Cited by 66Atmospheric chemistry and aerosolsAir Quality and Health ImpactsToxic Organic Pollutants Impact

Enhanced toxicity of aerosol in fog conditions in the Po Valley, Italy

Open access
Decesari, Stefano, Sowlat, Mohammad Hossein, Hasheminassab, Sina, Sandrini, Silvia, Gilardoni, Stefania, Facchini, Maria Cristina, Fuzzi, Sandro, Sioutas, Constantinos·2017·Atmospheric Chemistry and Physics

Published version of a preprint

Abstract

Abstract. While numerous studies have demonstrated the association between outdoor exposure to atmospheric particulate matter (PM) and adverse health effects, the actual chemical species responsible for PM toxicological properties remain a subject of investigation. We provide here reactive oxygen species (ROS) activity data for PM samples collected at a rural site in the Po Valley, Italy, during the fog season (i.e., November–March). We show that the intrinsic ROS activity of Po Valley PM, which is mainly composed of biomass burning and secondary aerosols, is comparable to that of traffic-related particles in urban areas. The airborne concentration of PM components responsible for the ROS activity decreases in fog conditions, when water-soluble species are scavenged within the droplets. Due to this partitioning effect of fog, the measured ROS activity of fog water was contributed mainly by water-soluble organic carbon (WSOC) and secondary inorganic ions rather than by transition metals. We found that the intrinsic ROS activity of fog droplets is even greater (> 2.5 times) than that of the PM on which droplets are formed, indicating that redox-active compounds are not only scavenged from the particulate phase, but are also produced within the droplets. Therefore, even if fog formation exerts a scavenging effect on PM mass and redox-active compounds, the aqueous-phase formation of reactive secondary organic compounds can eventually enhance ROS activity of PM when fog evaporates. These findings, based on a case study during a field campaign in November 2015, indicate that a significant portion of airborne toxicity in the Po Valley is largely produced by environmental conditions (fog formation and fog processing) and not simply by the emission and transport of pollutants.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.5194/acp-17-7721-2017

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Fog-processed particulate matter is more toxic.

    “and is hence more toxic.”

    From Local Arctic Air Pollution: A Neglected but Serious Problem (2018) · cites this paper as Decesari et al., 2017

    The Results (§3.1) report substantially higher intrinsic ROS activity in fog water than in the original aerosol. The Abstract says fog processing can enhance PM ROS activity when fog evaporates, but presents that increase as a possibility rather than a measured, universal increase in the toxicity of fog-processed particulate matter. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • Fog-processed particulate matter contains more reactive oxygen species.

    “Further, there is evidence that fog processes PM contains more reactive oxygen species (Decesari et al., 2017)”

    From Local Arctic Air Pollution: A Neglected but Serious Problem (2018) · cites this paper as Decesari et al., 2017

    The Abstract (page unavailable) reports that fog droplets had more than 2.5 times the intrinsic ROS activity of the PM on which they formed, and says fog processing can eventually enhance PM ROS activity after evaporation. It does not establish that fog-processed PM generally contains more ROS: the measured comparison concerns ROS activity, and the post-evaporation increase is presented as a possibility. (LLM, conf=0.87)

    Experimental — accuracy not yet measured
  • Fog-processed PM can be more harmful to health.

    “Hence, the fog-processed PM can be more harmful to health (Decesari et al., 2017).”

