First thorough identification of factors associated with Cd, Hg and Pb concentrations in mosses sampled in the European Surveys 1990, 1995, 2000 and 2005

Journal of Atmospheric Chemistry

Volumn 63, Issue 2, 2009, Pages 109-124

  Holy, Marcel ^a   Pesch, Roland ^a   Schröder, Winfried ^a   Harmens, Harry ^b   Ilyin, Ilia ^c   Alber, Renate ^d   Aleksiayenak, Yuliya ^e   Blum, Oleg ^f   Coşkun, Mahmut ^g   Dam, Maria ^h   De Temmerman, Ludwig ⁱ   Fedorets, Natalia ^j   Figueira, Rui ^k   Frolova, Marina ^l   Frontasyeva, Marina ^m   Goltsova, Natalia ⁿ   Gonzalez Miqueo, Laura ^o   Grodzińska, Krystyna ^p   Jeran, Zvonka ^q   Korzekwa, Szymon ^r   Krmar, Miodrag ^s   Kubin, Eero ^t   Kvietkus, Kestutis ^u   Larsen, Martin ^v   Leblond, Sébastien ^w   Liiv, Siiri ^x   Magnússon, Sigurour ^y   Maňkovská, Blanka ^z   Mocanu, Raluca ^aa   Piispanen, Juha ^t   Rühling, Åke ^ab   Santamaria, Jesus ^o   Steinnes, Eiliv ^ac   Suchara, Ivan ^ad   Thöni, Lotti ^ae   Turcsányi, Gábor ^af   Urumov, Viktor ^ag   Wolterbeek, Bert ^ah   Yurukova, Lilyana ^ai   Zechmeister, Harald G ^aj   more..

^a UNIVERSITY OF VECHTA   (Germany)

^b CENTRE FOR ECOLOGY AND HYDROLOGY   (United Kingdom)

^c Meteorological Synthesizing Centre East of EMEP   (Russian Federation)

^d Environmental Agency of Bolzano   (Italy)

^e International Sakharov Environmental University   (Belarus)

^f INSTITUTE OF HYDROBIOLOGY   (Ukraine)

^g ÇANAKKALE ONSEKIZ MART UNIVERSITY   (Turkey)

^h Food Veterinary and Environmental Agency   (Denmark)

ⁱ VETERINARY AND AGROCHEMICAL RESEARCH CENTRE   (Belgium)

^j FOREST RESEARCH INSTITUTE   (Russian Federation)

^k Jardim Botânico da Universidada de Lisboa   (Portugal)

^l Latvian Environment   (Latvia)

^m JOINT INSTITUTE FOR NUCLEAR RESEARCH   (Russian Federation)

ⁿ ST PETERSBURG STATE UNIVERSITY   (Russian Federation)

^o UNIVERSITY OF NAVARRA   (Spain)

^p POLISH ACADEMY OF SCIENCES   (Poland)

^q JO EF STEFAN INSTITUTE   (Slovenia)

^r University of Novi Sad ^*

^s UNIVERSITY OF NOVI SAD   (Serbia)

^t FINNISH FOREST RESEARCH INSTITUTE   (Finland)

^u CENTER FOR PHYSICAL SCIENCES AND TECHNOLOGY   (Lithuania)

^v NATIONAL ENVIRONMENTAL RESEARCH INSTITUTE   (Denmark)

^w MUSÉUM NATIONAL D'HISTOIRE NATURELLE   (France)

^x Tallinn Botanic Garden   (Estonia)

^y ICELANDIC INSTITUTE OF NATURAL HISTORY   (Iceland)

^z INSTITUTE OF CHEMISTRY   (Slovakia)

^aa ALEXANDRU IOAN CUZA UNIVERSITY OF IASI   (Romania)

^ab Silva Tarouca Research Institute for Landscape and Ornamental Gardening ^*  (Sweden)

^ac NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^ad SILVA TAROUCA RESEARCH INSTITUTE FOR LANDSCAPE AND ORNAMENTAL GARDENING   (Czech Republic)

^ae FUB Research Group for Environmental Monitoring   (Switzerland)

^af SZENT ISTVÁN UNIVERSITY   (Hungary)

^ag SS CYRIL AND METHODIUS UNIVERSITY   (Macedonia)

^ah RID   (Bulgaria)

^ai BULGARIAN ACADEMY OF SCIENCES   (Bulgaria)

^aj UNIVERSITY OF VIENNA   (Austria)

more..

