
Atmospheric Chemistry Modeling Group – Harvard University
ACMG Mickley Subgroup
Group Leaders Daniel J. Jacob and Loretta J. Mickley
Research
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The goal of our research is to understand how short-lived chemical species in the atmosphere, including tropospheric ozone and aerosol, interact with climate on global and regional scales. We use global models of climate and atmospheric chemistry together with observations from the recent and distant past. We also build statistical models to quantify observed relationships between meteorological variables and air quality. Much of our current research is focused on the air quality impacts of fire activity.
Current areas of research
Wildfires, agricultural fires, and consequences for air quality
Background

Wildfires and agricultural fires can have large impacts on air quality and atmospheric composition. For example, fires in Indonesia, used routinely to clear land for crops, can severely degrade air quality in megacities downwind. Through their effects on fires, both climate change and land-use decisions can have unexpected consequences for air quality. See also the following sections, Effects of changing air quality on human health and Impacts of aerosol trends on regional climate.
Key questions
- How will climate change affect wildfire frequency and the resulting smoke burden?
- What are the impacts of wildfires and agricultural fires on regional air quality?
- What is the utility of prescribed fires to minimize the smoke risk from large wildfires?
Selected references
- Bonilla, E. X., L. J. Mickley, G. Raheja, S. D. Eastham, J. J. Buonocore, A. Alencar, L. Verchot, D M Westervelt, and M. C. Castro, Health impacts of smoke exposure in South America: Increased risk for populations in the Amazonian Indigenous territories,Environmental Research: Health, 1, 21007, 2023.
Health impacts of smoke exposure in South America: Increased risk for populations in the Amazonian Indigenous territoriesPDFHealth impacts of smoke exposure in South America: Increased risk for populations in the Amazonian Indigenous territoriesSupplement - Cusworth, D.H., L.J. Mickley, M.P. Sulprizio, T. Liu, M.E. Marlier, R.S. DeFries, S.K. Guttikunda, and P. Gupta, Quantifying the influence of agricultural fires in northwest India on urban air pollution in Delhi, India, Env. Res. Lett., 13, 2018.
Quantifying the influence of agricultural fires in northwest India on urban air pollution in Delhi, IndiaPDFQuantifying the influence of agricultural fires in northwest India on urban air pollution in Delhi, IndiaSupplement - Feng, X., Mickley, L. J., Bell, M. L., Liu, T., Fisher, J. A., and Val Martin, M., Improved estimates of smoke exposure during Australia fire seasons: importance of quantifying plume injection heights, Atmos. Chem. Phys., 24, 2985-3007,
Improved estimates of smoke exposure during Australia fire seasons: importance of quantifying plume injection heightsDOI2024. - Kelp, M.M., M. Carroll, T. Liu, R.M. Yantosca, H.E. Hockenberry, and L.J. Mickley, Prescribed burns as a tool to mitigate future wildfire smoke exposure: Lessons for states and rural environmental justice communities, Earth’s Future, 11, e2022EF003468, 2023.
- Kim, P. S., D. J. Jacob, L. J. Mickley, S. Koplitz, M. E. Marlier, R. DeFries, S. S. Myers, B. N. Chew, and Y. H. Mao Sensitivity of population smoke exposure to fire locations in Equatorial Asia, Atmos. Environ., 102, 11-17, 2015.
Sensitivity of population smoke exposure to fire locations in Equatorial AsiaPDF - Koplitz, S. N., L. J. Mickley, M. E. Marlier, J. J. Buonocore, P. S. Kim, T. Liu, M. P. Sulprizio, R. S. DeFries, D. J. Jacob, J. Schwartz, and S. S. Myers, Public health impacts of the severe haze in Equatorial Asia in September-October 2015: Demonstration of a new framework for informing fire management strategies to reduce downwind smoke exposure, Environ. Res. Lett., 094023, doi: 10.1088/1748-9326/11/9/094023, 2016.
Public health impacts of the severe haze in Equatorial Asia in September-October 2015: Demonstration of a new framework for informing fire management strategies to reduce downwind smoke exposurePDFPublic health impacts of the severe haze in Equatorial Asia in September-October 2015: Demonstration of a new framework for informing fire management strategies to reduce downwind smoke exposureSupplement - Koplitz, S.N., L.J. Mickley, D.J. Jacob, M.E. Marlier, R.S. DeFries, D.L.A. Gaveau, B. Locatelli, J.S. Reid, P. Xian, and S.S. Myers, Role of the Madden-Julian Oscillation in the Transport of Smoke From Sumatra to the Malay Peninsula During Severe Non-El Nino Haze Events, J. Geophys. Res., 123, 6282-6294, 2018.
Role of the Madden-Julian Oscillation in the Transport of Smoke From Sumatra to the Malay Peninsula During Severe Non-El Nino Haze EventsPDF - Li, Y., L.J. Mickley, P. Liu, and J. O. Kaplan, Trends and spatial shifts in lightning fires and smoke concentrations in response to 21st century climate over the national forests and parks of the western United States, Atmos. Chem. Phys., 20, 8827-8838, 2020.
Trends and spatial shifts in lightning fires and smoke concentrations in response to 21st century climate over the national forests and parks of the western United StatesPDFTrends and spatial shifts in lightning fires and smoke concentrations in response to 21st century climate over the national forests and parks of the western United StatesSupplement - Liu, T., M.E. Marlier, R.S. DeFries, D.M. Westervelt, K.R. Xia, A.M. Fiore, L.J. Mickley, D.H. Cusworth, and G. Milly, Seasonal impact of regional outdoor biomass burning on air pollution in three Indian cities: Delhi, Bengaluru, and Pune, Atmos. Environ., 173, 83-92, 2018.
