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VERIFICATION AND ERROR ESTIMATION OF ALTIMETER AND SCATTEROMETER SURFACE WIND SPEED

机译:高度计和散射仪表面风速的验证及误差估计

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Altimeter and scatterometer wind speed/velocity data are very important for various applications including data assimilation and verification of numerical weather prediction model. Continuous monitoring and verification of such products are routinely carried out to ensure their high quality at all times. Results for verification against global ECMWF model predictions and in-situ data are presented. Proper random error estimation is done using the triple collocation technique. Measures to alleviate the impact of error correlations between various data sources, especially between the scatterometer and model data due to assimilating the former into the latter, are needed to ensure the success of triple collocation. Preliminary results without accounting for error correlations are presented as the first step in this work.
机译:高度计和散射仪风速/速度数据对于各种应用非常重要,包括数据同化和数值天气预报模型的验证。常规进行持续监控和验证此类产品,以始终确保其高品质。介绍了验证全局ECMWF模型预测和原位数据的结果。使用三重固件技术完成适当的随机误差估计。需要措施减轻各种数据源之间的误差相关性的影响,特别是由于将前者与前者同化到后者而导致的散射计和模型数据之间,以确保三重搭配的成功。没有考虑错误相关性的初步结果作为这项工作的第一步。

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