The Possibilities of Using the Minimax Method to Diagnose the State of the Atmosphere

E. Andreeva
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Abstract

The article is devoted to the discussion of the possibilities of approbation of one of the probabilistic methods of verification of evaluation works - the minimax method or the method of establishing the minimum risk of making erroneous diagnoses of the instability of the planetary boundary layer of air. Within the framework of this study, the task of probabilistic forecasting of diagnostic parameters and their combinations, leading in their totality to the formation of an unstable state of the planetary boundary layer of the atmosphere, was carried out. It is this state that, as shown by previous studies, a priori contribution to the development of a number of weather phenomena dangerous for society (squalls, hail, heavy rains, etc.). The results of applying the minimax method made it possible to identify a number of parameters, such as the intensity of circulation, the activity of the Earth’s magnetosphere, and the components of the geostrophic wind velocity, the combination of which led to the development of instability. In the future, it is possible to further expand the number of diagnosed parameters to identify more sensitive elements. In this sense, the minimax method, the usefulness of which is shown in this study, can be considered as one of the preparatory steps for the subsequent more detailed method for forecasting individual hazardous weather phenomena.
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用极大极小法诊断大气状态的可能性
本文讨论了评估工作的一种概率验证方法——极大极小法或确定行星边界层不稳定性错误诊断的最小风险的方法——是否有可能得到批准。在这项研究的框架内,进行了诊断参数及其组合的概率预测任务,这些诊断参数及其组合导致行星大气层边界层不稳定状态的形成。正如以前的研究所表明的那样,正是这种状态先验地促成了许多对社会有害的天气现象(暴风、冰雹、暴雨等)的发展。应用极大极小法的结果可以确定一些参数,如环流强度、地球磁层的活动和地转风速的组成部分,这些因素的结合导致了不稳定的发展。在未来,有可能进一步扩大诊断参数的数量,以识别更敏感的元素。从这个意义上说,极小极大方法(在本研究中显示了它的有用性)可以被认为是以后更详细地预报个别危险天气现象的方法的一个准备步骤。
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