
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 territories
PDF
Health impacts of smoke exposure in South America: Increased risk for populations in the Amazonian Indigenous territories
Supplement
- 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, India
PDF
Quantifying the influence of agricultural fires in northwest India on urban air pollution in Delhi, India
Supplement
- 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 heights
DOI
2024. - 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 Asia
PDF
- 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 exposure
PDF
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
Supplement
- 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 Events
PDF
- 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 States
PDF
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
Supplement
- 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 Pune
PDF
Seasonal impact of regional outdoor biomass burning on air pollution in three Indian cities: Delhi, Bengaluru, and Pune
Supplement
Seasonal impact of regional outdoor biomass burning on air pollution in three Indian cities: Delhi, Bengaluru, and Pune
Animations
- 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 observations
PDF
Crop residue burning practices across north India inferred from household survey data: bridging gaps in satellite observations
Supplement
- 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 study
DOI
Diagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case study
PDF
Diagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case study
Supplement
- 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 regions
PDF
Human-driven temporal shifts in fire activity: Southwest Russia and north Australia as case study regions
Supplement
- 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 quality
PDF
Detection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air quality
Supplement
Detection of delay in post-monsoon agricultural burning across Punjab, India: Potential drivers and consequences for air quality
DOI
- 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 India
PDF
Cascading delays in the monsoon rice growing season and postmonsoon agricultural fires likely exacerbate air pollution in north India
Supplement
- 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 States
PDF
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
Supplement
- 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 conditions
PDF
Exposure of agricultural workers in California to wildfire smoke under past and future climate conditions
Supplement
- 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 Indonesia
PDF
Fire emissions and regional air quality impacts from fires in oil palm, timber, and logging concessions in Indonesia
PDF
- 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 Kalimantan
PDF
Regional air quality impacts of future fire emissions in Sumatra and Kalimantan
Supplement
- 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 Sumatra
PDF
Future fire emissions associated with projected land use change in Sumatra
Supplement
- 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 quality
PDF
Impact of 2050 climate change on North American wildfire: Consequences for ozone air quality
Supplement
- 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 century
PDF
Projection of wildfire activity in southern California in the mid-21st century
Supplement
- 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 century
PDF
Ensemble projections of wildfire activity and carbonaceous aerosol concentrations over the western United States in the mid-21st century
Supplement
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 review
PDF
Climate change and cardiovascular health: A systematic review
Supplement
- 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 area
PDF
- 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?
PDF
Who 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 counties
PDF
Wildfire-specific fine particulate matter and risk of hospital admissions in urban and rural counties
Supplement
- 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 US
PDF
Future respiratory hospital admissions from wildfire smoke under climate change in the western US
Supplement
- 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 change
PDF
Particulate air pollution from wildfires in the Western US under climate change
Supplement
- 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 Indonesia
PDF
- 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 restoration
PDF
Fires, smoke exposure, and public health: An integrative framework to maximize health benefits from peatland restoration
Supplement
- 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 Africa
PDF
Air quality and health impact of fossil fuel use for electricity generation and transport in Africa
Supplement
- 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, Australia
PDF
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
Supplement
- 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-Chem
PDF
Global mortality from outdoor fine particle pollution generated by fossil fuel combustion: Results from GEOS-Chem
Supplement
- 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 2018
PDF
Rapid rise in premature mortality due to anthropogenic air pollution in fast-growing tropical cities from 2005 to 2018
Supplement
- 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 change
PDF
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 change
PDF
Effects of increasing aridity on ambient dust and public health in the US southwest under climate change
Supplement
- 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 theory
PDF
Predicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theory
Supplement
- 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 gases
PDF
- 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. Southwest
PDF
What controls springtime fine dust variability in the western United States? Investigating the 2002-2015 increase in fine dust in the U.S. Southwest
Supplement
- 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 change
PDF
Drought sensitivity of fine dust in the US Southwest: Implications for air quality and public health under future climate change
Supplement
- 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 capacity
PDF
- 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 quality
PDF
Response of dust emissions in southwestern North America to 21st century trends in climate, CO2 fertilization, and land use: Implications for air quality
Supplement
- 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 pollution
PDF
Estimating future climate change impacts on human mortality and crop yields via air pollution
Supplement
- 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 theory
PDF
Predicting the impact of climate change on severe winter haze pollution events in Beijing using extreme value theory
Supplement
- 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 2012
PDF
Influence of synoptic patterns on surface ozone variability over the eastern United States from 1980 to 2012
Supplement
- 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 theory
PDF
Impact of increasing heatwaves on U.S. ozone episodes in the 2050s: Results from a multi-model analysis using extreme value theory
Supplement
- 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 management
PDF
Influence of large-scale climate patterns on summertime U.S. ozone: A seasonal predictive model for air quality management
