Multivariate analysis of vegetation of the salted lower-cheliff plain, Algeria

  • Adda Ababou Department of Biology, Faculty of Biology and Agronomy, University Hassiba Ben Bouali
  • Mohammed Chouieb Department of Agronomy, Faculty of Science and engineering, University Abd El Hamid Ibn Badis
  • Mohammed Khader Department of Biology, Faculty of Science and earth Sciences, University Mustapha Stambouli
  • Khalladi Mederbal Department of Biology, Faculty of Science and earth Sciences, University Mustapha Stambouli
  • Djamel Saidi Department of Agronomy, Faculty of Biology and Agronomy, University Hassiba Ben Bouali
  • Zineddine Bentayeb Department of Agronomy, Faculty of Biology and Agronomy, University Hassiba Ben Bouali
Keywords: Redundancy analysis, vegetation units, salinity, cartography, lower-Cheliff, Algeria


The main objectives of this study were to identify the edaphic factors that could be related to vegetation distribution in the lower-Cheliff plain (35.750° - 36.125°N, 0.5° - 1°E) one the largest salted plains of northwestern Algeria and to establish the relationships between these soil factors and the main plant communities. Soil and vegetation data were obtained from 133 relevés. Species in Chenopodiaceae and Asteraceae were dominant in the salted plain. Soil variables measured included electrical conductivity, elevation, soil texture, soil structure, organic matter, CaCO3, pH, Ca++, Na+, Cl-, CaMg and color of soil. Multivariate analyses including detrended correspondence analysis (DCA) and redundancy analysis (RDA) were performed to analyze the collected data. The results showed that the vegetation distribution pattern was mainly related to conductivity and elevation. Separation of relevés into groups according to the first two axes of RDA provided four vegetation units, each one composed of several diagnostic species with highly significant fidelity value according to Fisher’s test. The theoretical maps produced by kriging revealed a close relationship between these vegetation units and conductivity.


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Multivariate analysis of vegetation of the salted lower-cheliff plain, Algeria


Abd El-Ghani M.M and Amer W.M. 2003. Soil-vegetation relationships in coastal desert plain of southern Sinai, Egypt. Journal of Arid Environments 55: 607-628.

Alvarez-Rogel J., Alcaraz-Ariza F. and Ortiz-Silla R. 2000. Soil salinity and moisture gradients and plant zonation in Mediterranean salt marshes of Southeast Spain. Wetlands 20:357-372.

Amiri F. and Saadatfar A. 2009. Using ordination method for determination of effective environmental factors on Astragalus parrawinus species establishment in semi-arid regions of Iran. Asian Journal of Plant Sciences 8:11-19.

Besse P. 2001. Pratique de la Modélisation Statistique, Publications du Laboratoire de Statistique et Probabilité. Université Paul Sabatier. Toulouse.

Botella M.A., Rosado A., Bressan R.A. and Hasegawa P.M. 2005. Plant adaptive responses to salinity stress. In: Jenks M.A and Hasegawa P.M. Ed. Plant Abiotic Stress, pp. 38-70, Blackwell Publishing, India.

Braun-Blanquet J. 1928. Pflanzensoziologie. Grundzuge der Vegetationskunde. Springer-Verlag, Wien.

Bruelheide H. 2000. A new measure of fidelity and its application to defining species groups. Journal of Vegetation Science 11:167-178.

Butler R.W. and Wood A.T.A. 2004. A dimensional CLT for noncentral Wilk’s lambda in multivariate analysis. Scandinavian Journal of Statistics 31:585-601.

Caballero J.M., Esteve M.A., Calvo J.F. and Pujol J.A. 1994. Structure of the vegetation of salt steppes of Guadelenitin (Murcia, Spain). Studies in Oecologia 10-11:171-183.

Castillo S., Popma J. and Moreno-Casasola P. 1991. Coastal sand dune vegetation of Tabasco and Campeche. Journal of Vegetation Science 2:73-88.