Seasonal impact of regional outdoor biomass burning on air pollution in three Indian cities: Delhi, Bengaluru, and PunePDFSeasonal impact of regional outdoor biomass burning on air pollution in three Indian cities: Delhi, Bengaluru, and PuneSupplementSeasonal impact of regional outdoor biomass burning on air pollution in three Indian cities: Delhi, Bengaluru, and PuneAnimations - Liu, T., L.J. Mickley, S. Singh, M. Jain, R.S. DeFries, and M.E. Marlier, Crop residue burning practices across north India inferred from household survey data: bridging gaps in satellite observations, Atmos. Environ. X, 8, 100091, 2020.
Crop residue burning practices across north India inferred from household survey data: bridging gaps in satellite observationsPDFCrop residue burning practices across north India inferred from household survey data: bridging gaps in satellite observationsSupplement - Liu, T., L.J. Mickley, M.E. Marlier, R.S. DeFries, M.F. Khan, M.T. Latif, and A. Karambelas, Diagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case study, Remote Sens. Environ., 237, 111557, 2020
Diagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case studyDOIDiagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case studyPDFDiagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case studySupplement - Liu, T., L.J. Mickley, and J.L. McCarty, Human-driven temporal shifts in fire activity: Southwest Russia and north Australia as case study regions, Environ. Res. Lett.,16, 044023, 2021.
Human-driven temporal shifts in fire activity: Southwest Russia and north Australia as case study regionsPDFHuman-driven temporal shifts in fire activity: Southwest Russia and north Australia as case study regionsSupplement - Liu, T., L.J. Mickley, R. Gautam, M.K. Singh, R.S. DeFries, and M.E. Marlier, Detection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air quality, Environ. Res. Lett., 16, 014014, 2021.
Detection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air qualityPDFDetection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air qualitySupplementDetection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air qualityDOI - Liu, T.,L. J. Mickley, P. N. Patel, R. Guatam, M. Jain, S. Singh, Balwinder-Singh, R. S. DeFries, and M. E. Marlier, Cascading delays in the monsoon rice growing season and postmonsoon agricultural fires likely exacerbate air pollution in north India. Journal of Geophysical Research,127 (24), 2022.
Cascading delays in the monsoon rice growing season and postmonsoon agricultural fires likely exacerbate air pollution in north IndiaPDFCascading delays in the monsoon rice growing season and postmonsoon agricultural fires likely exacerbate air pollution in north IndiaSupplement - Liu, T., F.M. Panday, M.C. Caine, M. Kelp, D.C. Pendergrass, and L.J. Mickley, Is the smoke aloft? Caveats regarding the use of the Hazard Mapping System (HMS) smoke product as a proxy for surface smoke presence across the United States, submitted to International Journal of Wildland Fire, 2025.
Is the smoke aloft? Caveats regarding the use of the Hazard Mapping System (HMS) smoke product as a proxy for surface smoke presence across the United StatesPDFIs the smoke aloft? Caveats regarding the use of the Hazard Mapping System (HMS) smoke product as a proxy for surface smoke presence across the United StatesSupplement - Marlier, M. E., K. I. Brenner, J. C. Liu, L. J. Mickley, S. Raby, E, James, R. Ahmadov, and E. Riden, Exposure of agricultural workers in California to wildfire smoke under past and future climate conditions. Environmental Research Letters,17 (9), 094045, 2020.
Exposure of agricultural workers in California to wildfire smoke under past and future climate conditionsPDFExposure of agricultural workers in California to wildfire smoke under past and future climate conditionsSupplement - Marlier, M.E., E.X. Bonilla, and L.J. Mickley, How do Brazilian fires affect air pollution and public health? GeoHealth, 4, e2020GH000331, 2020.
How do Brazilian fires affect air pollution and public health?PDF - Marlier, M., R. Defries, P.S. Kim, S.N. Koplitz, D.J. Jacob, L.J. Mickley, B.A. Margono, and S.S. Myers, Fire emissions and regional air quality impacts from fires in oil palm, timber, and logging concessions in Indonesia, Env. Res. Let., 10, 085005, 2015.
Fire emissions and regional air quality impacts from fires in oil palm, timber, and logging concessions in IndonesiaPDFFire emissions and regional air quality impacts from fires in oil palm, timber, and logging concessions in IndonesiaPDF - Marlier, M., R. Defries, P.S. Kim, D.L.A. Gaveau, S.N. Koplitz, D.J. Jacob, L.J. Mickley, B.A. Margono, S.S. Myers, Regional air quality impacts of future fire emissions in Sumatra and Kalimantan, Environ. Res. Letters, 10, 054010, 2015.
Regional air quality impacts of future fire emissions in Sumatra and KalimantanPDFRegional air quality impacts of future fire emissions in Sumatra and KalimantanSupplement - Marlier, M., R. Defries, D. Pennington, E. Nelson, E.M. Ordway, J. Lewis, S.N. Koplitz, and L.J. Mickley, Future fire emissions associated with projected land use change in Sumatra, Global Change Biology, 21, 345-362, 2015.
Future fire emissions associated with projected land use change in SumatraPDFFuture fire emissions associated with projected land use change in SumatraSupplement - Yue, X., L.J. Mickley, J.A. Logan, R.C. Hudman, M. Val Martin, and R.M. Yantosca, Impact of 2050 climate change on North American wildfire: Consequences for ozone air quality, Atmos. Chem. Phys., 15, 10033-10055, 2015.
Impact of 2050 climate change on North American wildfire: Consequences for ozone air qualityPDFImpact of 2050 climate change on North American wildfire: Consequences for ozone air qualitySupplement - Yue, X., L.J. Mickley, and J.A. Logan, Projection of wildfire activity in southern California in the mid-21st century, Clim. Dyn., 43, 1973-1991, 2014.