Author keywords

Biomonitoring; Evaluation procedures; Spatiotemporal analyses; Statistics

Indexed keywords

CADMIUM; LEAD; MERCURY;

ATMOSPHERIC DEPOSITION; BIOACCUMULATION; BIOMONITORING; CADMIUM; HEAVY METAL; LEAD; MERCURY (ELEMENT); MOSS; SPATIOTEMPORAL ANALYSIS; STATISTICAL ANALYSIS;

ALTITUDE; ARTICLE; ATMOSPHERIC DEPOSITION; BIOACCUMULATION; BIOLOGICAL MONITORING; CHEMICAL ANALYSIS; CONCENTRATION (PARAMETERS); CONTROLLED STUDY; CORRELATIONAL STUDY; DECISION TREE; LAND USE; MOSS; POLLUTION MONITORING; SAMPLING;

EUROPE;

EID: 77955978973     PISSN: 01677764     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10874-010-9160-3     Document Type: Article

References (55)

1. Aas, W., Breivik, K.: Heavy metals and POP measurements, 2006. EMEP/CCC-Report 4/2008 (2008)
2. M Aničić MV Frontasyeva M Tomašević A Popović 2007 Assessment of atmospheric deposition of heavy metals and other elements in belgrade using the moss biomonitoring technique and neutron activation analysis Environ. Monit. Assess. 129 207 219 10.1007/s10661-006-9354- y (Pubitemid 47108087)
3. R Bargagli 1995 The element composition of vegetation and the possible incidence of soil contamination of samples Sci. Total Environ. 176 121 128 10.1016/0048-9697(95)04838-3 (Pubitemid 26021117)
4. T Berg E Steinnes 1997 Use of mosses (Hylocomium splendens and Pleurozium schreberi) as biomonitors of heavy metal deposition: From relative to absolute deposition values Environ. Pollut. 98 1 61 71 10.1016/S0269-7491(97)00103-6 (Pubitemid 28072464)
5. T Berg O Røyset E Steinnes 1995 Moss (Hylocomium splendens) used as biomonitor of atmospheric trace element deposition: estimation of uptake efficiencies Atmos. Environ. 29 3 353 360 10.1016/1352-2310(94)00259-N
6. J Berlekamp U Herpin M Matthies H Lieth B Markert V Weckert B Wolterbeek T Verburg H-J Zinner U Siewers 1998 Geographic classification of heavy metal concentrations in mosses and stream sediments in the Federal Republic of Germany Water, Air, & Soil Pollution 101 1-4 177 195 10.1023/A:1004953024821 (Pubitemid 28085719)
7. Breiman, L., Friedman, J.A., Olshen, R.A., Stone, C.J.: Classification and regression trees. Wadsworth, Belmont (1984)
8. Buse, A., Norris, D., Harmens, H., Büker, P., Ashenden, T., Mills, G.: Heavy metals in European mosses: 2000/2001 survey. ICP Vegetation Programme Coordination Centre, Centre for Ecology and Hydrology, Bangor, UK (2003). http://icpvegetation.ceh.ac.uk
9. Čeburnis, D., Valiulis, D.: Investigation of absolute metal uptake efficiency from precipitation in moss. In: The Science of the Total Environment 226, pp. 247-253 (1999).
10. M Coşkun MV Frontasyeva E Steinnes AY Cotuk SS Pavlov M Coşkun AS Sazonov A Cayir M Belivermis 2005 Atmospheric deposition of heavy metals in thrace studied by analysis of moss (Hypnum cupressiforme) Bull. Environ. Contam. Toxicol. 74 201 209 10.1007/s00128-004-0569-8 (Pubitemid 41794620)
11. JA Couto JA Fernández JR Aboal A Carballeira 2004 Active biomonitoring of element uptake with terrestrial mosses: a comparison of bulk and dry deposition Sci. Total Environ. 324 1-3 211 222
12. L De Temmerman N Claeys E Roekens M Guns 2007 Biomonitoring of airborne mercury with perennial ryegrass cultures Environ. Pollut. 146 458 462 10.1016/j.envpol.2006.07.002
