Agronomy Journal Journal of Natural Resources and Life Sciences Education
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


This Article
Right arrow Figures Only
Right arrow Full Text Free
Right arrow Full Text (PDF) Free
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (6)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Valente, M. E.
Right arrow Articles by Tabacco, E.
Right arrow Search for Related Content
PubMed
Right arrow Articles by Valente, M. E.
Right arrow Articles by Tabacco, E.
Agricola
Right arrow Articles by Valente, M. E.
Right arrow Articles by Tabacco, E.
Related Collections
Right arrow Crop Growth and Development
Right arrow Other Forage Crops
Right arrow Plant Analysis
Agronomy Journal 92:967-973 (2000)
© 2000 American Society of Agronomy

FORAGES

Codified Morphological Stage for Predicting Digestibility of Italian Ryegrass during the Spring Cycle

Maria Eugenia Valentea, Giorgio Borreanib, Pier Giorgio Peirettia and Ernesto Tabaccob

a Centro di Studio per l'Alimentazione degli Animali in Produzione Zootecnica, CNR, Torino, Italy
b Dep. Agronomia, Selvicoltura e Gestione del Territorio, Univ. of Turin, via Leonardo da Vinci 44, 10095 Grugliasco, Turin, Italy. The work is attributable in equal part to the authors

borreani{at}agraria.unito.it

A precise prediction of changes in digestibility of grasses during the growth cycle would allow targeting of harvests to desired levels of nutritive composition to meet specific animal requirements. In this study, regression analysis was used to formulate and test prediction equations for organic matter digestibility (OMD) of standing crops of Italian ryegrass (Lolium multiflorum Lam.) with codified morphological stage, canopy age, growing degree days (GDD), and N fertilization as independent variables. The field study was conducted for 7 yr with six Italian ryegrass cultivars, diversified for ploidy and earliness, grown in the western Po Valley (Italy). Nitrogen fertilizer was applied at various rates as top dressing. Sequential harvesting from early vegetative to full flowering provided herbage samples varying in age and stage of development. The 0–400 classification system that was used to evaluate the morphological stage included four primary stages: vegetative, elongation, inflorescence emergence, and flowering. The OMD decreased from 928 to 576 g kg-1 OM, as the herbage aged. All cultivars responded in the same way during the whole growth cycle. Morphological stage was a better predictor of OMD than GDD or age in days, with a higher r2 (0.88) and a lower root mean square error (28.0 g kg-1 OM). Nitrogen fertilization slightly decreased digestibility. The developed equation tested on an independent set of farm scale data showed that this codified morphological stage system can provide a rapid and easy estimate of Italian ryegrass digestibility in the field.

Abbreviations: GDD, growing degree days • GE, gross energy • JDAYS, age in days from 1 January • NF, nitrogen top dressing fertilization • NP, organic nitrogen fertilization on the preceding maize crop • OM, organic matter • OMD, organic matter digestibility • RMSE, root mean square error • STAGE, codified morphological stage • TLIT, total hours of above-horizon sunlight




This article has been cited by other articles:


Home page
Agron. J.Home page
G. Borreani, P. P. Roggero, L. Sulas, and M. E. Valente
Quantifying Morphological Stage to Predict the Nutritive Value in Sulla (Hedysarum coronarium L.)
Agron. J., November 1, 2003; 95(6): 1608 - 1617.
[Abstract] [Full Text] [PDF]




HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
The SCI Journals Crop Science Vadose Zone Journal
Journal of Natural Resources
and Life Sciences Education
Soil Science Society of America Journal
Journal of Plant Registrations Journal of
Environmental Quality
The Plant Genome
Copyright © 2000 by the American Society of Agronomy.