Spatial distribution of PAH concentrations and stable isotope signatures (δ13C, δ15N) in mosses from three European areas - Characterization by multivariate analysis

Environmental Pollution

Volumn 184, Issue , 2014, Pages 113-122

  Foan, L ^a,b   Leblond, S ^c   Thoni L ^d   Raynaud, C ^a,b   Santamaria J M ^e   Sebilo, M ^f   Simon, V ^a,b  

^a UNIVERSITÉ DE TOULOUSE   (France)

^b UNIVERSITÉ DE TOULOUSE   (France)

^c MUSÉUM NATIONAL D'HISTOIRE NATURELLE   (France)

^d FUB   (Switzerland)

^e UNIVERSITY OF NAVARRA   (Spain)

^f SORBONNE UNIVERSITÉ   (France)

Author keywords

Biomonitoring; Hypnum cupressiforme moss; Multivariate analysis; N and C stable isotope signatures; Polycyclic aromatic hydrocarbon

Indexed keywords

BIOMONITORING; HIGH MOLECULAR WEIGHT; HYPNUM CUPRESSIFORME MOSS; MULTI VARIATE ANALYSIS; PARTIAL LEAST SQUARE REGRESSION; POLYCYCLIC AROMATIC HYDROCARBON (PAH); ROAD TRAFFIC EMISSIONS; STABLE ISOTOPES;

CORRELATION METHODS; HEAVY METALS; ISOTOPES; MOLECULAR WEIGHT; MULTIVARIANT ANALYSIS;

POLYCYCLIC AROMATIC HYDROCARBONS;

CARBON 13; DELTA CARBON 13; DELTA NITROGEN 15; HEAVY METAL; NITROGEN 15; POLYCYCLIC AROMATIC HYDROCARBON; UNCLASSIFIED DRUG;

BIOMONITORING; CARBON ISOTOPE; CONCENTRATION (COMPOSITION); HEAVY METAL; ISOTOPIC COMPOSITION; LEAST SQUARES METHOD; MOSS; MULTIVARIATE ANALYSIS; NITROGEN ISOTOPE; PAH; SPATIAL DISTRIBUTION; STABLE ISOTOPE;

ARTICLE; CONCENTRATION RESPONSE; CORRELATION COEFFICIENT; ENVIRONMENTAL FACTOR; EUROPEAN UNION; GEOGRAPHIC DISTRIBUTION; HYPNUM CUPRESSIFORME; MOLECULAR WEIGHT; MOSS; MULTIVARIATE ANALYSIS; PARTIAL LEAST SQUARES REGRESSION; POLLUTION MONITORING; TRAFFIC;

BASEL; BASEL-STADT; FRANCE; ILE DE FRANCE; NAVARRA; SPAIN; SWISS PLATEAU; SWITZERLAND;

BIOMONITORING; HYPNUM CUPRESSIFORME MOSS; MULTIVARIATE ANALYSIS; N AND C STABLE ISOTOPE SIGNATURES; POLYCYCLIC AROMATIC HYDROCARBON;

AIR POLLUTANTS; AIR POLLUTION; BRYOPHYTA; BRYOPSIDA; CARBON ISOTOPES; ENVIRONMENTAL MONITORING; FRANCE; INDUSTRY; METALS, HEAVY; MULTIVARIATE ANALYSIS; NITROGEN ISOTOPES; POLYCYCLIC HYDROCARBONS, AROMATIC; SPAIN; SWITZERLAND;

EID: 84884338354     PISSN: 02697491     EISSN: 18736424     Source Type: Journal    
DOI: 10.1016/j.envpol.2013.08.006     Document Type: Article

References (60)