Chatterjee S. and Price B. 1991. Regression Analysis by Example. John Wiley and Sons, New York.

Chytry M. and Tichy L. 2003. Diagnostic, constant and dominant species of vegetation classes and alliances of the Czech Republic: a statistical revision. Folia-Biologia No 108. Faculty of Sciences natural from University Masarykianae Brunensis. Brno, Czech Republic.

Chytry M., Tichy L., Holt J. and Botta-Dukat Z. 2002. Determination of diagnostic species with statistical fidelity measures. Journal of Vegetation Science 13:79-90.

Comstock J.P. and Ehleringer J.R. 1992. Plant adaptation in the Great Basin and Colorado Plateau. Great Basin Naturalist 52:195-215.

Cook J.G. and Irwin L.L. 1992. Climate-vegetation relationships between the Great Plains and Great Basin. American Midland Naturalist 127: 316-326.

Curtis J.T. 1959. The vegetation of Wisconsin. An ordination of plant communities. University of Wisconsin Press, Madison, Wisconsin.

Erkel-Rousse H. 1995. Détection de la multicolinéarité dans un modèle linéaire ordinaire : quelques éléments pour un usage avertides indicateurs de Belsley, Kuh et Welsh. Revue de statistique appliquée 43:19-42.

Flahault C. and Schroter C. 1910. Rapport sur la nomenclature phytogeographique. Proceedings of the 3rd International Botanical Congress, Brussels 1:131-164.

Flowers T.J. 2004. Improving crop salt tolerance. Journal of Experimental Botany 55:307-319.

Gabriel H.W. and Talbot S.S. 1984. Glossary of landscape and vegetation ecology for Alaska. Alaska Technical Report 10. Bureau of Land Management, Washington, D.C.

Gurevitch J., Scheiner S.M. and Fox G.A. 2006. The Ecology of Plants. Sinauer Associates, Inc., Sunderland.

Hill M.O. and Gauch H.G. 1980. Detrended correspondence analysis, an improved ordination technique. Vegetatio 42:47-58.

Hoveizeh H. 1997. Study of the vegetation cover and ecological characteristics in saline habitats of Hoor-e-Shadegan. Journal of Research and Construction 34:27-31.

Jafari M., Zare Chahoukib M.A., Tavilib A., Azarnivandb H. and Zahedi Amirib Gh. 2004. Effective environmental factors in the distribution of vegetation types in Poshtkouh rangelands of Yazd Province (Iran). Journal of Arid Environments 56: 627-641.

Jongman R.H.G., ter Braak C.J.F. and van Tongeren O.F.R. 1996. Data analysis in community and landscape ecology. Cambridge University Press. Cambridge.

Journel A.G. and Huijbregts C.J. 1978. Mining Geostatistics. Academic Press, San Diego, CA.

Krige D.G. 1951. A statistical approach to some basic mine valuation problems on the Witwatersrand. Journal of the Chemical, Metallurgical and Mining Society of the South Africa 52:119-139.

Legendre P. and Legendre L. 1998. Numerical Ecology. Elsevier. Amsterdam.

Legendre P. and Gallagher E. 2001. Ecologically meaningful transformation for ordination of species data. Oecologia 129:271-280.

Lepš J. and Šmilauer P. 2003. Multivariate analysis of ecological data using CANOCO. Cambridge University Press. Cambridge.

MC Donald and B.N.E.D.E.R. 1990. Etude de l’avant projet détaillé des extensions de Guerouaou et de Sabkhat Benziane et du réaménagement du Bas Cheliff. Bureau National d’Etude pour le Développement Rural. Tome I. Etude du milieu physique 192p.

Maryam H., Ismail S., Alaa, F. and Ahmed R. 1995. Studies on growth and salt regulation in some halophytes as influenced by edaphic and climatic conditions. Pakistani Journal of Botany 27:151-163.

