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Gao J, Wei Y, Wang H, Song S, Xu H, Feng Y, Shi G, Russell AG. Multiphase Buffering: A Mechanistic Regulator of Aerosol Sulfate Formation and Its Dominant Pathways. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2025. [PMID: 40237285 DOI: 10.1021/acs.est.4c13744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2025]
Abstract
Sulfate formation in the aerosol aqueous phase represents a pH-sensitive atmospheric chemical process, with the formation pathways significantly influenced by the fluctuations in aerosol acidity. Buffer capacity, stemming from conjugate acid-base pairs, can resist pH changes in aerosol multiphase systems under external perturbations. However, the regulating role of multiphase buffering in pH-dependent aqueous sulfate formation mechanisms remains unexplored. Here, we propose that multiphase buffering can stabilize aerosol pH and further regulate dominant sulfate formation pathways. In this work, we delve into the instantaneous buffer capacity β and sulfate formation pathways based on field observation and theoretical calculation and further introduce the total buffer capacity α in the aerosol multiphase system to quantify the buffer-constrained pH change after the external acid/base variation during the entire buffering process. The NH4+/NH3 agent (average β 30.8 mol kg-1) shows a superior buffering effect in stabilizing aerosol pH and regulating sulfate formation pathway transition compared with the HNO3/NO3- agent (average β 15.1 mol kg-1). Geos-Chem simulation and machine learning results also validate the buffer capacity as a pivotal factor in sulfate formation. In addition to reactants, the buffer agents and acid/base can also be factors of concern for the sulfate formation mechanism. The diverse sensitivities to acid/base variation and the region-specific responses to pH change can provide insight into regulating acid and base emission measures, modulating regional aerosol acidity, and understanding pH-related atmospheric chemical processes.
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Affiliation(s)
- Jie Gao
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Yuting Wei
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Haoqi Wang
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Shaojie Song
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Han Xu
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Yinchang Feng
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Guoliang Shi
- Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
| | - Armistead G Russell
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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Gao J, Wang H, Liu W, Xu H, Wei Y, Tian X, Feng Y, Song S, Shi G. Hydrogen peroxide serves as pivotal fountainhead for aerosol aqueous sulfate formation from a global perspective. Nat Commun 2024; 15:4625. [PMID: 38816351 PMCID: PMC11139875 DOI: 10.1038/s41467-024-48793-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 05/14/2024] [Indexed: 06/01/2024] Open
Abstract
Traditional atmospheric chemistry posits that sulfur dioxide (SO2) can be oxidized to sulfate (SO42-) through aqueous-phase reactions in clouds and gas-phase oxidation. Despite adequate knowledge of traditional mechanisms, several studies have highlighted the potential for SO2 oxidation within aerosol water. Given the widespread presence of tropospheric aerosols, SO42- production through aqueous-phase oxidation in aerosol water could have a pervasive global impact. Here, we quantify the potential contributions of aerosol aqueous pathways to global sulfate formation based on the GEOS-Chem simulations and subsequent theoretical calculations. Hydrogen peroxide (H2O2) oxidation significantly influences continental regions both horizontally and vertically. Over the past two decades, shifts in the formation pathways within typical cities reveal an intriguing trend: despite reductions in SO2 emissions, the increased atmospheric oxidation capacities, like rising H2O2 levels, prevent a steady decline in SO42- concentrations. Abating oxidants would facilitate the benefit of SO2 reduction and the positive feedback in sulfate mitigation.
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Affiliation(s)
- Jie Gao
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Haoqi Wang
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Wenqi Liu
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Han Xu
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Yuting Wei
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Xiao Tian
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Yinchang Feng
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China
| | - Shaojie Song
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China.
| | - Guoliang Shi
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Tianjin Key Laboratory of Urban Transport Emission Research, China Meteorological Administration-Nankai University Cooperative Laboratory for Atmospheric Environment-Health Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, China.
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3
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Sha T, Ma X, Wang J, Tian R, Zhao J, Cao F, Zhang YL. Improvement of inorganic aerosol component in PM 2.5 by constraining aqueous-phase formation of sulfate in cloud with satellite retrievals: WRF-Chem simulations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 804:150229. [PMID: 34798748 DOI: 10.1016/j.scitotenv.2021.150229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/18/2021] [Accepted: 09/05/2021] [Indexed: 06/13/2023]
Abstract
High concentrations of PM2.5 in China have caused severe visibility degradation and health problems. However, it is still challenging to accurately predict PM2.5 and its chemical components in numerical models. In this study, we compared the inorganic aerosol components of PM2.5 (sulfate, nitrate, and ammonium (SNA)) simulated by the Weather Research and Forecasting model fully coupled with chemistry (WRF-Chem) model with in-situ data in a heavy haze-fog event during November 2018 in Nanjing, China. Comparisons show that the model underestimates sulfate concentrations by 81% and fails to reproduce the significant increase of sulfate from early morning to noon, which corresponds to the timing of fog dissipation that suggests the model underestimates the aqueous-phase formation of sulfate in clouds. In addition, the model overestimates both nitrate and ammonium concentrations by 184% and 57%, respectively. These overestimates contribute to the simulated SNA being 77.2% higher than observed. However, cloud water content is also underestimated which is a pathway for important aqueous-phase reactions. Therefore, we constrained the simulated cloud water content based on the Moderate Resolution Imaging Spectroradiometer (MODIS) Liquid Water Path observations. Results show that the simulation with MODIS-corrected cloud water content increases the sulfate by a factor of 3, decreases the Normalized Mean Bias (NMB) by 53.5%, and reproduces its diurnal cycle with the peak concentration occurring at noon. The improved sulfate simulation also improves the simulation of nitrate, which decreases the simulated nitrate bias by 134%. Although the simulated ammonium is still higher than the observations, corrected cloud water content leads to a decrease of the modelled bias in SNA from 77.2% to 14.1%. The strong sensitivity of simulated SNA concentration to the cloud water content provides an explanation for the simulated SNA bias. Hence, uncertainties in cloud water content can contribute to model biases in simulating SNA which are less frequently explored from a process-level perspective and can be reduced by constraining the model with satellite observations.