Supplement
- 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 model
PDF
Influence of 2000-2050 climate change on particulate matter in the United States: Results from a new statistical model
Supplement
- 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 temperatures
PDF
Strong dependence of U.S. summertime air quality on the decadal variability of Atlantic sea surface temperatures
Supplement
- 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 States
PDF
Effects of El Nino on summertime ozone air quality in the eastern United States
Supplement
- 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 Beijing
PDF
Insignificant effect of climate change on winter haze pollution in Beijing
Supplement
- 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 use
PDF
Effect of CO2 inhibition on biogenic isoprene emission: Implications for air quality under 2000-to-2050 changes in climate, vegetation, and land use
Supplement
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 forcing
PDF
Contribution of biomass burning to black carbon deposition on Andean glaciers: Consequences for radiative forcing
Supplement
- 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 1980
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- 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 absorption
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- 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 observations
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Aerosol trends as a potential driver of regional climate in the central United States: Evidence from observations
Supplement
- 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 stability
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Extreme smog challenge of India intensified by increasing lower tropospheric stability
Supplement
- 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 Hemisphere
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Improved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern Hemisphere
Supplement
- 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 forcing
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- 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 response
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- 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 emissions
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Aerosol-radiation interactions in China in winter: Competing effects of reduced shortwave radiation and cloud-snowfall-albedo feedbacks under rapidly changing emissions
Supplement
- 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 capacity
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Overlooked long‐term atmospheric chemical feedbacks alter the impact of solar geoengineering: Implications for tropospheric oxidative capacity
Supplement
- 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 simulation
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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 agents
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- 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 emissions
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- 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 capacity
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- 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 transitions
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Isotopic evidence of multiple controls on atmospheric oxidants over climate transitions
Supplement
- 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 core
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Effects of postdepositional processing on nitrogen isotopes of nitrate in the Greenland Ice Sheet Project 2 ice core
Supplement
- 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 Hemisphere
PDF
Improved estimates of biomass burning reduce the magnitude of aerosol radiative forcing in the Southern Hemisphere
Supplement
- 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 Maximum
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Factors controlling variability in the oxidative capacity of the troposphere since the Last Glacial Maximum
Supplement
- 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 forcing
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- 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 modeling
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Improved biomass burning emissions from 1750 to 2010 using ice core records and inverse modeling
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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 networks
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Constraining long-term NOx emissions over the United States and Europe using nitrate wet deposition monitoring networks
Supplement
- 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 fires
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Background nitrogen dioxide (NO2) over the United States and its implications for satellite observations and trends: Effects of nitrate photolysis, aircraft, and open fires
Supplement
- 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 resolution
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An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution
Supplement
- 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 averaging
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Assessing NO2 concentration and model uncertainty with high spatiotemporal resolution across the contiguous United States using ensemble model averaging
Supplement
- 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,
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- 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 pollution
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- 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 States
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A new approach for determining optimal placement of PM2.5 air quality sensors: Case study for the contiguous United States
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- 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 injustice
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Data‐driven placement of PM2.5 air quality sensors in the United States: An approach to target urban environmental injustice
Supplement
- 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 controls
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- 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 quality
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Global importance of hydroxymethanesulfonate in ambient particulate matter: Implications for air quality
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- 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 Beijing
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Contribution of hydroxymethane sulfonate to ambient particulate matter: A potential explanation for high particulate sulfur during severe winter haze in Beijing
Supplement
- 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 States
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An ensemble learning approach for estimating high spatiotemporal resolution of ground-level ozone in the contiguous United States
Supplement
- 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 background
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- 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 compounds
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