Skip to main content
Log in

Definition and Number of Subsamples for Using Mosses as Biomonitors of Airborne Trace Elements

  • Published:
Archives of Environmental Contamination and Toxicology Aims and scope Submit manuscript

Abstract

We collected 50 subsamples of the moss Scleropodium purum from each of three sampling sites and determined the concentrations of As, Cd, Cu, K, Hg, Ni, Pb, Se, and Zn in each subsample. We then calculated the number of subsamples required to determine significant differences in the mean concentrations of two sampling sites. We found that to differentiate between an uncontaminated sampling site and another, slightly contaminated site, 30 subsamples are required from each. On the basis of these results and because, to date, there are no studies that justify the application of the previously proposed recommendations, studies of local variability in other areas, and under different conditions, with other contaminants and moss species must be undertaken. For posterior comparison of data on variability as well as application of the recommendations associated with such results, the general use of a single definition of a subsample is required. We propose the following definition of a subsample: “1 g dry weight (approx.), collected within a 25-cm radius of a node, selected at random from a 1 × 1-m sampling grid placed in a sampling site.”

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1
Figure 2

Similar content being viewed by others

References

  • Abad E, Caixach J, Rivera J, Real C, Aboal J, Fernández A, Carballeira A (2003) Study on the use of mosses as biomonitors to evaluate the environmental impact of PCDDs/PCDFs from combustion processes—preliminary results. Organohalogen Compounds 60:283–286

    CAS  Google Scholar 

  • Aboal JR, Fernández JA, Carballeira A (2001) Sampling optimization, at station scale, in moss, pine and oak contamination monitoring. Environ Pollut 115:313–316

    Article  CAS  Google Scholar 

  • Aboal JR, Fernández JA, Carballeira A (2004) Oak leaves and pine needles as biomonitors of airborne trace elements pollution. Environ Exp Bot 51:215–225

    Article  CAS  Google Scholar 

  • Bargagli R (1998) Trace elements in terrestrial plants. Springer Verlag, Berlin

    Google Scholar 

  • Buse A, Norris D, Harmens H, Büker P, Ashenden T, Mills G (2003) Heavy metals in European mosses: 2000/2001 survey. UNECE ICP Vegetation

    Google Scholar 

  • Cenci RM (1999) L’utilizzo di muschi indigeni e trapiantati per valutare in micro e macro aree le reicadute al suolo di elementi in tracce: proposte metodologiche. Proceedings of Workshop “Biomonitoraggio della qualitá dell’aria sul territorio nazionale.” Agenzia Nazionale per la Protezione Ambientale, Rome, pp 241–263

  • Cochran WG, Cox GM (1957) Experimental designs. 2nd ed. John Wiley, New York

    Google Scholar 

  • Couto JA (2002) Implicaciones metodológicas en la biomonitorización activa y pasiva de la calidad del aire mediante musgos terrestres. Ph.D. Thesis, Universidad de Santiago de Compostela

  • Couto JA, Fernández JA, Aboal JR, Carballeira A (2003) Annual variability in heavy metal bioconcentration in moss. Sampling protocol optimization. Atmos Environ 37:3517–3527

    Article  CAS  Google Scholar 

  • Fernández JA, Carballeira A (2001) Evaluation of contamination, by different elements, in terrestrial mosses. Arch Environ Contam Toxicol 40:461–468

    Google Scholar 

  • Fernández JA, Aboal JR, Couto JA, Carballeira A (2002) Sampling optimization at the sampling-site scale for monitoring atmospheric deposition using moss chemistry. Atmos Environ 36:1163–1172

    Article  Google Scholar 

  • Fernández JA, Aboal JR, Couto JA, Carballeira A (2004) Moss bioconcentration of trace elements around a FeSi smelter: modelling and cellular distribution. Atmos Environ 38:4319–4329

