.sits_raster_stack_info

satellite

sensor

data_dir

parse_info

delim

<p>All image files should have the same spatial resolution
             and same projection. In addition, image file names should
             include information on band and date.
             The timeline and the bands are deduced from this information.
             Examples of valid image names include
             "CB4_64_16D_STK_022024_2018-08-29_2018-09-13_EVI.tif" and
             "B02_2018-07-18.jp2". In each case, the user has to provide
             appropriate parsing information that allows SITS to extract
             the band and the date. In the examples above, the parsing info
             would include "_" as a delimiter. In the first, the names of the
             columns for parsing are "X1, X2, X3, X4, X5, date, X7, band".
             In the second, they are "band, date".</p>

internal

A set of tools for working with satellite image time series, both as individual data or as part of data cubes.
Supports data retrieval from a web time series service (WTSS), raster bricks and cubes from the Brazilan Data Cube.
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

Pedro Andrade

Lorena Santos

Alexandre Carvalho

Gilberto Queiroz

Karine Ferreira

Alber Sanchez

Victor Maus

.sits_raster_stack_info function

Obtain the information about files that make up a stack cube — .sits_raster_stack_info

Obtain the information about files that make up a stack cube

.sits_raster_stack_info: Obtain the information about files that make up a stack cube

Description

Usage

Arguments