Package: RStoolbox 1.0.0

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_1.0.0.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'))

Peer review:

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

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3

On CRAN:

ggplot2land-cover-mappingremote-sensingspectral-unmixingsupervised-classificationunsupervised-classification

41 exports 258 stars 6.27 score 87 dependencies 14 mentions 948 scripts 1.4k downloads

Last updated 5 months agofrom:e7587e2f9b. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 23 2024
R-4.5-win-x86_64OKAug 23 2024
R-4.5-linux-x86_64OKAug 23 2024
R-4.4-win-x86_64OKAug 23 2024
R-4.4-mac-x86_64OKAug 23 2024
R-4.4-mac-aarch64OKAug 23 2024
R-4.3-win-x86_64OKAug 23 2024
R-4.3-mac-x86_64OKAug 23 2024
R-4.3-mac-aarch64OKAug 23 2024

Exports:%>%classifyQAcloudMaskcloudShadowMaskcoregisterImagesdecodeQAencodeQAestimateHazefCoverfortifySpatRastergetMetagetValidationggRggRGBhistMatchImageMetaDatamesmanormImageoneHotEncodepanSharpenpifMatchradCorrasterCVArasterEntropyrasterPCAreadEEreadMetareadRSTBXreadSLIrescaleImagersOptssamsaveRSTBXspectralIndicesstackMetasuperClasstasseledCaptopCorunsuperClassvalidateMapwriteSLI

Dependencies:caretclassclassIntcliclockcodetoolscolorspacecpp11data.tableDBIdiagramdigestdplyre1071exactextractrfansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6rasterRColorBrewerRcppRcppArmadillorecipesreshape2rlangrparts2scalessfshapespSQUAREMstringistringrsurvivalterratibbletidyrtidyselecttimechangetimeDatetzdbunitsutf8vctrsviridisLitewithrwkXML

Readme and manuals

Help Manual

Help pageTopics
Classify Landsat QA bandsclassifyQA
Simple Cloud DetectioncloudMask
Cloud Shadow Masking for Flat TerraincloudShadowMask
Image to Image Co-Registration based on Mutual InformationcoregisterImages
Decode QA flags to bit-wordsdecodeQA
Encode QA Conditions to IntegersencodeQA
Estimate Image Haze for Dark Object Subtraction (DOS)estimateHaze
Fractional Cover AnalysisfCover
Fortify method for classes from the terra package.fortifySpatRaster
Extract bandwise information from ImageMetaDatagetMeta
Extract validation results from superClass objectsgetValidation
Plot RasterLayers in ggplot with greyscaleggR
Create ggplot2 Raster Plots with RGB from 3 RasterLayersggRGB
Image to Image Contrast MatchinghistMatch
ImageMetaData ClassImageMetaData
Landsat 5TM Example Datalsat
Multiple Endmember Spectral Mixture Analysis (Spectral Unmixing)mesma
Normalize Raster Images: Center and ScalenormImage
One-hot encode a raster or vectoroneHotEncode
Pan Sharpen Imagery / Image FusionpanSharpen
Pseudo-Invariant Features based Image MatchingpifMatch
Predict a raster map based on a unsuperClass model fit.predict.unsuperClass
Radiometric Calibration and CorrectionradCor
Change Vector AnalysisrasterCVA
Multi-layer Pixel EntropyrasterEntropy
Principal Component Analysis for RastersrasterPCA
Tidy import tool for EarthExplorer .csv export filesreadEE
Read Landsat MTL metadata filesreadMeta
Read ENVI spectral librariesreadSLI
Linear Image RescalingrescaleImage
Rlogo as SpatRasterrlogo
Set global options for RStoolboxrsOpts
RStoolbox: A Collection of Remote Sensing ToolsRStoolbox
Spectral Angle Mappersam
Save and Read RStoolbox Classification ResultsreadRSTBX saveRSTBX
Sentinel 2 MSI L2A Scenesen2
Spectral IndicesspectralIndices
SRTM Digital Elevation Modelsrtm
SRTM scene for the sen2 exemplary scenesrtm_sen2
Import separate Landsat files into single stackstackMeta
Supervised ClassificationsuperClass
Tasseled Cap TransformationtasseledCap
Topographic Illumination CorrectiontopCor
Unsupervised ClassificationunsuperClass
Map accuracy assessmentvalidateMap
Write ENVI spectral librarieswriteSLI