Parameter stability of the structural-functional model GREENLAB-Tomato as affected by plant density and biomass data acquisition

Louarn Gaëtan, Dong Q.X., Wang Y.M., Lesluye Aurelien, Barczi Jean-François, De Reffye Philippe. 2007. Parameter stability of the structural-functional model GREENLAB-Tomato as affected by plant density and biomass data acquisition. In : Plant growth modeling and applications. Proceedings PMA06 : The Second International Symposium on plant growth modeling, simulation, visualization and applications, Beijing, China, November 13-17, 2006. Fourcaud Thierry (ed.), Zhang Xiao-Peng (ed.). Institut d'automatique-LIAMA, IEEE. Los Alamitos : IEEE Computer Society, pp. 142-148. ISBN 0-7695-2851-1 International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications (PMA06). 2, Beijing, Chine, 13 November 2006/17 November 2006.

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Abstract : In this study, we assessed the possibility of using the GREENLAB model to quantitatively simulate adaptive responses of tomato plants competing for light. The model was able to reproduce modifications induced by a reduction of plant spacing in dry matter production and in the allocation pattern. However, the analysis of parameter stability showed that some parameters were environment dependent and that an adjustment of model formalisms was required to explicitly represent the plant response. Model parameters also proved to be sensitive to the data acquisition procedure. We confirmed that target files composed of dry matter records lead to parameters that were better indicators of the carbohydrates metabolism at all densities. (Résumé d'auteur)

Mots-clés Agrovoc : Solanum lycopersicum, Modèle de simulation, Modèle mathématique, Lumière du jour, Adaptation, Phénotype, Espacement, Croissance, Biomasse, Morphogénèse

Classification Agris : U10 - Mathematical and statistical methods
F62 - Plant physiology - Growth and development

Auteurs et affiliations

  • Louarn Gaëtan, CAU [China Agricultural University] (CHN)
  • Dong Q.X., CAU [China Agricultural University] (CHN)
  • Wang Y.M., CAU [China Agricultural University] (CHN)
  • Lesluye Aurelien, Institut d'automatique (CHN)
  • Barczi Jean-François, CIRAD-AMIS-UMR AMAP (FRA)
  • De Reffye Philippe, CIRAD-AMIS-UMR AMAP (FRA)

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