Projection of wildfire activity in southern California in the mid-21st centuryPDFProjection of wildfire activity in southern California in the mid-21st centurySupplement - Yue, X., L. J. Mickley, J. A. Logan, and J. O. Kaplan, Ensemble projections of wildfire activity and carbonaceous aerosol concentrations over the western United States in the mid-21st century, Atmos. Env., 77, 767-780, 2013.
Ensemble projections of wildfire activity and carbonaceous aerosol concentrations over the western United States in the mid-21st centuryPDFEnsemble projections of wildfire activity and carbonaceous aerosol concentrations over the western United States in the mid-21st centurySupplement
Press
BBC, National Geographic, New Scientist, New York Times, The Guardian (twice), Wall Street Journal, Washington Post.
Support
EPA, Health Effects Institute, NASA, NOAA, Rockefeller Foundation
Effects of changing air quality on human health
Background

Given recent and sometimes dramatic trends in emissions, climate change, and fire frequency, the atmosphere is in flux. We collaborate with biostatisticians and epidemiologists to probe the health consequences of changing air quality in the United States and elsewhere. See also the section on Wildfires and agricultural fires above.
Key questions
- How will the frequency of “smoke waves” change in the western United States in a warming climate, and what are the consequences for acute health issues?
- Will the combination of increasing heatwaves and changing pollution in future decades adversely affect human health?
- How does pollution from fossil fuel combustion affect human health worldwide?
Selected references
- Kazi, D. S., E. Katznelson, C.-L. Liu, N. M. Al-Roub, R. S. Chaudhary, D. E. Young, M. McNichol, L. J. Mickley, D. B. Kramer, W. E. Cascio, A. S. Bernstein, M. B. Rice, Climate change and cardiovascular health: A systematic review, JAMA Cardiology, 9, 748-757, 2024.
Climate change and cardiovascular health: A systematic reviewPDFClimate change and cardiovascular health: A systematic reviewSupplement - Lee, W.-C., L. Shen, P.J. Catalano, L.J. Mickley, P. Koutrakis, Effects of future temperature change on PM2.5 infiltration in the Greater Boston area, Atmos. Env., 150, 98-105, 2017.
Effects of future temperature change on PM2.5 infiltration in the Greater Boston areaPDF - Liu, J.C., A. Wilson, L.J. Mickley, K. Ebisu, M.P. Sulprizio, Y. Wang, R.D. Peng, X. Yue, F. Dominici, and M.L. Bell, Who among the elderly is most vulnerable to exposure and health risks of PM2.5 from wildfire smoke? American Journal of Epidemiology, 186, 730-735, 2017.
Who among the elderly is most vulnerable to exposure and health risks of PM2.5 from wildfire smoke?PDFWho among the elderly is most vulnerable to exposure and health risks of PM2.5 from wildfire smoke?Supplement - Liu, J.C., A. Wilson, L.J. Mickley, F. Dominici, K. Ebisu, Y. Wang, M.P. Sulprizio, R.D. Peng, X. Yue, J.Y. Son, G.B. Anderson, and M.L. Bell, Wildfire-specific fine particulate matter and risk of hospital admissions in urban and rural counties, Epidemiology, 28, 77-85, 2017.
Wildfire-specific fine particulate matter and risk of hospital admissions in urban and rural countiesPDFWildfire-specific fine particulate matter and risk of hospital admissions in urban and rural countiesSupplement - Liu, J.C., L.J. Mickley, M.P. Sulprizio, X. Yue, R.D. Peng, F. Dominici, and M.L. Bell, Future respiratory hospital admissions from wildfire smoke under climate change in the western US, Env. Res. Let., 11, 124018, 2016.
Future respiratory hospital admissions from wildfire smoke under climate change in the western USPDFFuture respiratory hospital admissions from wildfire smoke under climate change in the western USSupplement - Liu, J.C., L.J. Mickley, M.P. Sulprizio, F. Dominici, X. Yue, K Ebisul, G.B. Anderson, R.F.A. Khan, M.A. Bravo, and M.L. Bell, Particulate air pollution from wildfires in the Western US under climate change, Climatic Change, 138, 655-666, 2016.
Particulate air pollution from wildfires in the Western US under climate changePDFParticulate air pollution from wildfires in the Western US under climate changeSupplement - Madigano, J., D. Yun, T. Liu, E. Bonilla, N. Yulianti, L. J. Mickley, and M. E. Marlier, Air pollution and blood pressure: Evidence from Indonesia, GeoHealth, 2024.
Air pollution and blood pressure: Evidence from IndonesiaPDF - Marlier, M.E., T. Liu, K. Yu, J.J. Buonocore, S.N. Koplitz, R.S. DeFries, L.J. Mickley, D.J. Jacob, J. Schwartz, B.S. Wardhana, and S.S. Myers, Fires, smoke exposure, and public health: An integrative framework to maximize health benefits from peatland restoration, GeoHealth, 3, 178-189, 2019.
Fires, smoke exposure, and public health: An integrative framework to maximize health benefits from peatland restorationPDFFires, smoke exposure, and public health: An integrative framework to maximize health benefits from peatland restorationSupplement - Marais, E.A., R.F. Silvern, A. Vodonos, E. Dupin, A.S. Bokarie, L.J. Mickley, and J. Schwartz, Air quality and health impact of fossil fuel use for electricity generation and transport in Africa, Env. Sci. Tech., 53, 13524-13534, 2019.
Air quality and health impact of fossil fuel use for electricity generation and transport in AfricaPDFAir quality and health impact of fossil fuel use for electricity generation and transport in AfricaSupplement - Nyadanu, S. D., D. Foo, G. Pereira, L. J. Mickley, X. Feng, and M. L. Bell, Short-term effects of wildfire-specific fine particulate matter and its carbonaceous components on perinatal outcomes: A multicentre cohort study in New South Wales, Australia, Environment International, 191, 109007, 2024.
