Extreme Values of Wind Speed over the Kara Sea Based on the ERA5 Dataset

• 作者: Alexander Kislov Tatyana Matveeva
• 来源期刊: 大气和气候科学(英文)
• 学科: 数学
• 关键词: ERA5 Kara Sea Weibull Probability Distribution Function Wind Speed Hydrodynamics and Statistics of Extreme Events
• 年，卷（期）: 2021,（1）
• 页码范围: 98-113
• 页数: 16页
• 分类号: O17

摘要

Extreme values of wind speed were studied based on the highly detailed ERA5 dataset covering the central part of the Kara Sea. Cases in which the ice coverage of the cells exceeded 15% were filtered. Our study shows that the wind speed extrema obtained from station observations, as well as from modelling results in the framework of mesoscale models, can be divided into two groups according to their probability distribution laws. One group is specifically designated as black swans, with the other referred to as dragons (or dragon-kings). In this study we determined that the data of ERA5 accurately described the swans, but did not fully reproduce extrema related to the dragons;these extrema were identified only in half of ERA5 grid points. Weibull probability distribution function (PDF) parameters were identified in only a quarter of the pixels. The parameters were connected almost deterministically. This converted the Weibull function into a one-parameter dependence. It was not clear whether this uniqueness was a consequence of the features of the calculation algorithm used in ERA5, or whether it was a consequence of a relatively small area being considered, which had the same wind regime. Extremes of wind speed arise as mesoscale features and are associated with hydrodynamic features of the wind flow. If the flow was non-geostrophic and if its trajectory had a substantial curvature, then the extreme velocities were distributed according to a rule similar to the Weibull law.