Title :
Assessment of the Role of initial conditions in the setting of heterogeneity of functional Traits in a population of oilseed rape plants
Author :
Mathieu, Alessandro ; Jullien, A. ; Ney, B. ; Allirand, J. ; Rui Qi
Author_Institution :
UMR EGC INRA, AgroParisTech, Thiverval-Grignon, France
fDate :
Oct. 31 2012-Nov. 3 2012
Abstract :
Individual plant models have been developed in recent years to satisfy different objectives. However most of them focus on average plant and do not integrate the variability observed in cultivated fields. Population scale models are often based on very simplified representation of the plant, and most of them remain theoretical. The objective of this work is to use an experimental design to select the main variables driving plant growth in order to use them as key factors in a plant population scale model. Destructive and non-destructive measurements were carried out from February to June. Measured variables are commonly used in such models. In our experimental conditions, local density has little impact on model outputs. On the contrary, the plant initial size is highly correlated to final height, dry mass and number of ramifications. This result confirms that variability within the field is very dependent on plant development at the first stages.
Keywords :
agriculture; crops; cultivated field; dry mass; functional trait; heterogeneity setting; local density; nondestructive measurement; oilseed rape plant population; plant development; plant final height; plant growth; plant initial size; plant model; plant population scale model; plant representation; ramification number; distribution; heterogeneity; oilseed rape; plant model; plant population;
Conference_Titel :
Plant Growth Modeling, Simulation, Visualization and Applications (PMA), 2012 IEEE Fourth International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0067-4
DOI :
10.1109/PMA.2012.6524846