| Autor: | Giovanni Zurlini, Luigi Grossi, Orazio Rossi |
|---|---|
| Rok vydání: | 2001 |
| Předmět: |
Statistics and Probability
business.industry Pattern recognition Vegetation Classification of discontinuities Fractal analysis Linear regression Statistics Artificial intelligence Statistics Probability and Uncertainty Segmented regression Scale (map) business Scaling General Environmental Science Statistical hypothesis testing |
| Zdroj: | Environmental and Ecological Statistics. 8:253-267 |
| ISSN: | 1352-8505 |
| DOI: | 10.1023/a:1011391608285 |
| Popis: | Detection of discontinuities in landscape patterns is a crucial problem both in ecology and in environmental sciences since they may indicate substantial scale changes in generating and maintaining processes of landscape patches. This paper presents a statistical procedure for detecting distinct scales of pattern for irregular patch mosaics using fractal analysis. The method suggested is based on a piecewise regression model given by fitting different regression lines to different ranges of patches ordered according to patch size (area). Proper shift-points, where discontinuities occur, are then identified by means of an iterative procedure. Further statistical tests are applied in order to verify the statistical significance of the best models selected. Compared to the method proposed by Krummel et al. (1987), the procedure described here is not influenced by subjective choices of initial parameters. The procedure was applied to landscape pattern analysis of irregular patch mosaics (CORINE biotopes) of a watershed within the Map of the Italian Nature Project. Results for three different CORINE patch types are herein presented revealing different scaling properties with special pattern organizations linked to ecological traits of vegetation communities and human disturbance. |
| Databáze: | OpenAIRE |
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