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DESCRIPTION
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DESCRIPTION
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Package: fraction
Title: Deforestation detection Research Compendium
Version: 0.0.1
Authors@R: c(person('Felipe', 'Carlos', role = c('aut', 'cre'), email = 'felipe.carlos@inpe.br'),
person('Felipe', 'Souza', role = c('aut'), email = 'felipe.carvalho@inpe.br')
)
Maintainer: Felipe Carlos <felipe.carlos@inpe.br>
Description: This package is the materialization of a Research Compendium (RC),
created based on the annotations made by Marwick et al. <10.1080/00031305.2017.1375986>.
In the RC, a complete application is available in which the detection of deforested areas
in the Amazon rainforest is performed. To detect deforested areas, the classification of
time series extracted from cubes of fraction images is applied. The classification is done
with Machine Learning algorithms. The Linear Spectral Mixture Model is used to generate
the fraction images.
Encoding: UTF-8
Language: en-US
Depends: R (>= 4.0.0)
URL: https://github.com/storm-platform/storm-gallery
BugReports: https://github.com/storm-platform/storm-gallery/issues
License: MIT + file LICENSE
ByteCompile: true
LazyData: true
Imports:
RStoolbox,
raster,
snow,
dplyr,
sits (>= 1.0.0),
yaml,
fs,
randomForest,
sf,
jsonlite,
gdalUtilities
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1