Collembolan communities in a peat bog versus surrounding forest analyzed by using self-organizing map

Ecological Modelling

Volumn 203, Issue 1-2, 2007, Pages 9-17

  Lek Ang, Sithan ^a   Park, Young Seuk ^b   Ait Mouloud, Salah ^c   Deharveng, Louis ^d  

^a CNRS   (France)

^b Kyung Hee University   (South Korea)

^c UNIVERSITÉ MOULOUD MAMMERI   (Algeria)

^d MUSÉUM NATIONAL D'HISTOIRE NATURELLE   (France)

Author keywords

Biodiversity; Collembolan community; Ecotone; High land; Peat bog; Self organizing map (SOM)

Indexed keywords

BIODIVERSITY; DATA REDUCTION; SELF ORGANIZING MAPS;

BIODIVERSITY CONSERVATION; COLLEMBOLAN COMMUNITY; ECOTONE; PEAT BOG;

FORESTRY;

BIODIVERSITY; COMMUNITY COMPOSITION; FOREST; HETEROGENEITY; INSECT; PEATLAND;

BIODIVERSITY; COMPUTATION; DATA PROCESSING; FORESTRY;

EURASIA; EUROPE; FRANCE; PYRENEES; WESTERN EUROPE;

SPHAGNUM;

EID: 34147190728     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2006.01.007     Document Type: Article

References (27)

1. Argyropoulou M.D., Asikidis M.D., Iatrou G.D., and Stamou G.P. Colonization patterns of decomposing litter in a maquis ecosystem. Eur. J. Soil Biol. 29 (1993) 183-191
2. Baker J., French K., and Whelan R.J. The edge effect and ecotonal species: bird communities across a natural edge in southeastern Australia. Ecology 83 (2002) 3048-3059
3. Boudjema G., Julien J.M., Sarkar S., and Cancela Da Fonseca J.P. Etude par analyse statistique multilinéaire de l'impact des facteurs physico-chimiques sur l'abondance des Microarthropodes édaphiques d'une forêt de mousson en Inde orientale. Rev. Ecol. Biol. Sol. 28 (1991) 303-322
4. Cassagnau P. Ecologie du sol dans les Pyrénées centrales: le biocénoses de Collemboles (1961), Hermann, Paris
5. Céréghino R., Giraudel J.L., and Compin A. Spatial analysis of stream invertebrates distribution in the Adour-Garonne drainage basin (France), using Kohonen self organising maps. Ecol. Model. 146 (2001) 167-180
6. Chon T.S., Park Y.S., Moon K.H., and Cha E.Y. Patternizing communities by using an artificial neural network. Ecol. Model. 90 (1996) 69-78
7. Deharveng L., and Lek S. High diversity and community permeability: the riparian Collembola (Insecta) of Pyrenean massif. Hydrobiologia 312 (1995) 59-74
8. Gibert J. Ecologie d'un système karstique Jurassien. Mémoires de Biospéologie 13 (1986) 1-377
9. Gisin H. Ökologie und Lebensgemeinschaften der Collembolen im Schweizerischen Exkursionsgebiet Basels. Revue suise Zool 50 (1943) 131-224
10. Haarlov, N., 1960. Microarthropods from Danish soils. Ecology, phenology. Oikos, suppl. 3, pp. 1-176.
11. In: Jongman R.H.G., ter Braak C.J.F., and van Tongerenm O.F.R. (Eds). Data Analysis in Community and Landscape Ecology (1995), Cambridge University Press, Cambridge
12. Kenkel N.C., and Orloci L. Applying metric and nonmetric multidimensional scaling to ecological studies: some new results. Ecology 67 (1986) 919-928
13. Kohonen T. Self-organized formation of topologically correct feature maps. Biol. Cybern. 43 (1982) 59-69
14. Kohonen T. Self-Organizing Maps. third ed. (2001), Springer, Berlin
15. Legendre P., and Legendre L. Numerical Ecology (1998), Elsevier, Amsterdam
16. In: Lek S., and Guégan J.F. (Eds). Artificial Neuronal Networks: Application to Ecology and Evolution (2000), Springer, Berlin
17. Lek-Ang S., and Deharveng L. Seasonal variations of Collembola (Hexapoda) assemblages in damp riparian habitats. Arch. Hydrobio. 153 (2002) 635-655
18. Linnaniemi W.M.(A.). Die Apterygotenfauna Finlands. I. Allgemeiner Teil. Acta Soc. Sci. Fen 34 (1907) 1-134
19. Obach M., Wagner R., Werner H., and Schmidt H.-H. Modelling population dynamics of aquatic insects with artificial neural networks. Ecol. Model. 146 (2001) 207-217
20. Odum E.P. Fundamentals of Ecology. third ed. (1971), Saunders Press, Philadelphia
21. Park Y.-S., Céréghino R., Compin A., and Lek S. Applications of artificial neural networks for patterning and predicting aquatic insect species richness in running waters. Ecol. Model. 160 (2003) 265-280
22. Park Y.-S., Chon T.-S., Kwak I.S., Kim J.-K., and Jørgensen S.E. Implementation of artificial neural networks in patterning and prediction of exergy in response to temporal dynamics of benthic macroinvertebrate communities in streams. Ecol. Model. 146 (2001) 143-157
23. Park Y.-S., Chang J., Lek S., Cao W., and Brosse S. Conservation strategies for endemic fish species threatened by the Three Gorges Dam. Conserv. Biol. 17 (2003) 1748-1758
24. Park Y.-S., Chon T.-S., Kwak I.-S., and Lek S. Hierarchical community classification and assessment of aquatic ecosystems using artificial neural networks. Sci. Total Environ. 327 (2004) 105-122
25. Ponge J.F. Biocenose of Collembola in Atlantic temperate grass-woodland ecosystems. Pedobiologia 37 (1993) 223-244
26. In: Recknagel F. (Ed). Ecological Informatics: Understanding Ecology by Biologically-Inspired Computation (2003), Springer, Berlin
27. Walker S., Wilson J.B., Steel J.B.I., Rapson G.L., Smith B., King W.M., and Cottam Y.H. Properties of ecotones: evidence from five ecotones objectively determined from a coastal vegetation gradient. J. Vegetation Sci. 14 (2003) 579-590