.sits_twdtw_breaks

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

matches

A sits tibble used as input for the TWDTW matching function.

data.tb

The start date of the classification period.

start_date

The end date of the classification period.

end_date

The period between two classifications.

interval

Minimum overlapping between one match and the interval of classification.

overlap

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

A set of tools for working with satellite image time series.
Supports data retrieval from a WTSS (web time series service) and other data sets.
Provides different visualisation methods for image time series.
Provides smoothing methods for noisy time series.
Enables different clustering methods, including dendrograms and SOM.
Matches noiseless patterns with noisy time series using the TWDTW method for shape recognition.
Provide machine learning methods for time series classification, including SVM, LDA, QDA, GLM, Lasso, Random Forests and Deep Learning.

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

Description

Usage

Arguments

Value

References