The DOI matches its Crossref record; 47 of the 47 references it cites were found in a registry or an index.
Contribution of Wildland-Fire Smoke to US PM2.5 and Its Influence on Recent Trends
Abstract
Seasonal-mean concentrations of particulate matter with diameters smaller than 2.5 μm (PM 2.5 ) have been decreasing across the United States (US) for several decades, with large reductions in spring and summer in the eastern US. In contrast, summertime-mean PM 2.5 in the western US has not significantly decreased. Wildfires, a large source of summertime PM 2.5 in the western US, have been increasing in frequency and burned area in recent decades. Increases in extreme PM 2.5 events attributable to wildland fires have been observed in wildfire-prone regions, but it is unclear how these increases impact trends in seasonal-mean PM 2.5 . Using two distinct methods, (1) interpolated surface observations combined with satellite-based smoke plume estimates and (2) the GEOS-Chem chemical transport model (CTM), we identify recent trends (2006–2016) in summer smoke, nonsmoke, and total PM 2.5 across the US. We observe significant decreases in nonsmoke influenced PM 2.5 in the western US and find increases in summer-mean smoke PM 2.5 in fire-prone regions, although these are not statistically significant due to large interannual variability in the abundance of smoke. These results indicate that without the influence of wildland fires, we would expect to have observed improvements in summer fine particle pollution in the western US but likely weaker improvements than those observed in the eastern US.
Overview
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.
Integrity signals
Registry
Cites
Statistics
Verification
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.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2)
Gelaro, R., McCarty, W., Suárez, M. J., Todling, R., Molod, A., Takacs, L., Randles, C. A., Darmenov, A., Bosilovich, M. G., Reichle, R., et al. (2017) · Journal of Climate · doi:10.1175/jcli-d-16-0758.1 · Cited by 9,010
Warming and earlier spring increase western U.S. forest wildfire activity.
Westerling, A. L., Hidalgo, H. G., Cayan, D. R., & Swetnam, T. W. (2006) · Science · doi:10.1126/science.1128834 · Cited by 5,176
Impact of anthropogenic climate change on wildfire across western US forests
Abatzoglou, J. T., & Williams, A. P. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1607171113 · Cited by 3,073
(2010) · doi:10.5194/acp-10-11707-2010 · Cited by 2,859
Global fire emissions estimates during 1997–2016
(2017) · doi:10.5194/essd-9-697-2017 · Cited by 2,493
Giglio, L., Randerson, J. T., & van der Werf, G. R. (2013) · Journal of Geophysical Research: Biogeosciences · doi:10.1002/jgrg.20042 · Cited by 1,605
Critical Review of Health Impacts of Wildfire Smoke Exposure
Reid, C. E., Brauer, M., Johnston, F. H., Jerrett, M., Balmes, J. R., & Elliott, C. T. (2016) · Environmental Health Perspectives · doi:10.1289/ehp.1409277 · Cited by 1,396
Large wildfire trends in the western United States, 1984–2011
Dennison, P. E., Brewer, S. C., Arnold, J. D., & Moritz, M. A. (2014) · Geophysical Research Letters · doi:10.1002/2014gl059576 · Cited by 1,322
Increasing western US forest wildfire activity: sensitivity to changes in the timing of spring
Westerling, A. L. (2016) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2015.0178 · Cited by 1,322
Recent advances in understanding secondary organic aerosol: Implications for global climate forcing
Shrivastava, M., Cappa, C. D., Fan, J., Goldstein, A. H., Guenther, A. B., Jimenez, J. L., Kuang, C., Laskin, A., Martin, S. T., Ng, N. L., et al. (2017) · Reviews of Geophysics · doi:10.1002/2016rg000540 · Cited by 1,061
Self-citationHuman-started wildfires expand the fire niche across the United States
Balch, J. K., Bradley, B. A., Abatzoglou, J. T., Nagy, R. C., Fusco, E. J., & Mahood, A. L. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1617394114 · Cited by 1,043
Spatial analysis of air pollution and mortality in Los Angeles
Jerrett, M., Burnett, R. T., Ma, R., Pope, C. A., Krewski, D., Newbold, K. B., Thurston, G., Shi, Y., Finkelstein, N., Calle, E. E., et al. (2005) · Epidemiology · doi:10.1097/01.ede.0000181630.15826.7d · Cited by 985
Driving forces of global wildfires over the past millennium and the forthcoming century
