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RStoolbox (version 0.1.1)

Tools for Remote Sensing Data Analysis

Description

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

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Version

Install

install.packages('RStoolbox')

Monthly Downloads

2,552

Version

0.1.1

License

GPL (>= 3)

Issues

27

Pull Requests

2

Stars

279

Forks

82

Maintainer

Benjamin Leutner

Last Published

September 8th, 2015

Functions in RStoolbox (0.1.1)

ggR

Plot RasterLayers in ggplot with greyscale
rsOpts

Set global options for RStoolbox
panSharpen

Pan Sharpen Imagery / Image Fusion
coregisterImages

Image to Image Co-Registration based on Mutual Information
RStoolbox

RStoolbox: A Collection of Remote Sensing Tools
fortify.raster

Fortify method for classes from the raster package.
readMeta

Read Landsat MTL metadata files
estimateHaze

Estimate Image Haze for Dark Object Subtraction (DOS)
cloudMask

Simple Cloud Detection
normImage

Normalize Raster Images: Center and Scale
rasterCVA

Change Vector Analysis
ggRGB

Create ggplot2 Raster Plots with RGB from 3 RasterLayers
ImageMetaData

ImageMetaData Class
getMeta

Extract bandwise information from ImageMetaData
topCor

Topographic Illumination Correction
tasseledCap

Tasseled Cap Transformation
rlogo

Rlogo as RasterBrick
rasterPCA

Principal Component Analysis for Rasters
spectralIndices

Spectral indices
histMatch

Image to Image Contrast Matching
saveRSTBX

Save and Read RStoolbox Classification Results
readSLI

Read ENVI spectral libraries
rasterEntropy

Multi-layer Pixel Entropy
readEE

Tidy import tool for EarthExplorer .csv export files
encodeQA

Encode QA Conditions to Integers
sam

Spectral Angle Mapper
unsuperClass

Unsupervised Classification
rescaleImage

Linear image rescaling
srtm

SRTM Digital Elevation Model
cloudShadowMask

Cloud Shadow Masking for Flat Terrain
superClass

Supervised Classification
pifMatch

Pseudo-Invariant Features based Image Matching
decodeQA

Decode QA flags to bit-words
fCover

Fractional Cover Analysis
writeSLI

Write ENVI spectral libraries
lsat

Landsat 5TM Example Data
classifyQA

Classify Landsat8 QA Band
radCor

Radiometric Calibration and Correction
stackMeta

Import separate Landsat files into single stack