Development of Homogenized Monthly Precipitation Dataset in China during 1900-2009

Expand
  • 1. National Meteorological Information Center, Beijing 100081, China;
    2. Hunan Provincial Climate Center, Changsha 410125, China

Received date: 2011-08-19

  Revised date: 2012-11-14

  Online published: 2012-03-20

Supported by

National Basic Research Program of China (973 Program), No.2010CB951600; National Technology R&D Program, No.2007BAC29B01-01; Special Fund of China Meteorological Administration

Abstract

Based on the collection and processing of the China's national-wide monthly station observational precipitation data during 1900-2009, the data series for each station has been tested for their homogeneity with Standard Normalized Homogeneity Test (SNHT) method and the inhomogeneous part of the series are adjusted. Then the 1971-2000 climatology normals and precipitation anomalies during 1900-2009 have been transformed into the grid boxes at resolutions of 5白5? and 2白2?, respectively, and two gridded form datasets are constructed by combining the normals and anomalies. After that, the missing values for the 5白5? grid dataset are interpolated by Empirical Orthogonal Function (EOF) techniques. With the datasets at different resolutions, the precipitation change series during 1900-2009 over Chinese Mainland were built, and the annual and seasonal precipitation changing trends for recent 110 years were analyzed. The result indicated that the annual precipitation showed a slightly dryer trend during the 110 years, but with no statistical confidence. To be pointed out, the interpolation of the missing values makes the precipitation amounts in the early 1900s decrease, so the trend for the 110 years increased.

Cite this article

LI Qingxiang, PENG Jiadong, SHEN Yan . Development of Homogenized Monthly Precipitation Dataset in China during 1900-2009[J]. Acta Geographica Sinica, 2012 , 67(3) : 301 -311 . DOI: 10.11821/xb201203002

