'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' 'twdtwDist.R' 'twdtwXtable.R'
'twdtw_reduce_time.R' 'zzz.R'

c(person(given = "Victor",
family = "Maus",
role = c("aut", "cre"),
email = "vwmaus1@gmail.com",
comment = c(ORCID = "0000-0002-7385-4723")),
person(given = "Marius",
family = "Appel",
role = c("ctb"),
comment = c(ORCID = "0000-0001-5281-3896")),
person(given = "Nikolas",
family = "Kuschnig",
role = c("ctb"),
comment = c(ORCID = "0000-0002-6642-2543")),
person(given = "Toni",
family = "Giorgino",
role = c("ctb"),
comment = c(ORCID = "0000-0002-6642-2543"))
)
Provides an implementation of the Time-Weighted Dynamic Time
Warping (TWDTW) method for land cover mapping. TWDTW computes the similarity between
satellite image time series with a set of known temporal patterns
(e.g. phenological cycles of the vegetation).
'dtwSat' offers the user methods to create temporal patterns for land cover types,
perform TWDTW analysis for satellite datasets, visualize the results of the analysis,
produce land cover maps, create temporal plots for land cover change, and compute
accuracy metrics.
methods, rgdal, dtw, proxy, scales, reshape2, grDevices,
RColorBrewer, plyr, stats, sp, lubridate, caret, mgcv, xtable,
Rdpack, data.table, foreach
gridExtra, grid, png, Hmisc, rbenchmark, doParallel, knitr,
rmarkdown
'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' 'getMatchingDates.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' 'twdtwDist.R' 'twdtwXtable.R'
'twdtw_reduce_time.R' 'utils.R' 'zzz.R'