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Affiliation(s)
- Tong Sha
- Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD), Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science & Technology, Nanjing 210044, China
| | - Xiaoyan Ma
- Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD), Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science & Technology, Nanjing 210044, China.
| | - Jun Wang
- Department of Chemical and Biochemical Engineering, Center for Global and Regional Environmental Research, University of Iowa, Iowa City, Iowa 52242, United States
| | - Rong Tian
- Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD), Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science & Technology, Nanjing 210044, China
| | - Jianqi Zhao
- Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD), Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science & Technology, Nanjing 210044, China
| | - Fang Cao
- Yale-NUIST Center on Atmospheric Environment, International Joint Laboratory on Climate and Environment Change and Key Laboratory Meteorological Disaster, Ministry of Education & Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disaster, Jiangsu Provincial Key Laboratory of Agricultural Meteorology, College of Applied Meteorology, Nanjing University of Information Science and Technology, Nanjing 210044, China
| | - Yan-Lin Zhang
- Yale-NUIST Center on Atmospheric Environment, International Joint Laboratory on Climate and Environment Change and Key Laboratory Meteorological Disaster, Ministry of Education & Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disaster, Jiangsu Provincial Key Laboratory of Agricultural Meteorology, College of Applied Meteorology, Nanjing University of Information Science and Technology, Nanjing 210044, China
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4
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Hilario MRA, Crosbie E, Bañaga PA, Betito G, Braun RA, Cambaliza MO, Corral AF, Cruz MT, Dibb JE, Lorenzo GR, MacDonald AB, Robinson CE, Shook MA, Simpas JB, Stahl C, Winstead E, Ziemba LD, Sorooshian A. Particulate Oxalate-To-Sulfate Ratio as an Aqueous Processing Marker: Similarity Across Field Campaigns and Limitations. GEOPHYSICAL RESEARCH LETTERS 2021; 48:e2021GL096520. [PMID: 35136274 PMCID: PMC8819676 DOI: 10.1029/2021gl096520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 11/20/2021] [Indexed: 06/14/2023]
Abstract
Leveraging aerosol data from multiple airborne and surface-based field campaigns encompassing diverse environmental conditions, we calculate statistics of the oxalate-sulfate mass ratio (median: 0.0217; 95% confidence interval: 0.0154-0.0296; R = 0.76; N = 2,948). Ground-based measurements of the oxalate-sulfate ratio fall within our 95% confidence interval, suggesting the range is robust within the mixed layer for the submicrometer particle size range. We demonstrate that dust and biomass burning emissions can separately bias this ratio toward higher values by at least one order of magnitude. In the absence of these confounding factors, the 95% confidence interval of the ratio may be used to estimate the relative extent of aqueous processing by comparing inferred oxalate concentrations between air masses, with the assumption that sulfate primarily originates from aqueous processing.
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Affiliation(s)
| | - Ewan Crosbie
- NASA Langley Research Center, Hampton, VA, USA
- Science Systems and Applications, Inc., Hampton, VA, USA
| | - Paola Angela Bañaga
- Manila Observatory, Quezon City, Philippines
- Department of Physics, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines
| | - Grace Betito
- Manila Observatory, Quezon City, Philippines
- Department of Physics, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines
| | - Rachel A Braun
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
- Now at: Healthy Urban Environments Initiative, Global Institute of Sustainability and Innovation, Arizona State University, Tempe, AZ, USA
| | - Maria Obiminda Cambaliza
- Manila Observatory, Quezon City, Philippines
- Department of Physics, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines
| | - Andrea F Corral
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
| | - Melliza Templonuevo Cruz
- Manila Observatory, Quezon City, Philippines
- Institute of Environmental Science and Meteorology, University of the Philippines, Diliman, Quezon City, Philippines
| | - Jack E Dibb
- Earth Systems Research Center, Institute for the Study of Earth, Oceans, and Space, University of New Hampshire, Durham, NH, USA
| | - Genevieve Rose Lorenzo
- Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ, USA
| | - Alexander B MacDonald
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
| | - Claire E Robinson
- NASA Langley Research Center, Hampton, VA, USA
- Science Systems and Applications, Inc., Hampton, VA, USA
| | | | - James Bernard Simpas
- Manila Observatory, Quezon City, Philippines
- Department of Physics, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines
| | - Connor Stahl
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
| | - Edward Winstead
- NASA Langley Research Center, Hampton, VA, USA
- Science Systems and Applications, Inc., Hampton, VA, USA
| | | | - Armin Sorooshian
- Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ, USA
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
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5
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Tilgner A, Schaefer T, Alexander B, Barth M, Collett JL, Fahey KM, Nenes A, Pye HOT, Herrmann H, McNeill VF. Acidity and the multiphase chemistry of atmospheric aqueous particles and clouds. ATMOSPHERIC CHEMISTRY AND PHYSICS 2021; 21:10.5194/acp-21-13483-2021. [PMID: 34675968 PMCID: PMC8525431 DOI: 10.5194/acp-21-13483-2021] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
The acidity of aqueous atmospheric solutions is a key parameter driving both the partitioning of semi-volatile acidic and basic trace gases and their aqueous-phase chemistry. In addition, the acidity of atmospheric aqueous phases, e.g., deliquesced aerosol particles, cloud, and fog droplets, is also dictated by aqueous-phase chemistry. These feedbacks between acidity and chemistry have crucial implications for the tropospheric lifetime of air pollutants, atmospheric composition, deposition to terrestrial and oceanic ecosystems, visibility, climate, and human health. Atmospheric research has made substantial progress in understanding feedbacks between acidity and multiphase chemistry during recent decades. This paper reviews the current state of knowledge on these feedbacks with a focus on aerosol and cloud systems, which involve both inorganic and organic aqueous-phase chemistry. Here, we describe the impacts of acidity on the phase partitioning of acidic and basic gases and buffering phenomena. Next, we review feedbacks of different acidity regimes on key chemical reaction mechanisms and kinetics, as well as uncertainties and chemical subsystems with incomplete information. Finally, we discuss atmospheric implications and highlight the need for future investigations, particularly with respect to reducing emissions of key acid precursors in a changing world, and the need for advancements in field and laboratory measurements and model tools.
