hyperSpec

create a new hyperspectral object with the hyperSpec package in R

Create a new hyperspectral object

Import csv matrix from PTIR Studio

Method for importing to R csv matrix from mIRage device

Map of the Integral (Interpolated) with Annotations

Integral Map with Annotations

Histogram from the map

Calculating and ploting the histogram of the pixel values extracted from the map. Works for intensites, integrals, ratioes, shifts, etc.

Animate spectra from csv file

Preparing animated gif showing sequence of spectra from subsequent columns

Export matrix with PC or cluster number to csv

Data matrix export to txt file

Ploting FTIR spectrum with ggplot2 - clean theme

ggplot2 - setting clean theme for spectra plot

Removing Spectra outside mean ± n SD

Removing Spectra outside selected range

Define your own colours in R part 1

Define your own colours in R part 1

Import MCA data from Amptek detector (SRIXE)

Function to import MCA data to R Environment

Hierarchical Cluster Analysis of Spectra in R

Hierarchical Cluster Analysis of Spectra in R

Subset data.frame with subset command

Using subset command to subset data.frame

Group names extracted from filenames

Group names extracted from filenames as factors

Import DPT Opus (FTIR Imaging) FPA

Import DPT (data point table) Opus (FTIR Imaging) FPA

Import spectra from text matrix

Import csv matrix with wavenumbers in the first column

Import multiple txt files (folder) to single hyperSpec object

Import multiple txt files to single hyperSpec object with timestamps extracted from filenames

Function to find spectral peak shift

Defining and using function to find spectral peak shift

Calculate the number and percentage of spectra in each cluster

Calculating the number and percentage of pixels with spectra in each cluster

Subsetting hyperspectral object

Subsetting hyperspectral object: partial spectral range, spectra selected by indices, spectra from one group (name based selection) etc.

All Spectra with manual colours

Ploting all spectra from one hyperSpec object with colours set manually

Vector Normalization

Vector normalization of all spectra

Import ENVI file to R

Import ENVI file (exported chemical map from Bruker Opus) to hyperSpec object