National Science Library of Georgia

Large Scale Inverse Problems : (Record no. 534959)

MARC details
000 -LEADER
fixed length control field 06930nam a22008295i 4500
001 - CONTROL NUMBER
control field 9783110282269
003 - CONTROL NUMBER IDENTIFIER
control field DE-B1597
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200803184523.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190708s2013 gw fo d z eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783110282269
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1515/9783110282269
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (DE-B1597)175844
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)857804565
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)858761758
040 ## - CATALOGING SOURCE
Original cataloging agency DE-B1597
Language of cataloging eng
Transcribing agency DE-B1597
Description conventions rda
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title eng
044 ## - COUNTRY OF PUBLISHING/PRODUCING ENTITY CODE
MARC country code gw
ISO country code DE
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA378.5
Item number .L37 2013
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT034000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 515/.357
Edition number 23
245 00 - TITLE STATEMENT
Title Large Scale Inverse Problems :
Remainder of title Computational Methods and Applications in the Earth Sciences /
Statement of responsibility, etc Mike Cullen, Melina A Freitag, Stefan Kindermann, Robert Scheichl.
264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Place of production, publication, distribution, manufacture Berlin ;
-- Boston :
Name of producer, publisher, distributor, manufacturer De Gruyter,
Date of production, publication, distribution, manufacture, or copyright notice [2013]
264 #4 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Date of production, publication, distribution, manufacture, or copyright notice ©2013
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (212 p.)
336 ## - Content Type (R)
Content type term (R) text
Content type code (R) txt
Source (NR) rdacontent
337 ## - Media Type (R)
Media type term (R) computer
Media type code (R) c
Source (NR) rdamedia
338 ## - Carrier Type (R)
Carrier type term (R) online resource
Carrier type code (R) cr
Source (NR) rdacarrier
347 ## -
-- text file
-- PDF
-- rda
490 0# - SERIES STATEMENT
Series statement Radon Series on Computational and Applied Mathematics ;
Volume number/sequential designation 13
505 00 - FORMATTED CONTENTS NOTE
Title Frontmatter --
-- Preface --
-- Contents --
-- Synergy of inverse problems and data assimilation techniques /
Statement of responsibility Freitag, Melina A. / Potthast, Roland W. E. --
Title Variational data assimilation for very large environmental problems /
Statement of responsibility Lawless, Amos S. --
Title Ensemble filter techniques for intermittent data assimilation /
Statement of responsibility Reich, Sebastian / Cotter, Colin J. --
Title Inverse problems in imaging /
Statement of responsibility Burger, Martin / Dirks, Hendrik / Müller, Jahn --
Title The lost honor of ℓ2-based regularization /
Statement of responsibility Doel, Kees van den / Ascher, Uri M. / Haber, Eldad --
Title List of contributors --
-- Backmatter
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Uniform Resource Identifier <a href="https://purl.org/coar/access_right/c_abf2">https://purl.org/coar/access_right/c_abf2</a>
Standardized terminology for access restriction unrestricted online access
Source of term star
520 ## - SUMMARY, ETC.
Summary, etc This book is the second volume of a three volume series recording the "Radon Special Semester 2011 on Multiscale Simulation & Analysis in Energy and the Environment" that took placein Linz, Austria, October 3-7, 2011. This volume addresses the common ground in the mathematical and computational procedures required for large-scale inverse problems and data assimilation in forefront applications. The solution of inverse problems is fundamental to a wide variety of applications such as weather forecasting, medical tomography, and oil exploration. Regularisation techniques are needed to ensure solutions of sufficient quality to be useful, and soundly theoretically based. This book addresses the common techniques required for all the applications, and is thus truly interdisciplinary. This collection of survey articles focusses on the large inverse problems commonly arising in simulation and forecasting in the earth sciences. For example, operational weather forecasting models have between 107 and 108 degrees of freedom. Even so, these degrees of freedom represent grossly space-time averaged properties of the atmosphere. Accurate forecasts require accurate initial conditions. With recent developments in satellite data, there are between 106 and 107 observations each day. However, while these also represent space-time averaged properties, the averaging implicit in the measurements is quite different from that used in the