Li Jianfeng, Zhang Qiang, Chen Xiaohong, et al. SPI-based drought variations in Xinjiang, China. J Appl Meteor Sci, 2012, 23(3): 322-330.
Citation: Li Jianfeng, Zhang Qiang, Chen Xiaohong, et al. SPI-based drought variations in Xinjiang, China. J Appl Meteor Sci, 2012, 23(3): 322-330.

SPI-based Drought Variations in Xinjiang, China

  • Received Date: 2011-07-26
  • Rev Recd Date: 2012-03-06
  • Publish Date: 2012-06-30
  • Daily precipitation data at 53 stations during 1957—2009 in Xinjiang are analyzed based on Standardized Precipitation Index (SPI) technique with the aim to investigate the spatial-temporal patterns of drought events. The Mann-Kendall trend test is used to detect the trends of monthly SPI values, drought intensity and drought duration. Pre-whitening technique is applied before the Mann-Kendall trend test to eliminate the autocorrelation within the precipitation series.According to the results, the frequency of mild drought in North Xinjiang is less than the theoretical frequency, while frequencies of moderate, severe and extreme droughts are higher than the theoretical ones. The statistical condition of drought events in South Xinjiang is to the opposite. Although the drought disaster in Xinjiang is abating in general, the trend varies in different areas. The decreasing of drought in North Xinjiang mainly happens in winter. However, in spring, summer and autumn, the decreasing is insignificant and has obvious influences on agriculture. As the agricultural water demand is increasing tremendously recently, this insignificant decreasing of drought hardly compensate the shortage of water demand. As a result, this change may be not beneficial to agriculture. The abating of drought in South Xinjiang mostly occurs in summer, while the drought in the south part of South Xinjiang is aggravating. The drought in East Xinjiang slightly aggravates. In North Xinjiang, both the intensity and duration of drought have decreasing trends. The intensity and duration of drought in South Xinjiang are both slightly increasing. In the middle part of East Xinjiang, the intensity and duration of drought are both significantly increasing. These results provide theoretical and practical merits for better understanding of variations of drought, monitoring of drought, and mitigating the losses of drought disaster.
  • Fig. 1  Location of precipition stations in Xinjiang

    Fig. 2  The comparison of SPI and historic drought damage area in Urumqi region during 1980—2009

    Fig. 3  Spatial distribution of frequencies for drought categories

    (a) mild drought, (b) moderate drought, (c) severe drought, (d) extreme drought

    Fig. 4  Monthly spatial distribution of SPI trends

    Fig. 5  Spatial distirbutions of trends of drought serverity (a) and drought duration (b)

