Ensemble Methods for Neural Network‐Based Weather Forecasts
Abstract Ensemble weather forecasts enable a measure of uncertainty to be attached to each forecast, by computing the ensemble's spread. However, generating an ensemble with a good spread‐error relationship is far from trivial, and a wide range of approaches to achieve this have been explored—c...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
American Geophysical Union (AGU)
2021-02-01
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Series: | Journal of Advances in Modeling Earth Systems |
Subjects: | |
Online Access: | https://doi.org/10.1029/2020MS002331 |