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Affiliation(s)
- Andreas Tilgner
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Leipzig 04318, Germany
| | - Thomas Schaefer
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Leipzig 04318, Germany
| | - Becky Alexander
- Department of Atmospheric Science, University of Washington, Seattle, WA 98195, USA
| | - Mary Barth
- Atmospheric Chemistry Observation & Modeling Laboratory, National Center for Atmospheric Research, Boulder, CO 80307, USA
| | - Jeffrey L. Collett
- Department of Atmospheric Science, Colorado State University, Fort Collins, CO 80523, USA
| | - Kathleen M. Fahey
- Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, Durham, NC 27711, USA
| | - Athanasios Nenes
- School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
- Institute for Chemical Engineering Sciences, Foundation for Research and Technology Hellas, Patras 26504, Greece
| | - Havala O. T. Pye
- Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, Durham, NC 27711, USA
| | - Hartmut Herrmann
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Leipzig 04318, Germany
| | - V. Faye McNeill
- Department of Chemical Engineering, Columbia University, New York, NY 10027, USA
- Department of Earth and Environmental Sciences, Columbia University, New York, NY 10027, USA
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Chen L, Kong L, Tong S, Yang K, Jin S, Wang C, Xia L, Wang L. Aqueous phase oxidation of bisulfite influenced by nitrate and its photolysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 785:147345. [PMID: 33940423 DOI: 10.1016/j.scitotenv.2021.147345] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 04/09/2021] [Accepted: 04/20/2021] [Indexed: 06/12/2023]
Abstract
Nitrate aerosol is ubiquitous in the atmosphere. Nitrate in the particulate and aqueous phase can affect various atmospheric chemical processes through its hygroscopicity and photolysis. The impacts of nitrate photolysis on the heterogeneous oxidation of SO2 have been attracting attention. However, the influence of nitrate on heterogeneous aqueous phase formation of atmospheric sulfate aerosol is still not very clear. In this study, the effects of nitrate on aqueous phase oxidation of bisulfite under different conditions were investigated. Results show that nitrate photolysis can promote the oxidation of bisulfite to sulfate, especially in the presence of O2. It is found that pH plays a significant role in the reaction, and ammonium sulfate has significant impacts on the enhancement of aqueous phase sulfate production through regulating the pH of solution. An apparent synergism is found among halogen chemistry, nitrate and its photochemistry and S (IV) aqueous oxidation, especially the oxidation of halide ions by nitrate and its photolysis and by the intermediate products produced by the free radical chain oxidation of S (IV) in acidic solution, leading to the coupling of the redox cycle of halogen with the oxidation of bisulfite, which promotes the continuous aqueous oxidation of bisulfite and the formation of sulfate. In addition, the role of nitrate itself in the aqueous phase oxidation of bisulfite is revealed. These results provide a new insight into the heterogeneous aqueous phase oxidation pathways and mechanisms of SO2 in cloud and fog droplets and haze particles.
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Affiliation(s)
- Lu Chen
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
| | - Lingdong Kong
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China; Institute of Eco-Chongming, East China Normal University, No.3663 Northern Zhongshan Road, Shanghai 200062, China.
| | - Songying Tong
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
| | - Kejing Yang
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
| | - Shengyan Jin
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
| | - Chao Wang
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
| | - Lianghai Xia
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
| | - Lin Wang
- Department of Environmental Science & Engineering, Jiangwan Campus, Fudan University, No. 2205 Songhu Road, Shanghai 200438, China
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7
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Braun RA, McComiskey A, Tselioudis G, Tropf D, Sorooshian A. Cloud, Aerosol, and Radiative Properties Over the Western North Atlantic Ocean. JOURNAL OF GEOPHYSICAL RESEARCH. ATMOSPHERES : JGR 2021; 126:e2020JD034113. [PMID: 34377622 PMCID: PMC8350933 DOI: 10.1029/2020jd034113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Accepted: 06/28/2021] [Indexed: 06/13/2023]
Abstract
This study examines the atmospheric properties of weather states (WSs) derived from the International Satellite Cloud Climatology Project over the Western North Atlantic Ocean. In particular, radiation and aerosol data corresponding to two sites in the study domain, Pennsylvania State University and Bermuda, were examined to characterize the atmospheric properties of the various satellite-derived WSs. At both sites, the fair weather WS was most prevalent, followed by the cirrus WS. Differences in the seasonality of the various WSs were observed at the two sites. Fractional sky cover and effective shortwave cloud transmissivity derived from ground-based radiation measurements were able to capture differences among the satellite-derived WSs. Speciated aerosol optical thicknesses (AOT) from the Modern-Era Retrospective Analysis for Research and Applications, version 2 were used to investigate potential differences in aerosol properties among the WSs. The clear sky WS exhibited below-average seasonal values of AOT at both sites year-round, as well as relatively high rates of occurrence with low AOT events. In addition, the clear sky WS showed above-average contributions from dust and black carbon to the total AOT year-round. Finally, transitions between various WSs were examined under low, high, and midrange AOT conditions. The most common pathway was for the WSs to remain in the same state after a 3 h interval. Some WSs, such as mid latitude storms, deep convection, middle top, and shallow cumulus, were more prevalent as ending states under high AOT conditions. This work motivates examining differences in aerosol properties between WSs in other regions.
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Affiliation(s)
- Rachel A Braun
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
- Now at Global Institute of Sustainability and Innovation, Arizona State University, Tempe, AZ, USA
| | | | | | - Derek Tropf
- NASA Goddard Institute for Space Studies, New York, NY, USA
| | - Armin Sorooshian
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
- Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ, USA
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8
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Corral AF, Dadashazar H, Stahl C, Edwards EL, Zuidema P, Sorooshian A. Source Apportionment of Aerosol at a Coastal Site and Relationships with Precipitation Chemistry: A Case Study over the Southeast United States. ATMOSPHERE 2020; 11:1212. [PMID: 34211764 PMCID: PMC8243544 DOI: 10.3390/atmos11111212] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
This study focuses on the long-term aerosol and precipitation chemistry measurements from colocated monitoring sites in Southern Florida between 2013 and 2018. A positive matrix factorization (PMF) model identified six potential emission sources impacting the study area. The PMF model solution yielded the following source concentration profiles: (i) combustion; (ii) fresh sea salt; (iii) aged sea salt; (iv) secondary sulfate; (v) shipping emissions; and (vi) dust. Based on these results, concentration-weighted trajectory maps were developed to identify sources contributing to the PMF factors. Monthly mean precipitation pH values ranged from 4.98 to 5.58, being positively related to crustal species and negatively related to SO4 2-. Sea salt dominated wet deposition volume-weighted concentrations year-round without much variability in its mass fraction in contrast to stronger seasonal changes in PM2.5 composition where fresh sea salt was far less influential. The highest mean annual deposition fluxes were attributed to Cl-, NO3 -, SO4 2-, and Na+ between April and October. Nitrate is strongly correlated with dust constituents (unlike sea salt) in precipitation samples, indicative of efficient partitioning to dust. Interrelationships between precipitation chemistry and aerosol species based on long-term surface data provide insight into aerosol-cloud-precipitation interactions.