13. L De Temmerman N Waegeneers N Claeys E Roekens 2009 Comparison of concentrations of mercury in ambient air to its accumulation by leafy vegetables: an important step in the terrestrial food chain analysis Environ. Pollut. 157 1337 1341 10.1016/j.envpol.2008.11.035
14. JA Fernández A Carballeira 2002 Biomonitoring metal deposition in Galicia (NW Spain) with mosses: factors affecting bioconcentration Chemosphere 46 535 542 10.1016/S0045-6535(01)00060-1 (Pubitemid 34083701)
15. R Figueira C Sérgio AJ Sousa 2002 Distribution of trace metals in moss biomonitors and assessment of contamination sources in Portugal Environ. Pollut. 118 153 163 10.1016/S0269-7491(01)00203-2 (Pubitemid 34142235)
16. Frahm, J.P.: Moose als Bioindikatoren, Wiesbaden (1998).
17. Fränzle, O., Straškraba, M., Jørgensen, S.E.: Ecology and ecotoxicology. Ullmanńs encyclop. ind. chem. Vol. B7. Weinheim, VCH 19-154 (1995).
18. P Gramatica F Battaini E Giani E Papa RJA Jones D Preatoni 2006 Analysis of mosses and soils for quantifying heavy metal concentrations in Siciliy: a multivariate and spatial analytical approach Environ. Sci. Pollut. Res. 13 1 28 36 10.1065/espr2006.01.006 (Pubitemid 43001669)
19. Gusev, A., Ilyin, I., Rozovskaya, O., Shatalov, V., Sokovych, V., Travnikov, O.: Modelling of heavy metals and persistant organic pollutants: New developments. EMEP/MSC-E Technical Report 1/2009, p. 149 (2009)
20. Hagl, S.: Schnelleinstieg Statistik-Daten erheben, analysieren, präsentieren, Freiburg (2008).
21. Harmens, H., Norris, D. and the participants of the moss survey: Spatial and temporal trends in heavy metal accumulation in mosses in Europe (1990-2005). Programme Coordination Centre for the ICP Vegetation, Centre for Ecology and Hydrology, Environment Centre Wales, Bangor, UK, p. 54 (2008a).
22. Harmens, H., Norris, D., Cooper, D., Hall, J. and the participants of the moss survey: Spatial trends in nitrogen concentrations in mosses across Europe in 2005/2006. Programme Coordination Centre for the ICP Vegetation, Centre for Ecology and Hydrology, Environment Centre Wales, Bangor, UK, p. 26 (2008b).
23. Harmens, H., Norris, D.A., Steinnes, E., Kubin, E., Piispanen J., Alber, R., Aleksiayenak, Y., Blum, O., Coşkun, M., Dam, M., De Temmerman L., Fernández, J.A., Frolova, M., Frontasyeva, M., González-Miqueo, L., Grodzińska, K., Jeran, Z., Korzekwa, S., Krmar, M., Kvietkus, K., Leblond, S., Liiv, S., Magnússon, S.H., Maňkovská, B., Pesch, R., Rühling, Å., Santamaria, J.M., Schröder, W., Spiric, Z., Suchara, I., Thöni, L., Urumov, V., Yurukova, L., Zechmeister, H.G.: Mosses as biomonitors of atmospheric heavy metal deposition: spatial (2005) and temporal (199-205) trends in Europe. Environ. Pollut. (Submitted).
24. T Hengl GBM Heuvelink DG Rossiter 2007 About regression-kriging: from equations to case studies Comput. Geosci. 33 10 1301 1315 10.1016/j.cageo.2007. 05.001 (Pubitemid 47495767)
25. U Herpin J Berlekamp B Markert B Wolterbeek K Grodzinska U Siewers H Lieth V Weckert 1996 The distribution of heavy metals in a transect of the three states the Netherlands, Germany and Poland, determined with the aid of moss monitoring Sci. Total Environ. 187 185 198 10.1016/0048-9697(96)05141-8 (Pubitemid 26241876)
