Raman.train: Raman.train: Raman Spectroscopy on Fish Oil

In thoree/stat340: Data and functions for BIAS at NMBU

Raman.train: Raman Spectroscopy on Fish Oil

Description

This data set contains Raman spectra for 30 salmon oil samples extracted from farmed salmon, Salmo salar. The Iodine number, which is connected to the degree of unsaturation in the fatty acids, is reported.

Usage

Raman.train

Format

A data frame with 30 observations (rows) and 2264 variables (columns).

	Column name	Data type	Description	Values
[,1]	Iodine_number	numeric	Indicator for unsaturation in the fatty acids	(147.8026 - 169.9538)
[,2:2264]	RSdata1...RSdata2263	numeric	Raman spectroscopy data	(-0.00348022 - 0.1074767)

Details

The wavelengths used in the Raman spectroscopy were -20 cm^{-1} – 3450 cm^{-1}. Wavelengths before 790 cm^{-1} and after 3050 cm^{-1} are not included in this data.

The Raman data with a total of 45 observations was split into this training data with 30 observations and a test data set with the remaining 15 observations.

References

Liland, K.H., Almøy, T., Mevik, B., et al. (2010) Optimal Choice of Baseline Correction for Multivariate Calibration of Spectra. History of Science, 64, 245 - 278.

See Also

Raman.test

Examples

# Dimensions of the object
dim(Raman.train)

# A short summary of some of the variables
summary(Raman.train[, 1:6])

thoree/stat340 documentation built on June 30, 2024, 4:04 p.m.