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Affiliation(s)
- Andrea F. Corral
- Department of Chemical and Environmental Engineering, The University of Arizona, Tucson, AZ 85721, USA
| | - Hossein Dadashazar
- Department of Chemical and Environmental Engineering, The University of Arizona, Tucson, AZ 85721, USA
| | - Connor Stahl
- Department of Chemical and Environmental Engineering, The University of Arizona, Tucson, AZ 85721, USA
| | - Eva-Lou Edwards
- Department of Chemical and Environmental Engineering, The University of Arizona, Tucson, AZ 85721, USA
| | - Paquita Zuidema
- Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL 33149, USA
| | - Armin Sorooshian
- Department of Chemical and Environmental Engineering, The University of Arizona, Tucson, AZ 85721, USA
- Department of Hydrology and Atmospheric Sciences, The University of Arizona, Tucson, AZ 85721, USA
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9
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Pye HOT, Nenes A, Alexander B, Ault AP, Barth MC, Clegg SL, Collett JL, Fahey KM, Hennigan CJ, Herrmann H, Kanakidou M, Kelly JT, Ku IT, McNeill VF, Riemer N, Schaefer T, Shi G, Tilgner A, Walker JT, Wang T, Weber R, Xing J, Zaveri RA, Zuend A. The Acidity of Atmospheric Particles and Clouds. ATMOSPHERIC CHEMISTRY AND PHYSICS 2020; 20:4809-4888. [PMID: 33424953 PMCID: PMC7791434 DOI: 10.5194/acp-20-4809-2020] [Citation(s) in RCA: 189] [Impact Index Per Article: 37.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Acidity, defined as pH, is a central component of aqueous chemistry. In the atmosphere, the acidity of condensed phases (aerosol particles, cloud water, and fog droplets) governs the phase partitioning of semi-volatile gases such as HNO3, NH3, HCl, and organic acids and bases as well as chemical reaction rates. It has implications for the atmospheric lifetime of pollutants, deposition, and human health. Despite its fundamental role in atmospheric processes, only recently has this field seen a growth in the number of studies on particle acidity. Even with this growth, many fine particle pH estimates must be based on thermodynamic model calculations since no operational techniques exist for direct measurements. Current information indicates acidic fine particles are ubiquitous, but observationally-constrained pH estimates are limited in spatial and temporal coverage. Clouds and fogs are also generally acidic, but to a lesser degree than particles, and have a range of pH that is quite sensitive to anthropogenic emissions of sulfur and nitrogen oxides, as well as ambient ammonia. Historical measurements indicate that cloud and fog droplet pH has changed in recent decades in response to controls on anthropogenic emissions, while the limited trend data for aerosol particles indicates acidity may be relatively constant due to the semi-volatile nature of the key acids and bases and buffering in particles. This paper reviews and synthesizes the current state of knowledge on the acidity of atmospheric condensed phases, specifically particles and cloud droplets. It includes recommendations for estimating acidity and pH, standard nomenclature, a synthesis of current pH estimates based on observations, and new model calculations on the local and global scale.
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Affiliation(s)
- Havala O. T. Pye
- Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, 27711, USA
| | - Athanasios Nenes
- School of Architecture, Civil and Environmental Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, CH-1015, Switzerland
- Institute for Chemical Engineering Sciences, Foundation for Research and Technology Hellas, Patras, GR-26504, Greece
| | - Becky Alexander
- Department of Atmospheric Science, University of Washington, Seattle, WA, 98195, USA
| | - Andrew P. Ault
- Department of Chemistry, University of Michigan, Ann Arbor, MI, 48109-1055, USA
| | - Mary C. Barth
- National Center for Atmospheric Research, Boulder, CO, 80307, USA
| | - Simon L. Clegg
- School of Environmental Sciences, University of East Anglia, Norwich NR4 7TJ, UK
| | - Jeffrey L. Collett
- Department of Atmospheric Science, Colorado State University, Fort Collins, CO, 80523, USA
| | - Kathleen M. Fahey
- Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, 27711, USA
| | - Christopher J. Hennigan
- Department of Chemical, Biochemical, and Environmental Engineering, University of Maryland Baltimore County, Baltimore, MD, 21250, USA
| | - Hartmut Herrmann
- Leibniz Institute for Tropospheric Research (TROPOS), Atmospheric Chemistry Department (ACD), Leipzig, 04318, Germany
| | - Maria Kanakidou
- Department of Chemistry, University of Crete, Voutes, Heraklion Crete, 71003, Greece
| | - James T. Kelly
- Office of Air Quality Planning & Standards, U.S. Environmental Protection Agency, Research Triangle Park, NC, 27711, USA
| | - I-Ting Ku
- Department of Atmospheric Science, Colorado State University, Fort Collins, CO, 80523, USA
| | - V. Faye McNeill
- Department of Chemical Engineering, Columbia University, New York, NY, 10027, USA
| | - Nicole Riemer
- Department of Atmospheric Sciences, University of Illinois at Urbana-Champaign, Urbana-Champaign, Illinois, 61801, USA
| | - Thomas Schaefer
- Leibniz Institute for Tropospheric Research (TROPOS), Atmospheric Chemistry Department (ACD), Leipzig, 04318, Germany
| | - Guoliang Shi
- State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, Nankai University, Tianjin, 300071, China
| | - Andreas Tilgner
- Leibniz Institute for Tropospheric Research (TROPOS), Atmospheric Chemistry Department (ACD), Leipzig, 04318, Germany
| | - John T. Walker
- Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, 27711, USA
| | - Tao Wang
- Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
| | - Rodney Weber
- School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Jia Xing
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Rahul A. Zaveri
- Atmospheric Sciences & Global Change Division, Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Andreas Zuend
- Department of Atmospheric and Oceanic Sciences, McGill University, Montreal, Quebec, H3A 0B9, Canada
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MacDonald AB, Dadashazar H, Chuang PY, Crosbie E, Wang H, Wang Z, Jonsson HH, Flagan RC, Seinfeld JH, Sorooshian A. Characteristic Vertical Profiles of Cloud Water Composition in Marine Stratocumulus Clouds and Relationships With Precipitation. JOURNAL OF GEOPHYSICAL RESEARCH. ATMOSPHERES : JGR 2018; 123:3704-3723. [PMID: 32025449 PMCID: PMC7002026 DOI: 10.1002/2017jd027900] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 02/13/2018] [Indexed: 06/01/2023]
Abstract
This study uses airborne cloud water composition measurements to characterize the vertical structure of air-equivalent mass concentrations of water-soluble species in marine stratocumulus clouds off the California coast. A total of 385 cloud water samples were collected in the months of July and August between 2011 and 2016 and analyzed for water-soluble ionic and elemental composition. Three characteristic profiles emerge: (i) a reduction of concentration with in-cloud altitude for particulate species directly emitted from sources below cloud without in-cloud sources (e.g., Cl- and Na+), (ii) an increase of concentration with in-cloud altitude (e.g., NO2 - and formate), and (iii) species exhibiting a peak in concentration in the middle of cloud (e.g., non-sea-salt SO4 2-, NO3 -, and organic acids). Vertical profiles of rainout parameters such as loss frequency, lifetime, and change in concentration with respect to time show that the scavenging efficiency throughout the cloud depth depends strongly on the thickness of the cloud. Thin clouds exhibit a greater scavenging loss frequency at cloud top, while thick clouds have a greater scavenging loss frequency at cloud base. The implications of these results for treatment of wet scavenging in models are discussed.
