NIR calibration and application tools for BUCHI ProxiMate and ProxiScout devices.
Details
This is package version 0.6.5 (Matterhorn2).
This package provides R functions for spectral pre-processing, NIR
model calibration, and reading/writing files for BUCHI ProxiMate and
ProxiScout devices. The calibration algorithms (fit_plsr,
fit_xlsr) and the pre-treatment constructors
(prep_smooth, prep_snv,
prep_resample, prep_derivative) reproduce the
corresponding algorithms in BUCHI NIRWise PLUS (version 1.1.3000.0),
guaranteeing numerical compatibility between models built with this package
and those built in NIRWise PLUS.
The ProxiScout functions for preprocessing are also numerically equivalent to the ones of the "BUCHI Modeller" software. The regression method in te Modeller is teh classical PLS regression, however, the other PLS algorithms implemented in proximetricsR (modified PLS, standard PLS, and XLS) can also be used to generate models for ProxiScout devices.
The functions available for ProxiMate spectral data are:
The functions available for reading generic spectral data files are:
The functions available for spectral pre-processing are:
The functions available for calibrating NIR regression models are:
The functions available for writing ProxiMate files are:
The functions available for reading and editing ProxiMate application files are:
The functions available for ProxiScout devices are:
The functions available for creating plots are:
Other functions:
A typical example dataset for a ProxiMate device can be found in: