Long-term trends of precipitation in the North China Plain

doi:10.1007/s11442-012-0978-2

Abstract

Abstract:

The North China Plain (NCP) is the most important food grain producing area in China and has suffered from serious water shortages. To capture variation water availability, it is necessary to have an analysis of changing trends in precipitation. This study, based on daily precipitation data from 47 representative stations in NCP records passed the homogeneity test, analyzed the trend and amplitude of variation in monthly, seasonal and annual precipitation, annual maximum continuous no-rain days, annual rain days, rainfall intensity, and rainfall extremes from 1960 to 2007, using the Mann- Kendall (M-K) test and Sen’s slope estimator. It was found that monthly precipitation in winter had a significant increasing trend in most parts, while monthly precipitation in July to September showed a decreasing trend in some parts of NCP. No significant changing trend was found for the annual, dry and wet season precipitation and rainfall extremes in the majority of NCP.A significant decreasing trend was detected for the maximum no-rain duration and annual rain days in the major part of NCP. It was concluded that the changing trend of precipitation in NCP had an apparent seasonal and regional pattern, i.e., precipitation showed an obvious increasing trend in winter, but a decreasing trend in the rainy season (July to September), and the changing trend was more apparent in the northern part than in the southern and middle parts. This implies that with global warming, seasonal variation of precipitation in NCP tends to decline with an increasing of precipitation in winter season, and a decreasing in rainy season, particularly in the sub-humid northern part.

Key words: precipitation, trend, changing rate, North China Plain

FAN Lan, LU Changhe, YANG Biao, CHEN Zhao. Long-term trends of precipitation in the North China Plain[J].Journal of Geographical Sciences, 2012, 22(6): 989-1001.

