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Assessment of the uncertainties in temperature change in China during the last century

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  • Special Topic Climate Changes in the Past Century
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Chinese Science Bulletin

Abstract

We have used the China Homogenized Historic Temperature dataset and some long-term station series of the neighbor countries from CRUTEM3, a 5°×5° gridded dataset of monthly mean temperature since 1900, to provide a 107-year record of surface temperature trends and variability. We derived a comprehensive set of uncertainty estimates to accompany the data: measurement and sampling errors, uncertainties in temperature bias estimates, and uncertainties arising from limited observational coverage on large-scale averages have all been estimated. We reanalysed the temperature changes during the period of record. The best estimates of trends for 1900–2006 with uncertainties at 95% confidence range are about 0.09±0.017°C/decade for the year as a whole, and 0.14±0.021°C/decade, 0.11±0.021°C/decade, 0.04±0.017°C/decade, and 0.07±0.017°C/decade for winter, spring, summer and autumn respectively. For 1954–2006, the trends for annual, winter, spring, summer and autumn are: 0.26±0.032°C/decade, 0.35±0.046°C/decade, 0.25±0.051°C/decade, 0.16±0.037°C/decade and 0.22±0.055°C/decade. Winter saw the most significant warming trend in both 1900–2006 and 1954–2006, while during the most recent period (the satellite era, 1979–2006), all the seasons show similar warming trends: 0.45±0.13°C/decade, 0.51±0.11°C/decade, 0.52±0.16°C/decade, 0.37±0.10°C/decade and 0.50±0.16°C/decade for annual, winter, spring, summer and autumn. Trends arising from urbanization have been evaluated as less than 5% of the total warming trend for 1951–2001, so this bias was not removed.

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References

  1. Brohan P, Kennedy J J, Harris I, et al. Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850. J Geophys Res, 2006, 111: D12106, doi:10.1029/2005JD0 06548

    Article  Google Scholar 

  2. Wang S W, Wen X Y, Luo Y, et al. Constructing Chinese temperature series of the past 1000 years. Chinese Sci Bull, 2007, 52: 958–964

    Google Scholar 

  3. Zhao Z C, Wang S W, Xu Y, et al. Attribution of the 20th century climate warming in China. Clim Environ Res, 2005, 10: 808–817

    Google Scholar 

  4. Houghton J T, Ding Y, Griggs D J, et al. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change. In: Climate Change 2001: The Scientific Basis. University of Cambridge, 2001

  5. Jones P D, Osborn T J, Briffa K R, et al. Adjusting for sampling density in grid-box land and ocean surface temperature time series. J Geophys Res, 2001, 106: 3371–3380

    Article  Google Scholar 

  6. Wang S W. Trends and periodic of Chinese temperature changes during recent 100 years. Meteorology, 1990, 16: 11–15

    Google Scholar 

  7. Wang S W, Ye J L, Gong D Y, Construction of mean annual temperature series for the last one hundred years in China. J Appl Meteorol Sci, 1998, 9: 392–401

    Google Scholar 

  8. Tang G L, Ren G Y. Reanalysis of surface air temperature change of the last 100 years over China. Clim Environ Res, 2005, 10: 791–798

    Google Scholar 

  9. Lin X C, Yu S Q. Climate change trends in our country during recent 40 years. Meteorology, 1990, 16: 16–21

    Google Scholar 

  10. Lin X C, Yu S Q, Tang G L. Chinese temperature series during tecent 100 years. Chin J Atmos Sci, 1995, 15: 525–534

    Google Scholar 

  11. Jones P D, Briffa K R. What can the instrumental record tell us about longer timescale paleoclimatic reconstructions? Climatic Variations and Forcing Mechanisms of the Last 2000 Years. Berlin: Springer, 1996. 625–644

    Google Scholar 

  12. Li Q, Liu X, Zhang H, et al. Detecting and adjusting temporal inhomogeneity in Chinese mean surface air temperature data. Adv Atmos Sci, 2004, 21: 260–268

    Article  Google Scholar 

  13. Li Q, Zhang H, Chen J, et al. A mainland China homogenized historical temperature dataset of 1951–2004. Bull Amer Meteorol Soc, 2009, 90: 1062–1065, doi: 10.1175/2009BAMS2736.1

    Article  Google Scholar 

  14. Jones P D, Lister D H, Li Q. Urbanization effects in large-scale temperature records, with an emphasis on China. J Geophys Res, 2008, 113: D16122, doi:10.1029/2008/JD009916

    Article  Google Scholar 

  15. Peterson T C, Karl T R, Jamason P F, et al. First difference method: Maximum station density for the calculation of long-term global temperature change. J Geophys Res, 1998, 103: 25967–25974

    Article  Google Scholar 

  16. Li Q X, Li W. Construction of the gridded historic temperature dataset over China during the recent half century. Acta Meteorol Sin, 2007, 65: 293–300

    Google Scholar 

  17. Liu X N, Li Q X. The research of the inhomogeneity test on China climate data series. Acta Meteorol Sin, 2003, 17: 492–502

    Google Scholar 

  18. Li Q X, Liu X N, Zhang H Z, et al. Homogeneity study of in situ observational climate series. Meteorol Sci Tech, 2003, 31: 3–11

    Google Scholar 

  19. Peterson T C, Easterling D R. Creation of homogeneous composite climatological references series. Int J Climat, 1994, 14: 671–679

