RStoolbox: Tools for Remote Sensing Data Analysis

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

Author
Benjamin Leutner [cre, aut], Ned Horning [aut]
Date of publication
2016-11-07 17:22:04
Maintainer
Benjamin Leutner <benjamin.leutner@uni-wuerzburg.de>
License
GPL (>= 3)
Version
0.1.6
URLs

View on CRAN

Man pages

classifyQA
Classify Landsat8 QA Band
cloudMask
Simple Cloud Detection
cloudShadowMask
Cloud Shadow Masking for Flat Terrain
coregisterImages
Image to Image Co-Registration based on Mutual Information
decodeQA
Decode QA flags to bit-words
encodeQA
Encode QA Conditions to Integers
estimateHaze
Estimate Image Haze for Dark Object Subtraction (DOS)
fCover
Fractional Cover Analysis
fortify.raster
Fortify method for classes from the raster package.
getMeta
Extract bandwise information from ImageMetaData
getValidation
Extract validation results from superClass objects
ggR
Plot RasterLayers in ggplot with greyscale
ggRGB
Create ggplot2 Raster Plots with RGB from 3 RasterLayers
histMatch
Image to Image Contrast Matching
ImageMetaData
ImageMetaData Class
lsat
Landsat 5TM Example Data
normImage
Normalize Raster Images: Center and Scale
panSharpen
Pan Sharpen Imagery / Image Fusion
pifMatch
Pseudo-Invariant Features based Image Matching
predict.superClass
Predict a raster map based on a superClass model fit.
radCor
Radiometric Calibration and Correction
rasterCVA
Change Vector Analysis
rasterEntropy
Multi-layer Pixel Entropy
rasterPCA
Principal Component Analysis for Rasters
readEE
Tidy import tool for EarthExplorer .csv export files
readMeta
Read Landsat MTL metadata files
readSLI
Read ENVI spectral libraries
rescaleImage
Linear Image Rescaling
rlogo
Rlogo as RasterBrick
rsOpts
Set global options for RStoolbox
RStoolbox
RStoolbox: A Collection of Remote Sensing Tools
sam
Spectral Angle Mapper
saveRSTBX
Save and Read RStoolbox Classification Results
spectralIndices
Spectral Indices
srtm
SRTM Digital Elevation Model
stackMeta
Import separate Landsat files into single stack
superClass
Supervised Classification
tasseledCap
Tasseled Cap Transformation
topCor
Topographic Illumination Correction
unsuperClass
Unsupervised Classification
validateMap
Map accuracy assessment
writeSLI
Write ENVI spectral libraries

