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EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task [article]

Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler
2021 arXiv   pre-print
EarthNet2021 is a large dataset suitable for training deep neural networks on the task.  ...  Satellite images are snapshots of the Earth surface. We propose to forecast them. We frame Earth surface forecasting as the task of predicting satellite imagery conditioned on future weather.  ...  Acknowledgements We thank three anonymous reviewers and the area chair for their constructive reviews.  ... 
arXiv:2104.10066v1 fatcat:w6fg5gzhmvdr5ank4jfhbustg4