1. A. Ares, J.R. Aboal, J.A. Fernández, C. Real, and A. Carballeira Use of the terrestrial moss Pseudoscleropodium purum to detect sources of small scale contamination by PAHs Atmos. Environ. 43 34 2009 5501 5509
2. Á. Ares, J. Ángel Fernández, J. Ramón Aboal, and A. Carballeira Study of the air quality in industrial areas of Santa Cruz de Tenerife (Spain) by active biomonitoring with Pseudoscleropodium purum Ecotoxicol. Environ. Saf. 74 3 2011 533 541
3. E. Ayres, R. van der Wal, M. Sommerkorn, and R.D. Bardgett Direct uptake of soil nitrogen by mosses Biol. Lett. 2 2 2006 286 288 (Pubitemid 43938654)
4. M. Blasco, C. Domeno, P. Lopez, and C. Nerin Behaviour of different lichen species as biomonitors of air pollution by PAHs in natural ecosystems J. Environ. Monit. 13 9 2011 2588 2596
5. J.N. Cape, L.J. Sheppard, A. Crossley, N. van Dijk, and Y.S. Tang Experimental field estimation of organic nitrogen formation in tree canopies Environ. Pollut. 158 2010 2926 2933
6. G.E. Carlberg, E.B. Ofstad, H. Drangsholt, and E. Steinnes Atmospheric deposition of organic micropollutants in Norway studied by means of moss and lichen analysis Chemosphere 12 3 1983 341 356 (Pubitemid 13102524)
7. C.V.Z. Cipro, G.T. Yogui, P. Bustamante, S. Taniguchi, J.L. Sericano, and R.C. Montone Organic pollutants and their correlation with stable isotopes in vegetation from King George Island, Antarctica Chemosphere 85 3 2011 393 398
8. J.A. Couto, J.A. Fernández, J.R. Aboal, and A. Carballeira Active biomonitoring of element uptake with terrestrial mosses: a comparison of bulk and dry deposition Sci. Total Environ. 324 1-3 2004 211 222 (Pubitemid 38481876)
9. I. Drápelová Organic and inorganic nitrogen in precipitation and in forest throughfall at the Bílý Kříž site (Beskydy Mts., Czech Republic) J. For. Sci. 58 2012 88 100
10. L. Foan, C. Sablayrolles, D. Elustondo, E. Lasheras, L. González, A. Ederra, V. Simon, and J.M. Santamaría Reconstructing historical trends of polycyclic aromatic hydrocarbon deposition in a remote area of Spain using herbarium moss material Atmos. Environ. 44 26 2010 3207 3214
11. L. Foan, and V. Simon Optimization of pressurized liquid extraction using a multivariate chemometric approach and comparison of solid-phase extraction cleanup steps for the determination of polycyclic aromatic hydrocarbons in mosses J. Chromatogr. A 1256 2012 22 31
12. J.P. Garrec, and C. Van Haluwyn Biosurveillance végétale de la qualité de l'air - Concepts, méthodes et applications Air Quality Biomonitoring with Plants - Concepts, Methods and Applications 2002 Lavoisier Paris 117
13. R. Gerdol, L. Bragazza, and R. Marchesini Element concentrations in the forest moss Hylocomium splendens: variation associated with altitude, net primary production and soil chemistry Environ. Pollut. 116 1 2002 129 135 (Pubitemid 33070328)
14. R. Gerdol, L. Bragazza, R. Marchesini, A. Medici, P. Pedrini, S. Benedetti, A. Bovolenta, and S. Coppi Use of moss (Tortula muralis Hedw.) for monitoring organic and inorganic air pollution in urban and rural sites in Northern Italy Atmos. Environ. 36 25 2002 4069 4075
15. J.M. Glime Bryophyte Ecology Physiocological Ecology vol. 1 2007 Ebook Sponsored by Michigan Technological University and the International Association of Bryologists (19/07/2013)
16. GN Meteorología y climatología de Navarra (Meteorology and climatology of Navarra) 2011 Departamento de Desarrollo Rural, Industria, Empleo y Medio Ambiente - Gobierno de Navarra http://meteo.navarra.es/estaciones/ estacion.cfm?IDEstacion=87 (28/12/2012)
