Hostname: page-component-78c5997874-g7gxr Total loading time: 0 Render date: 2024-11-10T11:16:11.215Z Has data issue: false hasContentIssue false

Spatio-temporal patterns of fish assemblages in coastal West African rivers: a self-organizing map approach

Published online by Cambridge University Press:  07 February 2007

Félix Koffi Konan
Affiliation:
Laboratoire Environnement et Biologie aquatique UFR-SGE, Université d'Abobo-Adjamé, BP 801 Abidjan 02, Ivory Coast
Fabien Leprieur
Affiliation:
Laboratoire Dynamique de la Biodiversité, UMR 5172, CNRS – Université Paul Sabatier, 118 route de Narbonne, 31062 Toulouse Cedex 4, France
Allassane Ouattara
Affiliation:
Laboratoire Environnement et Biologie aquatique UFR-SGE, Université d'Abobo-Adjamé, BP 801 Abidjan 02, Ivory Coast
Sébastien Brosse
Affiliation:
Laboratoire Dynamique de la Biodiversité, UMR 5172, CNRS – Université Paul Sabatier, 118 route de Narbonne, 31062 Toulouse Cedex 4, France
Gaël Grenouillet
Affiliation:
Laboratoire Dynamique de la Biodiversité, UMR 5172, CNRS – Université Paul Sabatier, 118 route de Narbonne, 31062 Toulouse Cedex 4, France
Germain Gourène
Affiliation:
Laboratoire Environnement et Biologie aquatique UFR-SGE, Université d'Abobo-Adjamé, BP 801 Abidjan 02, Ivory Coast
Peter Winterton
Affiliation:
Laboratoire Dynamique de la Biodiversité, UMR 5172, CNRS – Université Paul Sabatier, 118 route de Narbonne, 31062 Toulouse Cedex 4, France
Sovan Lek
Affiliation:
Laboratoire Dynamique de la Biodiversité, UMR 5172, CNRS – Université Paul Sabatier, 118 route de Narbonne, 31062 Toulouse Cedex 4, France
Get access

Abstract

We investigated spatio-temporal patterns of fish assemblages in four small coastal rivers in South-East Ivory Coast. The samples were collected between July 2003 and March 2005 at 8 sampling sites (2 per river: 1 upstream and 1 downstream). A total of 59 fish species belonging to 39 genera, 23 families and 11 orders were captured. Perciforms (30% of the families and 33% of the species), followed by Siluriforms (22% and 22%), Osteoglossiforms (13% and 17%), Characiforms (9% and 10%) and Pleuronectiforms (9% and 3%) were the most abundant orders. Among the families sampled, Cichlidae (20% of the species), Mormyridae (13%), Clariidae (10%), Cyprinidae (10%) and Characidae (8%) were largely represented. Among the 59 fish species captured, we identified fifteen marine/brackish species and two introduced species. To analyse patterns of fish assemblages, we used a non-linear clustering technique, the self-organizing map (SOM). Using SOM, samples were classified into 4 clusters, mainly related to the spatial location of the sampling sites. Except for the distance from the source of the river, environmental variables (width, depth, current velocity) did not show a clear distribution gradient on the SOM map. This pattern was explained by the abundance of estuarine/marine species (i.e. 25% of the species) characterizing the lower course of the rivers studied. Such a distribution of estuarine/marine species colonizing the lower and middle course of the rivers was explained by the absence of dams and contrasts with the patterns observed in more fragmented rivers of Ivory Coast. Therefore, we suggest that these small streams should be preserved in order to permit estuarine/marine species to migrate between streams and the Aby lagoon, thus allowing their large distribution and their reproduction in favourable habitats. We suggest particular attention be given to the Soumié River basin which represents the only preserved stream ecosystem within the Bia River basin.

