CORN DENSITY-MEASUREMENT BY NEAR-INFRARED TRANSMITTANCE

Citation
J. Siska et Cr. Hurburgh, CORN DENSITY-MEASUREMENT BY NEAR-INFRARED TRANSMITTANCE, Transactions of the ASAE, 38(6), 1995, pp. 1821-1824
Citations number
21
Categorie Soggetti
Engineering,Agriculture,"Agriculture Soil Science
Journal title
ISSN journal
00012351
Volume
38
Issue
6
Year of publication
1995
Pages
1821 - 1824
Database
ISI
SICI code
0001-2351(1995)38:6<1821:CDBNT>2.0.ZU;2-Y
Abstract
A corn density calibration was developed for a near-infrared transmitt ance instrument (Infratec 1225). The calibration sample set included 9 6 corn samples grown in various locations of the United States. Sample s were selected by principal component analysis (PCA) from a larger se t of 410 samples, representing the 1986 through 1992 crop years. Sampl es for instrument and temperature stabilization were included in the c alibration. The partial least squares calibration was then validated w ith 35 randomly selected samples not in the calibration sample set. Wi th 14 PCA factors, the standard error of calibration was 0.0173 g/cm(3 ), and the standard error of prediction was 0.0164 g/cm(3). Fourteen f actors were required because the first 12 reflected the physical corre lations of density to protein and density to starch. This calibration gives the Infratec analyzer capability to measure moisture, protein, o il, starch, and density simultaneously on an unground sample.