Skip to main content
Log in

Trends in temperature extremes in association with weather-intraseasonal fluctuations in eastern China

  • Published:
Advances in Atmospheric Sciences Aims and scope Submit manuscript

Abstract

Trends in the frequencies of four temperature extremes (the occurrence of warm days, cold days, warm nights and cold nights) with respect to a modulated annual cycle (MAC), and those associated exclusively with weather-intraseasonal fluctuations (WIF) in eastern China were investigated based on an updated homogenized daily maximum and minimum temperature dataset for 1960–2008. The Ensemble Empirical Mode Decomposition (EEMD) method was used to isolate the WIF, MAC, and longer-term components from the temperature series. The annual, winter and summer occurrences of warm (cold) nights were found to have increased (decreased) significantly almost everywhere, while those of warm (cold) days have increased (decreased) in northern China (north of 40°N). However, the four temperature extremes associated exclusively with WIF for winter have decreased almost everywhere, while those for summer have decreased in the north but increased in the south. These characteristics agree with changes in the amplitude of WIF. In particular, winter WIF of maximum temperature tended to weaken almost everywhere, especially in eastern coastal areas (by 10%–20%); summer WIF tended to intensify in southern China by 10%–20%. It is notable that in northern China, the occurrence of warm days has increased, even where that associated with WIF has decreased significantly. This suggests that the recent increasing frequency of warm extremes is due to a considerable rise in the mean temperature level, which surpasses the effect of the weakening weather fluctuations in northern China.

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.

Similar content being viewed by others

References

  • Alexander, L. V., and Coauthors, 2006: Global observed changes in daily climate extremes of temperature and precipitation. J. Geophys. Res., 111, D05109, doi: 10.1029/2005JD006290.

    Article  Google Scholar 

  • Christoph, S., and J. Gerd, 2004: Hot news from summer 2003. Nature, 432, 559–560.

    Article  Google Scholar 

  • Ding, T., W. Qian, and Z. Yan, 2009: Changes in hot days and heat waves in China during 1961–2007. International Journal of Climatology, 30, 1452–1462, doi: 10.1002/joc.1989.

    Google Scholar 

  • Folland, C. K., and Coauthors, 1999: Workshop on indices and indicators for climate extremes, Asheville, NC, USA, 3–6 June 1997, Breakout Group C: Temperature indices for climate extremes. Climatic Change, 42, 31–43.

    Article  Google Scholar 

  • Frich, P., L. V. Alexander, P. Della-Marta, B. Gleason, M. Haylock, A. M. G. Klein Tank, and T. Peterson, 2002: Observed coherent changes in climatic extremes during the second half of the twentieth century. Climate Research, 19, 193–212.

    Article  Google Scholar 

  • Gong, Z. Q., X. J. Wang, R. Zhi, and G. L. Feng, 2009: Regional characteristics of temperature changes in China during the past 58 years and its probable correlation with abrupt temperature change. Acta Physica Sinica, 58(6), 4342–4353. (in Chinese)

    Google Scholar 

  • Hu, Y. C., Y. He, and W. J. Dong, 2009: Changes in temperature extremes based on a 6-hourly dataset in China from 1961–2005. Adv. Atmos. Sci., 26(6), 1215–1225, doi: 10.1007/s00376-009-8140-5.

    Article  Google Scholar 

  • Huang, N. E., and S. S. P. Shen, 2005: Hilbert-Huang Transform: Introduction and Applications. World Scientific, Singapore, 311pp.

    Google Scholar 

  • Huang, N. E., and Z. Wu, 2008: A review on Hilbert-Huang transform: Method and its applications to geophysical studies. Rev. Geophys., 46, RG2006, doi: 10.1029/2007RG000228.

    Article  Google Scholar 

  • Huang, N. E., Z. Shen, S. R. Long, M. C. Wu, E. H. Shih, Q. Zheng, C. C. Tung, and H. H. Liu, 1998: The empirical mode decomposition and the Hilbert spectrum for nonlinear and nonstationary time series analysis. Proceedings of the Royal Society A, London, 454, 903–995.

