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RStoolbox (version 0.1.3)

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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Install

install.packages('RStoolbox')

Monthly Downloads

2,079

Version

0.1.3

License

GPL (>= 3)

Issues

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Repository

https://github.com/bleutner/RStoolbox

Homepage

http://bleutner.github.io/RStoolbox

Maintainer

Benjamin Leutner

Last Published

November 28th, 2015

Functions in RStoolbox (0.1.3)

Image to Image Contrast Matching

cloudShadowMask

Cloud Shadow Masking for Flat Terrain

Simple Cloud Detection

Create ggplot2 Raster Plots with RGB from 3 RasterLayers

Decode QA flags to bit-words

Estimate Image Haze for Dark Object Subtraction (DOS)

coregisterImages

Image to Image Co-Registration based on Mutual Information

Encode QA Conditions to Integers

Fractional Cover Analysis

RStoolbox: A Collection of Remote Sensing Tools

Plot RasterLayers in ggplot with greyscale

Pseudo-Invariant Features based Image Matching

spectralIndices

Spectral Indices

ImageMetaData Class

Linear image rescaling

predict.superClass

Predict a raster map based on a superClass model fit.

Topographic Illumination Correction

Import separate Landsat files into single stack

Save and Read RStoolbox Classification Results

Set global options for RStoolbox

Landsat 5TM Example Data

Normalize Raster Images: Center and Scale

Read Landsat MTL metadata files

Write ENVI spectral libraries

Spectral Angle Mapper

Principal Component Analysis for Rasters

Multi-layer Pixel Entropy

Classify Landsat8 QA Band

Unsupervised Classification

Tasseled Cap Transformation

Extract bandwise information from ImageMetaData

Tidy import tool for EarthExplorer .csv export files

Supervised Classification

Radiometric Calibration and Correction

Read ENVI spectral libraries

Fortify method for classes from the raster package.

Change Vector Analysis

Rlogo as RasterBrick

Pan Sharpen Imagery / Image Fusion

SRTM Digital Elevation Model