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Drought characteristics and prediction during pasture growing season in Xilingol grassland, northern China

机译:北方锡林郭勒草原牧草生长期的干旱特征与预报

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摘要

In this paper, spatiotemporal variability of drought in Xilingol grassland during pasture growing season (from April to September) was investigated, using 52 years (1961-2012) of precipitation data recorded at 14 rain gauge stations in the study area. The Standardized Precipitation Index was used to compute the severity of drought. The Mann-Kendall test, the linear trend, and the sequential Mann-Kendall test were applied to standardized precipitation index (SPI) time series. The results indicate that drought has become increasingly serious on the region scale during pasture growing season, and the rate of SPI decreases ranged from -0.112 to -0.013 per decade. As for the MK test, most of the stations, the Z value range is from -1.081 to -0.005 and Kendall's tau varies from -0.104 to -0.024. Meanwhile, drought is increased obviously from the northwest to the southeast region. Meanwhile, the occurrence probability of each severity class, times for reaching different drought class from any drought severity state, and residence times in each drought class have been obtained with Markov chain. Furthermore, the drought severities during pasture growing season in 2013-2016 are predicted depending on the weighted Markov chain. The results may provide a scientific basis for preventing and mitigating drought disaster.
机译:本文利用研究地区14个雨量站记录的52年(1961-2012年)降水数据,研究了锡林郭勒草原牧草生长季节(4月至9月)期间干旱的时空变化。标准化降水指数用于计算干旱的严重程度。将Mann-Kendall检验,线性趋势和顺序Mann-Kendall检验应用于标准化降水指数(SPI)时间序列。结果表明,在牧草生长季节,干旱在该地区规模上变得越来越严重,SPI的降低速率从每十年的-0.112到-0.013。对于MK测试,大多数测站的Z值范围从-1.081到-0.005,肯德尔的tau从-0.104到-0.024。同时,西北地区到东南地区干旱明显增加。同时,利用马尔可夫链获得了每个严重度等级的发生概率,从任何干旱严重度状态达到不同干旱等级的时间以及在每个干旱度等级中的停留时间。此外,根据加权马尔可夫链,预测了2013-2016年牧场生长期的干旱严重程度。研究结果可为预防和减轻干旱灾害提供科学依据。

著录项

  • 来源
    《Theoretical and applied climatology》 |2018年第2期|165-178|共14页
  • 作者单位

    Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Jilin, Peoples R China;

    Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Jilin, Peoples R China;

    Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Jilin, Peoples R China;

    Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Jilin, Peoples R China;

    Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Jilin, Peoples R China;

    Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Jilin, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Meteorological drought; Drought characteristics; Weighted Markov chain; Drought prediction; Xilingol grassland;

    机译:气象干旱;干旱特征;加权马尔可夫链;干旱预测;锡林郭勒草原;

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