26. U Herpin U Siewers B Markert V Rosolen G Breulmann M Bernoux 2004 Second German heavy-metal survey by means of mosses, and comparison of the first and second approach in Germany and other European countries Environ. Sci. Pollut. Res. 11 57 66 10.1065/espr2003.07.165
27. ICP Vegetation: Heavy metals in European mosses: 2005/2006 survey. Monitoring manual. ICP Vegetation Coordination Centre, Centre for Ecology and Hydrology, Bangor, UK (2005).
28. Ilyin, I., Travnikov O.: Modelling of heavy metal airborne pollution in Europe: evaluation of the model performance. EMEP/MSC-E Technical Report 8/2005. Meteorological Synthesizing Centre - East, Moscow, Russian Federation (2005).
29. Ilyin, I., Rozovskaya, O., Travnikov, O., Aas, W., Hettelingh, J.P., Reinds, G.J.: Heavy metals: Transboundary pollution of the environment. EMEP Status Report 2/2008. Meteorological Synthesizing Centre - East, Moskau. p. 94 (2008).
30. Keil, M., Kiefl, R., Strunz, G.: Corine Landcover 2000 - France. - Oberpfaffenhofen, Final Report. German Aerospace Center, German Remote Sensing Data Center (2005).
31. L Kleppin R Pesch W Schröder 2008 CHAID-Models on boundary conditions of metal accumulation in mosses collected in Germany 1990, 1995 and 2000 Atmos. Environ. 42 21 5220 5231 10.1016/j.atmosenv.2008.02.058
32. SE Lindberg RR Turner 1988 Factors influencing atmospheric deposition, stream exposrt, and landscape accumulation of trace metals in forested watersheds Water Air Soil Pollut. 39 123 156 10.1007/BF00250954
33. IOA Odeh AB McBratney DJ Chittleborough 1995 Further results on prediction of soil properties from terrain attributes: heterotopic cokriging and regression-kriging Geoderma 67 3-4 215 226 10.1016/0016-7061(95)00007-B
34. T Okland RH Okland E Steinnes 1999 Element concentrations in the boreal forest moss Hylocomium splendens: variation related to gradients in vegetation and local environmental factors Plant Soil 209 71 83 10.1023/A:1004524017264 (Pubitemid 29345132)
35. Osborn, D., Weeks, J.M., Hankard, P., Dale, L.: Potential Uses of Biomonitoring in Pollution Control - An Introductory Guide. Environment Agency Technical Report, p. 319 (2000).
36. Pakeman, R., Osborn, D., Hankard, P.: Plants as Biomonitors of Atmospheric Pollution: A review of their Potential Use in Integrated Pollution Control. Environment Agency Technical Report, p. 318 (2000).
37. R Pesch W Schröder 2006 Spatiotemporal variability of metal accumulation in mosses. Analysis of measurement data and metadata by statistics and GIS Nova Hedwig. 82 3-4 447 466 10.1127/0029-5035/2006/0082-0447
38. R Pesch W Schröder 2006 Integrative exposure assessment through classification and regression trees on bioaccumulation of metals, related sampling site characteristics and ecoregions Ecol. Inform. 1 1 55 65 10.1016/j.ecoinf.2005.10.007 (Pubitemid 43153753)
39. Pesch, R., Schröder, W., Mohr, K., Matter, Y., Kleppin, L., Holy, M., Goeritz, A., Genler, L.: Moos-Monitoring 2005 / 2006: Schwermetalle IV und Gesamtstickstoff. - Berlin (Umweltforschungsplan des Bundesministers für Umwelt, Naturschutz und Reaktorsicherheit. FuE-Vorhaben 205 64 200, Final Report, on behalf of the Federal Environment Agency), 90 pp., 11 Tables, 2 Figures (Text); 51 pp. +41 Maps, 34 Tables, 46 Diagrams (Annex) (2007).
