Analysis of dynamics in Cd, Fe, and Pb in particulate matter by using the fisher-shannon method

Water, Air, and Soil Pollution

Volumn 201, Issue 1-4, 2009, Pages 33-41

  Telesca, Luciano ^a   Caggiano, Rosa ^a   Lapenna, Vincenzo ^a   Lovallo, Michele ^a   Trippetta, Serena ^a   MacChiato, Maria ^b  

^a CNR   (Italy)

^b UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

Fisher information measure; Heavy metals; Particulate matter; Shannon entropy

Indexed keywords

COMPLEX DYNAMICS; CONCENTRATION OF; FISHER INFORMATION MEASURE; FISHER INFORMATION MEASURES; INDUSTRIAL AREA; PARTICULATE MATTER; SHANNON ENTROPY; SHANNON INFORMATION; SOUTHERN ITALY;

CADMIUM; DYNAMICS; ENTROPY; LEAD ALLOYS; METALS; POLLUTION;

FISHER INFORMATION MATRIX;

CADMIUM; IRON; LEAD;

CADMIUM; CONCENTRATION (COMPOSITION); ENTROPY; IRON; LEAD; PARTICULATE MATTER;

ANALYTIC METHOD; ARTICLE; DYNAMICS; ENTROPY; FISHER INFORMATION MEASURE; GEOGRAPHY; ITALY; PARTICULATE MATTER; SHANNON ENTROPY; STATISTICAL ANALYSIS; SUSPENDED PARTICULATE MATTER;

EID: 67449163809     PISSN: 00496979     EISSN: 15732932     Source Type: Journal    
DOI: 10.1007/s11270-008-9924-4     Document Type: Article

References (42)

