ハドレー循環と熱帯低気圧の数日規模の相互作用

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In this year, we developed a cloud retrieval model for the Himawari-8 infrared measurements, based on a deep neural network. The model has high accuracy when validated with the the active remote sensing datasets, it performs much better than physics-based retrieval models and can provide near-real time estimate of cloud properties such as cloud top height, cloud optical thickness, and cloud mask, which can be realistically applied to severe weather monitoring and mesoscale studies.