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Weather forecasting: Difference between revisions
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''This page is about how machine learning (ML) can be used in the context of weather forecasting. For an overview of weather forecasting more generally, please see the [https://en.wikipedia.org/wiki/Weather_forecasting Wikipedia page] on this topic.''
ML is a suitable tool for making short-term weather predictions<ref>{{Cite web|url=https://www.ecmwf.int/en/elibrary/19877-machine-learning-ecmwf-roadmap-next-10-years|title=Machine learning at ECMWF: A roadmap for the next 10 years|last=Düben|first=Peter|last2=Modigliani|first2=Umberto|date=2021|website=www.ecmwf.int|access-date=2021-01-25|last3=Geer|first3=Alan|last4=Siemen|first4=Stephan|last5=Pappenberger|first5=Florian|last6=Bauer|first6=Peter|last7=Brown|first7=Andy|last8=Palkovic|first8=Martin|last9=Raoult|first9=Baudouin}}</ref> based on the observed initial conditions, and post-processing the output from weather models<ref>{{Cite journal|last=Rasp|first=Stephan|last2=Lerch|first2=Sebastian|date=2018-11-01|title=Neural Networks for Postprocessing Ensemble Weather Forecasts|url=https://journals.ametsoc.org/view/journals/mwre/146/11/mwr-d-18-0187.1.xml|journal=Monthly Weather Review|language=EN|volume=146|issue=11|pages=3885–3900|doi=10.1175/MWR-D-18-0187.1|issn=1520-0493}}</ref>.
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