On the Effect of Calibration and the Accuracy of NIR Spectroscopy with High Levels of Noise in the Reference Values

Author:

Aastveit Are Halvor1,Marum Petter1

Affiliation:

1. Department of Mathematical Sciences, Agricultural University of Norway, Box 35, 1432 Aas-NLH, Norway (A.H.A.); and State Agricultural Experimental Station Laken, 2942 Volbu, Norway (P.M.)

Abstract

In modern forage breeding the use of near-infrared reflectance spectroscopy is becoming more and more common for estimating quality parameters such as In Vitro Dry Matter Digestibility (IVDMD) and protein. In this paper a systematic study of the method is made and compared with the conventional method described by Tilley and Terry (1963). The results show that there is good agreement between the method based on the NIRS technique and the conventional method. However, compared with the conventional method, the NIRS method gives much more stable and repeatable results (STD = 1.24 for the conventional method, but STD = 0.30 for the NIRS-based method). A new calibration was done after some small modifications on the equipment were carried out. The result of the IVDMD calculated by use of the NIRS method after the new calibration gave some bias and a larger standard deviation (STD = 0.40), as compared to results for the original analysis. The results are, however, still much more stable than those for the conventional method.

Publisher

SAGE Publications

Subject

Spectroscopy,Instrumentation

Reference7 articles.

1. A TWO-STAGE TECHNIQUE FOR THE IN VITRO DIGESTION OF FORAGE CROPS

2. Templeton W. C.Jr., Shenk J. S., Norris K. H., Fissel G. W., Marten G. C., Elgin J. H. and Westerhaus M. O, in Proceedings of the 14th International Grasslands Congress (Westview Press, Boulder, Colorado, 1983), pp. 528–533.

3. Genetic variations and inheritance of quantitative characters in two populations of meadow fescue (Festuca pratensis, Huds.) and their hybrid

4. Genetic Variability for Cell Wall Constituents and Associated Quality Traits in Reed Canarygrass 1

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3