Coverart for item
The Resource Nonlinear Data Assimilation, by Peter Jan Van Leeuwen, Yuan Cheng, Sebastian Reich, (electronic resource)

Nonlinear Data Assimilation, by Peter Jan Van Leeuwen, Yuan Cheng, Sebastian Reich, (electronic resource)

Label
Nonlinear Data Assimilation
Title
Nonlinear Data Assimilation
Statement of responsibility
by Peter Jan Van Leeuwen, Yuan Cheng, Sebastian Reich
Creator
Contributor
Author
Subject
Language
eng
Summary
This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters. The first contribution by Jan van Leeuwen focuses on the potential of proposal densities. It discusses the issues with present-day particle filters and explorers new ideas for proposal densities to solve them, converging to particle filters that work well in systems of any dimension, closing the contribution with a high-dimensional example. The second contribution by Cheng and Reich discusses a unified framework for ensemble-transform particle filters. This allows one to bridge successful ensemble Kalman filters with fully nonlinear particle filters, and allows a proper introduction of localization in particle filters, which has been lacking up to now
Member of
http://library.link/vocab/creatorName
Van Leeuwen, Peter Jan
Image bit depth
0
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Cheng, Yuan.
  • Reich, Sebastian.
  • SpringerLink (Online service)
Series statement
Frontiers in Applied Dynamical Systems: Reviews and Tutorials,
Series volume
2
http://library.link/vocab/subjectName
  • Mathematics
  • Dynamics
  • Ergodic theory
  • Mathematical physics
  • Computer mathematics
Label
Nonlinear Data Assimilation, by Peter Jan Van Leeuwen, Yuan Cheng, Sebastian Reich, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1007/978-3-319-18347-3
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Control code
978-3-319-18347-3
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XII, 118 p. 19 illus., 15 illus. in color.
File format
multiple file formats
Form of item
electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319183473
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other control number
10.1007/978-3-319-18347-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1086448288
Label
Nonlinear Data Assimilation, by Peter Jan Van Leeuwen, Yuan Cheng, Sebastian Reich, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1007/978-3-319-18347-3
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Control code
978-3-319-18347-3
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XII, 118 p. 19 illus., 15 illus. in color.
File format
multiple file formats
Form of item
electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319183473
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other control number
10.1007/978-3-319-18347-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1086448288

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