    From Local Arctic Air Pollution: A Neglected but Serious Problem (2018) · cites this paper as Decesari et al., 2017

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 46

  1. Antinolo, M., Willis, M. D., Zhou, S. M., and Abbatt, J. P. D.: Connecting the oxidation of soot to its redox cycling abilities, Nature Communications, 6, 10.1038/ncomms7812, 2015. · DOI
  2. Atmos. Chem. Phys. Discuss., doi:10.5194/acp-2017-118, 2017 Manuscript under review for journal Atmos. Chem. Phys. Discussion started: 9 February 2017 c Author(s) 2017. CC-BY 3.0 License. increased biomass burning due to the economic crisis in Greece, Science of the Total Environment, 568, 124- 136, 10.1016/j.scitotenv.2016.05.217, 2016. · DOI
  3. Bates, J. T., Weber, R. J., Abrams, J., Verma, V., Fang, T., Klein, M., Strickland, M. J., Sarnat, S. E., Chang, H. H., Mulholland, J. A., Tolbert, P. E., and Russell, A. G.: Reactive Oxygen Species Generation Linked to Sources of Atmospheric Particulate Matter and Cardiorespiratory Effects, Environmental Science & Technology, 49, 5 13605-13612, 10.1021/acs.est.5b02967, 2015. · DOI
  4. Cassee, F. R., Heroux, M. E., Gerlofs-Nijland, M. E., and Kelly, F. J.: Particulate matter beyond mass: recent health evidence on the role of fractions, chemical constituents and sources of emission, Inhalation Toxicology, 25, 802-812, 10.3109/08958378.2013.850127, 2013. · DOI
  5. Cho, A. K., Sioutas, C., Miguel, A. H., Kumagai, Y., Schmitz, D. A., Singh, M., Eiguren-Fernandez, A., and Froines, 10 J. R.: Redox activity of airborne particulate matter at different sites in the Los Angeles Basin, Environmental Research, 99, 40-47, 10.1016/j.envres.2005.01.003, 2005. · DOI
  6. Collett, J. L., Herckes, P., Youngster, S., and Lee, T.: Processing of atmospheric organic matter by California radiation fogs, Atmospheric Research, 87, 232-241, 10.1016/j.atmosres.2007.11.005, 2008. · DOI
  7. Crippa, M., Canonaco, F., Lanz, V. A., Aijala, M., Allan, J. D., Carbone, S., Capes, G., Ceburnis, D., Dall'Osto, M., 15 Day, D. A., DeCarlo, P. F., Ehn, M., Eriksson, A., Freney, E., Hildebrandt Ruiz, L., Hillamo, R., Jimenez, J. L., Junninen, H., Kiendler-Scharr, A., Kortelainen, A. M., Kulmala, M., Laaksonen, A., Mensah, A., Mohr, C., Nemitz, E., O'Dowd, C., Ovadnevaite, J., Pandis, S. N., Petaja, T., Poulain, L., Saarikoski, S., Sellegri, K., Swietlicki, E., Tiitta, P., Worsnop, D. R., Baltensperger, U., and Prevot, A. S. H.: Organic aerosol components derived from 25 AMS data sets across Europe using a consistent ME-2 based source apportionment approach, 20 Atmospheric Chemistry and Physics, 14, 6159-6176, 10.5194/acp-14-6159-2014, 2014. · DOI · Paper page
  8. Daher, N., Ruprecht, A., Invernizzi, G., De Marco, C., Miller-Schulze, J., Heo, J. B., Shafer, M. M., Shelton, B. R., Schauer, J. J., and Sioutas, C.: Characterization, sources and redox activity of fine and coarse particulate matter in Milan, Italy, Atmospheric Environment, 49, 130-141, 10.1016/j.atmosenv.2011.12.011, 2012. · DOI
  9. Delfino, R. J., Staimer, N., Tjoa, T., Arhami, M., Polidori, A., Gillen, D. L., George, S. C., Shafer, M. M., Schauer, J. J., and Sioutas, C.: Associations of Primary and Secondary Organic Aerosols With Airway and Systemic 30 Inflammation in an Elderly Panel Cohort, Epidemiology, 21, 892-902, 10.1097/EDE.0b013e3181f20e6c, 2010. · DOI
  10. Dockery, D. W., and Stone, P. H.: Cardiovascular risks from fine particulate air pollution, New England Journal of Medicine, 356, 511-513, 10.1056/NEJMe068274, 2007. · DOI
  11. Du, L., Su, Y. Y., Sun, D. B., Zhu, W. H., Wang, J. Y., Zhuang, X. H., Zhou, S. N., and Lu, Y. J.: Formic acid induces Yca1p-independent apoptosis-like cell death in the yeast Saccharomyces cerevisiae, Fems Yeast Research, 8, 35 531-539, 10.1111/j.1567-1364.2008.00375.x, 2008. · DOI