    Table  1  SPI categories

    标准降水指标 干旱等级 发生概率
    (-1.0, 0] 轻度干旱 0.341
    (-1.5, -1.0] 中度干旱 0.092
    (-2.0, -1.5] 重度干旱 0.044
    (-∞, -2.0] 极端干旱 0.023
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  • [1]
    Zhang Q, Xu C Y, Chen Y D, et al. Spatial assessment of hydrologic alteration across the Pearl River Delta, China, and possible underlying causes. Hydrological Processes, 2009, 23: 1565-1574. doi:  10.1002/hyp.v23:11
    [2]
    Xu C Y, Singh V P. Review on regional water resources assessment models under stationary and changing climate. Water Resour Manage, 2004, 18: 591-612. doi:  10.1007/s11269-004-9130-0
    [3]
    Wilhite D A. Drought as a Natural Hazard: Concepts and Definitions//Drought: A Global Assesment. New York: Routledge, 2000.
    [4]
    Richard R H J. A Review of Twentieth Century Drought Indices Used in the United States. American Meteorological Society, 2002: 1149-1165. doi:  10.1175/1520-0477%282002%29083<1149%3AAROTDI>2.3.CO%3B2
    [5]
    McKee T B, Doesken N J, Kleist J. The Relationship of Drought Frequency and Duration to Time Scales. Eighth Conference on Applied Climatology, Amer Meteor Soc, 1993: 179-184. http://ccc.atmos.colostate.edu/relationshipofdroughtfrequency.pdf
    [6]
    Bordi I, Fraedrich K, Jiang J M, et al. Spatio-temporal variability of dry and wet periods in eastern China. Theor Appl Climatol, 2004, 79: 81-91. doi:  10.1007/s00704-004-0053-8
    [7]
    Zhang Q, Xu C Y, Zhang Z X. Observed changes of drought/wetness episodes in the Pearl River Basin, China, using the standardized precipitation index and aridity index. Theor Appl Climatol, 2009, 98: 89-99. doi:  10.1007/s00704-008-0095-4
    [8]
    Zhai L X, Feng Q. Spatial and temporal pattern of precipitation and drought in Gansu Province, Northwest China. Nat Hazards, 2009, 49: 1-24. doi:  10.1007/s11069-008-9274-y
    [9]
    袁文平, 周广胜.标准化降水指标与Z指数在我国应用的对比分析.植物生态学报, 2004, 28(4): 523-529. doi:  10.17521/cjpe.2004.0071
    [10]
    Piccarreta M, Capolongo D, Boenzi F. Trend analysis of precipitation and drought in Basilicata from 1923 to 2000 within a southern Italy context. Int J Climatol, 2004, 24: 907-922. doi:  10.1002/(ISSN)1097-0088
    [11]
    Guttman N B. Comparing the Palmer drought index and the standardized precipitation index. Journal of the American Water Resources Association, 1998, 34(1): 113-121. doi:  10.1111/jawr.1998.34.issue-1
    [12]
    Svoboda M, Lecomte D, Hayes M, et al. The Drought Monitor. Amer Meteor Soc, 2002, 83: 1181-1190. doi:  10.1175/1520-0477(2002)083<1181:TDM>2.3.CO;2
    [13]
    Buhe A, Tsuchiya K, Kaneko M, et al. Land cover of oases and forest in XinJiang, China retrieved from ASTER data. Advances in Space Research, 2007, 39(1): 39-45. doi:  10.1016/j.asr.2006.02.056
    [14]
    姜逢清, 朱诚, 穆桂金, 等.当代新疆洪旱灾害扩大化:人类活动的影响分析.地理学报, 2002, 57(1): 57-66. doi:  10.11821/xb200201007
    [15]
    李骥, 张志华, 吴祥定.利用树木年轮资料重建新疆东天山300多年来干旱日数的变化.应用气象学报, 1996, 7(1): 53-60. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=19960107&flag=1
    [16]
    姜逢清, 朱诚, 胡汝骥.新疆1950—1997年洪旱灾害的统计与分形特征分析.自然灾害学报, 2002, 11(4): 96-100. http://www.cnki.com.cn/Article/CJFDTOTAL-ZRZH200204016.htm
    [17]
    邹旭恺, 张强.近半个世纪我国干旱变化的初步研究.应用气象学报, 2008, 19(6): 679-687. doi:  10.11898/1001-7313.20080607
    [18]
