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Landscapes Forest and Global Change - ESA - Escola Superior ...

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C. Palaghianu 2010. The use of Voronoi tessellation to characterize sapling populations<br />

83<br />

Figure 3: APA coefficient of variation values exceed the higher limits of 95% confidence envelope<br />

4. Discussion<br />

The results indicated that saplings APA have poor relationships with biometrical attributes. The<br />

reason might be the fact that APA takes into account only sapling position <strong>and</strong> no other<br />

biometrical feature. There is a solution - the generation of Voronoi weighted diagram in respect<br />

to some biometric parameter. VORONOI software has the capability to generate such diagrams.<br />

Still, there is one problem because it’s very difficult to compute the area of the resulted cells.<br />

In saplings population APA can be described as a low performance indicator of competition<br />

because there is no relation to height growth <strong>and</strong> there are low intensity correlations with<br />

competition indices. There might be a possibility to use APA in competition analyses in<br />

combination with other attributes, but not as a st<strong>and</strong>-alone indicator. However, one important<br />

aspect in assessing competition is that the non-weighted diagrams are the best mathematical<br />

solution to establish the neighbours of a sapling or tree. So APA might be used as a criterion for<br />

selecting neighbours. APA coefficient of variation is a straight-forward indicator with positive<br />

results as an indicator of spatial pattern. The significance of this indicator might be evaluated by<br />

comparing the results with the values of a confidence envelope.<br />

APA in sapling populations is a complex <strong>and</strong> useful tool for characterizing population structure<br />

regarding spatial distribution, but seems more suited to mature trees.<br />

I hope the development of software tools VORONOI <strong>and</strong> ARIA VORONOI will simplify <strong>and</strong><br />

support further studies.<br />

References<br />

Bella, I.E., 1971. A new competition model for individual trees, <strong>Forest</strong> Science, 17: 364–372.<br />

Brown, G.S., 1965, Point density in stems per acre, New Zeal<strong>and</strong> <strong>Forest</strong>ry Service Research<br />

Notes, 38: 1-11.<br />

Clark, P. J., Evans, F. C.1954. Distance to nearest neighbour as a measure of spatial<br />

relationships in populations. Journal of Ecology, 35: 445-453.<br />

<strong>Forest</strong> <strong>L<strong>and</strong>scapes</strong> <strong>and</strong> <strong>Global</strong> <strong>Change</strong>-New Frontiers in Management, Conservation <strong>and</strong> Restoration. Proceedings of the IUFRO L<strong>and</strong>scape Ecology<br />

Working Group International Conference, September 21-27, 2010, Bragança, Portugal. J.C. Azevedo, M. Feliciano, J. Castro & M.A. Pinto (eds.)<br />

2010, Instituto Politécnico de Bragança, Bragança, Portugal.

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