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Affiliation(s)
- Alexander B MacDonald
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
| | - Hossein Dadashazar
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
| | - Patrick Y Chuang
- Earth and Planetary Sciences, University of California, Santa Cruz, CA, USA
| | - Ewan Crosbie
- Science Systems and Applications, Inc., Hampton, VA, USA
- NASA Langley Research Center, Hampton, VA, USA
| | - Hailong Wang
- Atmospheric Sciences and Global Change Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Zhen Wang
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
| | - Haflidi H Jonsson
- Department of Meteorology, Naval Postgraduate School, Monterey, CA, USA
| | - Richard C Flagan
- Department of Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - John H Seinfeld
- Department of Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Armin Sorooshian
- Department of Chemical and Environmental Engineering, University of Arizona, Tucson, AZ, USA
- Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ, USA
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Glotfelty T, He J, Zhang Y. Improving organic aerosol treatments in CESM/CAM5: Development, application, and evaluation. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS 2017; 9:1506-1539. [PMID: 29104733 PMCID: PMC5656320 DOI: 10.1002/2016ms000874] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Accepted: 05/19/2017] [Indexed: 06/07/2023]
Abstract
New treatments for organic aerosol (OA) formation have been added to a modified version of the CESM/CAM5 model (CESM-NCSU). These treatments include a volatility basis set treatment for the simulation of primary and secondary organic aerosols (SOAs), a simplified treatment for organic aerosol (OA) formation from glyoxal, and a parameterization representing the impact of new particle formation (NPF) of organic gases and sulfuric acid. With the inclusion of these new treatments, the concentration of oxygenated organic aerosol increases by 0.33 µg m-3 and that of primary organic aerosol (POA) decreases by 0.22 µg m-3 on global average. The decrease in POA leads to a reduction in the OA direct effect, while the increased OOA increases the OA indirect effects. Simulations with the new OA treatments show considerable improvement in simulated SOA, oxygenated organic aerosol (OOA), organic carbon (OC), total carbon (TC), and total organic aerosol (TOA), but degradation in the performance of HOA. In simulations of the current climate period, despite some deviations from observations, CESM-NCSU with the new OA treatments significantly improves the magnitude, spatial pattern, seasonal pattern of OC and TC, as well as, the speciation of TOA between POA and OOA. Sensitivity analysis reveals that the inclusion of the organic NPF treatment impacts the OA indirect effects by enhancing cloud properties. The simulated OA level and its impact on the climate system are most sensitive to choices in the enthalpy of vaporization and wet deposition of SVOCs, indicating that accurate representations of these parameters are critical for accurate OA-climate simulations.
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Affiliation(s)
- Timothy Glotfelty
- Department of Marine, Earth, and Atmospheric SciencesNorth Carolina State UniversityRaleighNorth CarolinaUSA
| | - Jian He
- Department of Marine, Earth, and Atmospheric SciencesNorth Carolina State UniversityRaleighNorth CarolinaUSA
| | - Yang Zhang
- Department of Marine, Earth, and Atmospheric SciencesNorth Carolina State UniversityRaleighNorth CarolinaUSA
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Mahmood R, von Salzen K, Flanner M, Sand M, Langner J, Wang H, Huang L. Seasonality of global and Arctic black carbon processes in the Arctic Monitoring and Assessment Programme models. JOURNAL OF GEOPHYSICAL RESEARCH. ATMOSPHERES : JGR 2016; 121:7100-7116. [PMID: 31404350 PMCID: PMC6680174 DOI: 10.1002/2016jd024849] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 05/24/2016] [Accepted: 06/01/2016] [Indexed: 05/20/2023]
Abstract
This study quantifies black carbon (BC) processes in three global climate models and one chemistry transport model, with focus on the seasonality of BC transport, emissions, wet and dry deposition in the Arctic. In the models, transport of BC to the Arctic from lower latitudes is the major BC source for this region. Arctic emissions are very small. All models simulated a similar annual cycle of BC transport from lower latitudes to the Arctic, with maximum transport occurring in July. Substantial differences were found in simulated BC burdens and vertical distributions, with Canadian Atmospheric Global Climate Model (CanAM) (Norwegian Earth System Model, NorESM) producing the strongest (weakest) seasonal cycle. CanAM also has the shortest annual mean residence time for BC in the Arctic followed by Swedish Meteorological and Hydrological Institute Multiscale Atmospheric Transport and Chemistry model, Community Earth System Model, and NorESM. Overall, considerable differences in wet deposition efficiencies in the models exist and are a leading cause of differences in simulated BC burdens. Results from model sensitivity experiments indicate that convective scavenging outside the Arctic reduces the mean altitude of BC residing in the Arctic, making it more susceptible to scavenging by stratiform (layer) clouds in the Arctic. Consequently, scavenging of BC in convective clouds outside the Arctic acts to substantially increase the overall efficiency of BC wet deposition in the Arctic, which leads to low BC burdens and a more pronounced seasonal cycle compared to simulations without convective BC scavenging. In contrast, the simulated seasonality of BC concentrations in the upper troposphere is only weakly influenced by wet deposition in stratiform clouds, whereas lower tropospheric concentrations are highly sensitive.
