Estimating the fractal dimension of plants using the two-surface method: An analysis based on 3D-digitized tree foliage

被引:16
|
作者
Boudon, Frederic
Godin, Christophe
Pradal, Christophe
Puech, Olivier
Sinoquet, Herve
机构
[1] INRIA Sophia Antipolis, UMR AMAP, F-34398 Montpellier 5, France
[2] CIRAD, UMR AMAP, F-34398 Montpellier, France
[3] INRA, UMR AMAP, F-34398 Montpellier 5, France
[4] INRA, UBP, UMR PIAF, F-63100 Clermont Ferrand, France
关键词
fractal dimension; two-surface method; box-counting method; plant architecture; foliage distribution; multiscale analysis;
D O I
10.1142/S0218348X06003179
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, we present a method to estimate the fractal dimension of plant foliage in three dimensions (3D). This method is derived from the two-surface method introduced in the 90s to estimate the fractal dimension of tree species from field measurements on collections of trees. Here we adapted the method to individual plants. The multiscale topology and geometry of the plant must first be digitized in 3D. Then leafy branching systems of different sizes are constructed from the plant database, using the topological information. 3D convex envelops are then computed for each leafy branching system. The fractal dimension of the plant is finally estimated by comparing the total leaf area and the convex envelop area of these leafy modules. The method was assessed on a set of four peach trees entirely digitized at shoot scale. Results show that the peach trees have a marked self-similar foliage with fractal dimension close to 2.4.
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页码:149 / 163
页数:15
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