In many physical sciences, the most natural description of a system is
with a function of position or time. In principle, infinitely many
numbers are needed to specify that function, but in practice only
finitely many measurements can be made. Inverse theory concerns the
mathematical techniques that enable researchers to use the available
information to build a model of the unknown system or to determine its
essential properties. In Geophysical Inverse Theory, Robert Parker
provides a systematic development of inverse theory at the graduate
and professional level that emphasizes a rigorous yet practical
solution of inverse problems, with examples from experimental
observations in geomagnetism, seismology, gravity, electromagnetic
sounding, and interpolation. Although illustrated with examples from
geophysics, this book has broad implications for researchers in
applied disciplines from materials science and engineering to
astrophysics, oceanography, and meteorology. Parker's approach is to
avoid artificial statistical constructs and to emphasize instead the
reasonable assumptions researchers must make to reduce the ambiguity
that inevitably arises in complex problems. The structure of the book
follows a natural division in the subject into linear theory, in which
the measured quantities are linear functionals of the unknown models,
and nonlinear theory, which covers all other systems but is not nearly
so well understood. The book covers model selection as well as
techniques for drawing firm conclusions about the earth independent of
any particular model.
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Produktdetaljer
ISBN
9780691206837
Publisert
2020
Utgiver
Princeton University Press
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter