1993
DOI: 10.2307/3235592
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Comparing three classification strategies for use in ecology

Abstract: Abstract. We compare three common types of clustering algorithms for use with community data. TWINSPAN is divisive hierarchical, flexible‐UPGMA is agglomerative and hierarchical, and ALOC is non‐hierarchical. A balanced design six‐factor model was used to generate 480 data sets of known characteristics. Recovery of the embedded clusters suggests that both flexible UPGMA and ALOC are significantly better than TWINSPAN. No significant difference existed between flexible UPGMA and ALOC.

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Cited by 139 publications
(96 citation statements)
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“…Foi analisada a similaridade florística entre as fitofisionomias, por meio de classificação aglomerativa das parcelas pelo método de médias aritméticas (Unweighted Pair Groups Method using Arithmetic Averages -UPGMA), com o uso do coeficiente de similaridade de Jaccard (JAMES; MCCULLOCH, 1990;BELBIN;MCDONALD, 1993;BALDUINO et al, 2005), pela fórmula a seguir.…”
Section: Methodsunclassified
“…Foi analisada a similaridade florística entre as fitofisionomias, por meio de classificação aglomerativa das parcelas pelo método de médias aritméticas (Unweighted Pair Groups Method using Arithmetic Averages -UPGMA), com o uso do coeficiente de similaridade de Jaccard (JAMES; MCCULLOCH, 1990;BELBIN;MCDONALD, 1993;BALDUINO et al, 2005), pela fórmula a seguir.…”
Section: Methodsunclassified
“…The objective of DCA in this research was to determine more precisely the relationship between the pollen in the surface sample data and the taxa within the surrounding vegetation. Although the program has a weakness in the analysis of two equally strong gradients (Van Groenewoud, 1992 ;Belbis & McDonald, 1993), it has proved to be successful for hypothesis generation (Birks & Gordon, 1985). For example, output from the ordination can be interpreted in terms of a causal factor; in our case this factor is how representative of the surrounding taxa is the pollen in surface sediments.…”
Section: Establishing a Modern Pollen-vegetation Relationshipmentioning
confidence: 99%
“…in both cases pseudospecies cut levels 0, 2, 5, 10 and 20 were used. One of the problems with TWiNSPAN classification is the assumption of a strong gradient that dominates the data structure and the failure to identify secondary gradients (van Groenewoud, 1992;Belbin & McDonald, 1993). However, for the present case we expected that each transect reflects the strong underlying aquatic-terrestrial gradient and that each group represents a portion of the local zonation pattern on the particular transitional zone.…”
Section: Study Sitementioning
confidence: 88%