El análisis de componentes principales de tablas florísticas de presencia-ausencia como herramienta para análisis de gradientes ambientales. Un estudio de caso en la Quebrada de Vaquerías (Valle Hermoso, Córdoba)

Authors

  • Carlos Montaña Instituto de Ecología. Apartado Postal 18-845, 11800 México, DF, México.
  • Exequiel Ezcurra Instituto de Ecología. Apartado Postal 18-845, 11800 México, DF, México.

Abstract

The vegetation of the Quebrada de Vaquerias (Chaquean Phytogeographic Province, Chaco Serrano District) was estudied by Principal Components Analysis on data of 50 stands distributed along a complex environiental gradient. The results show the influence of aspect and altitude on the distribution of the vegetation. The analysis indicate that presence - absence data are more efficient than quantitative data in describing vegelational change in communities with a high 13-diversity. First axis stand scores of the non-centered analysis were highly correlated with site diversity. Axes 2, 3 and 4 of the non- centered analysis were .similar to aces 1, 2, and 3 of the centered procedure. An ANOVA showed that (a) the first of these axes is strongly associated with aspect, (b) the second floristic axis is strongly associated with the altitude vahies on llte S-SE slopes; and (c) the third florislic axis is associated with attitudinal variation on the N-NW slopes. For the last two cases, a .stepwise multiple regression analysis showed that che foro of the response is linear. Die analysis of the species-loading showed that inosl species with high loading, coincide with the diagnostic species singled by a phylosociological tabular analysis. The properties of principal components analysis when applied to presence-absence data are discussed from these results.

References

Austin, M.P. e 1. Noy-Meir. 1971. The problem of non-linearity in ordination: experiments with two gradient models. J. Eco]. 59:763-773.

Canfield, R.H. 1941. Application of the line-interception method in sampling range vegetation. Forestry 39:388- 394.

Ezcurra, E. 1978. Principal Component Analysis of the Understory Vegetation at Treborth Woods: The Effect of Data Tranformations. Magister in Scientia Dissertation. University of Wales, 100 pág.

Gauch, H.G. 1982. Multivariate Analysis in Community Ecology. Cambridge University Press, 298 pág.

Greig Smith, P. 1982. Quantitative Plant Ecology. 3rd. Edition Blackwell Scientific Plubications, 288 pág.

Montaña, C. 1975. Observaciones sobre la vegetación de la quebrada de Vaquerías, Valle I ermoso, Córdoba. Seminario II, Carrera Doctorado. Universidad Nacional de Córdoba, 28 pág.

Montaña. C. y E. Ezcurra. 1982. Aplicación de algunos métodos de clasificación numérica al estudio de ta vegetación de ta quebrada de Vaquerías (Valle Hermoso, Córdoba). Ecología 7:145-160

Noy-Meir, I. 1971. Multivariate analysis of semi-arid vegetation in southeastern Australia: nodal ordination by component analysis. Proc. Ecol. Soc. Australia 6:159-193.

Noy-Meir, 1., 1973. Data transformation in ecological ordination. 1. Some advantages of non-centring. .h. Ecol. 61:329-341.

Noy-meir, h. y M.P. Austin. 1970. Principal component ordination and simulated vegetation data. Ecology 51:551-552. Snedecor, G.W. y W.G. Cochran. 1967. Statiscal Methods. Iowa State University Press, 593 pág.

van Groenewoud. H. 1976. Theoretical considerations on the covariation of plant species along ecological gradients with regard to multivariate analysis. J. Ecol. 64:837-847.

Whittaker, 11.H, y H.G. Gauch. 1973. Evaluation of ordination techniques. Pág. 287-321. En: Whittaker, R.H. (Ed.). Ordinations and Classifications of Communities. Dr. W. Junk, The Hague, 737 pág.

Williams, W. T.. 1976x. Ordination: Principal Component Analysis. pág. 47-58. En: Williams, W.T. (Ed.). Pattern Analysis in Agricultural Science. CSIRO - EIsevier. Australia 331 pág.

Williams. W.T. 1976b. Pattern analysis and statistics. pág 130-136. En: Williams, W.T. (Ed.). Pattern Analysis in Agricultural Science. CSIRO - EIsevier Company. Australia, 331 prig.

Published

1991-12-01

How to Cite

Montaña, C., & Ezcurra, E. (1991). El análisis de componentes principales de tablas florísticas de presencia-ausencia como herramienta para análisis de gradientes ambientales. Un estudio de caso en la Quebrada de Vaquerías (Valle Hermoso, Córdoba). Ecología Austral, 1(1), 056–069. Retrieved from https://ojs.ecologiaaustral.com.ar/index.php/Ecologia_Austral/article/view/1750

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Articles