models. In atmosphere and ocean applications, there is a physically-based model available which can be used to regularise the problem. We assume that there is a set of observations with known error characteristics available over a period of time. The basic deterministic technique is to fit a model trajectory to the observations over a period of time to within the observation error. Since the model is not perfect the model trajectory has to be corrected, which defines the data assimilation problem. The stochastic view can be expressed by using an ensemble of model trajectories, and calculating corrections to both the mean value and the spread which allow the observations to be fitted by each ensemble member. In other areas of earth science, only the structure of the model formulation itself is known and the aim is to use the past observation history to determine the unknown model parameters. The book records the achievements of Workshop 2 "Large-Scale Inverse Problems and Applications in the Earth Sciences". It involves experts in the theory of inverse problems together with experts working on both theoretical and practical aspects of the techniques by which large inverse problems arise in the earth sciences.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: Internet via World Wide Web.
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction This eBook is made available Open Access under a CC BY-NC-ND 4.0 license:
Uniform Resource Identifier <a href="https://creativecommons.org/licenses/by-nc-nd/4.0 ">https://creativecommons.org/licenses/by-nc-nd/4.0 </a>
-- <a href="https://www.degruyter.com/dg/page/open-access-policy">https://www.degruyter.com/dg/page/open-access-policy</a>
546 ## - LANGUAGE NOTE
Language note In English.
588 0# -
-- Description based on online resource; title from PDF title page (publisher's Web site, viewed 08. Jul 2019)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Inverse problems (Differential equations)
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data Assimilation.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Geosciences.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Ill-Posed Inverse Problems.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Ill-posed inverse problems.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Optimization.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regularization.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element data assimilation.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element geosciences.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element optimisation.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element regularisation.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS / Mathematical Analysis.
Source of heading or term bisacsh
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cullen, Mike,
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Freitag, Melina A ,
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kindermann, Stefan,
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Scheichl, Robert,
Relator term editor.
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title DGBA Backlist Complete English Language 2000-2014 PART1
International Standard Book Number 9783110238570
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title DGBA Backlist Mathematics English Language 2000-2014
International Standard Book Number 9783110238471
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title DGBA Mathematics 2000 - 2014
International Standard Book Number 9783110637205
Other item identifier ZDB-23-GMA
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2013
International Standard Book Number 9783110317350
Other item identifier ZDB-23-DGG
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title E-BOOK PACKAGE MATHEMATICS, PHYSICS, ENGINEERING 2013
International Standard Book Number 9783110317282
Other item identifier ZDB-23-DMI
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title E-BOOK PAKET MATHEMATIK, PHYSIK, INGENIEURWISS. 2013
International Standard Book Number 9783110317275
Other item identifier ZDB-23-DMP
776 0# - ADDITIONAL PHYSICAL FORM ENTRY
Qualifying information print
International Standard Book Number 9783110282221
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1515/9783110282269">https://doi.org/10.1515/9783110282269</a>
Public note Open Access
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Cover
Uniform Resource Identifier <a href="https://www.degruyter.com/doc/cover/9783110282269.jpg">https://www.degruyter.com/doc/cover/9783110282269.jpg</a>
912 ## -
-- 978-3-11-023847-1 DGBA Backlist Mathematics English Language 2000-2014
-- 2000
-- 2014
912 ## -
-- DGBA Backlist Complete English Language 2000-2014
-- 2000
-- 2014
912 ## -
-- GBV-deGruyter-alles
912 ## -
-- ZDB-23-DGG
-- 2013
912 ## -
-- ZDB-23-DMI
-- 2013
912 ## -
-- ZDB-23-DMP
-- 2013
912 ## -
-- ZDB-23-GMA
-- 2000
-- 2014
912 ## -
-- ZDB-23-GOA

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