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Deep learning to predict surface ozone concentration (MDA8) in the United States

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DLO3

Deep learning to predict MDA8 ozone

Requirements

Package Version
Python 3.6.3
TensorFlow 2.1.0
CUDA 8.0.44
cuDNN 7.0

The paper has been published on Journal of Geophysical Research: Atmospheres. This repository will be updated soon to include more examples.

Reference:

Tai-Long He, Dylan Jones, Binxuan Huang, Yuyang Liu, Kazuyuki Miyazaki, Zhe Jiang, E Charlie White, Helen M Worden, John R Worden, "Recurrent U-net: Deep learning to predict daily summertime ozone in the United States", https://arxiv.org/abs/1908.05841

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Deep learning to predict surface ozone concentration (MDA8) in the United States

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