to summer monsoon rainfall. Using 46 years of historical records of mean winter snow depth, maximum snow depth, and snow starting dates, and 27 years of snow area coverage from remote sensing observations over Eurasia, the authors found diverse correlation patterns between snow conditions and the following warm season’s rainfall over South and Southeast Asia. Some of the results contradict the well-known inverse relationships between snow and the summer monsoon. This study provides an easy comparison of results in that it shows the connections between Eurasian snow and monsoon rainfall by using different Eurasian snow indicators based on the best available historical records without discrimination of regional variations in snow conditions.
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References
Armstrong, R., 2001:Historical Soviet Daily Snow Depth Version 2 (HSDSD). Boulder, CO, USA, National Snow and Ice Data Center. CD-ROM.
Bamzai, A. S., and J. Shukla, 1999: Relation between Eurasian snow cover, snow depth, and the Indian summer monsoon: An observational study.J. Climate,12, 3117–3132.
Barnett, T. P., L. Dumenil, U. Schlese, and E. Roeckner, 1988: The effect of Eurasian snow cover on global climate.Science,239, 504–507.
Barnett, T. P., L. Dumenil, U. Schlese, E. Roeckner, and J. M. Latif, 1989: The effect of Eurasian snow cover on regional and global climate variations.J. Atmos. Sci.,46, 661–685.
Blanford, H. F., 1884: On the connexion of the Himalayan snowfall with dry winds and seasons of drought in India.Proceedings of the Royal Society of London,37, 1–23.
Bojariu, R., and L. Gimeno, 2003: The role of snow cover fluctuations in multiannual NAO persistence.Geophys. Res. Lett.,30(4), 1156, doi: 10.1029/2002GL015651.
Cohen, J., K. Saito, and D. Entekhabi, 2000: The role of the Siberian High in Northern Hemisphere climate variability.Geophys. Res. Lett.,28, 299–302.
Dong, B., and P. J. Valdes, 1998: Modeling the Asian summer monsoon rainfall and Eurasian winter/spring snow mass.Quart. J. Roy. Meteor. Soc.,12, 2567–2596.
Douville, H., and J. F. Royer, 1996: Sensitivity of the Asian summer monsoon to an anomalous Eurasian snow cover within the Metro-France GCM.Climate Dyn.,12, 449–466.
Elliott, W. P., and J. K. Angell, 1987: The relation between Indian monsoon rainfall, the Southern Oscillation, and hemispheric air and sea temperature: 1884–1984.J. Climate Appl. Meteor.,26, 943–948.
Fasullo, J., 2004: A stratified diagnosis of the Indian monsoon-Eurasia snow cover relationship.J. Climate,17, 1110–1122.
Fein, J. S., and P. L. Stephens, Eds., 1987:Monsoons. John Wiley & Sons, New York, 632pp.
Frei, A., and D. A. Robinson, 1999: Northern Hemisphere snow extent: Regional variability 1972–1994.International Journal of Climatology,19, 1535–1560.
Gong, G., D. Entekhabi, and J. Cohen, 2002: A largeensemble model study of the wintertime AO-NAO and the role of interannual snow perturbations.J. Climate,15(23), 3488–3499.
Khandekar, M. L., 1991: Eurasian snow cover, Indian monsoon and El Niño/Southern Oscillation: A synthesis.Atmosphere-Ocean,29, 636–647.
Kripalani, R. H., and A. Kulkarni, 1999: Climatology and variability of historical Soviet snow depth data: Some new perspectives in snow-Indian monsoon teleconnections.Climate Dyn.,15, 475–489.
Kumar, K. K., B. Rajagopalan, and M. A. Cane, 1999: On the weakening relationship between the Indian monsoon and ENSO.Science,284, 2156–2159.
Legates, D. R., and C. J. Willmott, 1990a: Mean seasonal and spatial variability of global surface air temperature.Theor. Appl. Climatol.,41, 11–21.
Legates, D. R., and C. J. Willmott, 1990b: Mean seasonal and spatial variability in gauge-corrected, global precipitation.International Journal of Climatology,10, 111–127.
Livezey, R. E., and W. Y. Chen, 1983: Statistical field significance and its determination by Monte Carlo techniques.Mon. Wea. Rev.,110, 699–706.
Liu, X., and M. Yanai, 2002: Influence of Eurasian spring snow cover on Asian summer rainfall.International Journal of Climatology,22, 1175–1089.
Matson, M., C. F. Ropelewski, and M. S. Varnadore, 1986: An Atlas of Satellite-Derived Northern Hemispheric Snow Cover Frequency. NOAA, Washington, DC, 75pp.
