Predicting dioxin-like PCBs soil contamination levels using milk of grazing animal as indicator

Chemosphere

Volumn 89, Issue 8, 2012, Pages 964-969

  Perugini, Monia ^a   Herrera Nuñez, Esteban Gabriel ^a   Baldi, Loredana ^c   Esposito, Mauro ^b   Serpe, Francesco Paolo ^b   Amorena, Michele ^a  

^a UNIVERSITY OF TERAMO   (Italy)

^b IZS del Mezzoggiorno   (Italy)

^c IZS del Mezzoggiorno   (Italy)

Author keywords

Geographically weighted regression; GIS; Kriging; Milk; PCBs

Indexed keywords

ANIMALS; CONTAMINATION; DAIRY PRODUCTS; FORECASTING; GEOGRAPHIC INFORMATION SYSTEMS; ORGANIC POLLUTANTS; POLYCHLORINATED BIPHENYLS; REGRESSION ANALYSIS; SOILS;

GEOGRAPHICALLY WEIGHTED REGRESSION; GEOSTATISTICAL ANALYSIS; KRIGING; MATHEMATICAL RELATIONSHIP; MILK; ORDINARY LEAST SQUARES REGRESSIONS; PERSISTENT ORGANIC POLLUTANT (POP); PUBLIC HEALTH ISSUES;

SOIL POLLUTION;

BIOLOGICAL MARKER; DIOXIN;

BIOINDICATOR; CONCENTRATION (COMPOSITION); DIOXIN; ENVIRONMENTAL ISSUE; GEOSTATISTICS; GIS; HEALTH RISK; KRIGING; LIVESTOCK; NUMERICAL MODEL; ORGANIC POLLUTANT; PCB; POLLUTION EFFECT; PREDICTION; PUBLIC HEALTH; REGRESSION ANALYSIS; SOIL POLLUTION;

ARTICLE; BUFFALO; CONTAMINATION; CONTROLLED STUDY; COW; GEOSTATISTICAL ANALYSIS; ITALY; MILK; NONHUMAN; PERFORMANCE; PREDICTION; SHEEP; SOIL POLLUTION; STATISTICAL SIGNIFICANCE;

CAMPANIA [ITALY]; ITALY;

ANIMALIA; BUBALUS; OVIS ARIES;

EID: 84865311390     PISSN: 00456535     EISSN: 18791298     Source Type: Journal    
DOI: 10.1016/j.chemosphere.2012.06.052     Document Type: Article

References (47)