    Google Scholar 

  • Gerdol R, Bragazza L, Marchesini R, Medici A, Pedrini P, Benedetti S, Bovolenta A, Coppi S (2002) Use of moss (Tortula ruralis Hedw.) as biomonitor of organic and inorganic air pollution in urban and rural areas in N Italy. Atmos Environ 36:4069–4075

    Article  CAS  Google Scholar 

  • Gy PM (1982) Sampling of particulate materials. Elsevier, Amsterdam

    Google Scholar 

  • Keith LH (ed) (1988) Principles of environmental sampling. ACS professional reference book. American Chemical Society, Washington, D.C

    Google Scholar 

  • Keith LH (1991) Environmental sampling and analysis, a practical guide. Lewis Publisher, Chelsea, MI

    Google Scholar 

  • Legendre P, Legendre L (1998) Numerical ecology. Elsevier, Amsterdam

    Google Scholar 

  • Markert B (ed) (1994) Environmental sampling of trace analysis. VCH-Publisher, Weinheim

    Google Scholar 

  • Markert B (1996) Instrumental element and multielement analysis of plant samples—methods and applications. Wiley, Chichester

    Google Scholar 

  • Markert B, Breure T, Zechmeister H (eds) (2003) Bioindicators and biomonitors, principles, concepts and applications. Elsevier, Amsterdam

    Google Scholar 

  • Olsson M, Biegnert A (1997) Specimen banking—a planning in advance. Chemosphere 34:1961–1974

    Article  CAS  Google Scholar 

  • Quevauviller P (ed) (1995) Quality assurance in environmental monitoring/sampling and sample preparation. VCH Publisher, Weinheim

    Google Scholar 

  • Rühling Å (1989) Survey of the heavy-metal deposition in Europe using bryophytes as bioindicators. Proposal for an international programme. IVL/Dept. of Plant Ecology, University of Lund (mimeo)

  • Rühling Å (1994a) Monitoring of atmospheric heavy-metal deposition in Europe using bryophytes and humus samples as indicators. Proposal for international programme 1995. Dept. of Plant Ecology, University of Lund (mimeo 1994-11-21)

  • Rühling Å (ed.) (1994b) Atmospheric heavy metal deposition in Europe—estimation based on moss analysis. NORD 1994; 1994:9, Copenhagen

  • Rühling Å, Tyler G (1968) An ecological approach to the lead problem. Botaniska Notiser 122:321–342

    Google Scholar 

  • Rühling Å, Steinnes E (eds.) (1998) Atmospheric heavy metal deposition in Europe 1995–1996. NORD, 1998:15, Copenhagen

  • Sansoni B, Iyengar V (1978) Sampling and sample preparation methods of trace elements in biological materials. Forschungszentrum Jlich, Jl Spez., 13, Jlich, Germany

  • Sloof JE, Wolterbeek HT (1991) National trace-element air pollution monitoring survey using epiphytic lichens. Lichenologist 23:139–165

    Google Scholar 

  • Zar JH, (1984) Biostatistical analysis. Prentice-Hall International Editions, London

    Google Scholar 

Download references

Acknowledgments

The present study was partially financed by the CICYT (Comisión Interministerial de Ciencia y Tecnología), proyecto PPQ2000-0695, and the Consellería de Medio Ambiente (Xunta de Galicia), Proyecto Banco de Especimenes Ambientales de Galicia: 3ª Fase. The authors are especially grateful to Prof. Ph.D. Ricardo Cao, Department of Mathematics, University of Coruña, for his help in developing the U test. The authors are grateful to Luis Brandón, Montserrat Bravo, Paloma Chouciño, Sandra González, Mercedes Noya, and Alfonso Puñal for preparing the samples and carrying out the chemical analyses.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to J. R. Aboal.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Aboal, J.R., Couto, J.A., Fernández, J.A. et al. Definition and Number of Subsamples for Using Mosses as Biomonitors of Airborne Trace Elements. Arch Environ Contam Toxicol 50, 88–96 (2006). https://doi.org/10.1007/s00244-005-7006-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00244-005-7006-9

Keywords