Package: RStoolbox 1.0.2.1

Konstantin Mueller

RStoolbox: Remote Sensing Data Analysis

Toolbox for remote sensing image processing and analysis such as calculating spectral indexes, principal component transformation, unsupervised and supervised classification or fractional cover analyses.

Authors:Benjamin Leutner [aut], Ned Horning [aut], Jakob Schwalb-Willmann [aut], Robert J. Hijmans [ctb], Konstantin Mueller [aut, cre]

RStoolbox_1.0.2.1.tar.gz
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RStoolbox.pdf |RStoolbox.html✨
RStoolbox/json (API)
NEWS

# Install 'RStoolbox' in R:

install.packages('RStoolbox', repos = c('https://bleutner.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bleutner/rstoolbox/issues

Pkgdown site:https://bleutner.github.io

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

On CRAN:

ggplot2 land-cover-mapping remote-sensing spectral-unmixing supervised-classification unsupervised-classification openblas cpp

10.00 score 272 stars 1.1k scripts 1.9k downloads 14 mentions 41 exports 88 dependencies

Last updated 13 days agofrom:3f8f05b1af. Checks:10 OK, 1 FAILURE. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 05 2025
R-4.5-win-x86_64	OK	Feb 05 2025
R-4.5-mac-x86_64	OK	Feb 05 2025
R-4.5-mac-aarch64	OK	Feb 05 2025
R-4.5-linux-x86_64	OK	Feb 05 2025
R-4.4-win-x86_64	OK	Feb 05 2025
R-4.4-mac-x86_64	OK	Feb 05 2025
R-4.4-mac-aarch64	OK	Feb 05 2025
R-4.3-win-x86_64	OK	Feb 05 2025
R-4.3-mac-x86_64	OK	Feb 05 2025
R-4.3-mac-aarch64	OUTDATED	Dec 28 2024

Exports:%>%classifyQA cloudMask cloudShadowMask coregisterImages decodeQA encodeQA estimateHaze fCover fortifySpatRaster getMeta getValidation ggR ggRGB histMatch ImageMetaData mesma normImage oneHotEncode panSharpen pifMatch radCor rasterCVA rasterEntropy rasterPCA readEE readMeta readRSTBX readSLI rescaleImage rsOpts sam saveRSTBX spectralIndices stackMeta superClass tasseledCap topCor unsuperClass validateMap writeSLI

Dependencies:caret class classInt cli clock codetools colorspace cpp11 data.table DBI diagram digest dplyr e1071 exactextractr fansi farver foreach future future.apply generics ggplot2 globals glue gower gtable hardhat ipred isoband iterators KernSmooth labeling lattice lava lifecycle listenv lubridate magrittr MASS Matrix mgcv ModelMetrics munsell nlme nnet numDeriv parallelly pillar pkgconfig plyr pROC prodlim progressr proxy purrr R6 raster RColorBrewer Rcpp RcppArmadillo recipes reshape2 rlang rpart s2 scales sf shape sp sparsevctrs SQUAREM stringi stringr survival terra tibble tidyr tidyselect timechange timeDate tzdb units utf8 vctrs viridisLite withr wk XML

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Classify Landsat QA bands	classifyQA
Simple Cloud Detection	cloudMask
Cloud Shadow Masking for Flat Terrain	cloudShadowMask
Image to Image Co-Registration based on Mutual Information	coregisterImages
Decode QA flags to bit-words	decodeQA
Encode QA Conditions to Integers	encodeQA
Estimate Image Haze for Dark Object Subtraction (DOS)	estimateHaze
Fractional Cover Analysis	fCover
Fortify method for classes from the terra package.	fortifySpatRaster
Extract bandwise information from ImageMetaData	getMeta
Extract validation results from superClass objects	getValidation
Plot RasterLayers in ggplot with greyscale	ggR
Create ggplot2 Raster Plots with RGB from 3 RasterLayers	ggRGB
Image to Image Contrast Matching	histMatch
ImageMetaData Class	ImageMetaData
Landsat 5TM Example Data	lsat
Multiple Endmember Spectral Mixture Analysis (Spectral Unmixing)	mesma
Normalize Raster Images: Center and Scale	normImage
One-hot encode a raster or vector	oneHotEncode
Pan Sharpen Imagery / Image Fusion	panSharpen
Pseudo-Invariant Features based Image Matching	pifMatch
Predict a raster map based on a unsuperClass model fit.	predict.unsuperClass
Radiometric Calibration and Correction	radCor
Change Vector Analysis	rasterCVA
Multi-layer Pixel Entropy	rasterEntropy
Principal Component Analysis for Rasters	rasterPCA
Tidy import tool for EarthExplorer .csv export files	readEE
Read Landsat MTL metadata files	readMeta
Read ENVI spectral libraries	readSLI
Linear Image Rescaling	rescaleImage
Rlogo as SpatRaster	rlogo
Set global options for RStoolbox	rsOpts
RStoolbox: A Collection of Remote Sensing Tools	RStoolbox
Spectral Angle Mapper	sam
Save and Read RStoolbox Classification Results	readRSTBX saveRSTBX
Sentinel 2 MSI L2A Scene	sen2
Spectral Indices	spectralIndices
SRTM Digital Elevation Model	srtm
SRTM scene for the sen2 exemplary scene	srtm_sen2
Import separate Landsat files into single stack	stackMeta
Supervised Classification	superClass
Tasseled Cap Transformation	tasseledCap
Topographic Illumination Correction	topCor
Unsupervised Classification	unsuperClass
Map accuracy assessment	validateMap
Write ENVI spectral libraries	writeSLI