Marques de Sá J.P. 2007. Applied Statistics Using SPSS, STATISTICA, MATLAB and R. Springer-Verlag, Berlin Heidelberg.

Moreno-Casasola P. and Espejel I. 1986. Classification and ordination of coastal sand dune vegetation along the Gulf and Caribbean Sea of Mexico. Vegetatio 66:147-182.

Motzkin G., Eberhardt R., Hall B., Foster D. R., Harrod J. and MacDonald D. 2002. Vegetation variation across Cape Cod,Massachusetts: environmental and historical determinants. Journal of Biogeography 29:1439-1454.

Munns R. 2002. Comparative physiology of salt and water stress. Plant, Cell and Environment 25:239-250.

O’brien R.M. 2007. A caution regarding rules of thumb for variance inflation factors. Quality and Quantity 41:673-690.

Økland R.H. and Eilertsen O. 1994. Canonical correspondence analysis with variation partitioning - some comments and an application. Journal of Vegetation Science 5:117-126.

Orloci L. 1967. An agglomerative method for classification of plant communities. Journal of Ecology 55:193-206.

Papatheodorou E.M. 2008. Responses of soil microbial communities to climatic and human impacts in Mediterranean regions. In: Liu, T. Soil Ecology Research Developments pp. 63-87. Nova Science Publisher, New York.

Parker K. 1991. Topography, substrate, and vegetation patterns in the northern Sonoran Desert. Journal of Biogeography 18:151-163.

Rao C.R. 1995. A review of canonical coordinates and an alternative to correspondence analysis using Hellinger distance. Questiio. 19:23-63.

Schulze E., Beck E. and Muller-Hohenstein K. 2005. Plant ecology. Springer, Berlin.

Skinner W.R., Jefferies R.L., Carleton T.J., Rockwell R.F. and Abraham K.R. 1998. Prediction of reproductive success and failure in lesser snow geese based on early season climatic variables. Global Change Biology. 4:3-16.

okal R.R. and Rohlf F.J. 1995. Biometry. The Principles and Practice of Statistics in Biological Research. W.H. Freeman and Company, New York.

Stein A., van der Meer F. and Gorte B. 2002. Spatial Statistics for Remote Sensing. Kluwer academic publishers, The Netherlands.

ter Braak C.J.F. 1986. Canonical correspondence analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology 67:1167-1179.

ter Braak C.J.F. 1994. Canonical community ordination. Part I: Basic theory and linear methods. Ecoscience 1:127-140.

Trites M. and Bayley S.E. 2009. Vegetation communities in continental boreal wetlands along a salinity gradient: Implications for oil sands mining reclamation. Aquatic Botany 91:27-39.

Ungar I.A. 1968. Species-soil relationships on the great salt plains of northern Oklahoma. American Midland Naturalist 80:392-406.

van der Maarel E. 1975. The Braun-Blanquet approach in perspective.Vegetatio 30:213-219.

Westhoff V. and van der Maarel E. 1973. The Braun-Blanquet approach.In: Whittaker R.H. Ed. Ordination and Classification of Plant Communities pp. 617-737. Dr. W. Junk Publiser, The Hague.

Whittaker R.H. 1962. Classification of natural communities. The Botanical Review 28:1-239.

Zahran M.A., Abu Ziada M.E., El-Demerdash M.A. and Khedr A.A. 1989. A note on the vegetation on islands in lake Manzala,Egypt. Vegetation 85:83-88.

Zhu J.K. 2003. Regulation of ion homeostasis under salt stress.Current Opinion in Plant Biology 6:441-445.

Zuur A.K., Ieno E.N. and Smith G.M. Eds. 2007. Analysing Ecological Data. Springer, New York.

How to Cite
Ababou, A., Chouieb, M., Khader, M., Mederbal, K., Saidi, D., & Bentayeb, Z. (2019). Multivariate analysis of vegetation of the salted lower-cheliff plain, Algeria. Botanical Sciences, 85, 59-69.