proj: Projection of hydrographic profiles

In EPauthenet/fda.oce: Functional Data Analysis of oceanographic profiles.

Projection of hydrographic profiles

Description

Projection of hydrographic profiles on a chosen basis (created with fpca). It is essential to locate a profile relatively to a climatology. The profiles to project must have the same basis than the modes to project on (i.e. same length of profile c(dmin,dmax) and same number of Bsplines nbasis).

Usage

proj(fdobj, pca)

Arguments

fdobj	fd objects (list) of the splines construction containing coefficients, etc... This is produced by the function bspl.
pca	list containing the modes to project on, produced by the function fpca.

Value

pc The principal components of the profiles stored in fdobj projected on the modes contained in pca.

Author(s)

Etienne Pauthenet <[e-mail]>, David Nerini <[e-mail]>, Fabien Roquet <[e-mail]>

References

Pauthenet et al. (2017) A linear decomposition of the Southern Ocean thermohaline structure. Journal of Physical Oceanography, http://dx.doi.org/10.1175/JPO-D-16-0083.1

Ramsay, J. O., and B. W. Silverman, 2005: Functional Data Analysis. 2nd Edition Springer, 426 pp., Isbn : 038740080X.

See Also

bspl for bsplines fit on T-S profiles, fpca for functional principal component analysis of T-S profiles, reco for reconstructing profiles with less modes.

EPauthenet/fda.oce documentation built on April 18, 2024, 7:56 a.m.