Type
Research Article
Copyright
© EDP Sciences, IFREMER, IRD, 2007

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Adite, A., Van Thielen, R., 1995, Ecology and fish catches in natural lakes of Benin, West Africa. Environ. Biol. Fish. 43, 381391. CrossRef
Albaret, J.J., Legendre, M., 1985, Biologie et écologie des Mugilidae en lagune Ebrié (Côte d'Ivoire) : Intérêt potentiel pour l'aquaculture lagunaire. Rev. Hydrobiol. Trop. 18, 281303.
Albaret J.J., 1994, Les poissons : biologie et peuplements. In: Durand J.R., Dufour P., Zabi, S. G.F. (Eds.) Environnement et ressources aquatiques de Côte d'ivoire, Tome II Les milieux lagunaires. Abidjan, ORSTOM, pp. 239–279.
Alhoniemi E., Himberg J., Parhankangas J., Vesanto J., 2005, SOM Toolbox, version 2.0 beta, a software library for Matlab 5 implementing the Self-Organizing Map algorithm. [oneline] http://www.cis.hut.fi/projects/somtoolbox/
Allan J.D., 1995, Stream ecology: structure and function of running water. Chapman and Hall, London.
Bénech V., Durand J. R., Quensière J., 1983, Fish communities of Lake Chad and associated rivers and floodplains. In: Carmouze J.P., Durand J.R., Lévêque C. (Eds.) Lake Chad. Ecology and productivity of a shallow tropical ecosystem, Monographiae Biologicae (53), La Haye, W. Junk, pp. 293–356.
Bengen, D., Lim, P., Beland, A., 1992, Qualité des eaux de trois bras morts de la Garonne : variabilité spatio-temporelle. Rev. Sci. Eau 5, 131156.
Brosse, S., Giraudel, J.L., Lek, S., 2001, Utilisation of non-supervised neural networks and principal component analysis to study fish assemblages. Ecol. Model. 146, 159166. CrossRef
Bruslé J., 1981, Sexuality and biology of reproduction in grey mullets. In: Oren O. H. (Ed.) Aquaculture of grey mullets, New York, Cambridge Univ. Press, pp. 99–154.
Cao, Y., Williams, D.D., Williams, N.E., 1998, How important are rare species in aquatic community ecology and bioassessment. Limnol. Oceanogr. 43, 14031409. CrossRef
Chon, T.S., Park, Y.S., Moon, M.H., Cha, E.Y., 1996, Patternizing communities by using an artificial neural network. Ecol. Model. 90, 6978. CrossRef
Clavero, M., García-Berthou, E., 2005, Invasive species are a leading cause of animal extinctions. Trends Ecol. Evol. 20, 110. CrossRef
Crisman T.L., Chapman T.L., Chapman C.A, Kaufman L.S., 2003, Conservation, ecology and management of African freshwaters. Gainesville, Florida, University Press of Florida.
Da Costa K.S., 2003, Structure des peuplements, déterminisme de la diversité spécifique de l'ichtyofaune et pratique durable de la pêche dans quelques hydrosystèmes africains : cas des bassins Agnébi et Bia, et de 13 petits barrages du Nord de la Côte d'Ivoire. Thèse de doctorat, Université d'Abobo-Adjamé, Côte d'Ivoire.
Da Costa, K.S., Gourène, G., Tito De Morais, L., Van Den Audenaerde, D. F. E. T., 2000, Caractérisation des peuplements ichtyologiques de deux fleuves côtiers ouest-africains soumis à des aménagements hydroagricoles et hydroélectriques. Vie Milieu 50, 6577.
Daget J., Iltis A., 1965, Poissons de Côte d'Ivoire (eaux douces et saumâtres). Dakar, Édition IFAN Inst. Fr.Afr. Noire.
Diouf P.S., Kebe M., Le Reste L., Bousso T., Diadhiou H.D., Gaye A.B., 1991, Plan d'action forestier. Pêche et aquaculture continentales. CRODT, FAO, ministère du développement et de l'hydraulique, Vol. I.
Foofy, G.M., 1999, Applications of self-organizing feature map neural net work in community data analysis. Ecol. Model. 120, 97107.