Parthasarathy, B., and S. Yang, 1995: Relationships between regional Indian summer monsoon rainfall and Eurasian snow cover.Adv. Atmos. Sci.,12, 143–150.
Rasmusson, E., and T. H. Carpenter, 1983: The relationship between eastern equatorial Pacific sea surface temperatures and rainfall over India and Sri Lanka.Mon. Wea. Rev.,111, 517–528.
Robinson, D. A., and K. F. Dewey, 1990: Recent secular variations in the extent of Northern Hemisphere snow cover.Geophys. Res. Lett.,17, 1557–1560.
Robinson, D. A., 1993: Hemispheric snow cover from satellites.Annals of Glaciology,17, 367–371.
Robinson, D. A., K. F. Dewey, and R. R. Heim, 1993: Global snow cover monitoring: An update.Bull. Amer. Meteor. Soc.,74(9), 1689–1696.
Robock, A., M. Mu, K. Vinnikov, and D. Robinson, 2003: Land surface conditions over Eurasia and Indian summer monsoon rainfall.J. Geophys. Res.,108(D4), 4131, doi: 10.1029/2002JD002286.
Saito, K., and J. Cohen, 2003: The potential role of snow cover in forcing interannual variability of the major Northern Hemisphere mode.Geophys. Res. Lett.,30(6), 1302, doi: 10.1029/2002GL016341.
Saito, K., J. Cohen, and D. Entekhabi, 2001: Evolution of atmospheric response to early season Eurasian snow cover anomalies.Mon. Wea. Rev.,129, 2746–2760.
Saunders, M. A., B. Qian, and B. Lloyd-Hughes, 2003: Summer snow covered area heralding of the winter North Atlantic Oscillation.Geophys. Res. Lett.,30(7), 1378, doi: 10.1029/2002GL016832.
Shinoda, M., 2001: Climate memory of snow mass as soil moisture over central Eurasia.J. Geophys. Res.,106(D24), 33,393-33,403.
von Storch, H., and F. W. Zwiers, 1999:Statistical Analysis in Climate Research. Cambridge University Press, 528pp.
Wallace, J. M., C. Smith, and C. S. Bretherton, 1992: Singular value decomposition of wintertime sea surface temperature and 500-mb height anomalies.J. Climate,5, 561–576.
Willmott, C. J., and K. Matsuure, 2001: Terrestrial air temperature and precipitation: Monthly and annual time series (1950–1999), version 1.02. [Available online at http://climate.geog.udel.edu/∼climate/html_ page/ README.ghcnts.html.]
Willmott, C. J., C. M. Rowe, and D. W. Philpot, 1985: Small-scale climate maps: A sensitivity analysis of some common assumptions associated with grid-point interpolation and contouring.American Cartographer,12, 5–16.
Wu, T., and Z. Qian, 2003: The relation between Tibetan winter snow and the Asian summer monsoon and rainfall: An observational investigation.J. Climate,16(12), 2038–2051.
Yang, S., 1996: ENSO-snow-monsoon associations and seasonal-interannual predictions.International Journal of Climatology,16, 125–134.
Yang, S., and K. M. Lau, 1998: Influences of sea surface temperature and ground wetness on Asian summer monsoon.J. Climate,11, 3230–3246.
Yasunari, T., and Y. Seki, 1992: Role of Asian monsoon on the interannual variability of the global climate system.J. Meteor. Soc. Japan,70, 177–189.
Ye, H., 2001: Quasi-biennial and quasi-decadal variations in snow accumulation over northern Eurasia and their connections to the Atlantic and Pacific Oceans.J. Climate,14(24), 4573–4584.
Ye, H., and Z. Bao, 2001: Lagged teleconnections between snow depth in northern Eurasia, rainfall in Southeast Asia and sea-surface temperatures over the tropical Pacific Ocean.International Journal of Climatology,21, 1607–1621.
Ye, H., and M. Ellison, 2003: Changes in transitional snow-fall season length in northern Eurasia.Geophys. Res. Lett.,30(5), 561–563.
Ye, H., D. Yang, T. Zhang, X. Zhang, S. Ladochy, and M. Ellison, 2004: The impact of climatic conditions on seasonal river discharges in Siberia.Journal of Hydrometeorology,5, 286–295.
Ye, H., Z. Bao, and X. Feng, 2005: Connections of Siberian snow onset dates to the following summer monsoon conditions over Southeast Asia.International Journal of Climatology,25(12), 1567–1584.
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Ye, H., Bao, Z. Eurasian snow conditions and summer monsoon rainfall over South and Southeast Asia: Assessment and comparison. Adv. Atmos. Sci. 22, 877–888 (2005). https://doi.org/10.1007/BF02918687
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DOI: https://doi.org/10.1007/BF02918687