  12. Ervens, B., Turpin, B. J., and Weber, R. J.: Secondary organic aerosol formation in cloud droplets and aqueous particles (aqSOA): a review of laboratory, field and model studies, Atmospheric Chemistry and Physics, 11, 11069-11102, 10.5194/acp-11-11069-2011, 2011. · DOI
  13. Facchini, M. C., Fuzzi, S., Zappoli, S., Andracchio, A., Gelencser, A., Kiss, G., Krivacsy, Z., Meszaros, E., Hansson, 40 H. C., Alsberg, T., and Zebuhr, Y.: Partitioning of the organic aerosol component between fog droplets and interstitial air, Journal of Geophysical Research-Atmospheres, 104, 26821-26832, 10.1029/1999jd900349, 1999. · DOI
  14. Fang, T., Verma, V., Guo, H., King, L. E., Edgerton, E. S., and Weber, R. J.: A semi-automated system for quantifying the oxidative potential of ambient particles in aqueous extracts using the dithiothreitol (DTT) 45 assay: results from the Southeastern Center for Air Pollution and Epidemiology (SCAPE), Atmospheric Measurement Techniques, 8, 471-482, 10.5194/amt-8-471-2015, 2015. · DOI
  15. Fuzzi, S., Orsi, G., Nardini, G., Facchini, M. C., McLaren, S., McLaren, E., and Mariotti, M.: HETEROGENEOUS PROCESSES IN THE PO VALLEY RADIATION FOG, Journal of Geophysical Research-Atmospheres, 93, 11141- 11151, 10.1029/JD093iD09p11141, 1988. · DOI
  16. Fuzzi, S., Orsi, G., Bonforte, G., Zardini, B., and Franchini, P. L.: An automated fog water collector suitable for deposition networks: Design, operation and field tests, Water Air and Soil Pollution, 93, 383-394, 10.1023/a:1022108801083, 1997. · DOI
  17. Atmos. Chem. Phys. Discuss., doi:10.5194/acp-2017-118, 2017 Manuscript under review for journal Atmos. Chem. Phys. Discussion started: 9 February 2017 c Author(s) 2017. CC-BY 3.0 License. Gauderman, W. J., Urman, R., Avol, E., Berhane, K., McConnell, R., Rappaport, E., Chang, R., Lurmann, F., and Gilliland, F.: Association of Improved Air Quality with Lung Development in Children, New England Journal of Medicine, 372, 905-913, 10.1056/NEJMoa1414123, 2015. · DOI
  18. Gilardoni, S., Massoli, P., Giulianelli, L., Rinaldi, M., Paglione, M., Pollini, F., Lanconelli, C., Poluzzi, V., Carbone, S., Hillamo, R., Russell, L. M., Facchini, M. C., and Fuzzi, S.: Fog scavenging of organic and inorganic aerosol in the Po Valley, Atmospheric Chemistry and Physics, 14, 6967-6981, 10.5194/acp-14-6967-2014, 2014. · DOI
  19. Gilardoni, S., Massoli, P., Paglione, M., Giulianelli, L., Carbone, C., Rinaldi, M., Decesari, S., Sandrini, S., 10 Costabile, F., Gobbi, G. P., Pietrogrande, M. C., Visentin, M., Scotto, F., Fuzzi, S., and Facchini, M. C.: Direct observation of aqueous secondary organic aerosol from biomass-burning emissions, Proceedings of the National Academy of Sciences of the United States of America, 113, 10013-10018, 10.1073/pnas.1602212113, 2016. · DOI
  20. Giulianelli, L., Gilardoni, S., Tarozzi, L., Rinaldi, M., Decesari, S., Carbone, C., Facchini, M. C., and Fuzzi, S.: Fog 15 occurrence and chemical composition in the Po valley over the last twenty years, Atmospheric Environment, 98, 394-401, 10.1016/j.atmosenv.2014.08.080, 2014. · DOI
  21. Hallberg, A., Ogren, J. A., Noone, K. J., Heintzenberg, J., Berner, A., Solly, I., Kruisz, C., Reischl, G., Fuzzi, S., Facchini, M. C., Hansson, H. C., Wiedensohler, A., and Svenningsson, I. B.: PHASE PARTITIONING FOR DIFFERENT AEROSOL SPECIES IN FOG, Tellus Series B-Chemical and Physical Meteorology, 44, 545-555, 20 10.1034/j.1600-0889.1992.t01-2-00008.x, 1992. · DOI
  22. Hasheminassab, S., Daher, N., Schauer, J. J., and Sioutas, C.: Source apportionment and organic compound characterization of ambient ultrafine particulate matter (PM) in the Los Angeles Basin, Atmospheric Environment, 79, 529-539, 10.1016/j.atmosenv.2013.07.040, 2013. · DOI
