MetNet: A Neural Weather Model for Precipitation Forecasting

Sønderby Casper Kaae
Sønderby Casper Kaae
Espeholt Lasse
Espeholt Lasse
Heek Jonathan
Heek Jonathan
Dehghani Mostafa
Dehghani Mostafa
Oliver Avital
Oliver Avital
Agrawal Shreya
Agrawal Shreya
Hickey Jason
Hickey Jason
Cited by: 23|Views29

Abstract:

Weather forecasting is a long standing scientific challenge with direct social and economic impact. The task is suitable for deep neural networks due to vast amounts of continuously collected data and a rich spatial and temporal structure that presents long range dependencies. We introduce MetNet, a neural network that forecasts precipi...More

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