    庄晓翠, 杨森, 赵正波, 等.干旱指标及其在新疆阿勒泰地区干旱监测分析中的应用.灾害学, 2010, 25(3): 81-85. http://www.cnki.com.cn/Article/CJFDTOTAL-ZHXU201003019.htm
    [19]
    翟盘茂, 邹旭恺. 1951—2003年中国气温和降水变化及其对干旱的影响.气候变化研究进展, 2005, 1(1): 16-18. http://www.cnki.com.cn/Article/CJFDTOTAL-QHBH200501006.htm
    [20]
    杨莲梅, 史玉光, 汤浩.新疆北部冬季降水异常成因.应用气象学报, 2010, 21(4): 491-499. doi:  10.11898/1001-7313.20100413
    [21]
    杨舵, 史玉光.新疆春季降水与北大西洋海温关系的事实分析.应用气象学报, 2002, 13(4): 478-484. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20020463&flag=1
    [22]
    赵成义, 施枫芝, 盛钰, 等.近50a来新疆降水随海拔变化的区域分布特征.冰川冻土, 2011, 33(6): 1203-1213. http://www.cnki.com.cn/Article/CJFDTOTAL-BCDT201106001.htm
    [23]
    Giddings L, Soto M, Butherford B M, et al. Standardized precipitation index zones for Mexico. Atmosfeera, 2005, 8: 33-56. http://www.oalib.com/paper/922714
    [24]
    Wu H, Hayes M J, Hu Q. An evaluation of the standardized precipitation index, the China-Z index and the statistical z-score. International Journal of Climatology, 2001, 21:745-758. doi:  10.1002/(ISSN)1097-0088
    [25]
    Shiau J T, Modarres R. Copula-based drought severity-duration-frequency analysis in Iran. Meteorological Application, 2009, 16: 481-489. doi:  10.1002/met.v16:4
    [26]
    Mann H B. Nonparametric tests against trend. Econometrica, 1934, 13: 245-259. https://www.econometricsociety.org/publications/econometrica/1945/07/01/nonparametric-tests-against-trend
    [27]
    Kendall M G. Rank Correlation Methods. Lodon: Charless Griffin, 1975.
    [28]
    Mitchell J M, Dzerdzeevskii B, Flohn H, et al. Climate Change. WMO Tech Note No.79, Geneva:WMO, 1996: 1-79.
    [29]
    Storch H. Misuses of Statistical Analysis in Climate Research. Berlin: Springer Verlag, 1995:11-26.
    [30]
    Kumar S, Merwade V, Kam J, et al. Streamflow trends in Indiana: Effects of long term persistence, precipitation and subsurface drains. J Hydrol, 2009, 374: 171-183. doi:  10.1016/j.jhydrol.2009.06.012
    [31]
    Storch H, Navarra A. Analysis of Climate Variability—Applications of Statistical Techniques. New York: Springer Verlag, 1995:1-334.
    [32]
    Mishra A K, Singh V P. A review of drought concepts. J Hydrol, 2010, 391: 202-216. doi:  10.1016/j.jhydrol.2010.07.012
    [33]
    Livada I, Assimakopoulos V D. Spatial and temporal analysis of drought in Greece using the standardized precipitation index (SPI). Theore Appl Climatol, 2007, 89: 143-153. doi:  10.1007/s00704-005-0227-z
    [34]
    [35]
    Zhang Q, Xu C Y, Chen X H, et al. Statistical behaviors of precipitation regimes in China and their links with atmospheric circulation 1960—2005. International Journal of Climatology, 2010, doi:  10.1002/joc.2193.
    [36]
    薛燕, 韩萍, 冯国华.半个世纪以来新疆降水和气温的变化趋势.干旱区研究, 2003, 20(2): 127-130. http://www.cnki.com.cn/Article/CJFDTOTAL-GHQJ200302009.htm
    [37]
    李剑锋, 张强, 陈晓宏, 等.新疆极端降水概率分布特征的时空演变规律.灾害学, 2011, 26(2): 11-17. http://www.cnki.com.cn/Article/CJFDTOTAL-ZHXU201102004.htm
    [38]
    史玉光, 孙照渤, 杨青.新疆区域面雨量分布特征及其变化规律.应用气象学报, 2008, 19(3): 326-332. doi:  10.11898/1001-7313.20080308
    [39]
    徐羹慧.全球性气候变暖给新疆经济建设和可持续发展带来什么?新疆气象, 1997, 20(5): 1-3. http://www.cnki.com.cn/Article/CJFDTOTAL-XJQX199705000.htm
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    • Received : 2011-07-26
    • Accepted : 2012-03-06
    • Published : 2012-06-30

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