Pechony, O., & Shindell, D. T. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1003669107 · Cited by 717
Pye, H. O. T., Liao, H., Wu, S., Mickley, L. J., Jacob, D. J., Henze, D. K., & Seinfeld, J. H. (2009) · Journal of Geophysical Research: Atmospheres · doi:10.1029/2008jd010701 · Cited by 456
Spracklen, D. V., Mickley, L. J., Logan, J. A., Hudman, R. C., Yevich, R., Flannigan, M. D., & Westerling, A. L. (2009) · Journal of Geophysical Research: Atmospheres · doi:10.1029/2008jd010966 · Cited by 453
US particulate matter air quality improves except in wildfire-prone areas
McClure, C. D., & Jaffe, D. A. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1804353115 · Cited by 448
Climate change presents increased potential for very large fires in the contiguous United States
Barbero, R., Abatzoglou, J. T., Larkin, N. K., Kolden, C. A., & Stocks, B. (2015) · International Journal of Wildland Fire · doi:10.1071/wf15083 · Cited by 434
Particulate air pollution from wildfires in the Western US under climate change
Liu, J. C., Mickley, L. J., Sulprizio, M. P., Dominici, F., Yue, X., Ebisu, K., Anderson, G. B., Khan, R. F. A., Bravo, M. A., & Bell, M. L. (2016) · Climatic Change · doi:10.1007/s10584-016-1762-6 · Cited by 363
Spatial interpolation of air pollution measurements using CORINE land cover data
Janssen, S., Dumont, G., Fierens, F., & Mensink, C. (2008) · Atmospheric Environment · doi:10.1016/j.atmosenv.2008.02.043 · Cited by 359
The fire frequency‐severity relationship and the legacy of fire suppression in California forests
Steel, Z. L., Safford, H. D., & Viers, J. H. (2015) · Ecosphere · doi:10.1890/es14-00224.1 · Cited by 339
Future Fire Impacts on Smoke Concentrations, Visibility, and Health in the Contiguous United States
Ford, B., Val Martin, M., Zelasky, S. E., Fischer, E. V., Anenberg, S. C., Heald, C. L., & Pierce, J. R. (2018) · GeoHealth · doi:10.1029/2018gh000144 · Cited by 307
Self-citationYue, X., Mickley, L. J., Logan, J. A., & Kaplan, J. O. (2013) · Atmospheric Environment · doi:10.1016/j.atmosenv.2013.06.003 · Cited by 262
Wettstein, Z. S., Hoshiko, S., Fahimi, J., Harrison, R. J., Cascio, W. E., & Rappold, A. G. (2018) · Journal of the American Heart Association · doi:10.1161/jaha.117.007492 · Cited by 249
Shah, V., Jaeglé, L., Thornton, J. A., Lopez-Hilfiker, F. D., Lee, B. H., Schroder, J. C., Campuzano-Jost, P., Jimenez, J. L., Guo, H., Sullivan, A. P., et al. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1803295115 · Cited by 220
Description and Verification of the NOAA Smoke Forecasting System: The 2007 Fire Season
Rolph, G. D., Draxler, R. R., Stein, A. F., Taylor, A., Ruminski, M. G., Kondragunta, S., Zeng, J., Huang, H.-C., Manikin, G., McQueen, J. T., et al. (2009) · Weather and Forecasting · doi:10.1175/2008waf2222165.1 · Cited by 186
Leibensperger, E. M., Mickley, L. J., Jacob, D. J., Chen, W.-T., Seinfeld, J. H., Nenes, A., Adams, P. J., Streets, D. G., Kumar, N., & Rind, D. (2012) · Atmospheric Chemistry and Physics · doi:10.5194/acp-12-3333-2012 · Cited by 179
Gan, R. W., Ford, B., Lassman, W., Pfister, G., Vaidyanathan, A., Fischer, E., Volckens, J., Pierce, J. R., & Magzamen, S. (2017) · GeoHealth · doi:10.1002/2017gh000073 · Cited by 174
Self-citationBrey, S. J., Ruminski, M. G., Atwood, S. A., & Fischer, E. V. (2018) · Atmospheric chemistry and physics · doi:10.5194/acp-18-1745-2018 · Cited by 155
Self-citationInterannual Variations in PM2.5 due to Wildfires in the Western United States
Jaffe, D. A., Hafner, W. D., Chand, D., Westerling, A. L., & Spracklen, D. V. (2008) · Environmental Science & Technology · doi:10.1021/es702755v · Cited by 144
Martin, M. V., Heald, C. L., Lamarque, J., Tilmes, S., Emmons, L. K., & Schichtel, B. A. (2015) · Atmospheric chemistry and physics · doi:10.5194/acp-15-2805-2015 · Cited by 135
David, L. M., Ravishankara, A. R., Kodros, J. K., Pierce, J. R., Venkataraman, C., & Sadavarte, P. (2018) · GeoHealth · doi:10.1029/2018gh000169 · Cited by 133
Self-citationWildfires drive interannual variability of organic carbon aerosol in the western U.S. in summer
Spracklen, D. V., Logan, J. A., Mickley, L. J., Park, R. J., Yevich, R., Westerling, A. L., & Jaffe, D. A. (2007) · Geophysical Research Letters · doi:10.1029/2007gl030037 · Cited by 121
Barbero, R., Abatzoglou, J. T., Steel, E. A., & Larkin, N. K. (2014) · Environmental Research Letters · doi:10.1088/1748-9326/9/12/124009 · Cited by 120
