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Machine Learning for Precipitation Nowcasting from Radar Images

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Jan 16 2020 Nas Mouti, PhD

Google #MachineLearning model beat traditional ones at predicting weather. Awesome article by @AtherFawaz : https://www.neowin.net/news/google-ai-model-outperforms-traditional-methods-of-weather-prediction/?fbclid=IwAR2mctnbSyxD9nBQDHhlDV2_xbnxYzW6Ge9tFWyaGUnSzUehz2sX32iuMco Original research paper: https://arxiv.org/pdf/1912.12132.pdf #DataScience #AI
0 replies, 16 likes


Jan 15 2020 Jeff Dean

@SchwabeHenning @priyald17 @GoogleAI @ClimateChangeAI For this precipitation forecasting work, we're using the MRMS dataset from NOAA (see section 2 of https://arxiv.org/abs/1912.12132 for details). There are lots of datasets in @googleearth Engine. You can browse them at https://developers.google.com/earth-engine/datasets/tags (in particular, see ones tagged as 'climate')
1 replies, 16 likes


Dec 30 2019 Vin Vashishta

Another implementation of the U-Net CNN. #MachineLearning for Precipitation Nowcasting from Radar Images https://arxiv.org/pdf/1912.12132.pdf
0 replies, 1 likes


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