Modeling Microfibril Angle of Larch Using Linear Mixed-Effects Models

Abstract:

Article Preview

Earlywood microfibril angle (MFA) was determined at each growth ring from disks at breast height (1.3 m) from 6 dahurian larch (Larix gmelinii. Rupr.) trees grown in northeastern China. Significant variation in microfibril angle was observed among growth rings. MFA at breast height varied from 7.5°to 21.5°between growth rings and showed a descreasing trend from pith to bark for each tree. A second order polynomial equation with linear mixed-effects was used for modeling earlywood MFA. The LME procedure in S-Plus is used to fit the mixed-effects models for the MFA data. The results showed that the polynomial model with three random parameters could significantly improve the model performance. The fitted mixed-effects model was also evaluated using a separate dataset. The mixed model was found to predict MFA better than the original model fitted using ordinary least-squares based on absolute and relative errors.

Info:

Periodical:

Edited by:

Yanwen Wu

Pages:

516-520

DOI:

10.4028/www.scientific.net/AMR.267.516

Citation:

Y. X. Li and L. C. Jiang, "Modeling Microfibril Angle of Larch Using Linear Mixed-Effects Models", Advanced Materials Research, Vol. 267, pp. 516-520, 2011

Online since:

June 2011

Export:

Price:

$35.00

In order to see related information, you need to Login.

In order to see related information, you need to Login.