Lassman, W., Ford, B., Gan, R. W., Pfister, G. G., Magzamen, S. L., Fischer, E. V., & Pierce, J. R. (2017) · GeoHealth · doi:10.1002/2017gh000049 · Cited by 108
Self-citationCauses and consequences of decreasing atmospheric organic aerosol in the United States
Ridley, D. A., Heald, C. L., Ridley, K. J., & Kroll, J. H. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1700387115 · Cited by 107
Attwood, A. R., Washenfelder, R. A., Brock, C. A., Hu, W., Baumann, K., Campuzano‐Jost, P., Day, D. A., Edgerton, E. S., Murphy, D. M., Palm, B. B., et al. (2014) · Geophysical Research Letters · doi:10.1002/2014gl061669 · Cited by 101
Decreases in elemental carbon and fine particle mass in the United States
Murphy, D. M., Chow, J. C., Leibensperger, E. M., Malm, W. C., Pitchford, M. L., Schichtel, B. A., Watson, J. G., & White, W. H. (2011) · Atmospheric chemistry and physics · doi:10.5194/acp-11-4679-2011 · Cited by 92
Lindaas, J., Farmer, D. K., Pollack, I. B., Abeleira, A., Flocke, F., Roscioli, R., Herndon, S. C., & Fischer, E. V. (2017) · Atmospheric chemistry and physics · doi:10.5194/acp-17-10691-2017 · Cited by 85
Self-citationKoplitz, S. N., Nolte, C. G., Pouliot, G., Vukovich, J. M., & Beidler, J. (2018) · Atmospheric Environment · doi:10.1016/j.atmosenv.2018.08.020 · Cited by 82
Brey, S. J., Barnes, E. A., Pierce, J. R., Wiedinmyer, C., & Fischer, E. V. (2018) · Earth s Future · doi:10.1029/2018ef000972 · Cited by 82
Self-citationZhu, L., Martin, M. V., Gatti, L. V., Kahn, R. A., Hecobian, A., & Fischer, E. V. (2018) · Geoscientific model development · doi:10.5194/gmd-11-4103-2018 · Cited by 71
Self-citationBlanchard, C. L., Hidy, G. M., Tanenbaum, S. J., Edgerton, E. S., & Hartsell, B. E. (2012) · Journal of the Air & Waste Management Association · doi:10.1080/10962247.2012.748523 · Cited by 69
Malm, W. C., Schichtel, B. A., Hand, J. L., & Collett, J. L. (2017) · Journal of Geophysical Research Atmospheres · doi:10.1002/2017jd026865 · Cited by 62
Aerosol loading in the Southeastern United States: reconciling surface and satellite observations
Ford, B., & Heald, C. L. (2013) · Atmospheric chemistry and physics · doi:10.5194/acp-13-9269-2013 · Cited by 57
Self-citationImpacts of increasing aridity and wildfires on aerosol loading in the intermountain Western US
Hallar, A. G., Molotch, N. P., Hand, J. L., Livneh, B., McCubbin, I. B., Petersen, R., Michalsky, J., Lowenthal, D. H., & Kunkel, K. E. (2017) · Environmental Research Letters · doi:10.1088/1748-9326/aa510a · Cited by 38
Emission database for global atmospheric research (EDGAR): Version 2.0
Olivier, J. G. J., Bouwman, L., Maas, C. W. M., & Berdowski, J. J. M. (1995) · Studies in environmental science · doi:10.1016/s0166-1116(06)80262-1 · Cited by 31
Status update: is smoke on your mind? Using social media to assess smoke exposure
Ford, B., Burke, M., Lassman, W., Pfister, G. G., & Pierce, J. R. (2017) · Atmospheric chemistry and physics · doi:10.5194/acp-17-7541-2017 · Cited by 24
Self-citation
Cited by
The changing risk and burden of wildfire in the United States
Burke, M., Driscoll, A., Heft-Neal, S., Xue, J., Burney, J., & Wara, M. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2011048118 · Cited by 689
The contribution of wildfire to PM2.5 trends in the USA
Burke, M., Childs, M. L., de la Cuesta, B., Qiu, M., Li, J., Gould, C. F., Heft-Neal, S., & Wara, M. (2023) · Nature · doi:10.1038/s41586-023-06522-6 · Cited by 331
Kodros, J. K., O’Dell, K., Samet, J. M., L’Orange, C., Pierce, J. R., & Volckens, J. (2021) · GeoHealth · doi:10.1029/2021gh000482 · Cited by 93
Self-citationNew seasonal pattern of pollution emerges from changing North American wildfires
Buchholz, R. R., Park, M., Worden, H. M., Tang, W., Edwards, D. P., Gaubert, B., Deeter, M. N., Sullivan, T., Ru, M., Chin, M., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-29623-8 · Cited by 65
Metadata
- Authors
- O’Dell, K., Ford, B., Fischer, E. V., & Pierce, J. R.
- Venue
- Environmental Science & Technology
- Publisher
- American Chemical Society (ACS)
- Published
- 2019-01-25
- Volume
- 53
- Issue
- 4
- Pages
- 1797-1804
- ISSN
- 0013-936X (ISSN-L)
- 1520-5851
- OpenAlex
- W2913873397
- Cited by
- 285
- References
- 47
- FWCI
- 11.92
- Type
- journal article
- Language
- en
- Open access
- closed
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
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.