RStoolbox: Tools for Remote Sensing Data Analysis

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

AuthorBenjamin Leutner [cre, aut], Ned Horning [aut]
Date of publication2017-01-10 19:55:30
MaintainerBenjamin Leutner <benjamin.leutner@uni-wuerzburg.de>
LicenseGPL (>= 3)
Version0.1.7
http://bleutner.github.io/RStoolbox, https://github.com/bleutner/RStoolbox

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

Functions

classifyQA Man page
cloudMask Man page
cloudShadowMask Man page
coregisterImages Man page
decodeQA Man page
encodeQA Man page
estimateHaze Man page
fCover Man page
fortify.raster Man page
fortify.RasterBrick Man page
fortify.RasterLayer Man page
fortify.RasterStack Man page
getMeta Man page
getValidation Man page
ggR Man page
ggRGB Man page
histMatch Man page
ImageMetaData Man page
lsat Man page
normImage Man page
panSharpen Man page
pifMatch Man page
predict.superClass Man page
radCor Man page
rasterCVA Man page
rasterEntropy Man page
rasterPCA Man page
readEE Man page
readMeta Man page
readRSTBX Man page
readSLI Man page
rescaleImage Man page
rlogo Man page
rsOpts Man page
RStoolbox Man page
RStoolbox-package Man page
sam Man page
saveRSTBX Man page
spectralIndices Man page
srtm Man page
stackMeta Man page
superClass Man page
tasseledCap Man page
topCor Man page
unsuperClass Man page
validateMap Man page
writeSLI Man page

Files

RStoolbox
RStoolbox/inst
RStoolbox/inst/external
RStoolbox/inst/external/EarthExplorer_LS8.txt
RStoolbox/inst/external/vegSpec.sli
RStoolbox/inst/external/vegSpec.sli.hdr
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-sli.R
RStoolbox/tests/testthat/test-rasterCVA.R
RStoolbox/tests/testthat/test-ggplot.R
RStoolbox/tests/testthat/test-getMeta.R
RStoolbox/tests/testthat/test-rescaleImage.R
RStoolbox/tests/testthat/test-cloudMask.R
RStoolbox/tests/testthat/test-mlc.R
RStoolbox/tests/testthat/test-getValidation.R
RStoolbox/tests/testthat/test-readEE.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-classifyQA.R
RStoolbox/tests/testthat/test-rasterPCA.R
RStoolbox/tests/testthat/test-panSharpen.R
RStoolbox/tests/testthat/test-unsuperClass.R
RStoolbox/tests/testthat/test-sam.R
RStoolbox/tests/testthat/test-estimateHaze.R
RStoolbox/tests/testthat/test-validateMap.R
RStoolbox/tests/testthat/test-rsOpts.R
RStoolbox/tests/testthat/test-pifMatch.R
RStoolbox/tests/testthat/test-0.R
RStoolbox/tests/testthat/test-saveReadRSTBX.R
RStoolbox/tests/testthat/test-tasseledCap.R
RStoolbox/tests/testthat/test-fCover.R
RStoolbox/tests/testthat/test-topCor.R
RStoolbox/tests/testthat/test-normImage.R
RStoolbox/tests/testthat/test-coregisterImages.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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.