DeepDT: Generative Adversarial Network for High-Resolution Climate Prediction

Jianxin Cheng,Jin Liu,Qiuming Kuang,Zhou Xu,Chenkai Shen,Wang Liu,Kang Zhou

IEEE Geoscience and Remote Sensing Letters（2022）

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摘要

Climate prediction is susceptible to a variety of meteorological factors, and downscaling technology is used for high-resolution climate prediction. This technology can generate small-scale regional climate prediction from large-scale climate output information. Inspired by the concept of image super resolution, we propose to apply the convolutional neural network (CNN) to downscaling technology. ...

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关键词

Meteorology,Generators,Predictive models,Feature extraction,Data models,Training,Generative adversarial networks

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