NUMERICAL FORECAST OF SUMMER PRECIPITATION OF DIFFERENT INTENSITY USING THE WRF MODEL AND ATMOSPHERIC INSTABILITY INDICES

N. Kalinin, B. Sivkov
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Abstract

The paper studies the possibilities of using modern approaches to forecasting summer precipitation of different intensity such as numerical modeling with the WRF model and the use of atmospheric instability indices (CAPE, CIN, LI) calculated based on the model outputs for the territory of the Urals. The instability indices were determined both at the location of the weather station (at the nearest grid node) and by calculating the maximum and average values in the buffer zone of the weather station with a radius of 50 km. The quality of numerical forecast of summer precipitation of different intensity at a grid step of 3 and 9 km was evaluated. The possibilities of using instability indices in forecasting precipitation of different intensity for the territory of the Urals were assessed. The measurements of 12-h precipitation amount in July 2020 at weather stations located in Perm Territory, in the Sverdlovsk, Chelyabinsk, and Kurgan regions as well as in the republics of Udmurtia and Bashkortostan served as verification material. We propose a new approach for predicting the presence or absence of precipitation at a forecast point based on the forecast fields of 12 h accumulated precipitation amounts, which demonstrates higher success rates compared to other approaches considered. The results of the study indicate a satisfactory quality of the forecast of precipitation of varying intensity (except for very heavy precipitation) with the use of the WRF model. It is shown that increasing the step of the calculation grid does not lead to an increase in the quality of precipitation forecast. Recommendations on the use of model forecasts in operational practice are formulated.
基于WRF模式和大气不稳定指数的夏季不同强度降水数值预报
本文研究了利用现代方法预测不同强度夏季降水的可能性,如WRF模式的数值模拟和利用基于模式输出计算的大气不稳定指数(CAPE、CIN、LI)。在气象站位置(最近的网格节点)和计算半径为50 km的气象站缓冲区的最大值和平均值来确定不稳定指数。对3 km和9 km栅格步长不同强度夏季降水的数值预报质量进行了评价。评价了利用不稳定指数预报乌拉尔地区不同强度降水的可能性。在彼尔姆边疆区、斯维尔德洛夫斯克、车里雅宾斯克和库尔干地区以及乌德穆尔特共和国和巴什科尔托斯坦共和国的气象站测量的2020年7月12小时降水量作为验证材料。本文提出了一种基于12 h累积降水量预报场的预报点有无降水的新方法,与其他方法相比,该方法具有更高的成功率。研究结果表明,WRF模式对不同强度降水(特大降水除外)的预报质量令人满意。结果表明,增大计算网格的步长并不会提高降水预报的质量。并就在业务实践中使用模式预测提出建议。
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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