foieGras: Fit Continuous-Time State-Space Models for Filtering Argos Satellite (and Other) Telemetry Data

Fits continuous-time random walk and correlated random walk state-space models to filter Argos satellite location data. Template Model Builder ('TMB') is used for fast estimation. The Argos data can be: (older) least squares-based locations; (newer) Kalman filter-based locations with error ellipse information; or a mixture of both. Separate measurement models are used for these two data types. The models estimate two sets of location states corresponding to: 1) each observation, which are (usually) irregularly timed; and 2) user-specified time intervals (regular or irregular). Jonsen I, McMahon CR, Patterson TA, Auger-Methe M, Harcourt R, Hindell MA, Bestley S (2019) Movement responses to environment: fast inference of variation among southern elephant seals with a mixed effects model. Ecology 100:e02566 <doi:10.1002/ecy.2566>.

Version: 0.2.2
Depends: R (≥ 3.3.0)
Imports: dplyr, tibble, argosfilter, ggplot2, gridExtra, lubridate, TMB, sf, stringr, magrittr
LinkingTo: TMB, RcppEigen
Suggests: testthat, covr, knitr, rmarkdown, rnaturalearth, rgeos, ggspatial, units
Published: 2019-07-03
Author: Ian Jonsen [aut, cre], Toby Patterson [aut, ctb]
Maintainer: Ian Jonsen <ian.jonsen at mq.edu.au>
License: AGPL-3
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: foieGras results

Downloads:

Reference manual: foieGras.pdf
Vignettes: foieGras-basics
Package source: foieGras_0.2.2.tar.gz
Windows binaries: r-devel: foieGras_0.2.2.zip, r-release: foieGras_0.2.2.zip, r-oldrel: foieGras_0.2.2.zip
OS X binaries: r-release: foieGras_0.2.2.tgz, r-oldrel: foieGras_0.2.2.tgz
Old sources: foieGras archive

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