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stxplore: Exploration of Spatio-Temporal Data

A set of statistical tools for spatio-temporal data exploration. Includes simple plotting functions, covariance calculations and computations similar to principal component analysis for spatio-temporal data. Can use both dataframes and stars objects for all plots and computations. For more details refer 'Spatio-Temporal Statistics with R' (Christopher K. Wikle, Andrew Zammit-Mangion, Noel Cressie, 2019, ISBN:9781138711136).

Version: 0.1.0
Depends: R (≥ 2.10)
Imports: fields, ggmap, ggplot2, ggridges, gridExtra, gstat, lubridate, magrittr, RColorBrewer, rlang, sp, spacetime, stars, stats, tidyr
Suggests: dplyr, knitr, rmarkdown, ncmeta, units, maps, cubelyr
Published: 2023-02-03
DOI: 10.32614/CRAN.package.stxplore
Author: Sevvandi Kandanaarachchi ORCID iD [aut, cre], Petra Kunhert ORCID iD [aut], Andrew Zammit-Mangion ORCID iD [ctb]
Maintainer: Sevvandi Kandanaarachchi <sevvandik at gmail.com>
License: GPL (≥ 3)
URL: https://sevvandi.github.io/stxplore/
NeedsCompilation: no
Materials: README
CRAN checks: stxplore results

Documentation:

Reference manual: stxplore.pdf
Vignettes: Exploration using dataframes
Using stars objects

Downloads:

Package source: stxplore_0.1.0.tar.gz
Windows binaries: r-devel: stxplore_0.1.0.zip, r-release: stxplore_0.1.0.zip, r-oldrel: stxplore_0.1.0.zip
macOS binaries: r-release (arm64): stxplore_0.1.0.tgz, r-oldrel (arm64): stxplore_0.1.0.tgz, r-release (x86_64): stxplore_0.1.0.tgz, r-oldrel (x86_64): stxplore_0.1.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.