.sits_tibble_align_dates

<p>Input sits tibble (useful for chaining functions).</p>

data

ref_dates

<p>Converts the time indexes of a set of sits
tibble to a single reference year.
This function is useful to join many time series from
different years to a single year,
which is required by methods that combine many time series,
such as clustering methods.
The reference year is taken from the date of the start of the time series
available in the data cube.</p>

internal

A set of tools for working with satellite image time series, both as individual data or as part of data cubes.
Builds data cubes from collections in AWS, Brazil Data Cube, and Digital Earth Africa.
Provides different visualisation methods for image time series.
Provides smoothing methods for noisy time series.
Includes functions for smoothing based on Bayesian inference.
Enables different clustering methods, including dendrograms and self-organized maps (SOM).
Matches noiseless patterns with noisy time series using the time-weighted dynamic time warping (TWDTW) method for shape recognition.
Provides machine learning methods for time series classification, including support vector machines (SVM), random forests and deep learning.
Minimum recommended requirements: 8 GB RAM and 1 CPU dual-core.

Gilberto Camara

sits

Satellite Image Time Series Analysis for Remote Sensing Data Cubes

Rolf Simoes

Felipe Souza

Lorena Santos

Alexandre Carvalho

Pedro Andrade

Karine Ferreira

Alber Sanchez

Gilberto Queiroz

.sits_tibble_align_dates function

Aligns dates of time series to a reference date — .sits_tibble_align_dates

Aligns dates of time series to a reference date

.sits_tibble_align_dates: Aligns dates of time series to a reference date

Description

Usage

Arguments

Value