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Affiliation(s)
- Rashed Mahmood
- School of Earth and Ocean Sciences University of Victoria Victoria British Columbia Canada
- Department of Meteorology COMSATS Institute of Information Technology Islamabad Pakistan
| | - Knut von Salzen
- School of Earth and Ocean Sciences University of Victoria Victoria British Columbia Canada
- Canadian Center for Climate Modelling and Analysis, Environment and Climate Change Canada University of Victoria Victoria British Columbia Canada
| | - Mark Flanner
- Department of Atmospheric, Oceanic and Space Sciences University of Michigan Ann Arbor Michigan USA
| | - Maria Sand
- Center for International Climate and Environmental Research-Oslo Oslo Norway
| | - Joakim Langner
- Swedish Meteorological and Hydrological Institute Norrköping Sweden
| | - Hailong Wang
- Atmospheric Sciences and Global Change Division Pacific Northwest National Laboratory Richland Washington USA
| | - Lin Huang
- Climate Chemistry Measurements and Research Environment and Climate Change Canada Toronto Ontario Canada
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Application of an Online-Coupled Regional Climate Model, WRF-CAM5, over East Asia for Examination of Ice Nucleation Schemes: Part I. Comprehensive Model Evaluation and Trend Analysis for 2006 and 2011. CLIMATE 2015. [DOI: 10.3390/cli3030627] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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14
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Yu P, Toon OB, Bardeen CG, Mills MJ, Fan T, English JM, Neely RR. Evaluations of tropospheric aerosol properties simulated by the community earth system model with a sectional aerosol microphysics scheme. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS 2015; 7:865-914. [PMID: 27668039 PMCID: PMC5020605 DOI: 10.1002/2014ms000421] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 05/18/2015] [Indexed: 05/16/2023]
Abstract
A sectional aerosol model (CARMA) has been developed and coupled with the Community Earth System Model (CESM1). Aerosol microphysics, radiative properties, and interactions with clouds are simulated in the size-resolving model. The model described here uses 20 particle size bins for each aerosol component including freshly nucleated sulfate particles, as well as mixed particles containing sulfate, primary organics, black carbon, dust, and sea salt. The model also includes five types of bulk secondary organic aerosols with four volatility bins. The overall cost of CESM1-CARMA is approximately ∼2.6 times as much computer time as the standard three-mode aerosol model in CESM1 (CESM1-MAM3) and twice as much computer time as the seven-mode aerosol model in CESM1 (CESM1-MAM7) using similar gas phase chemistry codes. Aerosol spatial-temporal distributions are simulated and compared with a large set of observations from satellites, ground-based measurements, and airborne field campaigns. Simulated annual average aerosol optical depths are lower than MODIS/MISR satellite observations and AERONET observations by ∼32%. This difference is within the uncertainty of the satellite observations. CESM1/CARMA reproduces sulfate aerosol mass within 8%, organic aerosol mass within 20%, and black carbon aerosol mass within 50% compared with a multiyear average of the IMPROVE/EPA data over United States, but differences vary considerably at individual locations. Other data sets show similar levels of comparison with model simulations. The model suggests that in addition to sulfate, organic aerosols also significantly contribute to aerosol mass in the tropical UTLS, which is consistent with limited data.
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Affiliation(s)
- Pengfei Yu
- Department of Atmospheric and Oceanic Sciences University of Colorado Boulder Colorado USA; Laboratory for Atmospheric and Space Physics University of Colorado Boulder Colorado USA
| | - Owen B Toon
- Department of Atmospheric and Oceanic Sciences University of Colorado Boulder Colorado USA; Laboratory for Atmospheric and Space Physics University of Colorado Boulder Colorado USA
| | | | - Michael J Mills
- National Center for Atmospheric Research Boulder Colorado USA
| | - Tianyi Fan
- Department of Atmospheric and Oceanic Sciences University of Colorado Boulder Colorado USA; Laboratory for Atmospheric and Space Physics University of Colorado Boulder Colorado USA; Now at College of Global Change and Earth System Science, Beijing Normal University Beijing China
| | - Jason M English
- Laboratory for Atmospheric and Space Physics University of Colorado Boulder Colorado USA
| | - Ryan R Neely
- National Center for Atmospheric Research Boulder Colorado USA; National Centre for Atmospheric Science and Institute of Climate and Atmospheric Science, School of the Earth and Environment, University of Leeds Leeds UK
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Herrmann H, Schaefer T, Tilgner A, Styler SA, Weller C, Teich M, Otto T. Tropospheric aqueous-phase chemistry: kinetics, mechanisms, and its coupling to a changing gas phase. Chem Rev 2015; 115:4259-334. [PMID: 25950643 DOI: 10.1021/cr500447k] [Citation(s) in RCA: 221] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Hartmut Herrmann
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
| | - Thomas Schaefer
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
| | - Andreas Tilgner
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
| | - Sarah A Styler
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
| | - Christian Weller
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
| | - Monique Teich
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
| | - Tobias Otto
- Atmospheric Chemistry Department (ACD), Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany
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16
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Ervens B. Modeling the processing of aerosol and trace gases in clouds and fogs. Chem Rev 2015; 115:4157-98. [PMID: 25898144 DOI: 10.1021/cr5005887] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Barbara Ervens
- Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Colorado 80302, United States.,Chemical Sciences Division, NOAA Earth System Research Laboratory, Boulder, Colorado 80305, United States
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Yu P, Toon OB, Neely RR, Martinsson BG, Brenninkmeijer CAM. Composition and physical properties of the Asian Tropopause Aerosol Layer and the North American Tropospheric Aerosol Layer. GEOPHYSICAL RESEARCH LETTERS 2015; 42:2540-2546. [PMID: 26709320 PMCID: PMC4681454 DOI: 10.1002/2015gl063181] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 03/16/2015] [Accepted: 03/19/2015] [Indexed: 05/15/2023]
Abstract
UNLABELLED Recent studies revealed layers of enhanced aerosol scattering in the upper troposphere and lower stratosphere over Asia (Asian Tropopause Aerosol Layer (ATAL)) and North America (North American Tropospheric Aerosol Layer (NATAL)). We use a sectional aerosol model (Community Aerosol and Radiation Model for Atmospheres (CARMA)) coupled with the Community Earth System Model version 1 (CESM1) to explore the composition and optical properties of these aerosol layers. The observed aerosol extinction enhancement is reproduced by CESM1/CARMA. Both model and observations indicate a strong gradient of the sulfur-to-carbon ratio from Europe to the Asia on constant pressure surfaces. We found that the ATAL is mostly composed of sulfates, surface-emitted organics, and secondary organics; the NATAL is mostly composed of sulfates and secondary organics. The model also suggests that emission increases in Asia between 2000 and 2010 led to an increase of aerosol optical depth of the ATAL by 0.002 on average which is consistent with observations. KEY POINTS The Asian Tropopause Aerosol Layer is composed of sulfate, primary organics, and secondary organics The North American Tropospheric Aerosol Layer is mostly composed of sulfate and secondary organics Aerosol Optical Depth of Asian Tropopause Aerosol Layer increases by 0.002 from 2000 to 2010.
