sits_TWDTW_dist_bands: Find distance between a set of SITS patterns and yearly time...
In luizassis/sits: Satellite Image Time Series Analysis

Description Usage Arguments Value Author(s)

Returns a SITS table with distances to be used for training in ML methods This is a front-end to the sits_TWDTW_matches whose outout is trimmed down to contain just distances

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sits_TWDTW_dist_bands(data.tb = NULL, patterns.tb = NULL,
  dist.method = "euclidean", alpha = -0.1, beta = 100, theta = 0.5,
  span = 250, keep = FALSE, multicores = 1)

`data.tb`	a table in SITS format with a time series to be classified using TWTDW
`patterns.tb`	a set of known temporal signatures for the chosen classes
`dist.method`	A character. Method to derive the local cost matrix.
`alpha`	(double) - the steepness of the logistic function used for temporal weighting
`beta`	(integer) - the midpoint (in days) of the logistic function
`theta`	(double) - the relative weight of the time distance compared to the dtw distance
`span`	minimum number of days between two matches of the same pattern in the time series (approximate)
`keep`	keep internal values for plotting matches
`multicores`	number of threads to process the validation (Linux only). Each process will run a whole partition validation.