    Article  Google Scholar 

  • IPCC, 2007: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996pp.

    Google Scholar 

  • Jones, P. D., E. B. Horton, C. K. Folland, M. Hulme, D. E. Parker, and T. A. Basnett, 1999: The use of indices to identify changes in climatic extremes. Climatic Changes, 42, 131–149.

    Article  Google Scholar 

  • Ju, J. H., C. Qian, and J. Cao, 2005: The intra-seasonal oscillation of East Asian summer monsoon. Chinese J. Atmos. Sci., 29(2), 187–194. (in Chinese)

    Google Scholar 

  • Karl, T. R., and D. R. Easterling, 1999: Climate extremes: Selected review and future research directions. Climatic Change, 42, 309–325.

    Article  Google Scholar 

  • Klein Tank, A. M. G., and G. P. Können, 2003: Trends in indices of daily temperature and precipitation extremes in Europe, 1946–99. J. Climate, 16 (22), 3665–3680.

    Article  Google Scholar 

  • Klein Tank, A. M. G., and Coauthors, 2006: Changes in daily temperature and precipitation extremes in central and south Asia. J. Geophys. Res., 111, D16105, doi: 10.1029/2005JD006316.

    Article  Google Scholar 

  • Levinson, D. H., and A. M. Waple, 2004: State of climate in 2003. Bull. Amer. Meteor. Soc., 85, 1–72.

    Article  Google Scholar 

  • Li, H. M., T. J. Zhou, and J.-C. Nam, 2009: Comparison of daily extreme temperatures over eastern China and South Korea between 1996–2005. Adv. Atmos. Sci., 26(2), 253–264, doi: 10.1007/s00376-009-0253-3.

    Article  Google Scholar 

  • Li, Z., and Z.-W. Yan, 2009: Homogenized daily mean/maximum/minimum temperature series for China from 1960–2008. Atmospheric and Ocean Science Letters, 2(4), 237–243.

    Google Scholar 

  • Ma, Z. G., C. B. Fu, X. B. Ren, and C. Yang, 2003: Trend of annual extreme temperature and its relationship to regional warming in northern China. Acta Geographica Sinica, 58(Suppl.), 11–20. (in Chinese)

    Google Scholar 

  • Manton, M. J., and Coauthors, 2001: Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961–1998. International Journal of Climatology, 21, 269–284.

    Article  Google Scholar 

  • Peterson, T. C., C. Folland, G. Gruza, W. Hogg, A. Mokssit, and N. Plummer, 2001: Report on the activities of the Working Group on Climate Change detection and related rapporteurs 1998–2001. World Meteorological Organization Rep. WCDMP-47, WMO-TD 1071, Geneva, Switzerland, 143pp.

  • Qian, C., C. Fu, Z. Wu, and Z. Yan, 2009: On the secular change of spring onset at Stockholm. Geophys. Res. Lett., 36, L12706, doi: 10.1029/2009GL038617.

    Article  Google Scholar 

  • Qian, C., Z. Wu, C. B. Fu, and T. J. Zhou, 2010: On multi-timescale variability of temperature in China in modulated annual cycle reference frame. Adv. Atmos. Sci., 27(5), 1169–1182, doi: 10.1007/s00376-009-9121-4.

    Article  Google Scholar 

  • Qian, C., C. B. Fu, Z. Wu, and Z. W. Yan, 2011: The role of changes in the annual cycle in earlier onset of climatic spring in northern China. Adv. Atmos. Sci., doi: 10.1007/s00376-010-9221-1.

  • Qian, W., and X. Lin, 2004: Regional trends in recent temperature indices in China. Climate Research, 27, 119–134.

