4.7 Article

Microscale modelling of fruit tissue using Voronoi tessellations

期刊

COMPUTERS AND ELECTRONICS IN AGRICULTURE
卷 52, 期 1-2, 页码 36-48

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ELSEVIER SCI LTD
DOI: 10.1016/j.compag.2006.01.002

关键词

Voronoi tessellation; multiscale model; gas transport; water transport; microstructure; stochastic geometry

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Microstructural properties are the core in defining and modelling macroscopic properties of fruits. In this regard, realistic microstructures that could be validated against microscopic images of fruit tissues were generated. Microscopic images of tissues of different apple cultivars (Greenstar, Kanzi, Pinova and Cameo) were digitized using an image analysis software program. The geometrical cell structure was described by means of statistical distributions of the cell area, cell aspect ratio and cell orientation. The cell orientation and cell aspect ratio were calculated based on the moments of inertia (area moments) and least-square ellipse fitting, respectively. The statistical geometrical properties of different cultivars were compared. These quantitative descriptors were then used in conjunction with a Poisson Voronoi tessellation algorithm to produce virtual cell tissue with the same statistical properties as the real tissue. The geometrical models will be used in a multiscale modelling approach to investigate water and gas transport in fruits. (c) 2006 Elsevier B.V. All rights reserved.

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