Towards a 3D virtual fruit model integrating fruit architecture and physiology

Mikolaj Cieslak 1, 2 Michel Génard 1 Samir Kenouche 3 Christophe Goze-Bac 4 Christophe Godin 2, 5 Nadia Bertin 1
2 VIRTUAL PLANTS - Modeling plant morphogenesis at different scales, from genes to phenotype
CRISAM - Inria Sophia Antipolis - Méditerranée , INRA - Institut National de la Recherche Agronomique, Centre de coopération internationale en recherche agronomique pour le développement [CIRAD] : UMR51
3 Spectroscopie et Imagerie RMN
LCVN - Laboratoire des colloïdes, verres et nanomatériaux
Abstract : Understanding the controlling factors of fruit quality development is challenging, because fruit quality is the result of the interplay between physical and physiological processes that are under the control of genes and the environment. Although process-based models have been used to make significant progress in understanding these factors, they to a large extent ignore the shape and internal structure of the fruit. To help investigate effects of fruit shape and internal structure on quality, the aim of this work is to create a 3D virtual fruit model that integrates fruit structure and function with growth governed by environmental inputs. For this purpose, we are creating a modelling pipeline that includes the following steps: creation of a 3D volumetric mesh of the internal and external fruit structure, calculation of the fruit?s physical properties from the resulting mesh, and integration of aspects of fruit physiology into the 3D structure. We have applied this pipeline to study tomato fruit (Solanum lycopersicum) by constructing 3D volumetric meshes from two images of perpendicular fruit slices and from MRI data, and integrating water and carbon transport processes into one of these meshes. To illustrate the tomato model, we performed a simulation of one season?s of the fruit?s growth, and compared the results with an already published process-based tomato fruit model. The results of the two models were in general agreement, but our model provided additional information on the internal properties of the fruit, such as a gradient in sugar concentration. Once the model is calibrated and evaluated, our approach will be suitable for studying the effects of internal fruit heterogeneity and overall shape on fruit quality development.
Type de document :
Communication dans un congrès
9th International Symposium on Modelling in Fruit Research and Orchard Management, 2011, Saint-Jean-sur-Richelieu, Canada. 2011
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https://hal.inria.fr/hal-00828859
Contributeur : Christophe Godin <>
Soumis le : vendredi 31 mai 2013 - 16:27:39
Dernière modification le : samedi 27 janvier 2018 - 01:32:16

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  • HAL Id : hal-00828859, version 1

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Mikolaj Cieslak, Michel Génard, Samir Kenouche, Christophe Goze-Bac, Christophe Godin, et al.. Towards a 3D virtual fruit model integrating fruit architecture and physiology. 9th International Symposium on Modelling in Fruit Research and Orchard Management, 2011, Saint-Jean-sur-Richelieu, Canada. 2011. 〈hal-00828859〉

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