Title of article :
Application of elliptic Fourier analysis in understanding leaf shape characters of Anthurium
Author/Authors :
Calacat, Jona C. B. Department of Biological Sciences - College of Science and Mathematics - Mindanao State University, Iligan City, Lanao del Norte, Philippines , Torres, Mark A. J. Department of Biological Sciences - College of Science and Mathematics - Mindanao State University, Iligan City, Lanao del Norte, Philippines , Demayo, Cesar G. Department of Biological Sciences - College of Science and Mathematics - Mindanao State University, Iligan City, Lanao del Norte, Philippines
Abstract :
The neotropical genus Anthurium is the largest and possibly the most complex genus of the
Araceae. Conservative estimates suggest that a total of 600-800 species exist worldwide; and
undoubtedly, many of these have not yet been described. The genus is taxonomically difficult, exhibiting
considerable morphological plasticity in most structures and ordinary brief descriptions are without much
value. Also, aroid systematists in general, and those applying numerical methods in particular, frequently
use ratios to express the shape of the leaves and spathe in order to standardize for size. However, ratios
may have undesirable statistical properties and do not accurately represent continuous shape differences
in the leaves of these plants. In this study, however, advances in image analysis and geometric
morphometric techniques were applied to discriminate between thirteen varieties of Anthurium and one
outgroup, Spathiphylum commutatum; and to allow for complete and uniform quantitative descriptions
for more accurate comparisons of the plants. To do this, full-color digital pictures of the leaves of the
aroid plants were converted into binary images using an image processing and analysis software. Then,
the contours of the leaves were summarized as chain-codes that were later converted into elliptic Fourier
coefficients (equivalent to 20 harmonic modes). These coefficients were used as shape descriptors that
were employed to automatically reconstruct and produce line drawings of the leaves. Principal
component analysis of these elliptic Fourier descriptors revealed a total of 8 principal components that
are associated with 8 independent shape characteristics. Results also showed that most of the variations
described by the first principal component (PC1) could be attributed to differences in the shapes of the
sinus between the posterior lobes on the base of the leaves (parabolic, hippocrepiform and spathulate).
On the other hand, PC2 is associated with the leaf-aspect ratio and could be used to group varieties into
those that have wide ovate (cordiform), narrow triangular-ovate, triangular-ovate, and ovate leaves.
Principal components 3, 5, 6, 7 and 8 describe asymmetries in the shapes of the leaves while PC4
differentiates the varieties and species based on the extent and breadth of the posterior lobes. Further
analysis using Kruskal-Wallis (non-parametric ANOVA) revealed that the variations defined by the first
seven principal components are statistically significant (P<0.001). Decomposition of the symmetric and
asymmetric components of leaf shape variation revealed that among the varieties and species studied,
the leaves of the ‘kaumana’ variant are more asymmetrical when compared to the ‘flamingo’ variant.
Cluster analysis was also employed on the elliptic Fourier coefficients to determine the systematic
relationships of the ariod plants. The results of this study suggest that geometric morphometric analysis
should be included among the tools used by taxonomists to objectively quantify and compare the shapes
of two-dimensional structures such as the leaves of aroid plants.
Keywords :
Anthurium , elliptic Fourier coefficients , Principal Component analysis , dendrogram
Journal title :
Astroparticle Physics