References

[1] Jaeger L. Monthly and areal patterns of mean global precipitation//Street-Perot A, Coeditors D. Variation in the Global Water Budget. Reidel Publishing, 1983: 129-140.
[2] Shea D J. Climatological Atlas: 1950-1979. NCAR Tech. Note NCAR TN-2691STR, 1986: 35. [Available from National Center for Atmospheric Research, Boulder, CO 80307.]
[3] Legates D R, Willmott C J. Mean seasonal and spatial variability in gauge-corrected, global precipitation. International Journal of Climatology, 1990, 10: 111-127.
[4] Dai Aiguo. Surface observed global land precipitation variations during 1900-88. Journal of Climate, 1997, 10: 2943-2962.
[5] Bradley R S, Diaz H F, Eischeid J K et al. Precipitation fluctuation over Northern Hemisphere land areas since the mid-19th century. Science, 1987, 237: 171-175.
[6] Diaz H F, Bradley R S, Eischeid J K. Precipitation fluctuations over global land areas since the late 1800's. Journal of Geophysical Research, 1989, 94: 1195-1210.
[7] Vinnikov K Y, Groisman P Y, Lugina K M. Empirical data on contemporary global climate changes (temperature and precipitation). Journal of Climate, 1990, 3: 662-677.
[8] Tu Qipu. Variation of precipitation over China in the past 100 years. Journal of Nanjing Institute of Meteorology, 1987, 10(2): 177-187. [屠其璞. 近百年来我国降水量的变化. 南京气象学院学报, 1987, 10(2): 177-187.]
[9] Wang Shaowu, Cai Jingning, Zhu Jinhong et al. The inter-decadal variations of annual precipitation in China during 1880's~-1990's. Acta Meteorologica Sinica, 2002, 60(5): 637-639. [王绍武, 蔡静宁, 朱锦红等. 19 世纪80 年代到20 世纪90 年代中国年降水量的年代际变化. 气象学报, 2002, 60(5): 637-639.]
[10] Li Qingxiang, Tu Qipu. The regional characters of annual precipitation in Northern Hemisphere land-surface and China and their correlation. Journal of Nanjing Institute of Meteorology, 2002, 25(1): 92-99. [李庆祥, 屠其璞. 百年北半球陆面及中国年降水的区域特征与相关分析. 南京气象学院学报, 2002, 25(1): 92-99.]
[11] Shi Neng, Chen Luwen. Long-term annual precipitation changes in 1948-2000 over global land areas. Chinese Science Bulletin, 2002, 47(21): 1671-1674. [施能, 陈绿文. 全球陆地年降水场的长期变化(1948-2000 年). 科学通报, 2002, 47 (21): 1671-1674.]
[12] Chen Longxun, Zhou Xiuji, Li Weiliang et al. Characters of the climate change and its formation mechanism in China in last 80 years. Acta Meteorologica Sinica, 2004, 62(5): 634-646. [陈隆勋, 周秀骥, 李维亮等. 中国近80 年来气候变化特征及其形成机制. 气象学报, 2004, 62(5): 634-646.]
[13] Zhai Panmao, Chao Qingchen, Zou Xukai. Progress in China's climate change study in the 20th century. Journal of Geographical Sciences, 2004, 14(suppl.): 3-11.
[14] Zhai P M, Zhang X B, Wan H et al. Trends in total precipitation and frequency of daily precipitation extremes over China. Journal of Climate, 2005, 18: 1096-1108.
[15] Wen Xinyu, Wang Shaowu, Zhu Jinhong et al. An overview of China climate change over the 20th century using UK UEA/CRU high resolution grid data. Journal of Atmospheric Sciences, 2006, 30(5): 894-904. [闻新宇, 王绍武, 朱锦红等. 英国CRU高分辨率资料揭示的20 世纪中国气候变化. 大气科学, 2006, 30(5): 894-904.]
[16] Li Qingxiang, Huang Jiayou. Study on threshold values with an extreme events of precipitation in Beijing. Advances in Water Science, 2010, 21(5): 660-665. [李庆祥, 黄嘉佑. 北京地区强降水极端气候事件阈值. 水科学进展, 2010, 21 (5): 660-665.]
[17] Xie P, Arkin P A. Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates and numerical model outputs. Bulletin of American Meteorological Society, 1997, 78: 2539-2558.
[18] Li Qingxiang, Li Wei. Construction of the gridder historic temperature dataset over China during the recent half century. Acta Meteorologica Sinica, 2007, 65(2): 293-300. [李庆祥, 李伟. 近半个世纪中国区域历史气温网格数据集的建立. 气象学报, 2007, 65(2): 293-300.]
[19] Li Q, Zhang H, Chen J et al. A mainland China homogenized historical temperature dataset of 1951-2004. Bulletin of American Meteorological Society, 2009, 90: 1062-1065, doi: 10.1175/2009BAMS2736.1.
[20] Li Q, Dong W, Li W et al. Assessment of the uncertainties in temperature change in China during the last century. Chinese Science Bulletin, 2010, 55(17): 1974-1982.
[21] Chen D, Ou T, Gong L et al. Spatial interpolation of daily precipitation in China: 1951-2005. Adv. Atmos. Sci., 2010, 27(6): 1221-1232.
[22] Shen Yan, Feng Mingnong, Zhang Hongzheng et al. Interpolation methods of China daily precipitation data. Journal of Applied Meteorological Science, 2010, 21(3): 279-286. [沈艳, 冯明农, 张洪政等. 我国逐日降水量的格点化方法. 应用气象学报, 2010, 21(3): 279-286.]
[23] Ye Jinlin. Global precipitation changes in recent 100 years//Proceedings of Climate Change and Numerical Modeling Research. 3rd collection. Beijing: China Meteorological Press, 1998: 23-35. [叶瑾琳. 近百年全球降水变化//气候变化规律及其数值模拟研究论文集. 第三集. 北京: 气象出版社, 1998: 23-35.]
[24] Jiang Zhihong, Huang Qun, Li Qingxiang. Study of precipitation series homogeneous adjustment and their correction over China in the last 50 years. Climatic and Environmental Research, 2008, 13(1): 67-74. [江志红, 黄群, 李庆祥. 近50 年中国降水序列均一性检验与订正研究. 气候与环境研究, 2008, 13(1): 67-74.]
[25] Li Qingxiang, Jiang Zhihong, Huang Qun et al. The experimental detecting and adjusting of the precipitation data homogeneity in the Yangtze Delta. Journal of Applied Meteorological Science, 2008, 19(2): 219-226. [李庆祥, 江志红, 黄群等. 长三角地区降水序列的均一性检验与订正试验. 应用气象学报, 2008, 19(2): 219-226.]
[26] Wu Zengxiang. China Meteorological Observations in Recent 100 Years. Beijing: China Meteorological Press, 2007.[吴增祥. 中国近代气象台站. 北京: 气象出版社, 2007.]
[27] Peterson T C, Vose R S. An overview of the global historical climatology network temperature data base. Bulletin of the American Meteorological Society, 1997, 78: 2837-2849.
[28] Chen M, Xie P, Janowiak J E. Globallandprecipitation: A50 yr monthly analysis based on gauge observation. J Hydrometeorology, 2002, 3: 249-266.
[29] New M, Hulme M, Jones P D. Representing twentieth century space-time climate variability (Part 1): Development of a 1961-90 mean monthly terrestrial climatology. Journal of Climate, 1999, 12: 829-856.
[30] New M, Hulme M, Jones P D. Representing twentieth century space-time climate variability (Part 2): Development of 1901-96 monthly grids of terrestrial surface climate. Journal of Climate, 2000, 13: 2217-2238.
[31] Schneider U, Fuchs T, Meyer-Christoffer A et al. Global precipitation analysis products of the GPCC. Global Precipitation Climatology Centre (GPCC) Rep., 2008: 12.
[32] Kagan R L. An evaluation of the representativeness of precipitation data. Gidrometeoizdat, 1966: 191pp. (in Russian)
[33] Yevjevich V. Probability and Statistics in Hydrology. Fort Collins: Water Resources Publications, 1972: 302pp.
[34] Li Qingxiang, Tu Qipu. Interpolation and primary analysis of Northern Hemisphere and surface precipitation in the past 100 years. Journal of Nanjing Institute of Meteorology, 2000, 23(4): 528-535. [李庆祥, 屠其璞. 近百年北半球陆面降水资料的插补及初步分析. 南京气象学院学报, 2000, 23(4): 528-535.]
[35] Li Qingxiang. Introduction on the Research of Homogeneity of Climatic Data. Beijing: China Meteorological Press, 2011. [李庆祥. 气候资料均一性研究导论. 北京: 气象出版社, 2011.]
Outlines

/