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Oceanographic Analysis with R (Hardcover, 1st ed. 2018)
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Oceanographic Analysis with R (Hardcover, 1st ed. 2018)
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This book presents the R software environment as a key tool for
oceanographic computations and provides a rationale for using R
over the more widely-used tools of the field such as MATLAB. Kelley
provides a general introduction to R before introducing the 'oce'
package. This package greatly simplifies oceanographic analysis by
handling the details of discipline-specific file formats,
calculations, and plots. Designed for real-world application and
developed with open-source protocols, oce supports a broad range of
practical work. Generic functions take care of general operations
such as subsetting and plotting data, while specialized functions
address more specific tasks such as tidal decomposition,
hydrographic analysis, and ADCP coordinate transformation. In
addition, the package makes it easy to document work, because its
functions automatically update processing logs stored within its
data objects. Kelley teaches key R functions using classic examples
from the history of oceanography, specifically the work of Alfred
Redfield, Gordon Riley, J. Tuzo Wilson, and Walter Munk.
Acknowledging the pervasive popularity of MATLAB, the book provides
advice to users who would like to switch to R. Including a suite of
real-life applications and over 100 exercises and solutions, the
treatment is ideal for oceanographers, technicians, and students
who want to add R to their list of tools for oceanographic
analysis.
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