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Application of Chemometric Methods Coupled With Vibrational Spectroscopy for the Discrimination of Plant Cultivars and to Predict Physicochemical Properties Using R

Research paper by Aderval S. Luna, Jefferson S. de Gois

Indexed on: 28 Apr '18Published on: 25 Apr '18Published in: Comprehensive Analytical Chemistry



Abstract

Publication date: Available online 3 April 2018 Source:Comprehensive Analytical Chemistry Author(s): Aderval S. Luna, Jefferson S. de Gois This chapter aims to provide a panoramic view of the chemometric techniques applied to plant spectral analysis. It covers multivariate calibration and classification methods, first-order multivariate calibration with particular attention to the data, algorithms, and analytical application. In the field of pattern recognition, it describes the typically used parametric or probabilistic methods including an analytical application for each method explored and a step-by-step procedure explanation. The reader of this chapter can also obtain the datasets and scripts used for data treatment to reproduce the study cases presented.