  23. Henry, R. C.: Current factor-analysis receptor models are ill-posed, Atmospheric Environment, 21, 1815-1820, 25 10.1016/0004-6981(87)90122-3, 1987. · DOI
  24. Hu, D., Bian, Q. J., Lau, A. K. H., and Yu, J. Z.: Source apportioning of primary and secondary organic carbon in summer PM2.5 in Hong Kong using positive matrix factorization of secondary and primary organic tracer data, Journal of Geophysical Research-Atmospheres, 115, 10.1029/2009jd012498, 2010. · DOI
  25. Janssen, N. A. H., Hoek, G., Simic-Lawson, M., Fischer, P., van Bree, L., ten Brink, H., Keuken, M., Atkinson, R. 30 W., Anderson, H. R., Brunekreef, B., and Cassee, F. R.: Black Carbon as an Additional Indicator of the Adverse Health Effects of Airborne Particles Compared with PM10 and PM2.5, Environmental Health Perspectives, 119, 1691-1699, 10.1289/ehp.1003369, 2011. · DOI
  26. Landreman, A. P., Shafer, M. M., Hemming, J. C., Hannigan, M. P., and Schauer, J. J.: A macrophage-based method for the assessment of the reactive oxygen species (ROS) activity of atmospheric particulate matter (PM) and application to routine (daily-24 h) aerosol monitoring studies, Aerosol Science and Technology, 42, 946-957, 10.1080/02786820802363819, 2008. · DOI
  27. McWhinney, R. D., Gao, S. S., Zhou, S. M., and Abbatt, J. P. D.: Evaluation of the Effects of Ozone Oxidation 40 on Redox-Cycling Activity of Two-Stroke Engine Exhaust Particles, Environmental Science & Technology, 45, 2131-2136, 10.1021/es102874d, 2011. · DOI
  28. McWhinney, R. D., Badali, K., Liggio, J., Li, S. M., and Abbatt, J. P. D.: Filterable Redox Cycling Activity: A Comparison between Diesel Exhaust Particles and Secondary Organic Aerosol Constituents, Environmental Science & Technology, 47, 3362-3369, 10.1021/es304676x, 2013. · DOI
  29. Nel, A.: Air pollution-related illness: Effects of particles, Science, 308, 804-806, 10.1126/science.1108752, 2005. · DOI
  30. Ning, Z., and Sioutas, C.: Atmospheric Processes Influencing Aerosols Generated by Combustion and the Inference of Their Impact on Public Exposure: A Review, Aerosol and Air Quality Research, 10, 43-58, 10.4209/aaqr.2009.05.0036, 2010. · DOI
  31. Ntziachristos, L., Froines, J. R., Cho, A. K., and Sioutas, C.: Relationship between redox activity and chemical speciation of size-fractionated particulate matter, Particle and fibre toxicology, 4, 5-5, 10.1186/1743-8977- 4-5, 2007. · DOI
  32. Atmos. Chem. Phys. Discuss., doi:10.5194/acp-2017-118, 2017 Manuscript under review for journal Atmos. Chem. Phys. Discussion started: 9 February 2017 c Author(s) 2017. CC-BY 3.0 License. Okuda, T., Schauer, J. J., and Shafer, M. M.: Improved methods for elemental analysis of atmospheric aerosols for evaluating human health impacts of aerosols in East Asia, Atmospheric Environment, 97, 552-555, 10.1016/j.atmosenv.2014.01.043, 2014. · DOI
  33. Pope, C. A., Burnett, R. T., Thun, M. J., Calle, E. E., Krewski, D., Ito, K., and Thurston, G. D.: Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution, Jama-Journal of the 5 American Medical Association, 287, 1132-1141, 10.1001/jama.287.9.1132, 2002. · DOI · Paper page
  34. Saffari, A., Daher, N., Shafer, M. M., Schauer, J. J., and Sioutas, C.: Seasonal and spatial variation in dithiothreitol (DTT) activity of quasi-ultrafine particles in the Los Angeles Basin and its association with chemical species, Journal of Environmental Science and Health Part a-Toxic/Hazardous Substances & Environmental Engineering, 49, 441-451, 10.1080/10934529.2014.854677, 2014. · DOI
  35. Sanderson, P., Delgado-Saborit, J. M., and Harrison, R. M.: A review of chemical and physical characterisation 15 of atmospheric metallic nanoparticles, Atmospheric Environment, 94, 353-365, 10.1016/j.atmosenv.2014.05.023, 2014. · DOI