References

Alexandersson H, 1986. A homogeneity test applied to precipitation data. Journal of Climatology, 6(6): 661-675.
Beran R, Feuerverger A, Hall P, 1996. On nonparametric estimation of intercept and slope distributions in random coefficient regression. Annals of Statistics, 24(6): 2569-2592.
Biggs E M, Atkinson P M, 2011. A characterisation of climate variability and trends in hydrological extremes in the Severn Uplands. International Journal of Climatology, 31(11): 1634-1652.
Costa A C, Soares A, 2009. Homogenization of climate data: Review and new perspectives using geostatistics. Mathematical Geosciences, 41(3): 291-305.
Donald H B, Mohamed A H E, 2002. Detection of hydrologic trends and variability. Journal of Hydrology, 55: 107-122.
Gilbert R O, 1987. Statistical methods for environmental monitoring. Van Nostrand Reinhold, New York: Pacific Northwest Laboratory.
Gonz A Lez-Rouco J F, Jim E Nez J L, Quesada V et al., 2001. Quality control and homogeneity of precipitation data in the southwest of Europe. Journal of Climate, 14(5): 964-978.
Kendall M G, 1975. Rank Correlation Measures. London: Charles Griffin.
Khaliq M N, Ouarda T, 2007. On the critical values of the standard normal homogeneity test (SNHT). International Journal of Climatology, 27(5): 681-687.
Lin Yuping., Zhao Chunsheng, 2009. Trends of precipitation of different intensity in China. Acta Scientiarum Naturalium Universitatis Pekinensis, 45(6): 18-25. (in Chinese)
Liu B H, Xu M, Mark H et al., 2005. Observed trends of precipitation amount, frequency, and intensity in China, 1960-2000. Journal of Geophysical Research, 110, D08103, doi: 10.1029/2004JD004864.
Liu Haiwen, Ding Yihui, 2011. The interdecadal variability of summer precipitation over North China. Journal of Applied Meteorological Science, (2): 129-137. (in Chinese)
Liu Xiaoning, 2000. The homogeneity test on mean annual wind speed over China. Quarterly Journal of Applied Meteorology, 11(1): 27-34. (in Chinese)
Liu Xiaoning, Sun Anjian, 1995. An inhomogeheity test study of annual precipitation series. Meteorological Monthly, 21(8): 3-6. (in Chinese)
Mann H B, 1945. Non-parametric tests against trend. Econometric, 13: 245-259.
Partal T, Kahya E, 2006. Trend analysis in Turkish precipitation data. Hydrological Processes, 20(9): 2011-2026.
Qian W, Lin X, 2005. Regional trends in recent precipitation indices in China. Meteorology and Atmospheric Physics, 90(3/4): 193-207.
Salmi T, M??tt? A, Anttila P et al., 2002. Detecting trends of annual values of atmospheric pollutants by the Mann-Kendall test and Sen’s slope estimates-the EXCEL template application 499 MAKESENS. Finnish Meteorological Institute Publications on Air Quality No.31 (Report code FMI-AQ-31), Helsinki, Finland. (Available at: http://www.ilmanlaatu.fi/ilmansaasteet/julkaisu/julkaisu.php). 35 pp.
Sen P K, 1968. Estimates of the regression coefficient based on Kendall’s tau. Journal of the American Statistical Association, 63: 1379-1389.
Sicard P, Mangin A, Hebel P et al., 2010. Detection and estimation trends linked to air quality and mortality on French Riviera over the 1990-2005 period. Science of the Total Environment, 408: 1943-1950.
Sun Hongyong, Hu Chunsheng, Zhang Xiying, 2006. Effects of the change of temperature and precipitation in recent 40 years on the agricultural production in Sanhe City. Chinese Journal of Eco-Agriculture, 14(2): 173-176. (in Chinese)
Tan Fangying, Wang Jianlin, Song Yingbo et al., 2009. Analysis of changing characteristics of agricultural climate resources over last 45 years in North China Plain. Chinese Journal of Agrometeorology, 30(1): 19-24. (in Chinese)
Thiel H, 1950. A rank-invariant method of linear and polynomial regression analysis (Part 3). Proceedings of Koninalijke Nederlandse Akademie van Weinenschatpen A, 53: 1397-1412.
Toreti A, Kuglitsch F G, Xoplaki E et al., 2011. A note on the use of the standard normal homogeneity test to detect inhomogeneities in climatic time series. International Journal of Climatology, 31(4): 630-632.
Wang Qunying, Gong Daoyi, 1999. Variation of rainfall over north china and its possible connection to El Nino. Journal of Natural Resources, 14(2): 103-108. (in Chinese)
Wei Zhigang, Dong Wenjie, Fan Lijun, 1999. Analysis and research on relationship between the climatic and run-off variation since 1980s in North China. Plateau Meteorology, 18(4): 525-534. (in Chinese)
Xu Yueqing, Li Shuangcheng, Cai Yunlong, 2004. The changing regularity of precipitation in Hebei Plain based on wavelet analysis. Science in China (Series D), 34(12): 1176-1183. (in Chinese)
Yang Jianping, Ding Yongjian, Chen Rensheng. et al., 2003. Variations of precipitation and evaporation in North China in recent 40 years. Journal of Arid Land Resources and Environment, 17(2): 6-11. (in Chinese)
Yang Xiuqun, Xie Qian, Zhu Yiming, 2005. Decadal-to-interdecadal variability of precipitation in North China and associated atmospheric and oceanic anomaly patterns. Chinese Journal of Geophysics, 48(4): 789-797. (in Chinese)
Yang Yanwu, Yu Qiang, Wang Jing, 2004. Spatio-temporal variations of principal climatic factors in North China and part of East China within past 40 years. Resources Science, 26(4): 45-50. (in Chinese)
Zhai Panmao, Pan Xiaohua, 2003. Change in extreme temperature and precipitation over northern China during the second half of the 20th century. Acta Geographica Sinica, 58(Suppl.): 1-10. (in Chinese)
Zhai Panmao, Ren Fumin, Zhang Qiang, 1999. Detection of trends in China’s precipitation extremes. Acta Meteorologica Sinica, 57(2): 208-215. (in Chinese)
Zhao Shaohua, Yang Yonghui, Qiu Guoyu et al., 2007. Analyzing the climatic changes in Hebei Plain over the last 34 years. Resources Science, 29(4): 109-113. (in Chinese)
Zheng Jingyun, Wang Weichyung, Ge Quansheng et al., 2006. Precipitation variability and extreme events in eastern China during the past 1500 years. Terrestrial Atmospheric and Oceanic Sciences, 17(3): 579-592.
Zhou Shunwu, Jia La, 1999. The beginning and interruption of rainy season over Tibetan Plateau. Meteorology, 25(12): 38-42. (in Chinese)
Zuo Dakang, Gong Guoyuan et al., 1985. Control and Exploitation of Huang-Huai-Hai Plain. Beijing: Science Press, 1-20.
Zuo Hongchao, Lu Shihua, Hu Yinqiao, 2004. Variations trend of yearly mean air temperature and precipitation in China in the last 50 years. Plateau Meteorology, 23(2): 238-244. (in Chinese)

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