Objective Verification of the Weather Prediction Center’s Mesoscale Precipitation Discussions

IF 3 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
Erica Bower, Michael J. Erickson, James A. Nelson, M. Klein, Andrew Orrison
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Abstract

The Weather Prediction Center (WPC) issues Mesoscale Precipitation Discussions (MPDs) to highlight regions where heavy rainfall is expected to pose a threat for flash flooding. Issued as short-term guidance, the MPD consists of a graphical depiction of the threat area and a technical discussion of the forecasted meteorological and hydrological conditions conducive to heavy rainfall and the potential for a flash flood event. MPDs can be issued either during or in anticipation of an event and typically are valid for up to 6 hours. This study presents an objective verification of WPC’s MPDs issued between 2016 and 2022, complete with a climatology, false alarm analysis, and contingency table-based skill scores (e.g. critical success index, fractional coverage, etc). Regional and seasonal differences become evident when MPDs are assessed based on these groupings. MPDs improved in basic skill scores between 2016 and 2020, with slight decline in scores for 2021 and 2022. The false alarm ratio of MPDs has decreased between 2016 and 2021. The most dramatic improvement over the period occurs in the MPDs in the winter season (December, January, and February) and along theWest Coast (primarily atmospheric river events). The accuracy of MPDs in this group has quadrupled when measured by fractional coverage, and the false alarm rate is approximately one fifth of the 2016 value. Skill during active monsoon seasons tends to decrease, partially due to the large size of MPDs issued for monsoon-related flash flooding events.
天气预报中心中尺度降水讨论的客观验证
天气预报中心 (WPC) 发布中尺度降水讨论 (MPD),以强调预计强降雨会造成山洪暴发威胁的区域。中尺度降水讨论作为短期指导发布,包括对威胁区域的图表描述,以及对有利于暴雨和可能发生山洪事件的气象和水文条件的预测进行技术讨论。MPD 可在事件发生期间或预期发生时发布,有效期通常长达 6 小时。本研究对 2016 年至 2022 年期间发布的 WPC MPD 进行了客观验证,包括气候学、误报分析和基于应急表的技能评分(如关键成功指数、部分覆盖率等)。在根据这些分组对 MPD 进行评估时,地区和季节性差异变得显而易见。2016 年至 2020 年期间,MPD 的基本技能得分有所提高,2021 年和 2022 年的得分略有下降。2016 年至 2021 年,MPD 的误报率有所下降。在此期间,冬季(12 月、1 月和 2 月)和西海岸(主要是大气河流事件)的 MPD 的改进最为显著。如果以分数覆盖率来衡量,这组 MPD 的准确性提高了四倍,误报率约为 2016 年的五分之一。季风活跃季节的技能趋于下降,部分原因是与季风相关的山洪暴发事件发布的 MPD 规模较大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Weather and Forecasting
Weather and Forecasting 地学-气象与大气科学
CiteScore
5.20
自引率
17.20%
发文量
131
审稿时长
6-12 weeks
期刊介绍: Weather and Forecasting (WAF) (ISSN: 0882-8156; eISSN: 1520-0434) publishes research that is relevant to operational forecasting. This includes papers on significant weather events, forecasting techniques, forecast verification, model parameterizations, data assimilation, model ensembles, statistical postprocessing techniques, the transfer of research results to the forecasting community, and the societal use and value of forecasts. The scope of WAF includes research relevant to forecast lead times ranging from short-term “nowcasts” through seasonal time scales out to approximately two years.
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