The Summary of Deep Learning in the Field of Weather Forecast Research

This article investigates application of deep learning in the field of meteorology at home and abroad. summarized of deep learning and several deep learning network models widely used in meteorological field, It focuses on research and summary application of deep learning in Meteorological Department of China, and also summarized the future development trend of deep learning in weather forecast application.

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The Summary of Deep Learning in the Field of Weather Forecast Research

Semantic Scholar · Computer Science · 2020

Abstract

This article investigates application of deep learning in the field of meteorology at home and abroad. summarized of deep learning and several deep learning network models widely used in meteorological field, It focuses on research and summary application of deep learning in Meteorological Department of China, and also summarized the future development trend of deep learning in weather forecast application.

References (16)

08Research on Artificial Intelligence Observation and Recognition of Snow Weather Phenomenon in Land Area2019 · Meteorology
09Research on Automatic Classification and Recognition of Cloud Images of Meteorological Satellite System2019
10High precision and high resolution meteorological factor time and space estimation based on machine learning [J2019 · Journal of Earth Information Science,
11Applying machine learning technology to predict snow accumulation during heavy rain and snow weather [J2019 · Science Technology and Engineering,
12Research and application of convolutional neural network in meteorological shortterm forecast [D2018 · South China University of Technology,

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