  36. Shafer, M. M., Hemming, J. D. C., Antkiewicz, D. S., and Schauer, J. J.: Oxidative potential of size-fractionated atmospheric aerosol in urban and rural sites across Europe, Faraday Discussions, 189, 381-405, 10.1039/c5fd00196j, 2016. · DOI
  37. Shirmohammadi, F., Hasheminassab, S., Wang, D. B., Schauer, J. J., Shafer, M. M., Delfino, R. J., and Sioutas, C.: The relative importance of tailpipe and non-tailpipe emissions on the oxidative potential of ambient particles in Los Angeles, CA, Faraday Discussions, 189, 361-380, 10.1039/c5fd00166h, 2016. · DOI
  38. Sioutas, C., Delfino, R. J., and Singh, M.: Exposure assessment for atmospheric ultrafine particles (UFPs) and implications in epidemiologic research, Environmental Health Perspectives, 113, 947-955, 10.1289/ehp.7939, 25 2005. · DOI
  39. Sowlat, M. H., Hasheminassab, S., and Sioutas, C.: Source apportionment of ambient particle number concentrations in central Los Angeles using positive matrix factorization (PMF), Atmospheric Chemistry and Physics, 16, 4849-4866, 10.5194/acp-16-4849-2016, 2016. · DOI
  40. Vautard, R., Yiou, P., and van Oldenborgh, G. J.: Decline of fog, mist and haze in Europe over the past 30 30 years, Nature Geoscience, 2, 115-119, 10.1038/ngeo414, 2009. · DOI
  41. Verma, V., Rico-Martinez, R., Kotra, N., King, L., Liu, J., Snell, T. W., and Weber, R. J.: Contribution of Water- Soluble and Insoluble Components and Their Hydrophobic/Hydrophilic Subfractions to the Reactive Oxygen Species-Generating Potential of Fine Ambient Aerosols, Environmental Science & Technology, 46, 11384- 11392, 10.1021/es302484r, 2012a. · DOI
  42. Verma, V., Rico-Martinez, R., Kotra, N., King, L., Liu, J. M., Snell, T. W., and Weber, R. J.: Contribution of Water- Soluble and Insoluble Components and Their Hydrophobic/Hydrophilic Subfractions to the Reactive Oxygen Species-Generating Potential of Fine Ambient Aerosols, Environmental Science & Technology, 46, 11384- 11392, 10.1021/es302484r, 2012b. · DOI
  43. Wang, D. B., Sowlat, M. H., Shafer, M. M., Schauer, J. J., and Sioutas, C.: Development and evaluation of a 40 novel monitor for online measurement of iron, manganese, and chromium in ambient particulate matter (PM), Science of the Total Environment, 565, 123-131, 10.1016/j.scitotenv.2016.04.164, 2016. WHO: The world health report 2007 -A safer future: global public health security in the 21st century, Geneva, 2007. WHO: Research for universal health coverage: World health report 2013, Geneva 2013. · DOI
  44. Wittkopp, S., Staimer, N., Tjoa, T., Gillen, D., Daher, N., Shafer, M., Schauer, J. J., Sioutas, C., and Delfino, R. J.: Mitochondrial Genetic Background Modifies the Relationship between Traffic-Related Air Pollution Exposure and Systemic Biomarkers of Inflammation, Plos One, 8, 10.1371/journal.pone.0064444, 2013. · DOI
  45. Zhang, Q., Jimenez, J. L., Canagaratna, M. R., Allan, J. D., Coe, H., Ulbrich, I., Alfarra, M. R., Takami, A., Middlebrook, A. M., Sun, Y. L., Dzepina, K., Dunlea, E., Docherty, K., DeCarlo, P. F., Salcedo, D., Onasch, T., 50 Jayne, J. T., Miyoshi, T., Shimono, A., Hatakeyama, S., Takegawa, N., Kondo, Y., Schneider, J., Drewnick, F., Borrmann, S., Weimer, S., Demerjian, K., Williams, P., Bower, K., Bahreini, R., Cottrell, L., Griffin, R. J., Rautiainen, J., Sun, J. Y., Zhang, Y. M., and Worsnop, D. R.: Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influenced Northern Hemisphere midlatitudes, Geophysical Research Letters, 34, 10.1029/2007gl029979, 2007. · DOI
  46. Atmos. Chem. Phys. Discuss., doi:10.5194/acp-2017-118, 2017 Manuscript under review for journal Atmos. Chem. Phys. Discussion started: 9 February 2017 c Author(s) 2017. CC-BY 3.0 License. · DOI

