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滑动时间窗长度对太行山区雷达反演降水的影响
Impact of Moving Time Window Size on Radar-Based Precipitation Estimation in Taihang Mountains
【摘要】 利用雷达估算太行山降水对于海河流域水循环解析、变化预测及流域水资源管理具有重要意义。本文利用2013和2014年6—9月太行山东部中低山区多普勒天气雷达反射率(Z)产品和自动雨量站降水(I)数据,采用不同滑动时间窗(1~5h)估算Z-I关系,利用2013—2014年45次降水事件验证不同时间窗Z-I关系在小雨、中雨和暴雨情况下的精度,并针对2013年7月9日降水事件进行个例分析。结果表明:不同滑动时间窗Z-I关系反演降水精度不同,误差随滑动时间窗增大,呈现先下降后上升的趋势,其中2h滑动时间窗误差最小。对于不同量级降水的反演,2h滑动时间窗Z-I关系对中雨的改进最大。个例分析表明:滑动时间窗Z-I算法的主要优势在于改善其他算法对雨强较大降水的低估。
【Abstract】 Precise estimation of precipitation in Taihang Mountains is crucial for understanding water cycle and providing support for water management in Haihe River Basin.By using Doppler radar,this study developed the Z-I relationships with different time windows(1-5 h)in three counties in eastern side of Taihang Mountains using radar reflectivity(Z)and rain gauge data(I)from June to September during2013-2014.By dividing the 45 precipitation events into three categories:Light,moderate and heavy,precipitation was precisely estimated from different Z-I relationships under different categories.Take the rainfall event on 9 July 2013 as an example.It showed that(1)the errors of estimated precipitation from different time windows declined firstly,then rose up as the time windows moved from 1 hto 5 h,and the lowest error appeared in 2 h.(2)The 2 hZ-I relationship greatly improved the precision of moderate rain.(3)The estimation of heavy rain also improved when the 2 hZ-I relationship was applied to the rainfall event that happened on 9 July 2013.
【Key words】 Doppler radar; precipitation estimation; Z-I relationship; moving time window method; Taihang Mountains;
- 【文献出处】 气象 ,Meteorological Monthly , 编辑部邮箱 ,2018年04期
- 【分类号】P412.25
- 【被引频次】2
- 【下载频次】117