Remote Sensing Data Analysis

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Documentation for package ‘RStoolbox’ version 0.4.0

Help Pages

classifyQA Classify Landsat QA bands
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
fortifySpatRaster Fortify method for classes from the terra 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
mesma Multiple Endmember Spectral Mixture Analysis (Spectral Unmixing)
normImage Normalize Raster Images: Center and Scale
oneHotEncode One-hot encode a raster or vector
panSharpen Pan Sharpen Imagery / Image Fusion
pifMatch Pseudo-Invariant Features based Image Matching
predict.unsuperClass Predict a raster map based on a unsuperClass 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
readRSTBX Save and Read RStoolbox Classification Results
readSLI Read ENVI spectral libraries
rescaleImage Linear Image Rescaling
rlogo Rlogo as SpatRaster
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