Package: dtwSat
Type: Package
Title: Time-Weighted Dynamic Time Warping for Satellite Image Time
        Series Analysis
Version: 0.2.2
Date: 2017-03-22
Authors@R: c(person('Victor', 'Maus', role = c('aut', 'cre'), email = 'vwmaus1@gmail.com'), 
             person('Marius', 'Appel', role = c('ctb')),
             person('Toni',   'Giorgino', role = c('ctb')))
Description: Provides an implementation of the Time-Weighted Dynamic Time
    Warping (TWDTW) method for land cover mapping using satellite image time series.
    TWDTW is based on the Dynamic Time Warping technique and has achieved high
    accuracy for land cover classification using satellite data. The method is
    based on comparing unclassified satellite image time series with a set of known
    temporal patterns (e.g. phenological cycles associated with the vegetation).
    Using 'dtwSat' the user can build temporal patterns for land cover types, apply
    the TWDTW analysis for satellite datasets, visualize the results of the time
    series analysis, produce land cover maps, create temporal plots for land cover
    change, and compute accuracy assessment metrics.
Depends: R (>= 3.2.0), zoo, raster, ggplot2
Imports: methods, rgdal, dtw, proxy, scales, reshape2, grDevices,
        RColorBrewer, plyr, stats, sp, lubridate, caret, mgcv, xtable
Suggests: testthat, knitr, rmarkdown, rticles, gridExtra, grid, png,
        Hmisc, tikzDevice
License: GPL (>= 2) | file LICENSE
URL: https://github.com/vwmaus/dtwSat/
BugReports: https://github.com/vwmaus/dtwSat/issues
Author: Victor Maus [aut, cre],
  Marius Appel [ctb],
  Toni Giorgino [ctb]
Maintainer: Victor Maus <vwmaus1@gmail.com>
LazyData: true
RoxygenNote: 6.0.1
Collate: 'class-crossValidation.R' 'class-twdtwRaster.R'
        'class-twdtwAssessment.R' 'class-twdtwTimeSeries.R'
        'class-twdtwMatches.R' 'createPatterns.R' 'data.R' 'dtw.R'
        'dwtSat.R' 'getInternals.R' 'getTimeSeries.R' 'linearWeight.R'
        'logisticWeight.R' 'methods.R' 'miscellaneous.R' 'plot.R'
        'plotAccuracy.R' 'plotAdjustedArea.R' 'plotAlignments.R'
        'plotArea.R' 'plotChanges.R' 'plotClassification.R'
        'plotCostMatrix.R' 'plotDistance.R' 'plotMapSamples.R'
        'plotMaps.R' 'plotMatches.R' 'plotPaths.R' 'plotPatterns.R'
        'plotTimeSeries.R' 'resampleTimeSeries.R' 'subset.R' 'twdtw.R'
        'twdtwApply.R' 'twdtwAssess.R' 'twdtwClassify.R'
        'twdtwCrossValidate.R' 'twdtwXtable.R' 'zzz.R'
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2017-03-30 22:53:22 UTC; maus
Repository: CRAN
Date/Publication: 2017-03-31 06:12:39 UTC
Built: R 3.2.5; x86_64-w64-mingw32; 2017-04-20 08:43:55 UTC; windows
Archs: i386, x64