Froese R., Pauly D. (Eds.), 2006, FishBase. World Wide Web electronic publication. www.fishbase.org, version (11/2005).
Giraudel, J.L., Lek, S., 2001, A comparison of self-organizing map algorithm and some conventional statistical methods for ecological community ordination. Ecol. Model. 146, 329339. CrossRef
Gourène, G., Teugels, G.G., Hugueny, B., Thys Van Den Audenaerde, D.F.E., 1999, Evaluation de la diversité ichtyologique d'un bassin ouest africain après la construction d'un barrage. Cybium 23, 147160.
Hugueny, B., 1990, Richesse des peuplements de poissons dans le Niandan (haut Niger, Afrique) en fonction de la taille de la rivière et de la diversité du milieu. Rev. Hydrobiol. Trop. 23, 351364.
Hugueny, B., Camara, S., Samoura, B., Magassouba, M., 1996, Applying an index of biotic integrity based on fish assemblage in West African river. Hydrobiologia 331, 7178. CrossRef
Ibarra, A.A., Park, Y.S., Brosse, S., Reyjol, Y., Lim, P., Lek, S., 2005, Nested patterns of spatial diversity relealed for fish assemblages in a west European river. Ecol. Freshw. Fish. 14, 233242. CrossRef
Kamdem-Toham, A., Teugels, G.G., 1998, Diversity of fish assemblages in the Lower Ntem River Basin (Cameroon), with notes on potential effect of deforestation. Arch. Hydrobiol. 141, 421446. CrossRef
Kenkel, N.C., Orloci, L., 1986, Applying metric and nonmetric multidimensional scaling to ecological studies: some new results. Ecology 67, 919928. CrossRef
Kohonen T., 2001, Self-Organizing Maps. 3rd edition, Berlin, Germany, Springer-Verlag.
Konan K.F., 2002, Variation spatio-temporelle des populations et peuplements de poissons de trois bassins du Sud-Est ivoirien (Tanoé-Ehania-Soumié). Pre-doctoral report, Abobo-Adjamé University, Ivory Coast.
Koné, T., Teugels, G.G., N'Douba, V., Gooré Bi, G., Kouamelan, E.P., 2003a, Premières données sur l'inventaire et la distribution de l'ichtyofaune d'un petit bassin côtier ouest africain : rivière Gô (Côte d'Ivoire). Cybium 27, 101106.
Koné, T., Teugels, G.G., N'Douba, V., Kouamelan, E.P., Gooré Bi, G., 2003b, Fish assemblages in relation to environmental gradients along a small west African coastal bassin, the San Pedro River, Ivory Coast. Afr. J. Aquat. Sci. 28, 163168. CrossRef
Kouamélan, E.P., Teugels, G.G., N'Douba, V., Gooré Bi, G., Koné, T., 2003, Fish diversity and its relationships with environmental variables in a West African basin. Hydrobiologia 505, 139146. CrossRef
Legendre P., Legendre L., 1998, Numerical ecology. 2nd English edition. Elsevier Science BV, Amsterdam.
Lek S., Giraudel J.L., Guégan J.F., 2000, Neuronal networks: algorithms and architectures for ecologists and evolutionary ecologists. In: Lek, S., Guégan J.F. (Eds.) Artificial Neuronal Networks: Application to Ecology and Evolution. Berlin, Springer-Verlag, pp. 3–27.
Lenat, D.R., Resh, V.H., 2001, Taxonomy and stream ecology – the benefits of genus-and species-level identifications. J. North Am. Benthol. Soc. 20, 287298. CrossRef
Leprieur, F., Hickey, M., Arbuckle, C.J., Closs, P.G., Brosse, S., Townsend, C.R., 2006, Hydrological disturbance benefits a native fish at the expense of an exotic fish in a New Zealand stream. J. Appl. Ecol. 43, 930939. CrossRef
Lévêque C., Paguy D., Teugels G.G. (Eds.), 1990, Faune des poissons d'eaux douces et saumâtres de l'Afrique de l'Ouest. Tome I. Faune tropicale, XXVIII, MRAC-Tervuren / ORSTOM-Paris.