Short-term effects of wildfire-specific fine particulate matter and its carbonaceous components on perinatal outcomes: A multicentre cohort study in New South Wales, AustraliaPDFShort-term effects of wildfire-specific fine particulate matter and its carbonaceous components on perinatal outcomes: A multicentre cohort study in New South Wales, AustraliaSupplement - Vohra, K., A. Vodonos, J. Schwartz, E. Marais, M.P. Sulprizio, and L.J. Mickley, Global mortality from outdoor fine particle pollution generated by fossil fuel combustion: Results from GEOS-Chem, Environmental Research, 195, 110754, 2021.
Global mortality from outdoor fine particle pollution generated by fossil fuel combustion: Results from GEOS-ChemPDFGlobal mortality from outdoor fine particle pollution generated by fossil fuel combustion: Results from GEOS-ChemSupplement - Vohra, K, E. A. Marais, W. J. Bloss, J. Schwartz, L. J. Mickley, M. van Damme, L. Clarisse, and P.-F. Coheur, Rapid rise in premature mortality due to anthropogenic air pollution in fast-growing tropical cities from 2005 to 2018, Sci. Adv., 8, 2022.
Rapid rise in premature mortality due to anthropogenic air pollution in fast-growing tropical cities from 2005 to 2018PDFRapid rise in premature mortality due to anthropogenic air pollution in fast-growing tropical cities from 2005 to 2018Supplement - Woo, S.H.L, J.C. Liu, X. Yue, L.J. Mickley, and M.L. Bell, Air pollution from wildfires and human health vulnerability in Alaskan communities under climate change, Env. Res. Let., 15, 09419, 2020.
Air pollution from wildfires and human health vulnerability in Alaskan communities under climate changePDF
Press
Climate Central, NASA Image of the Day.
Support
EPA, Health Effects Institute, NASA, NIH, NOAA, Rockefeller Foundation, Wallace Global Fund.
Air quality response to changing meteorology and climate
Background

Weather is a major factor affecting surface air quality, and it follows that climate change could impose a significant “climate penalty” on pollution control strategies. In our ongoing Global Change and Air Pollution (GCAP) project, we investigate the impact of climate variables on air quality in the present-day and near future.
Key questions
- What are the dominant meteorological drivers of surface ozone and particulate matter?
- Should policymakers take into account a “climate penalty” on U.S. air quality?
- Will future climate change exacerbate air quality in China?
- What governs dust events in the western United States and how will climate change affect these episodes?
Selected references
- Achakulwisut, P., S.C. Anenberg, J.E. Neumann, S.L. Penn, N. Weiss, A. Crimmins, N. Fann, J. Martinich, H. Roman, and L.J. Mickley, Effects of increasing aridity on ambient dust and public health in the US southwest under climate change, GeoHealth, 3 (5), 127-144, 2019.
Effects of increasing aridity on ambient dust and public health in the US southwest under climate changePDFEffects of increasing aridity on ambient dust and public health in the US southwest under climate changeSupplement - Pendergrass, D.C., L. Shen, D.J. Jacob, and L.J. Mickley, Predicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theory, Geophys. Res. Let., 46, 1824-1830, 2019.
Predicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theoryPDFPredicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theorySupplement - Duffy, P.B., C.B. Field, N.S. Diffenbaugh, S.C. Doney, Z. Dutton, S. Goodman, L. Heinzerling, S. Hsiang, D.B. Lobell, L.J. Mickley, S. Myers, S.M. Natali, C. Parmesan, S. Tierney, and A.P. Williams, Strengthened scientific support for the Endangerment Finding for atmospheric greenhouse gases, Science, 363, 2019.
Strengthened scientific support for the Endangerment Finding for atmospheric greenhouse gasesPDF - Achakulwisut, P., L. Shen, and L.J. Mickley, What controls springtime fine dust variability in the western United States? Investigating the 2002-2015 increase in fine dust in the U.S. Southwest, J. Geophys. Res., 122, 12,449-12,467, 2017.
What controls springtime fine dust variability in the western United States? Investigating the 2002-2015 increase in fine dust in the U.S. SouthwestPDFWhat controls springtime fine dust variability in the western United States? Investigating the 2002-2015 increase in fine dust in the U.S. SouthwestSupplement - Achakulwisut, P., L.J. Mickley, and S.C. Anenberg, Drought sensitivity of fine dust in the US Southwest: Implications for air quality and public health under future climate change, Env. Res. Let., 13, 2018.
Drought sensitivity of fine dust in the US Southwest: Implications for air quality and public health under future climate changePDFDrought sensitivity of fine dust in the US Southwest: Implications for air quality and public health under future climate changeSupplement - Fiore, A. M., L.J. Mickley, Q. Zhu, and C. B. Baublitz,. Climate and tropospheric oxidizing capacity. Annual Review of Earth and Planetary Sciences, 52 (1), annurev-earth-032320-090307, 2024.
Climate and tropospheric oxidizing capacityPDF - Li, Y., L.J. Mickley, and J. O. Kaplan, Response of dust emissions in southwestern North America to 21st century trends in climate, CO2 fertilization, and land use: Implications for air quality, Atmos. Chem. Phys., 21, 57-68, 2021.
Response of dust emissions in southwestern North America to 21st century trends in climate, CO2 fertilization, and land use: Implications for air qualityPDFResponse of dust emissions in southwestern North America to 21st century trends in climate, CO2 fertilization, and land use: Implications for air qualitySupplement - Murray, L. T., E. M. Leibensperger, L. J. Mickley, and A. P. K. Tai, Estimating future climate change impacts on human mortality and crop yields via air pollution, PNAS, 121, 2024.
