Parameter uncertainty of chaotic systems

TitleParameter uncertainty of chaotic systems
Publication TypePresentation
Date Published2016
AuthorHaario, H
Keywordsmodel uncertainty, workshop
Abstract
  • Parameter estimation for chaotic dynamic systems:
    • Short-time integrations: from ensemble UQ to parameter optimization
    • Long-time integrations: naive summary statistics vs fractal concepts
  • Examples, from 3D chaos to SWE, operational weather and climate models
URLhttps://www.ecmwf.int/node/16834
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