Cited by

Sorted by citations

Authors
Decesari, S., Sowlat, M. H., Hasheminassab, S., Sandrini, S., Gilardoni, S., Facchini, M. C., Fuzzi, S., & Sioutas, C.
Affiliations
  • Institute of Atmospheric Sciences and Climate (IT)
  • University of Southern California (US)
Corresponding author
Decesari, Stefano
Venue
Atmospheric Chemistry and Physics
Published
2017-06-28
Volume
17
Issue
12
Pages
7721-7731
ISSN
  • 1680-7316 (ISSN-L)
  • 1680-7324
OpenAlex
W2586638297
Cited by
66
References
2
Citations by year
2026: 6 · 2025: 5 · 2024: 9 · 2023: 9 · 2022: 6 · 2021: 5 · 2020: 4 · 2019: 11 · 2018: 7 · 2017: 4
FWCI
4.12
Type
journal article
Language
en
Open access
Locations
  • Atmospheric chemistry and physics (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Seventh Framework Programme (603445)
Topics
  • Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › Atmospheric chemistry and aerosols
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Toxic Organic Pollutants Impact
Keywords
particulate matter toxicity, reactive oxygen species, fog, water-soluble organic carbon, secondary organic aerosol, biomass burning aerosols, secondary inorganic ions, redox-active molecules, Po Valley, rural air pollution

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review