Estimating future climate change impacts on human mortality and crop yields via air pollutionPDFEstimating future climate change impacts on human mortality and crop yields via air pollutionSupplement - Pendergrass, D.C., L. Shen, D.J. Jacob, and L.J. Mickley, Predicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theory, Geophys. Res. Let., 46, 1824-1830, 2019.
Predicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theoryPDFPredicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theorySupplement - Shen, L., L. J. Mickley and A. P. K. Tai, Influence of synoptic patterns on surface ozone variability over the eastern United States from 1980 to 2012, Atmos. Chem. Phys., 15, 10925-10938, 2015.
Influence of synoptic patterns on surface ozone variability over the eastern United States from 1980 to 2012PDFInfluence of synoptic patterns on surface ozone variability over the eastern United States from 1980 to 2012Supplement - Shen, L., L. J. Mickley and E. Gilleland, Impact of increasing heatwaves on U.S. ozone episodes in the 2050s: Results from a multi-model analysis using extreme value theory, Geophys. Res. Let., 43, 4017-4025, 2016.
Impact of increasing heatwaves on U.S. ozone episodes in the 2050s: Results from a multi-model analysis using extreme value theoryPDFImpact of increasing heatwaves on U.S. ozone episodes in the 2050s: Results from a multi-model analysis using extreme value theorySupplement - Shen, L., and L.J. Mickley, Influence of large-scale climate patterns on summertime U.S. ozone: A seasonal predictive model for air quality management, PNAS, 114, 2491-2496, 2017.
Influence of large-scale climate patterns on summertime U.S. ozone: A seasonal predictive model for air quality managementPDFInfluence of large-scale climate patterns on summertime U.S. ozone: A seasonal predictive model for air quality managementSupplement - Shen L., L.J. Mickley, and L.T. Murray, Influence of 2000-2050 climate change on particulate matter in the United States: Results from a new statistical model. Atmos. Chem. Phys., 17, 4355-4367, 2017.
Influence of 2000-2050 climate change on particulate matter in the United States: Results from a new statistical modelPDFInfluence of 2000-2050 climate change on particulate matter in the United States: Results from a new statistical modelSupplement - Shen, L., L.J. Mickley, E.M. Leibensperger, and M. Li, Strong dependence of U.S. summertime air quality on the decadal variability of Atlantic sea surface temperatures, Geophys. Res. Lett., 44, 2017.
Strong dependence of U.S. summertime air quality on the decadal variability of Atlantic sea surface temperaturesPDFStrong dependence of U.S. summertime air quality on the decadal variability of Atlantic sea surface temperaturesSupplement - Shen, L., and L. J. Mickley, Effects of El Nino on summertime ozone air quality in the eastern United States, Geophys. Res. Lett., 44, 2017.
Effects of El Nino on summertime ozone air quality in the eastern United StatesPDFEffects of El Nino on summertime ozone air quality in the eastern United StatesSupplement - Shen, L., D.J. Jacob, L.J. Mickley, Y. Wang, and Q. Zhang, Insignificant effect of climate change on winter haze pollution in Beijing, Atmos. Chem. Phys., 18, 17489-17496, 2018.
Insignificant effect of climate change on winter haze pollution in BeijingPDFInsignificant effect of climate change on winter haze pollution in BeijingSupplement - Tai, A.P.K., L.J. Mickley, C.L. Heald, S. Wu, Effect of CO2 inhibition on biogenic isoprene emission: Implications for air quality under 2000-to-2050 changes in climate, vegetation, and land use, Geophys. Res. Let., 40, 3479-3483, 2013.
Effect of CO2 inhibition on biogenic isoprene emission: Implications for air quality under 2000-to-2050 changes in climate, vegetation, and land usePDFEffect of CO2 inhibition on biogenic isoprene emission: Implications for air quality under 2000-to-2050 changes in climate, vegetation, and land useSupplement
Press
Capital Public Radio, NBC, The Nation.
Support
EPA, NASA, NIH.
Impacts of aerosol trends on regional climate
Background

Aerosols influence regional climate through their interactions with incoming solar radiation and with clouds. Aerosols are also known as particulate matter and represent a major component of air pollution. In recent decades U.S. enviromental policies have led to large cuts in aerosol sources, but the consequences for regional climate are not clear. At the same time, aerosol loading in Asia has increased dramatically as rapid industrialization takes place there. The climate impacts of these disparate trends in anthropogenic emissions for remote regions such as the Arctic are unknown.
Key questions
- Can we explain the observed U.S. “warming hole” of the 1980s with trends in aerosol sources?
- Do trends in aerosols influence regional hydrology, including drought risk?
- What role does changing aerosol have in the observed rapid warming over the Arctic?
- What are the climate consequences of increasing aerosol over China?
Selected references
- Bonilla, E. X., L. J. Mickley, E. G. Beaudon, L. G. Thompson, W. E. Rodriguez, R. C. Encarnación, C. A. Whicker, M. G. Flanner, C. G. Schmitt, and P. Ginot, Contribution of biomass burning to black carbon deposition on Andean glaciers: Consequences for radiative forcing. Environmental Research Letters, 18 (2), 024031, 2023.
Contribution of biomass burning to black carbon deposition on Andean glaciers: Consequences for radiative forcingPDFContribution of biomass burning to black carbon deposition on Andean glaciers: Consequences for radiative forcingSupplement - Breider, T.J., L.J. Mickley, D.J. Jacob, C. Ge, J. Wang, M.P. Sulprizio, B. Croft, D.A. Ridley, J.R. McConnell, S. Sharma, L. Husain, V.A. Dutkiewicz, K. Eleftheriadis, H. Skov, and P.K. Hopke, Multi-decadal trends in aerosol radiative forcing over the Arctic: Contribution of changes in anthropogenic aerosol to Arctic warming since 1980, J. Geophys. Res., 122, 3573-3594, 2017.