1. G. çberg J. M. Pacyna H. Stray B. L. Skjelkvåle 1999 The origin of atmospheric lead in Oslo, Norway, studied with the use of isotopic ratios Atmospheric Environment 33 3335 3344 (Pubitemid 29324673)
2. I. F. Al-Momani A. S. Daradkeh A. T. Haj-Hussein Y. A. Yousef Q. M. Jaradat K. A. Momani 2005 Trace elements in daily collected aerosols in Al-Hashimya, central Jordan Atmospheric Research 73 87 100
3. H. Arslan 2001 Heavy metals in street dust in Bursa, Turkey Journal of Trace and Microprobe Techniques 19 439 445 (Pubitemid 33769375)
4. Bartnicki, J., Gusev, A., Barrett, K., & Simpson, D. (2002). Atmospheric Supply of Nitrogen, Lead, Cadmium, Mercury and Dioxins/Furans to the Baltic Sea in 2001. MSC-W Note 6/02.
5. F. Beavington P. A. Cawse A. Wakenshaw 2004 Comparative studies of atmospheric trace elements: improvements in air quality near a copper smelter Science of the Total Environment 332 39 49 (Pubitemid 39172141)
6. R. Caggiano M. D'Emilio M. Macchiato M. Ragosta 2001 Experimental and statistical investigation on atmospheric heavy metal concentrations in an industrial area of Southern Italy Il Nuovo Cimento C 24 391 406
7. D. B. De Araujo W. Tedeschi A. C. Santos J. Elias U. P. C. Neves O. Baffa 2003 Shannon entropy applied to the analysis of event-related fMRI time series NeuroImage 20 311 317 (Pubitemid 37188519)
8. A. Dembo T. M. Cover J. A. Thomas 1991 Information theoretic inequalities IEEE Transactions on Information Theory 37 1501 1518
9. Devroye, L. A. (1987). Course on density estimation. Boston: Birkhäuser.
10. D. Dordević Z. Vukmirović I. Tošić M. Unkašević 2004 Contribution of dust transport and resuspension to particulate matter levels in the Mediterranean atmosphere Atmospheric Environment 38 3637 3645 (Pubitemid 38746959)
11. V. A. Epanechnikov 1969 Nonparametric estimates of a multivariate probability density Theory of Probability and its Applications 14 153 158
12. C. Y. Gao E. D. Nelson M. P. Field Q. Ding H. Li R. M. Sherrell 2002 Characterization of atmospheric trace elements on PM2.5 particulate matter over the New York-New Jersey harbor estuary Atmospheric Environment 36 1077 1086 (Pubitemid 34097787)
13. S. L. Gong L. A. Barrie 2005 Trends of heavy metal components in the Arctic aerosols and their relationship to the emissions in the Northern Hemisphere Science of the Total Environment 342 175 183 (Pubitemid 40615292)
14. A. J. Fernández-Espinosa M. Ternero-Rodríguez 2004 Study of traffic pollution by metals in Seville (Spain) by physical and chemical speciation methods Analytical & Bioanalytical Chemistry 379 684 699 (Pubitemid 40871526)
15. R. A. Fisher 1925 Theory of statistical estimation Proc Cambridge Philos Soc 22 700 725
16. B. R. Frieden 1990 Fisher information, disorder, and the equilibrium distributions of physics Physiological Reviews A 41 4265 4276
17. S. Fuhrman M. J. Cunningham X. Wen G. Zweiger J. J. Seilhamer R. Somogyi 2000 The application of Shannon entropy in the identification of putative drug targets BioSystems 55 5 14 (Pubitemid 30162935)
18. Hillborn, R. C. (1994). Chaos and nonlinear dynamics. New York: Oxford University Press.
19. D. Hjortenkrans B. Bergbäck A. Häggerud 2006 New Metal Emission Patterns in Road Traffic Environments Environmental Monitoring and Assessment 117 85 98 (Pubitemid 44255927)
20. C. Hueglin R. Gehrig U. Baltensperger M. Gysel C. Monn H. Vonmont 2005 Chemical characterisation of PM2.5, PM10 and coarse particles at urban, near-city and rural sites in Switzerland Atmospheric Environment 39 637 651
21. Janicki, A., & Weron, A. (1994). Simulation and chaotic behavior of α-stable stochastic processes. New York: Marcel Dekker.
22. Q. M. Jaradat K. A. Momani A. G. Jiries A. El-Alali M. I. Batarseh T. G. Sabri 1999 Chemical composition of urban wet deposition in Amman, Jordan Water, Air, and Soil Pollution 112 55 65 (Pubitemid 29230808)
23. G. J. K. Komarnicki 2005 Lead and cadmium in indoor air and the urban environment Environmental Pollution 136 47 61
24. N. Manalis G. Grivas V. Protonotarios A. Moutsatsou C. Samara A. Chaloulakou 2005 Toxic metal content of particulate matter (PM10), within the Greater Area of Athens Chemosphere 60 557 566 (Pubitemid 40798439)
25. M. T. Martin F. Pennini A. Plastino 1999 Fisher's information and the analysis of complex signals Physics Letters A 256 173 180
26. M. T. Martin J. Perez A. Plastino 2001 Fisher information and nonlinear dynamics Physica A 291 523 532 (Pubitemid 32263034)
27. J. O. Nriagu J. M. Pacyna 1988 Quantitative assessment of worldwide contamination of air, water and soils by trace metals Nature 320 735 738
28. E. G. Pacyna J. M. Pacyna J. Fudala E. Strzelecka-Jastrzab S. Hlawiczka D. Panasiuk 2007 Current and future emissions of selected heavy metals to the atmosphere from anthropogenic sources in Europe Atmospheric Environment 41 8557 8566 (Pubitemid 350151952)
29. X. Querol M. Viana A. Alastuey F. Amato T. Moreno S. Castillo 2007 Source origin of trace elements in PM from regional background, urban and industrial sites of Spain Atmospheric Environment 41 7219 7231 (Pubitemid 47484264)
30. M. Ragosta R. Caggiano M. D'Emilio M. Macchiato 2002 Source origin and parameters influencing levels of heavy metals in TSP, in an industrial background area of Southern Italy Atmospheric Environment 36 3071 3087 (Pubitemid 34665359)
31. M. Ragosta R. Caggiano M. D'Emilio M. Macchiato S. Sabia S. Trippetta 2006 PM10 and heavy metal measurements in an industrial area of Southern Italy Atmospheric Research 81 304 319 (Pubitemid 44276205)
32. M. Ragosta R. Caggiano M. Macchiato S. Sabia S. Trippetta 2008 Trace elements in daily collected aerosols: source identification in a long term study Atmospheric Research 89 206 217
33. P. E. Rasmussen 1998 Long-range atmospheric transport of trace metals: the need for geoscience perspectives Environmental Geology 33 96 108 (Pubitemid 28199234)
34. S. Rodríguez X. Querol A. Alastuey M. Viana M. Alarcón E. Mantilla 2004 Comparative PM10-PM2.5 source contribution study at rural, urban and industrial sites during PM episodes in Eastern Spain Science of the Total Environment 328 95 113 (Pubitemid 38798190)
35. E. Rizzio L. Bergamaschi M. G. Valcuvia A. Profumo M. Gallorini 2001 Trace elements determination in lichens and in the airborne particulate matter for the evaluation of the atmospheric pollution in a region of northern Italy Environment International 26 543 549 (Pubitemid 32677467)
36. C. Samara D. Voutsa 2005 Size distribution of airborne particulate matter and associated heavy metals in the roadside environment Chemosphere 59 1197 1206
37. C. E. Shannon 1948 A mathematical theory of communication Bell System Technical Journal 27 379 423
38. T. Slini A. Kaprara K. Karatzas N. Moussiopoulos 2006 PM10 forecasting for Thessaloniki, Greece Environmental Modelling and Software 21 559 565
39. N. S. Thomaidis E. B. Bakeas P. A. Sisko 2003 Characterization of lead, cadmium, arsenic and nickel in PM2.5 particles in the Athens atmosphere, Greece Chemosphere 52 959 966 (Pubitemid 36737127)
40. M. Vallius T. Lanki P. Tiittanen K. Koistinen J. Ruuskanen J. Pekkanen 2003 Source apportionment of urban ambient PM2.5 in two successive measurement campaigns in Helsinki, Finland Atmospheric Environment 37 615 623 (Pubitemid 36629178)
41. M. Viana X. Querol T. Götschi A. Alastuey J. Sunyer B. Forsberg 2007 Source apportionment of ambient PM2.5 at five Spanish centres of the European community respiratory health survey (ECRHS II) Atmospheric Environment 41 1395 1406 (Pubitemid 46149434)
42. C. Vignat J. F. Bercher 2003 Analysis of signals in the Fisher-Shannon information plane Physics Letters A 312 27 33