Development of Near-Infrared Reflectance Spectroscopy Models for Quantitative Determination of Water-Soluble Carbohydrate Content in Wheat Stem and Glume

2011 ◽  
Vol 44 (15) ◽  
pp. 2478-2490 ◽  
Author(s):  
Zhenghang Wang ◽  
Xiulin Liu ◽  
Runzhi Li ◽  
Xiaoping Chang ◽  
Ruilian Jing
Keyword(s):  
Quantitative Determination ◽  
Near Infrared ◽  
Reflectance Spectroscopy ◽  
Water Soluble ◽  
Soluble Carbohydrate ◽  
Infrared Reflectance ◽  
Near Infrared Reflectance Spectroscopy ◽  
Near Infrared Reflectance ◽  
Water Soluble Carbohydrate

The distribution of errors associated with genotype and environment during the prediction of the water-soluble carbohydrate concentration of perennial ryegrass cultivars using near infrared reflectance spectroscopy

2000 ◽  
Vol 51 (4) ◽  
pp. 481 ◽  
Author(s):  
K. F. Smith ◽  
G. A. Kearney
Keyword(s):  
Perennial Ryegrass ◽  
Near Infrared ◽  
Reflectance Spectroscopy ◽  
Water Soluble ◽  
Soluble Carbohydrate ◽  
Infrared Reflectance ◽  
Near Infrared Reflectance Spectroscopy ◽  
Near Infrared Reflectance ◽  
Infrared Reflectance Spectroscopy ◽  
Water Soluble Carbohydrate

Significant deviations associated with site or cultivars within sites were detected in 4 of 6 independent near infrared reflectance spectroscopy (NIRS) calibrations developed to predict water-soluble carbohydrate (WSC) concentrations in perennial ryegrass herbage harvested from 2 sites. These effects were observed both when calibration subsets were selected on the basis of spectral characteristics, and when calibration sets were balanced with respect to a priori knowledge of the structure of the data set. However, there were also instances when non-random deviations were not significant, demonstrating that it was possible to develop broadly based NIRS calibrations to predict WSC in perennial ryegrass. Deviations between NIRS predictions and reference values should be monitored, with reference to the structure of the experiment from which the samples were derived, before NIRS estimates of WSC concentration are used in agronomy or plant breeding.

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