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sits (version 0.13.0)

.sits_twdtw_breaks: Classify a sits tibble using the matches found by the TWDTW methods

Description

Returns a sits tibble with the results of the TWDTW classifier. The TWDTW classifier uses the result of the sits_TWDTW_matches function to find the best alignments of these matches in intervals chosen by the user

Usage

.sits_twdtw_breaks(
  matches,
  samples,
  start_date = NULL,
  end_date = NULL,
  interval = "12 month",
  overlap = 0.5
)

Arguments

matches

A dtwSat S4 object with the matches produced by the sits_TWTDW_matches function.

samples

Input for the TWDTW matching function.

start_date

The start date of the classification period.

end_date

The end date of the classification period.

interval

The period between two classifications.

overlap

Minimum overlap between one match and the interval of classification.

Value

A sits tibble with the information on matches for the data.

References

Maus V, Camara G, Cartaxo R, Sanchez A, Ramos FM, de Queiroz GR (2016). A Time-Weighted Dynamic Time Warping Method for Land-Use and Land-Cover Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(8):3729-3739, August 2016. ISSN 1939-1404. doi:10.1109/JSTARS.2016.2517118.