rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Introduction to Turbulent Dynamical Systems in Complex Systems
  name:
    name part: Majda, Andrew J.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 91 p. 9 illus. in color. online resource.
  abstract: This volume is a research expository article on the applied mathematics of turbulent dynamical systems through the paradigm of modern applied mathematics. It involves the blending of rigorous mathematical theory, qualitative and quantitative modeling, and novel numerical procedures driven by the goal of understanding physical phenomena which are of central importance to the field. The contents cover general framework, concrete examples, and instructive qualitative models. Accessible open problems are mentioned throughout. Topics covered include: · Geophysical flows with rotation, topography, deterministic and random forcing · New statistical energy principles for general turbulent dynamical systems, with applications · Linear statistical response theory combined with information theory to cope with model errors · Reduced low order models · Recent mathematical strategies for online data assimilation of turbulent dynamical systems as well as rigorous results for finite ensemble Kalman filters The volume will appeal to graduate students and researchers working mathematics, physics and engineering and particularly those in the climate, atmospheric and ocean sciences interested in turbulent dynamical as well as other complex systems.
  table of contents: Introduction -- Prototype Examples of Complex Turbulent Dynamical Systems -- The Mathematical Theory of Turbulent Dynamical Systems -- Statistical Prediction and UQ for Turbulent Dynamical Systems -- State Estimation, Data Assimilation, or Filtering for Complex Turbulent Dynamical Systems -- Finite Ensemble Kalman Filders (EnKF): Applied Practice, Mathematical Theory, and New Phenomena.
  note: by Andrew J. Majda.
  subject:
    topic: Mathematics
  subject:
    topic: Geophysics
  subject:
    topic: Dynamics
  subject:
    topic: Ergodic theory
  subject:
    topic: System theory
  subject:
    topic: Fluids
  subject:
    topic: Mathematics
  subject:
    topic: Complex Systems
  subject:
    topic: Dynamical Systems and Ergodic Theory
  subject:
    topic: Geophysics/Geodesy
  subject:
    topic: Fluid- and Aerodynamics
  classification: Q295
  classification: 519
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Frontiers in Applied Dynamical Systems: Reviews and Tutorials
  identifier: 9783319322179
  identifier: http://dx.doi.org/10.1007/978-3-319-32217-9
  record info:
    record creation date: 160914
    record change date: 20160914180250.0
    record identifier: 978-3-319-32217-9