Abstract
Based on the Multi-Scale Standardized Precipitation Index (MSPI), extreme severe drought events in China during 1961–2010 were identified, and the seasonal, annual, and interdecadal variations of the clustering extreme drought events were investigated by using the spatial point process theory. It is found that severe droughts present a trend of gradual increase as a result of the significant increase and clustering tendency of severe droughts in autumn. The periodicity analysis of the clustering extreme droughts in different seasons suggests that there is a remarkable interdecadal change in the occurrence of clustering extreme droughts in winter. Meanwhile, it is revealed that the clustering extreme drought events exhibit greatly different annual mean spatial distributions during 1961–2010, with scattered and concentrated clustering zones alternating on the decadal timescale. Furthermore, it is found that the decadal-mean spatial distributions of extreme drought events in summer are correlated out of phase with those of the rainy bands over China in the past 50 years, and a good decadal persistence exists between the autumn and winter extreme droughts, implying a salient feature of consecutive autumn-winter droughts in this 50-yr period. Compared with other regions of China, Southwest China bears the most prominent characteristic of clustering extreme droughts.
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References
Byers, S. D., and A. E. Raftery, 1998: Nearest-neighbor cluster removal for estimating features in spatial point processes. J. American Statistical Association, 93, 577–584.
Dai, A. G., K. T. Trenberth, and T. T. Qian, 2004: A global dataset of Palmer drought severity index for 1870–2002: Relationship with soil moisture and effects of surface warming. J. Hydrometeorol., 5, 1117–1130.
Dai Xingang, Wang Ping, and Chou Jifan, 2003: Multiresolution charateristics of the rainy season rainfall and interdecadal decaying of summer monsoon in North China. Chinese Sci. Bull., 48(24), 2730–2734.
Fu Congbin and Zeng Shaomei, 2005: The relations between the North Atlantic Oscillation on winter and summer drought/flood index in the east of China during the past 530 years. Chinese Sci. Bull., 50(14), 1512–1522. (in Chinese)
—, Wang Ping, and Dai Xingang, 2005: Interdecadal change of atmospheric stationary waves and North China drought. Chinese Phys., 14(4), 850–858.
Guo Rui and Zhi Xiefei, 2009: Spatial-temporal characteristics of the drought and flood in southern China. Scientia Meteor. Sinica, 29(5), 598–605. (in Chinese)
Hou Wei, Yang Ping, Zheng Zhihai, et al., 2009: Research on the correlation of drought/flood spatial fields by using joint entropy. Acta Physica Sinica, 58(3), 2106–2112. (in Chinese)
—, Zhang Cunjie, and Gao Ge, 2012: Research on the meteorological drought index based on the hierarchy of climate system. Meteor. Mon., 38(6), 701–711. (in Chinese)
—, —, and —, 2013: A research on the meteorological drought index and its classification based on the superimposed multi-scales standardized precipitation index. Arid Zone Research, 30(1), 74–88. (in Chinese)
Huang Ronghui, 2006: Progresses in research on the formation mechanism and prediction theory of severe climatic disasters in China. Adv. Earth Sci., 21(6), 564–575. (in Chinese)
— and Wu Yifang, 1989: Influence of ENSO on the summer climate change in China and its mechanism. Adv. Atmos. Sci., 6, 21–32.
—, Zhang Zhenzhou, Huang Gang, et al., 1998: Characteristics of the water vapor transport in East Asian monsoon region and its difference from that in South Asian monsoon region in summer. Chinese J. Atmos. Sci., 22(4), 460–469. (in Chinese)
—, Xu Yuhong, and Zhou Liantong, 1999: The interdecadal variation of summer precipitations in China and the drought trend in North China. Plateau Meteor., 18(4), 465–476. (in Chinese)
—, Chen Lei, Chen Jilong, et al., 2008: Recent progresses in studies of the temporal-spatial variations of the East Asian monsoon system and their impacts on climate anomalies in China. Chinese J. Atmos. Sci., 32(4), 691–719. (in Chinese)
—, Chen Dong, and Liu Yong, 2012: Characteristics and causes of the occurrence of flooding disaster and persistent heavy raifnall in the Yangtze River valley of China. J. Chengdu University of Information Technology, 27(1), 1–4. (in Chinese)
Li Weijing, Zhao Zhaoguo, Li Xiang, et al., 2003: The drought characteristic analysis in North China and its causes of formation. Arid Meteor., 21(1), 1–5. (in Chinese)
Lian Yi, Shen Baizhu, Gao Zongting, et al., 2005: Correlation of drought development tendency on China’s climate transition zone and activity of East Asian summer monsoon and polar vortex. Acta Meteor. Sinica, 63(5), 740–749. (in Chinese)
Liu Tong, Huang Heqing, Yan Huimin, et al., 2012: The persistence of precipitation series and the trend of drought in northern agro-pastoral zone. Resources Sci., 34(5), 940–947. (in Chinese)
Liu Xuefeng, An Yuegai, and Tian Guoqiang, 2003: Analysis of severe group dust-storms in Beijing, Tianjin and Hebei. Geography and Geo-Information Science, 19(6), 74–76. (in Chinese)
Lu Riyu, 2002: Separation of interannual and interdecadal variations of rainfall in North China. Chinese J. Atmos. Sci., 26(5), 611–624. (in Chinese)
Ma Zhuguo and Fu Congbin, 2001: Trend of surface humid index in the arid area of northern China. Acta Meteor. Sinica, 59(6), 738–746. (in Chinese)
— and Fu Congbin, 2003: Interannual characteristics of the surface hydrological variables over the arid and semi-arid areas of northern China. Global and Planetary Change, 37(3), 189–200.
