miscellaneous-8
Weather Forecasting
3260 papers • 126 benchmarks • 313 datasets
Weather Forecasting is the prediction of future weather conditions such as precipitation, temperature, pressure and wind. Source: MetNet: A Neural Weather Model for Precipitation Forecasting
(Image credit: Papersgraph)
Benchmarks
These leaderboards are used to track progress in weather-forecasting-16
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SEVIR
SEVIR
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Libraries
iUse these libraries to find weather-forecasting-16 models and implementations
5 papers 571
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Most implemented papers
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Hao Wang, D. Yeung, W. Wong, W. Woo, Zhourong Chen•Fri Jun 12 2015
This paper proposes the convolutional LSTM (ConvLSTM) and uses it to build an end-to-end trainable model for the precipitation nowcasting problem and shows that it captures spatiotemporal correlations better and consistently outperforms FC-L STM and the state-of-the-art operational ROVER algorithm.
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