Multi-decadal trends in aerosol radiative forcing over the Arctic: Contribution of changes in anthropogenic aerosol to Arctic warming since 1980PDF - Breider, T.J., L.J. Mickley, D.J. Jacob, Q. Wang, J.A. Fisher, R.Y.-W. Chang, and B. Alexander, Annual distributions and sources of Arctic aerosol components, aerosol optical depth, and aerosol absorption, J. Geophys. Res. Atmos., 119, 4107-4124, 2014.
Annual distributions and sources of Arctic aerosol components, aerosol optical depth, and aerosol absorptionPDF - Cusworth, D.H., L.J. Mickley, E.M. Leibensperger, and M.J. Iacono, Aerosol trends as a potential driver of regional climate in the central United States: Evidence from observations, Atmos. Chem. Phys., 17 , 13559-13572, 2017.
Aerosol trends as a potential driver of regional climate in the central United States: Evidence from observationsPDFAerosol trends as a potential driver of regional climate in the central United States: Evidence from observationsSupplement - Gautam, R., P. N. Patel, M. K. Singh, T. Liu, L. J. Mickley, H. Jethva, and R. S. DeFries, Extreme smog challenge of India intensified by increasing lower tropospheric stability, Geophysical Research Letters, 50, e2023GL103105, 2023.
Extreme smog challenge of India intensified by increasing lower tropospheric stabilityPDFExtreme smog challenge of India intensified by increasing lower tropospheric stabilitySupplement - Liu, P., J.O. Kaplan, L.J. Mickley, Y. Li, N.J. Chellman, M.M. Arienzo, J.K. Kodros, J.R. Pierce, M. Sigl, J. Freitag, R. Mulvaney, M.A.J. Curran, and J.R. McConnell, Improved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern Hemisphere, Sci. Adv., 7, 2021.
Improved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern HemispherePDFImproved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern HemisphereSupplement - Leibensperger, E.M., L.J. Mickley, D.J. Jacob, W.-T. Chen, J.H. Seinfeld, A. Nenes, P.J. Adams, D.G. Streets, N. Kumar, D. Rind, Climatic effects of 1950-2050 changes in US anthropogenic aerosols – Part 1: Aerosol trends and radiative forcing, Atmos. Chem. Phys., 12, 3333-3348, 2012.
Climatic effects of 1950-2050 changes in US anthropogenic aerosols - Part 1: Aerosol trends and radiative forcingPDF - Leibensperger, E.M., L.J. Mickley, D.J. Jacob, W.-T. Chen, J.H. Seinfeld, A. Nenes, P.J. Adams, D.G. Streets, N. Kumar, D. Rind, Climatic effects of 1950-2050 changes in US anthropogenic aerosols – Part 2: Climate response, Atmos. Chem. Phys., 12, 3349-3362, 2012.
Climatic effects of 1950-2050 changes in US anthropogenic aerosols - Part 2: Climate responsePDF - Moch, J.M., L.J. Mickley, C.A. Keller, H. Bian, E. W. Lundgren, S. Zhai, and D.J. Jacob, Aerosol-radiation interactions in China in winter: Competing effects of reduced shortwave radiation and cloud-snowfall-albedo feedbacks under rapidly changing emissions, J. Geophys. Res., 127 (9), e2021JD035442.
Aerosol-radiation interactions in China in winter: Competing effects of reduced shortwave radiation and cloud-snowfall-albedo feedbacks under rapidly changing emissionsPDFAerosol-radiation interactions in China in winter: Competing effects of reduced shortwave radiation and cloud-snowfall-albedo feedbacks under rapidly changing emissionsSupplement - span>Moch, J. M., L.J. Mickley, S.D. Eastham, E.W. Lundgren, V. Shah1, J. J. Buonocore, J.Y.S. Pang, M. Sadiq, and A. P. K. Tai, Overlooked long‐term atmospheric chemical feedbacks alter the impact of solar geoengineering: Implications for tropospheric oxidative capacity, AGU Advances, 4, e2023AV000911, 2023.
Overlooked long‐term atmospheric chemical feedbacks alter the impact of solar geoengineering: Implications for tropospheric oxidative capacityPDFOverlooked long‐term atmospheric chemical feedbacks alter the impact of solar geoengineering: Implications for tropospheric oxidative capacitySupplement - Mickley, L.J., E.M. Leibensperger, D.J. Jacob, and D. Rind, Regional warming from aerosol removal over the United States: Results from a transient 2010-2050 climate simulation, Atmos. Env., 46, 545-553, 2012.
Regional warming from aerosol removal over the United States: Results from a transient 2010-2050 climate simulationPDF
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Chemistry-climate interactions in past climates
Background

In a series of projects, ICE age Climate And Proxies (ICECAP), we investigate the different influences on the atmospheric oxidative capacity over long timescales. We also examine the impacts of abrupt or gradual climate change on wildfire activity. These studies shed light on the lifetime of key greenhouse gases in the present-day and on the potential consequences of future climate change.
Key questions
- What controls oxidant levels on long timescales?
- How has abrupt or gradual climate change in the past affected wildfire activity?
- How have trends in fire activity changed over long timescales and what are the implications for aerosol radiative forcing?
Selected references
- Achakulwisut, P., L. J. Mickley, L. T. Murray, A. P. K. Tai, J. O. Kaplan, and B. Alexander, Uncertainties in isoprene photochemistry and emissions: Implications for the oxidative capacity of past and present atmospheres and for trends in climate forcing agents, Atmos. Chem. Phys., 15, 7977-7998, 2015.
Uncertainties in isoprene photochemistry and emissions: Implications for the oxidative capacity of past and present atmospheres and for trends in climate forcing agentsPDF - Alexander, B., and L. J. Mickley, Paleo-perspectives on potential future changes in the oxidative capacity of the atmosphere due to climate change and anthropogenic emissions, Current Pollution Reports, 1,, 57-69, 2015.
