Microscale modelling of fruit tissue using Voronoi tessellations

被引:45
|
作者
Mebatsion, H. K.
Verboven, P.
Verlinden, B. E.
Ho, Q. T.
Nguyen, T. A.
Nicolaï, B. M.
机构
[1] Katholieke Univ Leuven, BIOSYST MeBioS, Res Grp Postharvest Technol, B-3001 Louvain, Belgium
[2] Lab Postharvest Technol, Flanders Ctr, B-3001 Louvain, Belgium
关键词
Voronoi tessellation; multiscale model; gas transport; water transport; microstructure; stochastic geometry;
D O I
10.1016/j.compag.2006.01.002
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
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.
引用
收藏
页码:36 / 48
页数:13
相关论文
共 50 条
  • [1] Microscale modelling of the deformation of a martensitic steel using the Voronoi tessellation method
    Sun, Fengwei
    Meade, Edward D.
    O'Dowd, Noel P.
    JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2018, 113 : 35 - 55
  • [2] Coloured Voronoi tessellations for Bayesian image analysis and reservoir modelling
    Moller, Jesper
    Skare, Oivind
    STATISTICAL MODELLING, 2001, 1 (03) : 213 - 232
  • [3] Finding galaxy clusters using Voronoi tessellations
    Ramella, M
    Boschin, W
    Fadda, D
    Nonino, M
    ASTRONOMY & ASTROPHYSICS, 2001, 368 (03) : 776 - 786
  • [4] 3-D Microscale Modelling of Gas Diffusion in Fruit Tissue
    Ho, Q. T.
    Verboven, P.
    Mebatsion, H. K.
    Vandewalle, S.
    Verlinden, B. E.
    Nicolai, B. M.
    III INTERNATIONAL CONFERENCE POSTHARVEST UNLIMITED 2008, 2010, 858 : 479 - 484
  • [5] Numerical modelling of a field soil desiccation test using a cohesive fracture model with Voronoi tessellations
    Y. L. Gui
    W. Hu
    Z. Y. Zhao
    X. Zhu
    Acta Geotechnica, 2018, 13 : 87 - 102
  • [6] Numerical modelling of a field soil desiccation test using a cohesive fracture model with Voronoi tessellations
    Gui, Y. L.
    Hu, W.
    Zhao, Z. Y.
    Zhu, X.
    ACTA GEOTECHNICA, 2018, 13 (01) : 87 - 102
  • [7] Multiple particle tracking in PEPT using Voronoi tessellations
    Blakemore, D. M.
    Govender, I
    McBride, A. T.
    Mainza, A. N.
    CHEMICAL ENGINEERING SCIENCE, 2019, 207 : 780 - 789
  • [8] Markovian milestoning with Voronoi tessellations
    Vanden-Eijnden, Eric
    Venturoli, Maddalena
    JOURNAL OF CHEMICAL PHYSICS, 2009, 130 (19):
  • [9] PERIODIC CENTROIDAL VORONOI TESSELLATIONS
    Zhang, Jingyan
    Emelianenko, Maria
    Du, Qiang
    INTERNATIONAL JOURNAL OF NUMERICAL ANALYSIS AND MODELING, 2012, 9 (04) : 950 - 969
  • [10] Mahalanobis centroidal Voronoi tessellations
    Richter, Ronald
    Alexa, Marc
    COMPUTERS & GRAPHICS-UK, 2015, 46 : 48 - 54