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Affiliation(s)
- Pengfei Yu
- Department of Atmospheric and Oceanic Sciences, University of Colorado Boulder Boulder, Colorado, USA ; Laboratory for Atmospheric and Space Physics, University of Colorado Boulder Boulder, Colorado, USA
| | - Owen B Toon
- Department of Atmospheric and Oceanic Sciences, University of Colorado Boulder Boulder, Colorado, USA ; Laboratory for Atmospheric and Space Physics, University of Colorado Boulder Boulder, Colorado, USA
| | - Ryan R Neely
- National Centre for Atmospheric Science and the Institute of Climate and Atmospheric Science, University of Leeds Leeds, UK ; Atmospheric Chemistry Division, National Center for Atmospheric Research Boulder, Colorado, USA ; CIRES, University of Colorado Boulder Boulder, Colorado, USA
| | | | - Carl A M Brenninkmeijer
- Air Chemistry Division, Max Planck Institute for Chemistry (Otto Hahn Institute) Mainz, Germany
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Ekman AML, Hermann M, Groß P, Heintzenberg J, Kim D, Wang C. Sub-micrometer aerosol particles in the upper troposphere/lowermost stratosphere as measured by CARIBIC and modeled using the MIT-CAM3 global climate model. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd016777] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Fry MM, Naik V, West JJ, Schwarzkopf MD, Fiore AM, Collins WJ, Dentener FJ, Shindell DT, Atherton C, Bergmann D, Duncan BN, Hess P, MacKenzie IA, Marmer E, Schultz MG, Szopa S, Wild O, Zeng G. The influence of ozone precursor emissions from four world regions on tropospheric composition and radiative climate forcing. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd017134] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Krotkov NA, Schoeberl MR, Morris GA, Carn S, Yang K. Dispersion and lifetime of the SO2cloud from the August 2008 Kasatochi eruption. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2010jd013984] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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23
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Su L, Toon OB. Numerical simulations of Asian dust storms using a coupled climate-aerosol microphysical model. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd010956] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Bardeen CG, Toon OB, Jensen EJ, Marsh DR, Harvey VL. Numerical simulations of the three-dimensional distribution of meteoric dust in the mesosphere and upper stratosphere. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009515] [Citation(s) in RCA: 143] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Kim D, Wang C, Ekman AML, Barth MC, Rasch PJ. Distribution and direct radiative forcing of carbonaceous and sulfate aerosols in an interactive size-resolving aerosol–climate model. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009756] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Hoose C, Lohmann U, Stier P, Verheggen B, Weingartner E. Aerosol processing in mixed-phase clouds in ECHAM5-HAM: Model description and comparison to observations. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009251] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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27
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Matichuk RI, Colarco PR, Smith JA, Toon OB. Modeling the transport and optical properties of smoke plumes from South American biomass burning. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009005] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Heald CL, Henze DK, Horowitz LW, Feddema J, Lamarque JF, Guenther A, Hess PG, Vitt F, Seinfeld JH, Goldstein AH, Fung I. Predicted change in global secondary organic aerosol concentrations in response to future climate, emissions, and land use change. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009092] [Citation(s) in RCA: 293] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- C. L. Heald
- Department of Environmental Science, Policy and Management; University of California; Berkeley California USA
| | - D. K. Henze
- Department of Chemical Engineering; California Institute of Technology; Pasadena California USA
| | - L. W. Horowitz
- Geophysical Fluid Dynamics Laboratory; NOAA; Princeton New Jersey USA
| | - J. Feddema
- Department of Geography; University of Kansas; Lawrence Kansas USA
| | - J.-F. Lamarque
- National Center for Atmospheric Research; Boulder Colorado USA
| | - A. Guenther
- National Center for Atmospheric Research; Boulder Colorado USA
| | - P. G. Hess
- National Center for Atmospheric Research; Boulder Colorado USA
| | - F. Vitt
- National Center for Atmospheric Research; Boulder Colorado USA
| | - J. H. Seinfeld
- Department of Chemical Engineering; California Institute of Technology; Pasadena California USA
| | - A. H. Goldstein
- Department of Environmental Science, Policy and Management; University of California; Berkeley California USA
| | - I. Fung
- Department of Environmental Science, Policy and Management; University of California; Berkeley California USA
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Ning Z, Geller MD, Moore KF, Sheesley R, Schauer JJ, Sioutas C. Daily variation in chemical characteristics of urban ultrafine aerosols and inference of their sources. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2007; 41:6000-6006. [PMID: 17937273 DOI: 10.1021/es070653g] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
A summer air quality monitoring campaign focusing on daily variation of ultrafine (<180 nm in diameter) particle chemical characteristics was conducted in a typical urban site in Los Angeles during June-July 2006. Ultrafine particles (UFP) were collected weekly for two 3 h periods each day, one to capture the morning commute (06:00-09:00 PDT) (Pacific Daylight Time) and one to investigate photochemically altered particles (13:00-16:00 PDT). Samples were analyzed for ionic compounds, metals, trace elements, elemental carbon, and organic carbon. In addition, measurements of individual organic species and their variation with time of day at the urban site were conducted. The relative abundances of alkanes, PAH, and hopanes in the morning denote a strong influence of commute traffic emissions on ultrafine particle concentrations. By contrast, afternoon concentrations of oxygenated organic acids and sulfate rose, while other species were diluted by increased mixing height or lost due to increasing temperature. These are clear indicators that secondary photochemical reactions are a major formation mechanism of ultrafine aerosols in the afternoon. The concentrations of organic species originating from vehicular emissions measured in this study compare favorably to those from freeway-adjacent measurements by using CO2 concentrations to adjust for dilution, demonstrating the effectiveness of this tool for relating sites affected by vehicular emissions.