    Article  Google Scholar 

  • Qian, W. H., and W. W. Zhang, 2007: Changes in cold wave events and warm winter in China during the last 46 years. Chinese J. Atmos. Sci., 31, 1266–1278. (in Chinese)

    Google Scholar 

  • Shi, X. H., X. D. Xu, and L. A. Xie, 2007: Interdecadal spatial-temporal change trend of East Asian Winter Monsoon in the last 40 years. Chinese J. Atmos. Sci., 31(4), 747–756. (in Chinese)

    Google Scholar 

  • Tao, S. Y., and J. Wei, 2008: Severe snow and freezing-rain in January 2008 in the Southern China. Climatic and Environmental Research, 13(4), 337–350. (in Chinese)

    Google Scholar 

  • Wan, S. Q., L. Wang, G. L. Feng, W. P He, C. J. Wang, and G. H. Zhou, 2009: Potential impacts of global warming on extreme warm month events in China. Acta Physica Sinica, 58(7), 5083–5090. (in Chinese)

    Google Scholar 

  • Wang, H. J., 2001: The weakening of the Asian monsoon circulation after the end of 1970s. Adv. Atmos. Sci., 18(3), 376–386.

    Article  Google Scholar 

  • Wang, L., R. Huang, L. Gu, W. Chen, and L. Kang, 2009: Interdecadal variations of the East Asian winter monsoon and their association with quasi-stationary planetary wave activity. J. Climate, 22(18), 4860–4872.

    Article  Google Scholar 

  • Wu, Z., and N. E. Huang, 2009: Ensemble Empirical Mode Decomposition: A noise-assisted data analysis method. Advances in Adaptive Data Analysis, 1(1), 1–41.

    Article  Google Scholar 

  • Wu, Z., N. E. Huang, S. R. Long, and C.-K. Peng, 2007: On the trend, detrending, and variability of nonlinear and nonstationary time series. Proceedings of the National Academy of Sciences, USA, 104(38), 14889–14894.

    Article  Google Scholar 

  • Wu, Z., E. K. Schneider, B. P. Kirtman, E. S. Sarachik, N. E. Huang, and C. J. Tucker, 2008: The modulated annual cycle: an alternative reference frame for climate anomalies. Climate Dyn., 31, 823–841. doi: 10.1007/s00382-008-0437-z.

    Article  Google Scholar 

  • Yan, Z. W., and C. Yang, 2000: Geographical patterns of extreme climate changes in China during 1951–1997. Climatic and Environmental Research, 5(3), 267–372. (in Chinese)

    Google Scholar 

  • Yan, Z., P. D. Jones, A. Moberg, H. Bergstrom, T. D. Davies, and C. Yang, 2001: Recent trends in weather and seasonal cycles: an analysis of daily data from Europe and China. J. Geophys. Res., 106(D6), 5123–5138.

    Article  Google Scholar 

  • Yan, Z., and Coauthors, 2002: Trends of extreme temperatures in Europe and China based on daily observations. Climatic Change, 53, 355–392.

    Article  Google Scholar 

  • Zhai, P., and X. Pan, 2003: Trends in temperature extremes during 1951–1999 in China. Geophys. Res. Lett., 30(17), 1913, doi: 10.1029/2003GL018004.

    Article  Google Scholar 

  • Zhang, X., L. A. Vincent, W. D. Hogg, and A. Niitsoo, 2000: Temperature and precipitation trends in Canada during the 20th century. Atmos. Ocean, 38, 395–429.

    Google Scholar 

  • Zhang, X., and Coauthors, 2005a: Trends in Middle East climate extreme indices from 1950 to 2003. J. Geophys. Res., 110, D22104, doi: 10.1029/2005JD006181.

    Article  Google Scholar 

  • Zhang, X., G. Hegerl, F. W. Zwiers, and J. Kenyon, 2005b: Avoiding inhomogeneity in percentile-based indices of temperature extremes. J. Climate, 18, 1641–1651, doi: 10.1175/JCLI3366.1.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhongwei Yan  (严中伟).

Rights and permissions

Reprints and permissions

About this article

Cite this article

Qian, C., Yan, Z., Wu, Z. et al. Trends in temperature extremes in association with weather-intraseasonal fluctuations in eastern China. Adv. Atmos. Sci. 28, 297–309 (2011). https://doi.org/10.1007/s00376-010-9242-9

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00376-010-9242-9

Key words

Navigation