以淮河流域蚌埠闸以上20 个水文站点1956-2010 年日径流量观测数据资料为基础,采用游程检验、趋势检验和Mann-Kendall 检验法分析年最大日径流量的变化规律。分别采用年最大值法(annual maximum,AM) 和超门限峰值法(peaks over threshold,POT) 抽取径流序列样本, 运用广义极值分布(generalized extreme value distribution,GEV) 和广义帕累托分布(generalized Pareto distribution,GPD) 两种极值统计模型对规范化样本进行拟合,分析淮河流域极端径流的时空变化规律。研究表明:1956-2010 年,淮河流域蚌埠闸以上的研究站点中,10 个站点的年最大日径流量有减少的趋势,另外10 个站点有不显著的增加趋势。极端径流事件大多发生在20 世纪60、70 年代,且以汛期居多。淮河流域的极端径流主要来自淮河干流、淮南山区和伏牛山区。使用Kolmogorov-Smirnov (K-S) 法检验发现,GEV和GPD分布分别能较好的拟合AM和POT序列。采用百分位阈值法、平均超出量函数图法和超定量洪峰法三种方法选取阈值,对于淮河流域的极端径流事件模拟而言,百分位阈值法较好。
Based on the daily runoff data from 20 hydrological stations during 1956-2010 above the Bengbu Sluice in the Huaihe River Basin, run test, trend test and Mann-Kendall test are used to analyze the variation trend of annual maximum runoff series. The annual maximum series (AM) and peaks over threshold series (POT) are selected to describe the extreme distributions of GEV and GPD. Temporal and spatial variations of extreme runoff in the Huaihe River Basin are analyzed. The results show that during the period 1956-2010 in the Huaihe River Basin, annual maximum runoff at 10 stations have a negative trend, while the other 10 stations have a positive trend which is not significant. The maximum runoff event almost occurred in the flood period during the 1960s and 1970s. The extreme runoff events in the Huaihe River Basin mainly occured in the mainstream of the Huaihe River, Huainan mountain areas, and Funiu mountain areas. Through Kolmogorov-Smirnov test, GEV and GPD distributions can be well fitted with AM and POT series respectively.
[1] IPCC. Climate change 2007. Cambridge,United Kingdom and New York, USA: Cambridge University Press, 2007.
[2] Trenberth K E et al. Observations: Atmospheric surface and climate change//Climate Change 2007: The Physical Science Basis. Cambridge: Cambridge University Press: 235-336.
[3] Kunkel, Kenneth E, Karen Andsager et al. Long-Term trends in extreme precipitation events over the conterminous United States and Canada. Journal of Climate, 1999, 12: 2515-2527.
[4] Manton M J, Della-Marta P M, Haylock M R et al. Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961-1998. International Journal of Climatology.2001, 21(3): 269-284.
[5] Nandintsetseg B, Greene J S, Goulden C E. Trends in extreme daily precipitation and temperature near lake H?vsg?l, Mongolia. International Journal of Climatology. 2007, 27(3): 341-347.
[6] Rajeevan M, Bhate J, Jaswal A K. Analysis of variability and trends of extreme rainfall events over India using 104 years of gridded daily rainfall data. Geophysical Research Letters, 2008, 35: L18707, doi: 10.1029/2008GL035143.
[7] Zhai Panmao, Ren Fumin, Zhang Qiang. Detection of trends in China's precipitation extremes. Acta Meterorologica Sinica, 1999, 57(2): 208-216. [翟盘茂, 任福民, 张强.中国降水极值变化趋势检测. 气象学报, 1999, 57(2): 208-216.]
[8] Cai Min, Ding Yuguo, Jiang Zhihong. Extreme precipitation experimentation over eastern China based on L-moment estimation. Plateau Meteorology, 2007, 26(2): 309-318. [蔡敏, 丁裕国, 江志红. 我国东部极端降水时空分布及其概率特征, 高原气象, 2007, 26(2): 309-318.]
[9] Zhang Ting, Wei Fengying. Probability distribution of precipitation extremes during raining seasons in South China. Acta Meteorologica Sinica, 2009, 67(3): 442-450. [张婷, 魏凤英. 华南地区汛期极端降水的概率分布特征, 气象学报, 2009, 67(3): 442-450.]
[10] Su Buda, Jiang Tong, Dong Wenjie. Probabilistic characteristics of precipitation extremes over the Yangtze River basin. Scientia Meteorologica Sinica, 2008, 28(6): 625-629. [苏布达, 姜彤, 董文杰. 长江流域极端强降水分布征的统计拟合. 气象科学, 2008, 28(6): 625-629.]