Lévêque, C., Paugy, D., Teugels, G.G., 1991, Annotated checklist of the freshwater fishes of the Nilo-Sudan river bassin in Africa. Rev. Hydrobiol. Trop. 24, 131154.
Lévêque C., Paguy D., Teugels G.G. (Eds.), 1992, Faune des poissons d'eaux douces et saumâtres de l'Afrique de l'ouest. Tome II. Faune tropicale, XXVIII, MRAC-Tervuren / ORSTOM-Paris, pp. 385–902.
Lévêque C., 1996, Ecosystèmes aquatiques. Paris, Éditions Hachette, 158p.
Lévêque C., Bruton M.N., Ssentongo G.W. (Eds.), 1998, Biology and ecology of African freshwater fishes. Bondy, ORSTOM. Lévêque C., Paugy D. (Eds), 1999, Peuplement des cours d'eau et des biotopes associés. In: Les poissons des eaux continentales africaines : Diversité, écologie, utilisation par l'homme, Paris, IRD, pp. 283–294.
Lowe-McConnell R.H., 1987, Ecological study in tropical fish communities. Cambridge University Press, Tropical Biology series.
Matthews W.J., 1998, Patterns in freshwater fish ecology. New York, Chapman and Hall, Second Printing by Kluwer Academic Press.
Park, Y.S., Cereghino, R., Compin, A., Lek, S., 2003, Applications of artificial neural networks for patterning and predicting aquatic insect species richness in running waters. Ecol. Model. 160, 265280. CrossRef
Paugy D., Lévêque C., 1999, L'échantillonnage des peuplements de poissons. In: Lévêque C., Paugy D. (Eds.) Les poissons des eaux continentales africaines : diversité, écologie, utilisation par l'homme, Paris, Editions de l'IRD, pp. 227–236.
Pillay T.V.R., 1965, Report to the Government of Nigeria on investigations of the possibility of brackish water fish culture in the Niger Delta. FOA/UN Rep. FAO/EPTA.
Pouyaud L., 1994, Génétique des populations de tilapias d'intérêt aquacole en Afrique de l'Ouest. Relations phylogénétiques et structurations populationnelles. Univ. Montpellier, Ph.D. dissertation.
Przybylski, M., 1993, Longitudinal pattern in fish assemblages in the upper Warta river, Polsk. Arch. Hydrobiol. 126, 499512.
Reyjol Y., Fischer P., Lek S., Rösch R., Eckmann R., 2005, Studying the spatiotemporal variation of the littoral fish community in a large prealpine lake, using self-organizing map. Can. J. Fish. Aquat. Sci. 62, 2294–2302.
Teugels G.G., Lévêque C., Paugy D., Traoré K., 1988, Etat des connaissances sur la faune ichtyologique des bassins côtiers de la Côte d'Ivoire et de l'ouest du Ghana. Rev. Hydrobiol. Trop. 21, 221–237.
Tejerina-Garro, F.L., Maldonado, M., Ibanez, C., Pont, D., Roset, N., Oberdorff, 2005, Effects of natural and anthropogenic environmental changes on riverine fish assemblages: a framework for ecological assessment of rivers. Braz. Arch. Biol. Technol. 48, 91108. CrossRef
Tison, J., Park, Y.S., Coste, M., Delmas, F., Giraudel, J.L., 2004, Use of unsupervised neural networks for eco-regional zonation of hydrosystems through diatom communities: case study of Adour-Garonne watershed (France). Arch. Hydrobiol. 159, 409422. CrossRef
Tito de Morais, L., Lauzanne, L., 1994, Zonation longitudinale des peuplements ichtyologiques avant la mise en eau de la retenue de Petit-Saut (Guyane française). Rev. Hydrobiol. Trop. 27, 467483.
Vannote, R.L., Minshall, G.W., Cummins, K.W., Sedell, J.R., Cushing, C.E., 1980, The river continuum concept. Can. J. Fish. Aquat. Sci. 37, 130137. CrossRef
Vesanto, J., Alhoniemi, E., 2000, Clustering of the self-organizing map. IEEE Trans.Neural Networks 11, 586600. CrossRef
Zar J.H., 1999, Biostatistical Analysis. 4nd Edition, NJ Prentice Hall.