40. Rühling, Å.: Atmospheric heavy metal deposition in Europe - estimation based on moss analysis. NORD 1994:9. Nordic Council of Ministers, Copenhagen, Denmark (1994).
41. A Rühling G Tyler 1968 An ecological approach to the lead problem Bot. Not. 121 321 343
42. A Rühling G Tyler 1969 Ecology of heavy metals - a regional and historical study Bot. Not. 122 248 259
43. A Rühling G Tyler 1970 Sorption and retention of heavy metals in the woodland moss Hylocomium splendens (Hedw.) Br. Et Sch. Oikos 21 248 342 10.2307/3543681
44. Rühling, Å., Steinnes, E.: Atmospheric heavy metal deposition in Europe 1995-1996. NORD 1998:15, Nordic Council of Ministers, Copenhagen, Denmark (1998).
45. WH Schroeder J Munthe 1998 Atmospheric mercury - an overview Atmos. Environ. 32 5 809 822 10.1016/S1352-2310(97)00293-8 (Pubitemid 28192854)
46. W Schröder R Pesch C Englert H Harmens I Suchara HG Zechmeister L Thöni B Maňkovská Z Jeran K Grodzinska R Alber 2008 Metal accumulation in mosses across national boundaries: uncovering and ranking causes of spatial variation In: Environ. Pollut. 151 377 388 10.1016/j.envpol.2007.06. 025 (Pubitemid 351173431)
47. Schröder, W., Holy, M., Pesch, R., Harmens, H., Ilyin, I., Steinnes, E., Alber, R., Aleksiayenak, Y., Blum, O., Coşkun, M., Dam, M., De Temmerman, L., Frolova, M., Frontasyeva, M., González-Miqueo, L., Grodzińska, K., Jeran, Z., Korzekwa, S., Krmar, M., Kubin, E., Kvietkus, K., Leblond, S., Liiv, S., Magnússon,S., Maňkovská, B., Piispanen, J., Rühling, Å., Santamaria, J., Spiric, Z., Suchara, I., Thöni, L., Urumov, V., Yurukova, L., Zechmeister, H.G.: Are cadmium, lead and mercury concentrations in mosses across Europe primarily determined by atmospheric deposition of these metals? J. Soil Sediments (in press) (2010).
48. S Sharma 2007 Marchantia polymorpha L.: A Bioaccumulator Aerobiologia 23 181 187 10.1007/s10453-007-9062-2 (Pubitemid 47246628)
49. E Steinnes Å Rühling H Lippo A Mäkinen 1997 Reference material for large-scale metal deposition surveys Accredit. Qual. Assur. 2 243 249 10.1007/s007690050141 (Pubitemid 127106749)
50. E Steinnes T Berg TE Sjøbakk 2003 Temporal and spatial trends in Hg deposition monitored by moss analysis Sci. Total Environ. 304 215 219 10.1016/S0048-9697(02)00570-3 (Pubitemid 36344093)
51. SS Stevens 1946 On the theory of scales of measurement Science 103 677 680 10.1126/science.103.2684.677
52. K Szczepaniak A Astel V Simeonov S Tsakovski M Biziuk P Bode A Przyjazny 2007 Comparison of dry and living Sphagnum palustre moss samples in determining their biocumulative capability as biomonitoring tools J. Environ. Sci. Health, Part A 42 8 1101 1115 10.1080/10934520701418607 (Pubitemid 47038284)
53. Timofeev, R.: Classification and Regression Trees (CART). Theory and Applications. Center of Applied Statistics and Economics. Humboldt University, Berlin (2004)
54. HG Zechmeister 1995 Correlation between altitude and heavy metal deposition in the Alps Environ. Pollut. 89 73 80 10.1016/0269-7491(94)00042-C
55. Zechmeister, H.G., Grodzinska, K., Szarek-Lukaszewska, G.: Bryophytes. In: Markert, B.A., Breure, A.M., Zechmeister, H.G. (eds.) Bioindicators & biomonitors - principles. Concepts and Applications, Amsterdam (2003)