17. L. Gonzalez-Miqueo Biomonitorización de contaminantes atmosféricos mediante la utilización de Hypnum cupressiforme Hedw. en la Comunidad Foral de Navarra y zonas limítrofes Biomonitoring atmospheric contaminants with Hypnum cupressiforme Hedw.in Navarra region and surrounding areas (PhD thesis) 2009 University of Navarra Pamplona, Spain 250
18. Ö. Gustafsson, P. Andersson, J. Axelman, T.D. Bucheli, P. Kömp, M.S. McLachlan, A. Sobek, and J.O. Thörngren Observations of the PCB distribution within and in between ice, snow, ice-rafted debris, ice-interstitial water, and seawater in the Barents Sea marginal ice zone and the North Pole area Sci. Total Environ. 342 1-3 2005 261 279
19. H. Harmens, D.A. Norris, E. Steinnes, E. Kubin, J. Piispanen, R. Alber, Y. Aleksiayenak, O. Blum, M. Coskun, M. Dam, L. De Temmerman, J.A. Fernández, M. Frolova, M. Frontasyeva, L. González-Miqueo, K. Grodzinska, Z. Jeran, S. Korzekwa, M. Krmar, K. Kvietkus, S. Leblond, S. Liiv, S.H. Magnússon, B. Mankovská, R. Pesch, Å. Rühling, J.M. Santamaria, W. Schröder, Z. Spiric, I. Suchara, L. Thöni, V. Urumov, L. Yurukova, and H.G. Zechmeister Mosses as biomonitors of atmospheric heavy metal deposition: spatial patterns and temporal trends in Europe Environ. Pollut. 158 10 2010 3144 3156
20. H. Harmens, G. Mills, H. Hayes, and D. Norris Air Pollution and Vegetation - ICP Vegetation Annual Report 2010/2011 2011 United Nations Economic Commission for Europe, Convention on Long-range Transboundary Air Pollution, International Cooperative Programme on Effects of Air Pollution on Natural Vegetation and Crops (ICP Vegetation) 50 http://icpvegetation.ceh.ac.uk/ publications/documents/ICPVegetationannualreport2010-11.pdf (28/12/2012)
21. H. Harmens, D.A. Norris, D.M. Cooper, G. Mills, E. Steinnes, E. Kubin, L. Thöni, J.R. Aboal, R. Alber, A. Carballeira, M. Coskun, L. De Temmerman, M. Frolova, L. Gonzalez-Miqueo, Z. Jeran, S. Leblond, S. Liiv, B. Mankovska, R. Pesch, J. Poikolainen, A. Rühling, J.M. Santamaria, P. Simonè iè, W. Schröder, I. Suchara, L. Yurukova, and H.G. Zechmeister Nitrogen concentrations in mosses indicate the spatial distribution of atmospheric nitrogen deposition in Europe Environ. Pollut. 159 10 2011 2852 2860
22. H. Harmens, I. Ilyin, G. Mills, J.R. Aboal, R. Alber, O. Blum, M. Coskun, L. De Temmerman, J.A. Fernandez, R. Figueira, M. Frontasyeva, B. Godzik, N. Goltsova, Z. Jeran, S. Korzekwa, E. Kubin, K. Kvietkus, S. Leblond, S. Liiv, S.H. Magnüsson, B. Mankovska, O. Nikodemus, R. Pesch, J. Poikolainen, D. Radnovic, A. Rühling, J.M. Santamaria, W. Schröder, Z. Spiric, T. Stafilov, E. Steinnes, I. Suchara, G. Tabors, L. Thoni, G. Turcsanyi, L. Yurukova, and H.G. Zechmeister Country-specific correlations across Europe between modelled atmospheric cadmium and lead deposition and concentrations in mosses Environ. Pollut. 166 0 2012 1 9
23. H. Harmens, L. Foan, V. Simon, and G. Mills Terrestrial mosses as biomonitors of atmospheric POPs pollution: a review Environ. Pollut. 173 2013 245 254
24. K.F. Ho, S.C. Lee, and G.M.Y. Chiu Characterization of selected volatile organic compounds, polycyclic aromatic hydrocarbons and carbonyl compounds at a roadside monitoring station Atmos. Environ. 36 1 2002 57 65 (Pubitemid 34017328)
25. I. Holoubek, J. Klanova, J. Jarkovsky, and J. Kohoutek Trends in background levels of persistent organic pollutants at Kosetice observatory, Czech Republic. Part I. Ambient air and wet deposition 1996-2005 J. Environ. Monitor. 9 6 2007 557 563 (Pubitemid 46889458)