[11] Wang Fang, Tian Hong. Characteristics of extreme precipitation events in Huaihe River Basin in 1960-2007. Advances in Climate Change Research, 2010, 6(3): 228-229. [汪方, 田红. 淮河流域1960-2007 年极端强降水事件特征. 气候变化研究进展, 2010, 6(3): 228-229.]
[12] Zhang Jinling, Wang Ji, Gan Qinghui. Temporal and spatial variation characteristics of extreme precipitation events in the Yangtze and Huaihe River Basin of China from 1961 to 2006. Journal of Anhui Agricultural Sciences, 2009, 37(7): 3089-3091, 3146. [张金玲, 王冀, 甘庆辉. 1961-2006 年江淮流域极端降水事件变化特征. 安徽农业科学, 2009, 37 (7): 3089-3091, 3146.]
[13] She Dunxian, Xia Jun, Zhang Yongyong et al. The trend analysis and statistical distribution of extreme rainfall event in the Huaihe River Basin in the past 50 years, Acta Geographica Sinica, 2011, 66(9): 1200-1210. [佘敦先, 夏军, 张永勇等. 近50 年来淮河流域极端降水的时空变化及统计特征. 地理学报, 2011, 66(9): 1200-1210.]
[14] Dong Quan, Chen Xing, Chen Tiexi et al. Relationship between extremes of precipitation and discharge in the Huaihe River Basin. Journal of Nanjing University: Natural Science, 2009, 45(6):790-801. [董全, 陈星, 陈铁喜等. 淮河流域极端降水与极端流量关系的研究. 南京大学学报: 自然科学, 2009, 45(6): 790-801.]
[15] Xia Jun, Liu Chunzhen, Ren Guoyu. Opportunity and challenge of the climate change impact on the water resource of China. Advances in Earth Science, 2011, 26(1): 1-12. [夏军, 刘春蓁, 任国玉.气候变化对我国水资源影响研究面临的机遇与挑战. 地球科学进展, 2011, 26(1): 1-12.]
[16] Wei Fengying, Zhang Ting. Oscillation characteristics of summer precipitation in the Huaihe River valley and relevant climate background. Science in China: Series D, 2009, 39(10): 1360-1374. [魏凤英, 张婷. 淮河流域夏季降水的振荡特征及其与气候背景的联系. 中国科学: D辑, 2009, 39(10): 1360-1374.]
[17] Shi Daoji. Practical Methods of Extreme Value Statistics. Tianjin: Tianjin Science and Technology Press, 2006. [史道济. 实用极值统计方法. 天津: 天津科学技术出版社, 2006.]
[18] Fisher R A, Tippett. Limiting forms of the frequency distribution of the largest or smallest member of a sample. Proceedings of the Cambridge Philosophical Society, 1928, 24: 180-190.
[19] Jenkinson A F. The frequency distribution of the annual maximum (or minimum) values of meteorological elements. Quarterly Journal of the Royal Meteorological Society, 1955, 81: 158-171.
[20] Coles S. An Introduction to Statistical Modeling of Extreme Values. New York: Springer Verlag, 2001: 36-78.
[21] Dong Shuanglin. Gust extremes in China and its statistical study. Acta Meterorologica Sinica, 2001, 59(3): 327-333.[董双林. 中国的阵风极值及其统计研究. 气象学报, 2001, 59(3): 327-333.]
[22] Ding Yuguo. Theoretical basis for discussing disaster disciplinarian. Meteorology and Disaster Reduction Research, 2006, 29(1): 44-50. [丁裕国. 探讨灾害规律的理论基础. 气象与减灾研究, 2006, 29(1): 44-50.]
[23] Brabson B B, Palutikof J P. Tests of generalized Pareto distribution for predicting extreme wind speeds. Journal of Applied Meteorology and Climatology, 2000, 39: 1627-1640.
[24] Fisher R A. Theory of statistical estimation//Proceedings of the Cambridge Philosophical Society, 1925, 22: 700-715.
[25] Ding Yuguo, Jiang Zhihong. Extreme Climate Research Methods. Beijing: China Meteorological Press, 2009: 79-80.[丁裕国, 江志红. 极端气候研究方法导论. 北京: 气象出版社, 2009: 79-80.]
[26] Wan Shiquan, Zhou Guohua, Pan Zhu et al. A simulative study of extreme daily rainfall in Nanjing for the past 100 years. Acta Meterorologica Sinica, 2010, 68(6): 790-799. [万仕全, 周国华, 潘柱等. 南京过去100 年极端日降水量模拟研究. 气象学报, 2010, 68(6): 790-799.]