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Affiliation(s)
- Zhi Ning
- Department of Civil and Environmental Engineering, University of Southern California, 3620 South Vermont Avenue, Los Angeles, California 90089, USA
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30
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Liu X, Penner JE, Das B, Bergmann D, Rodriguez JM, Strahan S, Wang M, Feng Y. Uncertainties in global aerosol simulations: Assessment using three meteorological data sets. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd008216] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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31
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Zhang J, Gong W, Leaitch WR, Strapp JW. Evaluation of modeled cloud properties against aircraft observations for air quality applications. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007596] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Junhua Zhang
- Science and Technology Branch; Environment Canada; Toronto, Ontario Canada
| | - Wanmin Gong
- Science and Technology Branch; Environment Canada; Toronto, Ontario Canada
| | - W. Richard Leaitch
- Science and Technology Branch; Environment Canada; Toronto, Ontario Canada
| | - J. Walter Strapp
- Science and Technology Branch; Environment Canada; Toronto, Ontario Canada
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32
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Matichuk RI, Colarco PR, Smith JA, Toon OB. Modeling the transport and optical properties of smoke aerosols from African savanna fires during the Southern African Regional Science Initiative campaign (SAFARI 2000). ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007528] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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33
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McKeen S, Chung SH, Wilczak J, Grell G, Djalalova I, Peckham S, Gong W, Bouchet V, Moffet R, Tang Y, Carmichael GR, Mathur R, Yu S. Evaluation of several PM2.5
forecast models using data collected during the ICARTT/NEAQS 2004 field study. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007608] [Citation(s) in RCA: 136] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- S. McKeen
- Chemical Sciences Division, Environmental Science Research Laboratory; NOAA; Boulder Colorado USA
| | - S. H. Chung
- Chemical Sciences Division, Environmental Science Research Laboratory; NOAA; Boulder Colorado USA
| | - J. Wilczak
- Physical Sciences Division, Environmental Science Research Laboratory; NOAA; Boulder Colorado USA
| | - G. Grell
- Global Systems Division, Environmental Science Research Laboratory; NOAA; Boulder Colorado USA
| | - I. Djalalova
- Physical Sciences Division, Environmental Science Research Laboratory; NOAA; Boulder Colorado USA
| | - S. Peckham
- Global Systems Division, Environmental Science Research Laboratory; NOAA; Boulder Colorado USA
| | - W. Gong
- Meteorological Service of Canada; Downsview, Ontario Canada
| | - V. Bouchet
- Meteorological Service of Canada; Dorval, Quebec Canada
| | - R. Moffet
- Meteorological Service of Canada; Dorval, Quebec Canada
| | - Y. Tang
- Center for Global and Regional Environmental Research; University of Iowa; Iowa City Iowa USA
| | - G. R. Carmichael
- Center for Global and Regional Environmental Research; University of Iowa; Iowa City Iowa USA
| | - R. Mathur
- Air Resources Laboratory; NOAA; Silver Spring Maryland USA
| | - S. Yu
- Science and Technology Corporation; Hampton Virginia USA
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Ginoux P, Horowitz LW, Ramaswamy V, Geogdzhayev IV, Holben BN, Stenchikov G, Tie X. Evaluation of aerosol distribution and optical depth in the Geophysical Fluid Dynamics Laboratory coupled model CM2.1 for present climate. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006707] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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35
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Koch D, Schmidt GA, Field CV. Sulfur, sea salt, and radionuclide aerosols in GISS ModelE. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2004jd005550] [Citation(s) in RCA: 150] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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36
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Ma X, von Salzen K. Dynamics of the sulphate aerosol size distribution on a global scale. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006620] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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37
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Liu X. Global modeling of aerosol dynamics: Model description, evaluation, and interactions between sulfate and nonsulfate aerosols. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jd005674] [Citation(s) in RCA: 182] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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38
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Luo C, Mahowald NM, Meskhidze N, Chen Y, Siefert RL, Baker AR, Johansen AM. Estimation of iron solubility from observations and a global aerosol model. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2005jd006059] [Citation(s) in RCA: 95] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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39
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Lucas DD, Prinn RG. Sensitivities of gas-phase dimethylsulfide oxidation products to the assumed mechanisms in a chemical transport model. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jd005386] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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40
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Alexander B. Sulfate formation in sea-salt aerosols: Constraints from oxygen isotopes. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jd005659] [Citation(s) in RCA: 272] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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41
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Benkovitz CM, Schwartz SE, Jensen MP, Miller MA, Easter RC, Bates TS. Modeling atmospheric sulfur over the Northern Hemisphere during the Aerosol Characterization Experiment 2 experimental period. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2004jd004939] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | | | - Michael P. Jensen
- Department of Applied Physics and Applied Mathematics; Columbia University; New York USA
| | | | - R. C. Easter
- Pacific Northwest National Laboratory; Richland Washington USA
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42
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Lei W. Chemical characterization of ozone formation in the Houston-Galveston area: A chemical transport model study. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd004219] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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43
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Edwards DP. Observations of carbon monoxide and aerosols from the Terra satellite: Northern Hemisphere variability. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2004jd004727] [Citation(s) in RCA: 184] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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44
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Berglen TF. A global model of the coupled sulfur/oxidant chemistry in the troposphere: The sulfur cycle. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd003948] [Citation(s) in RCA: 157] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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45
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Igarashi Y. Monitoring the SO2concentration at the summit of Mt. Fuji and a comparison with other trace gases during winter. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd004428] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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46
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47
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Koch D, Park J, Del Genio A. Clouds and sulfate are anticorrelated: A new diagnostic for global sulfur models. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2003jd003621] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Dorothy Koch
- NASA Goddard Institute for Space Studies; Columbia University; New York New York USA
| | - Jeffrey Park
- Department of Geology and Geophysics; Yale University; New Haven Connecticut USA
| | - Anthony Del Genio
- NASA Goddard Institute for Space Studies; Columbia University; New York New York USA
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48
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Stevenson DS, Johnson CE, Collins WJ, Derwent RG. The tropospheric sulphur cycle and the role of volcanic SO2. ACTA ACUST UNITED AC 2003. [DOI: 10.1144/gsl.sp.2003.213.01.18] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
AbstractA global three-dimensional chemistry-transport model has been applied to study the tropospheric sulphur cycle, and in particular the volcanic component. The model is in general agreement with previous studies of the global S budget. We find that volcanic emissions constitute 10% of the present-day global SO2 source to the atmosphere, but form 26% of the SO2 burden, and 14% of the sulphate aerosol burden. Two previous modelling studies suggested that the volcanic fraction of sulphate was 18% and 35%, from sources representing 7% and 14%, respectively, of the global total SO2 emission. The results are dependent upon various assumptions about volcanic emissions (magnitude, geographical location, altitude), the global distribution of oxidants, and the physical processes of dry and wet deposition. Because of this dependence upon poorly constrained parameters, it is unclear which modelling study is closest to the truth.
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Affiliation(s)
- D. S. Stevenson
- Institute for Meteorology, University of Edinburgh
King’s Buildings, Edinburgh, EH9 3JZ, UK
| | - C. E. Johnson
- Climate Research, Meteorological Office
London Road, Bracknell, RG12, 2SZ, UK
| | - W. J. Collins
- Climate Research, Meteorological Office
London Road, Bracknell, RG12, 2SZ, UK
| | - R. G. Derwent
- Climate Research, Meteorological Office
London Road, Bracknell, RG12, 2SZ, UK
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49
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Tanaka TY, Orito K, Sekiyama TT, Shibata K, Chiba M, Tanaka H. MASINGAR, a global tropospheric aerosol chemical transport model coupled with MRI/JMA98 GCM: Model description. ACTA ACUST UNITED AC 2003. [DOI: 10.2467/mripapers.53.119] [Citation(s) in RCA: 84] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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50
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Liao H. Interactions between tropospheric chemistry and aerosols in a unified general circulation model. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2001jd001260] [Citation(s) in RCA: 130] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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