Characterization of vegetative and grain filling periods of winter wheat by stepwise regression procedure, 1: Vegetative period

Modeling plant growth by mathematical functions is important for understanding plant development and growth. Most of the models of dry matter accumulation in small cereals simulated the period of grain filling while small attention has been devoted to mathematical simulation of vegetative period til...

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Published inGenetika (Beograd) Vol. 43; no. 2
Main Authors Pržulj, N., Institute of Field and Vegetable Crops, Novi Sad (Serbia), Momčilović, V., Institute of Field and Vegetable Crops, Novi Sad (Serbia)
Format Journal Article
LanguageEnglish
Published 2011
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Abstract Modeling plant growth by mathematical functions is important for understanding plant development and growth. Most of the models of dry matter accumulation in small cereals simulated the period of grain filling while small attention has been devoted to mathematical simulation of vegetative period till anthesis. The aim of this research was to determine the most appropriate polynomial non-linear regression for dry matter accumulation till anthesis in winter wheat. Pobeda, a medium early variety, was used as model genotype for this research. A 5-year field data were analyzed by the forward procedure of stepwise regression. Although the procedure requires the maximum power of the polynomial regression to be used, we suggest using a lower power since it is easier for understanding and explanation and it is taking into account literature sources and biological laws. It can be accepted that quadratic regression model appropriately fits the process of dry matter accumulation till anthesis in winter wheat.
AbstractList Modeling plant growth by mathematical functions is important for understanding plant development and growth. Most of the models of dry matter accumulation in small cereals simulated the period of grain filling while small attention has been devoted to mathematical simulation of vegetative period till anthesis. The aim of this research was to determine the most appropriate polynomial non-linear regression for dry matter accumulation till anthesis in winter wheat. Pobeda, a medium early variety, was used as model genotype for this research. A 5-year field data were analyzed by the forward procedure of stepwise regression. Although the procedure requires the maximum power of the polynomial regression to be used, we suggest using a lower power since it is easier for understanding and explanation and it is taking into account literature sources and biological laws. It can be accepted that quadratic regression model appropriately fits the process of dry matter accumulation till anthesis in winter wheat.
Author Pržulj, N., Institute of Field and Vegetable Crops, Novi Sad (Serbia)
Momčilović, V., Institute of Field and Vegetable Crops, Novi Sad (Serbia)
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Snippet Modeling plant growth by mathematical functions is important for understanding plant development and growth. Most of the models of dry matter accumulation in...
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SubjectTerms ANAILISIS DE LA REGRESIAN
ANALYSE DE RAGRESSION
BLA D'HIVER
CONTENIDO DE MATERIA SECA
DRY MATTER
DRY MATTER CONTENT
FLORACIAN
FLORAISON
FLOWERING
http://www.fao.org/aos/agrovoc#c_16095
http://www.fao.org/aos/agrovoc#c_16335
http://www.fao.org/aos/agrovoc#c_2398
http://www.fao.org/aos/agrovoc#c_2992
http://www.fao.org/aos/agrovoc#c_331318
http://www.fao.org/aos/agrovoc#c_8412
PARIODE VAGATATIVE
PERIODO VEGETATIVO
REGRESSION ANALYSIS
TENEUR EN MATIARE SACHE
TRIGO DE INVIERNO
VEGETATIVE PERIOD
WINTER WHEAT
Title Characterization of vegetative and grain filling periods of winter wheat by stepwise regression procedure, 1: Vegetative period
Volume 43
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