Paleo-perspectives on potential future changes in the oxidative capacity of the atmosphere due to climate change and anthropogenic emissionsPDF - span>Fiore, A. M., L.J. Mickley, Q. Zhu, and C. B. Baublitz,. Climate and tropospheric oxidizing capacity. Annual Review of Earth and Planetary Sciences, 52 (1), annurev-earth-032320-090307, 2024.
Climate and tropospheric oxidizing capacityPDF - Geng, L., L.T. Murray, L.J. Mickley, P. Lin, Q. Fu, A.J. Shauer, B. Alexander, Isotopic evidence of multiple controls on atmospheric oxidants over climate transitions, Nature, 2017.
Isotopic evidence of multiple controls on atmospheric oxidants over climate transitionsPDFIsotopic evidence of multiple controls on atmospheric oxidants over climate transitionsSupplement - Geng, L., M.C. Zatko, B. Alexander, T.J. Fudge, A.J. Schauer, L.T. Murray, and L.J. Mickley, Effects of postdepositional processing on nitrogen isotopes of nitrate in the Greenland Ice Sheet Project 2 ice core, Geophys. Res. Lett., 42, 5346-5354, 2015.
Effects of postdepositional processing on nitrogen isotopes of nitrate in the Greenland Ice Sheet Project 2 ice corePDFEffects of postdepositional processing on nitrogen isotopes of nitrate in the Greenland Ice Sheet Project 2 ice coreSupplement - Liu, P., J.O. Kaplan, L.J. Mickley, Y. Li, N.J. Chellman, M.M. Arienzo, J.K. Kodros, J.R. Pierce, M. Sigl, J. Freitag, R. Mulvaney, M.A.J. Curran, and J.R. McConnell, Improved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern Hemisphere, Sci. Adv., 7, 2021.
Improved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern HemispherePDFImproved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern HemisphereSupplement - Murray, L.T., L.J. Mickley, J.O. Kaplan, E.D. Sofen, M. Pfeiffer, and B. Alexander, Factors controlling variability in the oxidative capacity of the troposphere since the Last Glacial Maximum, Atmos. Chem. Phys., 14, 3589-3622, 2014.
Factors controlling variability in the oxidative capacity of the troposphere since the Last Glacial MaximumPDFFactors controlling variability in the oxidative capacity of the troposphere since the Last Glacial MaximumSupplement - Sherwen, T., M.J. Evans, L.J. Carpenter, J.A. Schmidt, and L.J. Mickley, Halogen chemistry reduces tropospheric O3 radiative forcing, Atmos. Chem. Phys., 17, 1557-1569, 2017.
Halogen chemistry reduces tropospheric O3 radiative forcingPDF - span>Zhang, B., N. J. Chellman, J. O. Kaplan, L. J. Mickley, T. Ito, X. Wang, S. M. Wensman, D. McCrimmon, J. P. Steffensen, J. R.McConnell, P. Liu, Improved biomass burning emissions from 1750 to 2010 using ice core records and inverse modeling, Nature Communications, 15, 3651, 2024.
Improved biomass burning emissions from 1750 to 2010 using ice core records and inverse modelingPDFImproved biomass burning emissions from 1750 to 2010 using ice core records and inverse modelingSupplement
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New insights into surface air quality
Background

As the observational record in the modern era lengthens, we can learn more about the mechanisms and sources of key atmospheric species and their changes over time. We can diagnose the impacts of policy measures, including unintended consequences, and detect shifts in pollution sources. For research on the meteorological influences on air quality, go to Climate impacts above.
Selected references
- Christiansen, A., L. J. Mickley, and L. Hu, Constraining long-term NOx emissions over the United States and Europe using nitrate wet deposition monitoring networks, Atmos. Chem. Phys, 24, 4569–4589, 2024
Constraining long-term NOx emissions over the United States and Europe using nitrate wet deposition monitoring networksPDFConstraining long-term NOx emissions over the United States and Europe using nitrate wet deposition monitoring networksSupplement - Dang, R., D.J. Jacob, V. Shah, S. D. Eastham, T.M. Fritz, L. J. Mickley, T. Liu, Y. Wang, and J. Wang, Background nitrogen dioxide (NO2) over the United States and its implications for satellite observations and trends: Effects of nitrate photolysis, aircraft, and open fires, Atmos. Chem. Phys., 23, 6271–6284, 2023.
Background nitrogen dioxide (NO2) over the United States and its implications for satellite observations and trends: Effects of nitrate photolysis, aircraft, and open firesPDFBackground nitrogen dioxide (NO2) over the United States and its implications for satellite observations and trends: Effects of nitrate photolysis, aircraft, and open firesSupplement - Di, Q., H. Amini, L. Shi, I. Kloog, R. Silvern, J. Kelly, M.B. Sabath, C. Choirat, P. Koutrakis, A. Lyapustin, Y. Wang, L.J. Mickley, and J. Schwartz, An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution, Environment international, 130, 104909, 2019.
An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolutionPDFAn ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolutionSupplement - Di, Q., H. Amini, L. Shi, I. Kloog, R.F. Silvern, J.T. Kelly, M.B. Sabath, C. Choirat, P. Koutrakis, A. Lyapustin, Y. Wang, L.J. Mickley, and J. Schwartz, Assessing NO2 concentration and model uncertainty with high spatiotemporal resolution across the contiguous United States using ensemble model averaging, Environmental Science & Technology, 54, 1372-1384, 2019.
