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Record #200690:

Geophysical data analysis: discrete inverse theory / William Menke.

Title: Geophysical data analysis: discrete inverse theory / William Menke.
Author(s): Menke, William.
Date: 2012.
Publisher: London: Academic Press
Abstract: Describes discrete inverse theory, method used to extract useful inferences from data sets of physical measurements that are either truly discrete or can be approximated as such. Explains what inverse problems are and what constitutes their solution; discusses solution of canonical inverse problem, i.e. linear problem with Gaussian statistics, permitting development of notions of uncertainty, uniqueness and resolution; extends discussion to problems that are non-Gaussian, non-linear, and continuous; provides examples of use of inverse theory and discusses solution of inverse problems on computer. Uses Matlab scripts throughout. Includes case studies and homework problems. Suitable for graduate students.
Keywords: 53 -- Physics.
51 -- Mathematics.
519.2 -- Statistical methods.
519.673 -- Modelling.
519.68 -- Computing.
550.3 -- Geophysics.
A -- Geophysical sciences (general).
Location(s): SCO: SPRI-SHF: 550.53
ISBN: 9780123971609
SPRI record no.: 200690

MARCXML

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100 1# ‡aMenke, William.
245 10 ‡aGeophysical data analysis :‡bdiscrete inverse theory /‡cWilliam Menke.
250 ## ‡a3rd ed.
260 ## ‡aLondon :‡bAcademic Press,‡c2012.
300 ## ‡axxxvi, 293 p. :‡bill., diags. ;‡c24 cm.
520 3# ‡aDescribes discrete inverse theory, method used to extract useful inferences from data sets of physical measurements that are either truly discrete or can be approximated as such. Explains what inverse problems are and what constitutes their solution; discusses solution of canonical inverse problem, i.e. linear problem with Gaussian statistics, permitting development of notions of uncertainty, uniqueness and resolution; extends discussion to problems that are non-Gaussian, non-linear, and continuous; provides examples of use of inverse theory and discusses solution of inverse problems on computer. Uses Matlab scripts throughout. Includes case studies and homework problems. Suitable for graduate students.
541 0# ‡cBA General;‡aDawson‡d20120914‡eQ0341.‡5UkCU-P
650 07 ‡a53 -- Physics.‡2udc
650 07 ‡a51 -- Mathematics.‡2udc
650 07 ‡a519.2 -- Statistical methods.‡2udc
650 07 ‡a519.673 -- Modelling.‡2udc
650 07 ‡a519.68 -- Computing.‡2udc
650 07 ‡a550.3 -- Geophysics.‡2udc
650 07 ‡aA -- Geophysical sciences (general).‡2local
852 7# ‡2camdept‡bSCO‡cSPRI-SHF‡h550.53‡9Create 1 item record‡0Migrate
916 ## ‡a146732 -- 2012/10/02 -- JR
917 ## ‡aUnenhanced record from Muscat, imported 2019
948 3# ‡a20220927 ‡bJW; JR