stfit: Spatio-Temporal Functional Imputation Tool

A general spatiotemporal satellite image imputation method based on sparse functional data analytic techniques. The imputation method applies and extends the Functional Principal Analysis by Conditional Estimation (PACE). The underlying idea for the proposed procedure is to impute a missing pixel by borrowing information from temporally and spatially contiguous pixels based on the best linear unbiased prediction.

Version: 0.99.8
Depends: R (≥ 3.5.0)
Imports: Rcpp, Matrix, doParallel, foreach, abind, fda, raster, rasterVis, RColorBrewer
LinkingTo: Rcpp
Suggests: testthat, dplyr
Published: 2020-10-02
Author: Weicheng Zhu [aut, cre]
Maintainer: Weicheng Zhu <mingsnu at gmail.com>
BugReports: https://github.com/mingsnu/stfit/issues
License: GPL-3
NeedsCompilation: yes
CRAN checks: stfit results

Downloads:

Reference manual: stfit.pdf
Package source: stfit_0.99.8.tar.gz
Windows binaries: r-devel: stfit_0.99.8.zip, r-release: stfit_0.99.8.zip, r-oldrel: stfit_0.99.8.zip
macOS binaries: r-release: stfit_0.99.8.tgz, r-oldrel: stfit_0.99.8.tgz

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