The evolutionary learning algorithm in processing of ecological data, case-study: poplar tree-ring analysis
- H. Beeckman
- K. Vander Mijnsbrugge
Abstract
(1) Tree-rings are a challenge for modern ecological research dealing with 'time' and 'complexity'. (2) Machine learning appears to be an efficient tool to extract knowledge from data sets showing a high degree of complexity. (3) The software package PC/BEAGLE, using the evolutionary learning algorithm, is able to find some high quality rules for Nelder design poplar plantations. (4) Poplar trees growing in thin stands show a strong negative temperature signal. (5) 'Beaupré' trees are almost always more massive than 'Unal' trees, except for the first years after planting in the wider planting distances.
How to Cite:
Beeckman, H. & Vander Mijnsbrugge, K., (1990) “The evolutionary learning algorithm in processing of ecological data, case-study: poplar tree-ring analysis”, Silva Gandavensis 55. doi: https://doi.org/10.21825/sg.v55i0.903
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