Files in this package

RStoolbox
RStoolbox/inst
RStoolbox/inst/external
RStoolbox/inst/external/EarthExplorer_LS8.txt
RStoolbox/inst/external/trainingPolygons.rds
RStoolbox/inst/external/trainingPoints.rds
RStoolbox/inst/external/landsat
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B2.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B5.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B6.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B7.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B4.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B3.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_B1.TIF
RStoolbox/inst/external/landsat/LT52240631988227CUB02_MTL.txt
RStoolbox/tests
RStoolbox/tests/testthat.R
RStoolbox/tests/testdata
RStoolbox/tests/testdata/metadata
RStoolbox/tests/testdata/metadata/LC80980762015235LGN00.xml
RStoolbox/tests/testdata/metadata/LM50490251987214PAC00_MTL.txt
RStoolbox/tests/testdata/metadata/mss_MTL.txt
RStoolbox/tests/testdata/metadata/LT05_L1TP_047027_20101006_20160512_01_T1_MTL.txt
RStoolbox/tests/testthat
RStoolbox/tests/testthat/test-entropy.R
RStoolbox/tests/testthat/test-rasterCVA.R
RStoolbox/tests/testthat/test-ggplot.R
RStoolbox/tests/testthat/test-rescaleImage.R
RStoolbox/tests/testthat/test-getValidation.R
RStoolbox/tests/testthat/test-multicore.R
RStoolbox/tests/testthat/test-superClass.R
RStoolbox/tests/testthat/test-spectralIndices.R
RStoolbox/tests/testthat/test-gainOffsetRescale.R
RStoolbox/tests/testthat/test-readMeta.R
RStoolbox/tests/testthat/test-rasterPCA.R
RStoolbox/tests/testthat/test-panSharpen.R
RStoolbox/tests/testthat/test-unsuperClass.R
RStoolbox/tests/testthat/test-estimateHaze.R
RStoolbox/tests/testthat/test-validateMap.R
RStoolbox/tests/testthat/test-0.R
RStoolbox/tests/testthat/test-saveReadRSTBX.R
RStoolbox/tests/testthat/test-normImage.R
RStoolbox/tests/testthat/test-histMatch.R
RStoolbox/tests/testthat/test-radCor.R
RStoolbox/src
RStoolbox/src/Makevars
RStoolbox/src/entropy.cpp
RStoolbox/src/predictKmeans.cpp
RStoolbox/src/predictMlc.cpp
RStoolbox/src/rescaleImage.cpp
RStoolbox/src/gainOffsetRescale.cpp
RStoolbox/src/sam.cpp
RStoolbox/src/pwSimilarity.cpp
RStoolbox/src/classQA.cpp
RStoolbox/src/Makevars.win
RStoolbox/src/RcppExports.cpp
RStoolbox/src/normImage.cpp
RStoolbox/src/spectralIndices.cpp
RStoolbox/NAMESPACE
RStoolbox/NEWS
RStoolbox/data
RStoolbox/data/lsat.rda
RStoolbox/data/srtm.rda
RStoolbox/data/rlogo.rda
RStoolbox/R
RStoolbox/R/ggR.R
RStoolbox/R/ggRGB.R
RStoolbox/R/readEE.R
RStoolbox/R/rsOpts.R
RStoolbox/R/RStoolbox.R
RStoolbox/R/coregisterImages.R
RStoolbox/R/fCover.R
RStoolbox/R/readMeta.R
RStoolbox/R/encodeQA.R
RStoolbox/R/saveRSTBX.R
RStoolbox/R/histMatch.R
RStoolbox/R/rescaleImage.R
RStoolbox/R/getValidation.R
RStoolbox/R/rasterPCA.R
RStoolbox/R/sysdata.rda
RStoolbox/R/validateMap.R
RStoolbox/R/pifMatch.R
RStoolbox/R/radCor.R
RStoolbox/R/normImage.R
RStoolbox/R/estimateHaze.R
RStoolbox/R/rasterEntropy.R
RStoolbox/R/spectralIndices.R
RStoolbox/R/tasseledCap.R
RStoolbox/R/rasterCVA.R
RStoolbox/R/panSharpen.R
RStoolbox/R/RcppExports.R
RStoolbox/R/stackMeta.R
RStoolbox/R/sam.R
RStoolbox/R/topCor.R
RStoolbox/R/internalFunctions.R
RStoolbox/R/mlc.R
RStoolbox/R/getMeta.R
RStoolbox/R/unsuperClass.R
RStoolbox/R/classifyQA.R
RStoolbox/R/superClass.R
RStoolbox/R/fortify-raster.R
RStoolbox/R/cloudMask.R
RStoolbox/R/readSLI.R
RStoolbox/README.md
RStoolbox/MD5
RStoolbox/DESCRIPTION
RStoolbox/man
RStoolbox/man/lsat.Rd
RStoolbox/man/decodeQA.Rd
RStoolbox/man/coregisterImages.Rd
RStoolbox/man/tasseledCap.Rd
RStoolbox/man/sam.Rd
RStoolbox/man/spectralIndices.Rd
RStoolbox/man/rlogo.Rd
RStoolbox/man/getValidation.Rd
RStoolbox/man/readEE.Rd
RStoolbox/man/srtm.Rd
RStoolbox/man/histMatch.Rd
RStoolbox/man/encodeQA.Rd
RStoolbox/man/estimateHaze.Rd
RStoolbox/man/ggR.Rd
RStoolbox/man/unsuperClass.Rd
RStoolbox/man/fortify.raster.Rd
RStoolbox/man/predict.superClass.Rd
RStoolbox/man/cloudShadowMask.Rd
RStoolbox/man/fCover.Rd
RStoolbox/man/saveRSTBX.Rd
RStoolbox/man/rasterCVA.Rd
RStoolbox/man/readMeta.Rd
RStoolbox/man/superClass.Rd
RStoolbox/man/pifMatch.Rd
RStoolbox/man/rasterPCA.Rd
RStoolbox/man/stackMeta.Rd
RStoolbox/man/classifyQA.Rd
RStoolbox/man/radCor.Rd
RStoolbox/man/rasterEntropy.Rd
RStoolbox/man/validateMap.Rd
RStoolbox/man/topCor.Rd
RStoolbox/man/getMeta.Rd
RStoolbox/man/normImage.Rd
RStoolbox/man/rsOpts.Rd
RStoolbox/man/ImageMetaData.Rd
RStoolbox/man/ggRGB.Rd
RStoolbox/man/writeSLI.Rd
RStoolbox/man/cloudMask.Rd
RStoolbox/man/rescaleImage.Rd
RStoolbox/man/RStoolbox.Rd
RStoolbox/man/readSLI.Rd
RStoolbox/man/panSharpen.Rd