评估IMERG降水卫星产品,推导哥伦比亚的强度-持续时间-频率曲线

E. A. Rodríguez-Sandoval, Camila García-Echeverri, Anaí González-Ramírez, John A. Sandoval-Barrera, Manuel E. Patarroyo-González, Daniela E. Agudelo D., Moisés A. Roldán N.
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引用次数: 1

摘要

本文利用110个雨量计的现场数据,探讨了IMERG V06B FINAL产品在哥伦比亚估计强度-持续时间-频率曲线的潜力。根据其中76个站点的观测数据,我们对2001-2019年期间的卫星IMERG降水数据进行了日、月和年分辨率的验证。对于60个站点,月时间累积的结果较好,其次是年和日尺度,表明季节性是产品捕获的主要降雨特征。对于日降水的发生,结果表明,检测的概率和误检测的概率都很高。总的来说,现有IDF曲线的强度与IMERG的强度比较显示,研究的短持续时间(0.5和1 h)的降雨强度被低估,平均相对误差在[-69%,+56%]范围内,而2和6 h的较长持续时间的降雨强度被高估,平均相对误差在[-61%,+171%]范围内。结果还表明,此时的IMERG产品无法捕捉到大部分台站的日降水分布。然而,对于主要位于亚马逊、奥里诺科河和太平洋地区的近20%的雨量计,分析表明,与使用传统方法计算的最大强度相比,IMERG计算的最大强度的相对误差在+/-25%以内。
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Evaluating the IMERG precipitation satellite product to derive intensity-duration-frequency curves in Colombia
This article explores the potentialities of the IMERG V06B FINAL product for estimating Intensity-Duration-Frequency curves in Colombia, using the in-situ data available for 110 rain gauges. From observed data for 76 of these stations, we validated the satellite IMERG precipitation data for the period 2001-2019, at daily, monthly, and annual resolutions. For 60 stations, better results were obtained for the monthly time aggregation, followed by the yearly and daily scales, suggesting that seasonality is the main rainfall characteristic captured by the product. Concerning the occurrence of daily precipitation, results indicate that both the probability of detection and the probability of false detection are high. In general terms, the comparison between intensities from existing IDF curves and those derived from IMERG showed underestimations of the rainfall intensities for the short durations studied (0.5 and 1 h), with mean relative errors in the range [-69%,+56%], and overestimations for the large durations of 2 and 6 h, with mean relative errors in the range [-61%,+171%]. Results also suggest that the IMERG product at this moment is not able to capture the daily rainfall distribution in most of the stations. Nevertheless, for almost 20% of the rain gauges, located mainly in the Amazon, Orinoco, and Pacific Regions, the analysis showed that the maximum intensities derived from IMERG are within +/-25% relative error, compared with the ones calculated using the traditional approach.  
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