    Article  Google Scholar 

  20. Easterling D R, Peterson T C. A new method for detecting and adjusting for undocumented discontinuities in climatological time series. Int J Climat, 1995, 15: 369–377

    Article  Google Scholar 

  21. Wang X L. Penalized maximal F-test for detecting undocumented mean shift without trend-change. J Atmos Oceanic Tech, 2008, 25: 368–384

    Article  Google Scholar 

  22. Hutchinson M F. The application of thin plate smoothing splines to continent-wide data assimilation. In: Jasper J D, ed. BMRC Research Report No.27, Data Assimilation Systems. Melbourne: Bureau of Meteorology, 1991. 104–113

    Google Scholar 

  23. Hutchinson M F. On thin plate splines and kriging. In: Tarter M E, Lock M D, eds. Computing and Science in Statistics 25. University of California, Berkeley: Interface Foundation of North America, 1993. 55–62

    Google Scholar 

  24. Folland C K, Rayner N A, Brown S J, et al. Global temperature change and its uncertainties since 1861. Geophys Res Lett, 2001, 28: 2621–2624

    Article  Google Scholar 

  25. Kagan R L. An Evaluation of the representativeness of precipitation data (in Russian). Gidrometeoizdat, 1966, 191

  26. Yevjevich V. Probability and statistics in hydrology. Water Resour Publ, 1972, 302

  27. Wigley T M L, Briffa K R, Jones P D. On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. J Clim Appl Meteorol, 1984, 23: 201–213

    Article  Google Scholar 

  28. Briffa K R, Jones P D. Basic Chronology Statistics and Assessment. Methods of Dendrochronolgy. Dordrecht: Kluwer Academic Publishers, 1990. 137–152

    Google Scholar 

  29. Briffa K R, Jones P D. Global surface air temperature variations over the twentieth century, part 2: Implications for large-scale paleoclimatic studies of the Holocene. Holocene, 1993, 3: 77–88

    Article  Google Scholar 

  30. Li Q, Zhang H, Liu X, et al. Urban heat island effect on annual mean temperature during the last 50 years in China. Theor Appl Climatol, 2004, 79: 165–174

    Article  Google Scholar 

  31. Zhou L M, Dickinson R E, Tian Y H, et al. Evidence for a significant urbanization effect on climate in China. Proc Nat Acad Sci USA, 2004, 101: 9540–9544

    Article  Google Scholar 

  32. Li Q, Li W, Si P, et al. Assessment of surface air warming in northeast China, with emphasis on the impacts of urbanization. Theor Appl Climatol, 2010, 99, doi:10.1007/s00704-009-0155-4

  33. Yan Z, Li Z, Li Q, et al. Effects of site-change and urbanisation in the Beijing temperature series 1977–2006. Int J Climat, 2009, doi: 10.1002/joc.1971

  34. Ren G Y, Chu Z Y, Zhou Y Q, et al. Recent progresses in studies of regional temperature changes in China. Clim Environ Res, 2005, 10: 701–716

    Google Scholar 

  35. Jones P D, Osborn T J, Briffa K R. Estimating sampling errors in large-scale temperature averages. J Clim, 1997, 10: 2548–2568

    Article  Google Scholar 

  36. Wesley E. A method to estimate the statistical significance of a correlation when the data are serially correlated. J Clim, 1997, 10, 2147–2151

    Article  Google Scholar 

  37. Trenberth K E, Jones P D, Ambenje P, et al. Observations: Surface and atmospheric climate change. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. In: Climate Change 2007: The Physical Science Basis University of Cambridge, 2007

  38. Zhai P, Chao Q, Zou X. Progress in China’s climate change study in the 20th century. J Geogr Sci, 2004, 21: 3–11

    Google Scholar 

  39. Qin D H. Evaluation of Environment Change in West China. Beijing: Science Press, 2002

    Google Scholar 

  40. Chen L X, Zhou X J, Li W L, et al. Characteristics of the climate change and its formation mechanism in China in last 80 years. Acta Meteorol Sin, 2004, 62: 634–646

    Google Scholar 

  41. Zhang X G, Li X Q. Some characters on Chinese temperature change during this century. Acta Meteorol Sin, 1982, 40: 198–208

    Google Scholar 

  42. Tu Q P. Trends and periodic of Chinese temperature changes during recent 100 years. J Nanjing Inst Meteorol, 1984, 7: 15–30

    Google Scholar 

  43. Ding Y H, Dai X S. Temperature change during recent 100 years. Meteorol, 1994, 20: 19–26

    Google Scholar 

  44. Wen X Y, Wang S W, Zhu J H, et al. An overview of China climate change over the 20th century using UK UEA/CRU high resolution grid data. Chinese J Atmos Sci, 2006, 30: 894–904

    Google Scholar 

  45. Wang S W. Advances in Researches on Modern Climatology. Beijing: Science Press, 2001. 458

    Google Scholar 

  46. Li Q X. The temperature change trends and abrupt change in China during recent 100 years. Dissertation for the Doctoral Degree. Beijing: Institute of Atmospheric Sciences, CAS, 2008

    Google Scholar 

Download references

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Correspondence to QingXiang Li.

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Li, Q., Dong, W., Li, W. et al. Assessment of the uncertainties in temperature change in China during the last century. Chin. Sci. Bull. 55, 1974–1982 (2010). https://doi.org/10.1007/s11434-010-3209-1

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  • DOI: https://doi.org/10.1007/s11434-010-3209-1

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