Assessing NO2 concentration and model uncertainty with high spatiotemporal resolution across the contiguous United States using ensemble model averagingPDFAssessing NO2 concentration and model uncertainty with high spatiotemporal resolution across the contiguous United States using ensemble model averagingSupplement - Dovrou, E., K. H. Bates, J. M. Moch, L. J. Mickley, D. J. Jacob, and F. N. Keutsch, Catalytic role of formaldehyde in particulate matter formation, Proc. Natl. Acad. Sci., 119 (6), 2022.
- Gunthe, S.S., P. Liu, U. Panda, S.S. Raj, A. Sharma, E. Derbyshire, E. Reyes-Villegas, J. Allan, Y. Chen, X. Wang, S. Song, M.L. Pohker, L. Shi, Y. Wang, S.M. Kommula, T. Liu, R. Ravikrishna, G. McFiggans, L.J. Mickley, S.T. Martin, U. Poschl, M.O. Andreae, and H Coe, Enhanced aerosol particle growth sustained by high continental chlorine emission in India, Nat. Geosci., 2021.
Enhanced aerosol particle growth sustained by high continental chlorine emission in India,PDF - Hickman, J.E., S. Wu, L.J. Mickley, and M.T. Lerdau, Kudzu (Pueraria montana) invasion doubles emissions of nitric oxide and increases ozone pollution, Proc. Nat. Acad. Sci., 107, (22) 10115-1-119, 2010.
Kudzu (Pueraria montana) invasion doubles emissions of nitric oxide and increases ozone pollutionPDF - Kelp, M. M., S. Lin, J. Nathan Kutz, and L. J. Mickley, A new approach for determining optimal placement of PM2.5 air quality sensors: Case study for the contiguous United States, Env. Res. Let., 17, 2022.
A new approach for determining optimal placement of PM2.5 air quality sensors: Case study for the contiguous United StatesPDFA new approach for determining optimal placement of PM2.5 air quality sensors: Case study for the contiguous United StatesSupplement - Kelp, M. M., T. C. Fargiano, S. Lin, T. Liu, J. R. Turner, J. N. Kutz, and L. J. Mickley. Data‐driven placement of PM2.5 air quality sensors in the United States: An approach to target urban environmental injustice. GeoHealth, 7 ( 9), e2023GH000834.
Data‐driven placement of PM2.5 air quality sensors in the United States: An approach to target urban environmental injusticePDFData‐driven placement of PM2.5 air quality sensors in the United States: An approach to target urban environmental injusticeSupplement - Marais, E. A., D. J. Jacob, J. R. Turner, and L. J. Mickley, Evidence of long-term decrease of biogenic secondary organic aerosol in response to SO2 emission controls, Environ. Res. Lett., 2017.
Evidence of long-term decrease of biogenic secondary organic aerosol in response to SO2 emission controlsPDF - Moch, J.M., E. Dovrou, L.J. Mickley, F.N. Keutsch, Z. Liu, Y. Wang, T.L. Dombek, M. Kuwata, S.H. Budisulistiorini, L. Yang, S. Decesari, M. Paglione, B. Alexander, J. Shao, J.W. Munger, and D.J. Jacob, Global importance of hydroxymethanesulfonate in ambient particulate matter: Implications for air quality, J. Geophys. Res., 125, e2020JD032706, 2020.
Global importance of hydroxymethanesulfonate in ambient particulate matter: Implications for air qualityPDFGlobal importance of hydroxymethanesulfonate in ambient particulate matter: Implications for air qualitySupplement - Moch, J.M., E. Dovrou, L.J. Mickley, F.N. Keutsch, Y. Cheng, D.J. Jacob, J. Jiang, M. Li, J.W. Munger, X. Qiao, and Q. Zhang, Contribution of hydroxymethane sulfonate to ambient particulate matter: A potential explanation for high particulate sulfur during severe winter haze in Beijing, Geophys. Res. Lett., 2018.
Contribution of hydroxymethane sulfonate to ambient particulate matter: A potential explanation for high particulate sulfur during severe winter haze in BeijingPDFContribution of hydroxymethane sulfonate to ambient particulate matter: A potential explanation for high particulate sulfur during severe winter haze in BeijingSupplement - Requia, W.J., D. Qian, R. Silvern, J.T. Kelly, P. Koutrakis, L.J. Mickley, M.P. Sulprizio, H. Amini, L. Shi, and J. Schwartz, An ensemble learning approach for estimating high spatiotemporal resolution of ground-level ozone in the contiguous United States, Env. Sci. Tech., 54, 11037-11047, 2020.
An ensemble learning approach for estimating high spatiotemporal resolution of ground-level ozone in the contiguous United StatesPDFAn ensemble learning approach for estimating high spatiotemporal resolution of ground-level ozone in the contiguous United StatesSupplement - Silvern, R.F., D.J. Jacob, L.J. Mickley, M.P. Sulprizio, K.R. Travis, E.A. Marais, R.C. Cohen, J.L. Laughner, S. Choi, J. Joiner, and L.N. Lamsal, Using satellite observations of tropospheric NO2 columns to infer long-term trends in US NOx emissions: The importance of accounting for the free tropospheric NO2 background, Atmos. Chem. Phys., 19, 8863-8878, 2019.
Using satellite observations of tropospheric NO2 columns to infer long-term trends in US NOx emissions: The importance of accounting for the free tropospheric NO2 backgroundPDF - Zhu, L., L. J. Mickley, D. J. Jacob, E. A. Marais, J. Sheng, L. Hu, G. Gonzalez Abad, and K. Chance, Long-term (2005-2014) trends in formaldehyde (HCHO) columns across North America as seen by the OMI satellite instrument: Evidence of changing emissions of volatile organic compounds, Geophys. Res. Lett., 2017.
Long-term (2005-2014) trends in formaldehyde (HCHO) columns across North America as seen by the OMI satellite instrument: Evidence of changing emissions of volatile organic compoundsPDF