26. I. Holoubek, J. Klanova, J. Jarkovsky, V. Kubik, and J. Helesic Trends in background levels of persistent organic pollutants at Kosetice observatory, Czech Republic. Part II. Aquatic and terrestrial environments 1996-2005 J. Environ. Monitor. 9 6 2007 564 571 (Pubitemid 46889460)
27. IARC IARC Monographs on the Evaluation of Carcinogenic Risks to Humans Some Non-heterocyclic Polycyclic Aromatic Hydrocarbons and Some Related Exposures vol. 92 2010 International Agency on Research on Cancer Lyon, France 868 http://monographs.iarc.fr/ENG/Monographs/vol92/mono92.pdf (9/06/13)
28. ICP-Vegetation Heavy Metals in European Mosses: 2010 Survey. Monitoring Manual 2010 ICP Vegetation Programme Coordination Centre, CEH Bangor, UK 16 http://icpvegetation.ceh.ac.uk/manuals/documents/ UNECEHEAVYMETALSMOSSMANUAL2010POPsadaptedfinal-220510-.pdf (28/12/2012)
29. IEN Población por nacionalidad y sexo. Datos del Padrón definitivo a 01/01/2011 2011 Instituto de Estadística de Navarra (IEN) http://www.cfnavarra.es/estadistica/confindex.asp?i= Informaci%F3n%2BEstad%EDstica&p=ie/indice2.asp?qry=01&d=ie/idx-izq.asp? qry=01&b=Informaci%F3n (28/12/12)
30. INSEE Recensement de la population 2009 2009 Institut National de la Statistique et des Etudes Economiques Paris http://www.insee.fr/fr/ppp/bases-de- donnees/recensement/populations-legales/default.asp?annee=2009 (28/12/2012)
31. K.C. Jones, and P. de Voogt Persistent organic pollutants (POPs): state of the science Environ. Pollut. 100 1-3 1999 209 221 (Pubitemid 29435515)
32. R.P. Kinnersley, G. Shaw, J.N.B. Bell, M.J. Minski, and A.J.H. Goddard Loss of particulate contaminants from plant canopies under wet and dry conditions Environ. Pollut. 91 1996 227 235 (Pubitemid 26011151)
33. C. Körner, G.D. Farquhar, and Z. Roksandic Carbon isotope discrimination by plants follows latitudinal and altitudinal trends Oecologia 88 1991 30 40
34. V. Krommer, H.G. Zechmeister, I. Roder, S. Scharf, and A. Hanus-Illnar Monitoring atmospheric pollutants in the biosphere reserve Wienerwald by a combined approach of biomonitoring methods and technical measurements Chemosphere 67 10 2007 1956 1966 (Pubitemid 46420592)
35. X.-Y. Liu, H.-Y. Xiao, C.-Q. Liu, Y.-Y. Li, and H.-W. Xiao Stable carbon and nitrogen isotopes of the moss Haplocladium microphyllum in an urban and a background area (SW China): the role of environmental conditions and atmospheric nitrogen deposition Atmos. Environ. 42 21 2008 5413 5423
36. X.-Y. Liu, H.-Y. Xiao, C.-Q. Liu, Y.-Y. Li, H.-W. Xiao, and Y.-L. Wang Response of stable carbon isotope in epilithic mosses to atmospheric nitrogen deposition Environ. Pollut. 158 6 2010 2273 2281
37. X. Liu, G. Zhang, K.C. Jones, X. Lic, X. Penga, and S. Qid Compositional fractionation of polycyclic aromatic hydrocarbons (PAHs) in mosses (Hypnum plumaeformae WILS.) from the northern slope of Nanling Mountains, South China Atmos. Environ. 39 2005 5490 5499
38. A. Mariotti Atmospheric nitrogen as a reliable standard for natural N-15 abundance measurements Nature 303 1983 685 687 (Pubitemid 14256484)
39. 15N abundance measurements and atmospheric nitrogen standard calibration Nature 311 1984 251 252 (Pubitemid 16263295)
40. B.A. Market, A.M. Breure, and H.G. Zechmeister Bioindicators/Biomonitors (Principes, Assessment, Concepts) 2003 Elsevier Amsterdam 997
