Atmospheric Blocking Pattern Recognition in Global Climate Model Simulation Data

Grzegorz Muszynski,Prabhat,Jan Balewski,Karthik Kashinath,Michael Wehner,Vitaliy Kurlin

2020 25th International Conference on Pattern Recognition (ICPR)（2020）

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摘要

In this paper, we address a problem of atmospheric blocking pattern recognition in global climate model simulation data. Understanding blocking events is a crucial problem to society and natural infrastructure, as they often lead to weather extremes, such as heat waves, heavy precipitation, and the unusually poor air condition. Moreover, it is very challenging to detect these events as there is no...

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关键词

Heating systems,Estimation error,Event detection,Atmospheric modeling,Data models,Pattern recognition,Spatiotemporal phenomena

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