Self-organizing feature map (neural networks) as a tool in classification of the relations between chemical composition of aquatic bryophytes and types of streambeds in the Tatra national park in Poland

Chemosphere

Volumn 67, Issue 5, 2007, Pages 954-960

  Samecka Cymerman, A ^a   Stankiewicz, A ^a   Kolon, K ^a   Kempers, A J ^b  

^a UNIVERSITY OF WROC AW   (Poland)

^b RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

Author keywords

Bioindication; Fontinalis antipyretica; Heavy metal; Platyhypnidium riparioides; Scapania undulata

Indexed keywords

BIODIVERSITY; BIOMARKERS; CONCENTRATION (PROCESS); HEAVY METALS; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS;

BIOINDICATION; FONTINALIS ANTIPYRETICA; PLATYHYPNIDIUM RIPARIOIDES; SCAPANIA UNDULATA;

WATER POLLUTION;

ALUMINUM; BERYLLIUM; CADMIUM; CALCIUM; CHROMIUM; COBALT; COPPER; IRON; LEAD; MAGNESIUM; MANGANESE; NICKEL; POTASSIUM; ZINC;

BIODIVERSITY; BIOMARKERS; CONCENTRATION (PROCESS); HEAVY METALS; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS; WATER POLLUTION;

AQUATIC PLANT; BIOINDICATOR; BRYOPHYTE; CHEMICAL COMPOSITION; CLASSIFICATION; HEAVY METAL; NETWORK ANALYSIS; ORDINATION; PRINCIPAL COMPONENT ANALYSIS; STREAM BED;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MONITORING; CHEMICAL COMPOSITION; ENVIRONMENTAL MONITORING; FONTINALIS ANTIPYRETICA; MOSS; NATIONAL PARK; NONHUMAN; PLATYHYPNIDIUM RIPARIOIDES; POLAND; PRINCIPAL COMPONENT ANALYSIS; SCAPNIA UNDULATA; STREAM (RIVER); WATER QUALITY;

CARPATHIANS; CENTRAL EUROPE; EURASIA; EUROPE; SLOVAKIA; TATRA MOUNTAINS; TATRAS NATIONAL PARK;

BRYOPHYTES; FONTINALIS ANTIPYRETICA; PLATYHYPNIDIUM RIPARIOIDES; SCAPANIA UNDULATA;

EID: 33846329092     PISSN: 00456535     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemosphere.2006.11.001     Document Type: Article

References (25)

1. 2+ accumulation capacities and biochemical stress response of two Fontinalis species. Sci. Tot. Environ. 345 (2005) 13-21
2. Bytnerowicz A., Badea O., Barbu I., Fleischer P., Fraczek W., Gancz V., Godzik B., Grodzinska K., Grodzki W., Karnosky D., Koren M., Krywult M., Krzan Z., Longauer R., Mankovska B., Manning W.J., McManus M., Musselman R.C., Novotny J., Popescu F., Postelnicu D., Prus-Glowacki W., Skawinski P., Skiba S., Szaro R., Tamas S., and Vasile C. New international long-term ecological research on air pollution effects on the Carpathian mountain forests, Central Europe. Environ. Int. 29 (2003) 367-376
3. Carballeira A., and López J. Physiological and statistical methods to identify background levels of metals in aquatic bryophytes: dependence on lithology. J. Environ. Qual. 26 (1997) 980-988
4. Carballeira A., Vázquez M.D., and López J. Biomonitoring of sporadic acidification of rivers on the basis of release of preloaded cadmium from the aquatic bryophyte Fontinalis antipyretica Hedw. Environ. Pollut. 111 (2001) 95-106
5. Croisetiére L., Hare L., Tessier A., and Duchesne S. Modelling cadmium exchange by an aquatic moss (Fontinalis dalecarlica). Environ. Sci. Technol. 39 (2005) 3056-3060
6. Gonçalves E.P., and Boaventura R.A.R. Uptake and release kinetics of copper by the aquatic moss Fontinalis antipyretica. Water Res. 32 (1998) 1305-1313
7. 137Cs contamination in streams and rivers-a field study from central southern Norway. J. Environ. Radioactiv. 60 (2002) 139-147
8. Janák M., O'Brien P.J., Hurai V., and Reutel C. Metamorphic evolution and fluid composition of garnet-clinopyroxene amphibolites from the Tatra mountains, Western Carpathians. Lithos 39 (1996) 57-79
9. Johansson L. Detection of metal contamination along a small river through transplantation of the aquatic moss Fontinalis antipyretica. Aqua Fenn. 25 (1995) 49-55
10. Kohonen T. Self-organizing Maps (1995), Springer, Berlin, Heidelberg, New York
11. Kabata-Pendias A. Trace Elements in Soils and Plants (2001), CRC Press, Boca Raton
12. Legendre P., and Legendre L. Numerical Ecology (1998), Elsevier, Amsterdam
13. Nimis P.L., Fumagalli F., Bizzotto A., Codogno M., and Skert N. Bryophytes as indicators of trace metals pollution in the river Brenta (NE Italy). Sci. Tot. Environ. 286 (2002) 233-242
14. Ruhling A., and Tyler G. Changes in the atmospheric deposition of minor and rare elements between 1975 and 2000 in south Sweden, as measured by moss analysis. Environ. Pollut. 131 (2004) 417-423
15. Ryka, W., Rygiel, W., 1987. Katalog analiz chemicznych skal i mineralow Polski [Catalogue of chemical analyses of rocks and minerals of Poland]. Wydawnictwa Geologiczne, Warszawa (in Polish).
16. Samecka-Cymerman A., Kempers A.J., and Kolon K. Concentrations of heavy metals in aquatic bryophytes used for biomonitoring in rhyolite and trachybasalt areas: a case study with Platyhypnidium rusciforme from the Sudety Mountains. Ann. Bot. Fenn. 37 (2000) 95-104
17. Samecka-Cymerman A., Kolon K., and Kempers A.J. Comparison of native and transplanted Fontinalis antipyretica Hedw. as biomonitors of water polluted with heavy metals. Sci. Total Environ. 341 (2005) 97-107
18. Say P.J., and Whitton B.A. Accumulation of heavy metals by aquatic mosses 1: Fontinalis antipyretica Hedw. Hydrobiologia 100 (1983) 245-260
19. Siebert A., Bruns I., Krauss G.J., Miersch J., and Markert B. The use of the aquatic moss Fontinalis antipyretica L. ex Hedw. as a bioindicator for heavy metals. Sci. Tot. Environ. 177 (1996) 137-144
20. Sokal R.R., and Rohlf F.J. Biometry. The Principles and Practice of Statistics in Biological Research (2003), Freeman and Company
21. StatSoft, STATISTICA 2005. (data analysis software system), version 7.1, 2005. www.statsoft.com.
22. Thiebaut G., Vanderpoorten A., Guerold F., Boudot J.P., and Muller S. Bryological patterns and streamwater acidification in the Vosges mountains (N.E.France): an analysis tool for the survey of acidification processes. Chemosphere 36 (1998) 1275-1289
23. Tremp H. Submerged bryophytes in running waters, ecological characteristics and their use in biomonitoring. Environ. Sci. Forum. 96 (1999) 233-242
24. Vuori K.M., Siren O., and Luotonen H. Metal contamination of streams in relation to catchment silvicultural practices: a comparative study in Finnish and Russian headwaters. Boreal Environ. Res. 8 (2003) 61-70
25. Zar H. Biostatistical Analysis (1999), Prentice Hall, Upper Saddle River, NJ