1. Babak O., Deutsch C.V. Statistical approach to inverse distance interpolation. Stoch. Environ. Res. Risk Assess. 2009, 23:543-553.
2. Backe C., Larsson P., Agrell C. Spatial and temporal variation of polychlorinated biphenyl (PCB) in precipitation in southern Sweden. Sci. Total Environ. 2002, 285:117-132.
3. Batterman S., Chernyak S., Gouden Y., Hayes J., Robins T., Chetty S. PCBs in air, soil and milk in industrialized and urban areas of KwaZulu-Natal, South Africa. Environ. Pollut. 2009, 157:654-663.
4. Brambilla G., Cherubini G., De Filippis S.P., Magliuolo M., Domenico A. Review of aspects pertaining to food contamination by polychlorinated dibenzodioxins, dibenzfurans and biphenyls at the farm level. Anal. Chim. Acta 2004, 514:1-7.
5. Burrough P. GIS and geostatistics: essential partners for spatial analysis. Environ. Ecol. Stat. 2001, 8:361-377.
6. Charlton M., Fotheringham S. Geographycally Weighted Regression 2009, National Center for Geocomputation, Maynooth, Ireland.
7. Colles A., Koppen G., Hanot V., Nelen V., Dewolf M., Noel E., Malisch R., Kotz A., Biot P., Vinkx C., Schoeters G. Fourth WHO-coordinated survey of human milk for persistent organic pollutants (POPs): Belgian results. Chemosphere 2008, 73:907-914.
8. Cressie N. Statistics for Spatial Data 1993, Wiley, New York.
9. Davis B. GIS: A Visual Approach 2001, Onword Press, Albany, NY. second ed.
10. EPA Method 1613, 1994. Tetra- through Octa-Chlorinated Dioxins and Furans by Isotope Dilution HRGC/HRMS.
11. Esposito M., Cavallo S., Serpe F., D'Ambrosio R., Gallo P., Colarusso G., Pellicanò R., Baldi L., Guarino A., Serpe L. Levels and congener profiles of polychlorinated dibenzo-p-dioxins, polychlorinated dibenzofurans and diodi-like polychlorinated biphenyls in cow's milk collected in Campania, Italy. Chemosphere 2009, 77:1212-1216.
12. Esposito M., Serpe F., Neugebauer F., Cavallo S., Gallo P., Colarusso G., Baldi L., Iovane G., Serpe L. Contamination levels and congener distribution of PCDDs, PCDFs and diodi-like PCBs in buffalo's milk from Caserta province (Italy). Chemosphere 2010, 79:341-348.
13. Fischer M.M., Getis A. Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications 2010, Springer-verlag, Berlin.
14. Foody G.M., Atkinson P.M. Uncertainty in Remote Sensing and GIS 2002, Wiley, United State.
15. Fotheringham A.S., Brunsdon C., Charlton M.E. Geographically Weighted Regression: The Analysis of Spatially Varying Relationships 2002, Wiley, Chichester.
16. Goovaerts P. Geostatistics for Natural Resources Evaluation 1997, Oxford Univ. Press, New-York. fourth ed.
17. Goovaerts P. Geostatistical tools for characterizing the spatial variability of microbiological and physic-chemical soil properties. Biol. Fertil. Soils 1998, 27:315-334.
18. Goovaerts P. Geostatistics in soil science. state of the art and perspectives. Geoderma. 1999, 89:1-45.
19. Grassi P., Fattore E., Generoso C., Fanelli R., Arvati M., Zuccato E. Polychlorobiphenyls (PCBs), polychlorinated dibenzo-p-dioxins (PCDDs) and bidenzofurans (PCDFs) in fruit and vegetables from an industrial area in northern Italy. Chemosphere 2010, 79:292-298.
20. Hengl T. A Practical Guide to Geostatistical Mapping of Environmental Variables 2007, JRC Scientific and Technical Reports, European Commission.
21. Jopp F., Reuter H., Breckling B. Modelling Complex Ecological Dynamics, An Introduction into Ecological Modelling 2011, Springer-Verlag, Berlin.
22. Jun-Hong L., Fujio K., Pei-Yu W., Masafumi N., Toshiyoshi N., Yan W. Levels of persistent organic pollutants in human milk in two Chinese coastal cities, Tianjin and Yantai: influence of fish consumption. Chemosphere 2009, 75:634-639.
23. Krivoruchko K., Gotway C.A. Creating exposure maps using Kriging. Public Health GIS News and Information 2004, 56:11-16.
24. Liu J., Liu W. Distribution of polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDDs/Fs) and dioxin-like polychlorinated biphenyls (dioxin-like PCBs) in the soil in a typical area of eastern China. J. Hazard. Mater. 2009, 163:959-966.
25. Lloyd C. Local Models for Spatial Analysis 2007, CRC Press, Boca Raton. second ed.
26. Lu G.Y., Wong D. An adaptive inverse distance weighting spatial interpolation technique. Comput. Geosci. 2008, 34:1044-1055.
27. Maantay J.A., McLafferty S. Geospatial analysis of environmental health. Geotechnologies and the Environment 2011, 395-409. Springer-Verlag, Berlin. J.A. Maantay, S. McLafferty (Eds.).
28. Menichini E., Iacovella N., Monfredini F., Turrio-Baldassarri L. Atmospheric pollution by PAHs, PCDD/Fs and PCBs simultaneously collected at a regional background site in central Italy and at an urban site in Rome. Chemosphere 2007, 69:422-434.
29. Motelay-Massei A., Ollivon D., Garban B., Teil M. Distribution and spatial trends of PAHs and PCBs in soils in the Seine River basin, France. Chemosphere 2004, 55:555-565.
30. Myers J.C. Geostatistical Error Management 1997, Van Nostrand Reinhold, NY.
31. Olea R. A six-step practical approach to semivariogram modeling. Stoch. Environ. Res. Risk. Assess. 2006, 20:307-318.
32. Paez A., Wheeler D.C. Geographically weighted regression. International Encyclopedia of Human Geography 2009, 407-414. Elsevier, Oxford. R. Kitchin, N. Thrift (Eds.).
33. Rhind S. Endocrine disrupting compounds and farm animals: their properties, actions and routes of exposure. Domestic Anim. Endocrinol. 2002, 23:179-187.
34. Salihoglu G., Tasdemir Y. Prediction of the PCB pollution in the soils of Bursa, and industrial city in Turkey. J. Hazard. Mater. 2009, 164:1523-1531.
35. Schecter A., Birnbaum L., Ryan J., Constable J. Dioxins: an overview. Environ. Res. 2006, 101:419-428.
36. Schmid P., Gujer E., Zenneg M., Studer C. Temporal and local trends of PCDD/F levels in cow's milk in Switzerland. Chemosphere 2003, 53:129-136.
37. Schmid P., Gujer E., Zennegg M., Bucheli T., Desaules A. Correlation of PCDD/F and PCB concentrations in soil samples from the Swiss soil monitoring network (NABO) to specific parameters of the observations sites. Chemosphere 2005, 58:227-234.
38. Schuhmacher M., Granero S., Llobet J., Kok H., Domingo J. Chemosphere 1997, 35:1947-1958.
39. Seddighi H.R., Lawler K.A., Katos A.V. Econometrics: A Practical Approach 2004, Routledge, London.
40. Soares M.S., Julia S., Vrancken J.L.M. Real-time scheduling of batch systems using petri nets and linear logic. Int. J. Syst. Softw. 2008, 81:1983-1996.
41. Vives I., Muller A., Umlauf G., Christoph E., Mariani G., Skejo H., Cenci R., Sena F., Beone G. Levels of PCDD/Fs and trace elements in superficial soils of Pavia Province (Italy). Environ. Int. 2008, 34:994-1000.
42. Wackernagel H. Multivariate Geostatistics: An Introduction with Applications 2003, Springer-verlag, Berlin. third ed.
43. Waller L., Gotway C. Visualizing spatial data. Applied Spatial Statistics for Public Health 2004, 8-117. John Wiley and Sons, New Jersey. Hoboken (Ed.).
44. Watson P., Teelucksingh S. Foreword to A Practical Introduction to Econometric Methods: Classical and Modern 2002, University of the West Indies Press, Jamaica. A.S. Downes (Ed.).
45. Wheeler D., Tiefelsdorf M. Multicollinearity and correlation among local regression coefficients in geographically weighted regression. J. Geogr. Syst. 2005, 7:161-187.
46. Yang X., Hodler T. Visual and statistical comparisons of surface modeling techniques for point-based environmental data. Cartogr. Geog. Inf. Sci. 2000, 17:165-175.
47. Zhang S., Peng P., Huang W., Li X., Zhang G. PCDD/PCDF pollution in soils and sediments from the Pearl River Delta of China. Chemosphere 2009, 75:1186-1195.