41. MeteoFrance Average Annual Precipitations in Île-de-France in 2010 2011 http://france.meteofrance.com (28/12/2012)
42. Meteotest Average Annual Precipitations in Switzerland Between 2003 and 2007 2008 http://meteotest.ch (28/12/2012)
43. OFS La population de la Suisse 2010 2011 Office fédéral de la statistique Neuchâtel http://www.bfs.admin.ch/bfs/portal/fr/index/ themen/01/22/publ.html?publicationID=4525 (28/12/2012)
44. N.Y.M.J. Omar, M.R.B. Abas, K.A. Ketuly, and N.M. Tahir Concentrations of PAHs in atmospheric particles (PM-10) and roadside soil particles collected in Kuala Lumpur, Malaysia Atmos. Environ. 36 2 2002 247 254 (Pubitemid 34076396)
45. R. Orlinski Multipoint moss passive samplers assessment of urban airborne polycyclic aromatic hydrocarbons: concentrations profile and distribution along Warsaw main streets Chemosphere 48 2 2002 181 186 (Pubitemid 34619739)
46. 15N and heavy metal concentrations in mosses New Phytol. 147 2 2000 317 326
47. N. Ratola, J.M. Amigo, and A. Alves Comprehensive assessment of pine needles as bioindicators of PAHs using multivariate analysis. The importance of temporal trends Chemosphere 81 11 2010 1517 1525
48. K. Ravindra, L. Bencs, E. Wauters, J. de Hoog, F. Deutsch, E. Roekens, N. Bleux, P. Berghmans, and R. Van Grieken Seasonal and site-specific variation in vapour and aerosol phase PAHs over Flanders (Belgium) and their relation with anthropogenic activities Atmos. Environ. 40 4 2006 771 785 (Pubitemid 43003613)
49. Å. Rühling, and G. Tyler Ecology of heavy metals - a regional and historical study Bot. Notiser 122 1969 248 259
50. T. Sawidis, L. Tsikritzis, and K. Tsigaridas Cesium-137 monitoring using mosses from W. Macedonia, N. Greece J. Environ. Manage. 90 8 2009 2620 2627
51. W.B. Schofield Ecological significance of morphological characters in moss gametophyte Bryologist 84 1981 149 165
52. S.L. Simonich, and R.A. Hites Organic pollutant accumulation in vegetation Environ. Sci. Technol. 29 12 1995 2905 2914 (Pubitemid 26452786)
53. 15N natural abundance and biomass of the two pleurocarpous mosses Pleurozium schreberi (Brid.) Mitt. and Scleropodium purum (Hedw.) Limpr. in relation to atmospheric nitrogen deposition Environ. Pollut. 134 3 2005 465 473 (Pubitemid 40037361)
54. T.J. Sumerling The use of mosses as indicators of airborne radionuclides near a major nuclear installation Sci. Total Environ. 35 3 1984 251 265
55. G. Tcherkez Isotopie biologique - Introduction aux effets isotopiques et à leurs applications en biologie 2010 Lavoisier Paris 237
56. G. Tyler Bryophytes and heavy metals: a literature review Bot. J. Linnean Soc. 104 1-3 1990 231 253
57. UNECE Protocol on Persistent Organic Pollutants. Long-Range Transboundary Air Pollution Convention 1998 United Nations Economic Commission for Europe Aarhus, Denmark http://www.unece.org/fileadmin/DAM/env/lrtap/full%20text/1998. Pops.f.pdf (28/12/12)
58. J.W.M. Wegener, M.J.M. van Schaik, and H. Aiking Active biomonitoring of polycyclic aromatic hydrocarbons by means of mosses Environ. Pollut. 76 1 1992 15 18
59. 15N) of epilithic mosses (Haplocladium microphyllum) for showing air pollution in urban cities in Southern China Environ. Pollut. 158 5 2010 1726 1732
60. H. Zechmeister, S. Dullinger, D. Hohenwallner, A. Riss, A. Hanus-Illnar, and S. Scharf Pilot study on road traffic emissions (PAHs, heavy metals) measured by using mosses in a tunnel experiment in Vienna, Austria Environ. Sci. Pollut. Res. 13 6 2006 398 405 (Pubitemid 44682672)