尹丽云, 许迎杰, 邓勇, 张腾飞, 刘雪涛. VAD迭代法对多普勒雷达风场缺测区数据填补的应用研究[J]. 云南大学学报(自然科学版), 2011, 33(S2): 359-366.
引用本文: 尹丽云, 许迎杰, 邓勇, 张腾飞, 刘雪涛. VAD迭代法对多普勒雷达风场缺测区数据填补的应用研究[J]. 云南大学学报(自然科学版), 2011, 33(S2): 359-366.
Research of the application about filling method in lacking region of the Doppler wing field based on VAD and Iteration[J]. Journal of Yunnan University: Natural Sciences Edition, 2011, 33(S2): 359-366.
Citation: Research of the application about filling method in lacking region of the Doppler wing field based on VAD and Iteration[J]. Journal of Yunnan University: Natural Sciences Edition, 2011, 33(S2): 359-366.

VAD迭代法对多普勒雷达风场缺测区数据填补的应用研究

Research of the application about filling method in lacking region of the Doppler wing field based on VAD and Iteration

  • 摘要: 多普勒天气雷达风场缺测区域的存在是影响速度二次产品算法精确度的重要因素.在实际风场为线性分布的假设条件下,应用实测多普勒速度场资料,根据缺测区域类型随机制造连续累积10~180缺口的缺测区域和非连续累积10~180缺口的缺测区域,利用VAB方法和迭代填补技术,进行缺测区域迭代填补试验,并与原数据进行对比分析表明:在人为制造连续累积缺口10~180的情况下,对资料比较完整的实测多普勒速度场,迭代填补法适用于连续累积缺口在160以内的缺测区域,在160范围内,平均绝对误差在3m/s以内,精度较高;对因挡角和本身无回波区造成缺测资料较多的实测多普勒速度场,连续累积缺口在100以内平均绝对误差均能控制在3.0m/s以内,平均迭代次数能满足实际业务需要;在人为制造随机非连续累积缺口10~180的情况下,对即使本身存在较多无回波区的实测多普勒速度场,迭代填补精度与缺测缺口的累积大小无明显关系,平均绝对误差在2.5m/s以内,精度较高,较少的迭代次数足以满足实际业务需要.

     

    Abstract: The existence of the lacking region in the Doppler weather radar velocity field is one of the most important factors impacting the accuracy of the velocity products.Under the assumption of the actual wind field in the linear distribution,application of the actual Doppler velocity field data,a test is processed by filling the lacking area artificially created in types of random discontinuous cumulative 10180 of the missing gap and continuous cumulative gap of lacking 10180 by using the VAD technique and the iterative filling method.The analysis shows that the iterative method is suitable for the continuous cumulative gap in 160 for relatively complete Doppler velocity field,In the range of 160,the average absolute error is in about 3 m/s compared with the original data.The iterative method is suitable for the continuous cumulative gap in 100 for the Doppler velocity field existing more lacking region because of the blocking angle or no-echo itself.The average absolute error is in about 3m/s compared with the original data.The average number of iterative filling method can meet the actual needs.In the condition of random discontinuous cumulative gap in 180,even though the actual Doppler velocity field exists more no-echo region itself,the Iterative filling precision have no significant correlation with the gap.The average absolute error is in about 3m/s compared with the original data,and less number of iterative filling method can meet actual business needs.

     

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