—, Hua Lijuan, and Ren Xiaobo, 2003: The extreme dry/wet events in northern China during recent 100 years. Acta Geographica Sinica, 58(Suppl.), 69–74. (in Chinese)
— and Fu Congbin, 2005: Historical regular patterns of the discharge in the Yellow River and the cause of their formation. Chinese J. Geophysics, 48(3), 519–525. (in Chinese)
—, Huang Gang, Gan Wenqiang, et al., 2005: Multiscale temporal characteristics of the dryness/wetness over northern China during the last century. Chinese J. Atmos. Sci., 29(5), 671–682. (in Chinese)
— and Shao Lijuan, 2006: Relationship between dry/wet variation and the Pacific Decadal Oscillation (PDO) in northern China during the last 100 years. Chinese J. Atmos. Sci., 30(3), 464–474. (in Chinese)
— and Ren Xiaobo, 2007: Drying trend over China from 1951 to 2006. Adv. Climate Res., 3(4), 195–201. (in Chinese)
Min, S. K., W. T. Kwon, E. H. Park, et al., 2003: Spatial and temporal comparisons of droughts over Korea with East Asia. Int. J. Climatology, 23(2), 223–233.
Pei Tao, Zhou Chenghu, Yang Ming, et al., 2004: The algorithm of decomposing superimposed 2-D passion processes and its application to the extracting earthquake clustering pattern. Acta Seismologica Sinica, 26(1), 53–61. (in Chinese)
—, Zhu Axing, Zhou Chenghu, et al., 2006: A new approach to the nearest-neighbour method to discover cluster features in overlaid spatial point processes. Int. J. Geogra. Information Sci., 20, 153–168.
—, —, —, et al., 2007: Delineation of support domain of feature in the presence of noise. Computers & Geosciences, 33, 952–965.
Ren Guoyu, Guo Jun, Xu Mingzhi, et al., 2005: Climate change of China’s mainland over the past half century. Acta Meteor. Sinica, 63(6), 942–956. (in Chinese)
—, Feng Guolin, and Yan Zhongwei, 2010: Progresses in observation studies of climate extremes and changes in mainland China. Climatic Environ. Res., 15(4), 337–353. (in Chinese)
Sun Zhang, Mao Jiangyu, and Wu Guoxiong, 2009: Influences of intraseasonal oscillations on the clustering of tropical cyclone activities over the western North Pacific during boreal summer. Chinese J. Atmos. Sci., 33(5), 950–958. (in Chinese)
Wang Xin, Li Yueqing, and Jiang Xingwen, 2008: The preliminary study on the continuous features of Tibetan Plateau low vortex generation. Plateau Mountain Meteor. Res., 28(1), 47–51. (in Chinese)
Wang Xiuwen, Li Feng, and Si Mayi, 2002: Analysis of causes of Huaihe River basin drought in autumn. Meteor. Mon., 28(10), 50–56. (in Chinese)
Wang Yongguang, Gong Zhensong, Xu Li, et al., 2005: Analysis of long trend of temperature and precipitation in China and its influencing factors. Quart. J. Appl. Meteor., 16(Suppl.), 85–91. (in Chinese)
Wu Xianyun, Ding Yihui, and Ye Chengzhi, 2012: Diagnosis of persistent drought/flood events in two inner lakes’ region of China. J. Trop. Meteor., 28(1), 12–22. (in Chinese)
Yan Huangsheng, Wan Yunxia, and Xie Yiran, 2004: A study of the temporal and spatial features of dryness & wetness last 500-year period in China. J. Yunnan University (Natural Sci.), 26(2), 139–143. (in Chinese)
Yan Zhongwei and Yang Chi, 2000: Geographic patterns of extreme climate changes in China during 1951–2007. Climatic Environ. Res., 5(3), 267–272. (in Chinese)
Yang Ping, Hou Wei, and Zhi Rong, 2009: Research on the validility of cluster delineation based on spatial point processes. Acta Physica Sinica, 58(3), 2097–2105. (in Chinese)
—, Feng Guolin, Liu Weidong, et al., 2010a: Cluster extreme events based on point process theory. J. Appl. Meteor. Sci., 21(3), 352–359. (in Chinese)
—, Hou Wei, and Feng Guolin, 2010b: A study of the characteristics of the cluster extreme events in China. Climatic Environ. Res., 15(4), 365–370. (in Chinese)
—, —, and —, 2012: Characterisctics of clusters of weather and climate extreme events in China for recent 50 years. Chin. Phys. B, 21(1), 019201.
Yao Yubi, Dong Anxiang, Wang Yirong, et al., 2007: Compare research of the regional arid characteristic base on Palmer drought severity index in spring over China. Arid Land Geography, 30(1), 22–29. (in Chinese)
Yu Wenyong, Li Jian, and Yu Rucong, 2012: Analyses of seasonal variation characteristics of the rainfall duration over China. Meteor. Mon., 38(4), 392–401. (in Chinese)
Zhang Qingyun and Chen Lieting, 1991: Variations of dryness and wetness in China during 1951–1980. Chinese J. Atmos. Sci., 15(5), 72–81. (in Chinese)
Zhao Yong, Yang Qing, and Ma Yufen, 2012: Analysis on features of regional and continuous drought in North Xinjiang in spring and summer. Arid Zone Res., 29(3), 472–478. (in Chinese)
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Supported by the National Natural Science Foundation of China (41005043 and U1133603) and National Basic Research and Development (973) Program of China (2012CB955901).
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Yang, P., Xiao, Z., Yang, J. et al. Characteristics of clustering extreme drought events in China during 1961–2010. Acta Meteorol Sin 27, 186–198 (2013). https://doi.org/10.1007/s13351-013-0204-x
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DOI: https://doi.org/10.1007/s13351-013-0204-x