Analog ensemble data assimilation and a method for constructing analogs with variational autoencoders
Author:
Affiliation:
1. Department of Applied Mathematics University of Colorado Boulder Colorado USA
Publisher
Wiley
Subject
Atmospheric Science
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/qj.3910
Reference49 articles.
1. A comparison of statistical downscaling methods suited for wildfire applications
2. A reexamination of methods for evaluating the predictability of the atmosphere
3. Assimilating along-track SLA data using the EnOI in an eddy resolving model of the Agulhas system
4. A review of operational methods of variational and ensemble‐variational data assimilation
5. Localization and the iterative ensemble Kalman smoother
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