DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Global source attribution of sulfate concentration and direct and indirect radiative forcing

Abstract

The global source–receptor relationships of sulfate concentrations, and direct and indirect radiative forcing (DRF and IRF) from 16 regions/sectors for years 2010–2014 are examined in this study through utilizing a sulfur source-tagging capability implemented in the Community Earth System Model (CESM) with winds nudged to reanalysis data. Sulfate concentrations are mostly contributed by local emissions in regions with high emissions, while over regions with relatively low SO2 emissions, the near-surface sulfate concentrations are primarily attributed to non-local sources from long-range transport. Regional source efficiencies of sulfate concentrations are higher over regions with dry atmospheric conditions and less export, suggesting that lifetime of aerosols, together with regional export, is important in determining regional air quality. The simulated global total sulfate DRF is –0.42 W m–2, with –0.31 W m–2 contributed by anthropogenic sulfate and –0.11 W m–2 contributed by natural sulfate, relative to a state with no sulfur emissions. In the Southern Hemisphere tropics, dimethyl sulfide (DMS) contributes 17–84 % to the total DRF. East Asia has the largest contribution of 20–30 % over the Northern Hemisphere mid- and high latitudes. A 20 % perturbation of sulfate and its precursor emissions gives a sulfate incremental IRF of –0.44 W m–2. DMSmore » has the largest contribution, explaining –0.23 W m–2 of the global sulfate incremental IRF. Here, incremental IRF over regions in the Southern Hemisphere with low background aerosols is more sensitive to emission perturbation than that over the polluted Northern Hemisphere.« less

Authors:
ORCiD logo [1];  [1]; ORCiD logo [2];  [1];  [1];  [1];  [3];  [4];  [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Pacific Northwest National Lab. (PNNL), College Park, MD (United States)
  3. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
  4. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States); Univ. of Maryland, College Park, MD (United States)
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1375377
Report Number(s):
PNNL-SA-125012
Journal ID: ISSN 1680-7324; 453040196
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Accepted Manuscript
Journal Name:
Atmospheric Chemistry and Physics (Online)
Additional Journal Information:
Journal Name: Atmospheric Chemistry and Physics (Online); Journal Volume: 17; Journal Issue: 14; Journal ID: ISSN 1680-7324
Publisher:
European Geosciences Union
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; sulfate aerosol; indirect radiative forcing; emissions

Citation Formats

Yang, Yang, Wang, Hailong, Smith, Steven J., Easter, Richard, Ma, Po -Lun, Qian, Yun, Yu, Hongbin, Li, Can, and Rasch, Philip J. Global source attribution of sulfate concentration and direct and indirect radiative forcing. United States: N. p., 2017. Web. doi:10.5194/acp-17-8903-2017.
Yang, Yang, Wang, Hailong, Smith, Steven J., Easter, Richard, Ma, Po -Lun, Qian, Yun, Yu, Hongbin, Li, Can, & Rasch, Philip J. Global source attribution of sulfate concentration and direct and indirect radiative forcing. United States. https://doi.org/10.5194/acp-17-8903-2017
Yang, Yang, Wang, Hailong, Smith, Steven J., Easter, Richard, Ma, Po -Lun, Qian, Yun, Yu, Hongbin, Li, Can, and Rasch, Philip J. Tue . "Global source attribution of sulfate concentration and direct and indirect radiative forcing". United States. https://doi.org/10.5194/acp-17-8903-2017. https://www.osti.gov/servlets/purl/1375377.
@article{osti_1375377,
title = {Global source attribution of sulfate concentration and direct and indirect radiative forcing},
author = {Yang, Yang and Wang, Hailong and Smith, Steven J. and Easter, Richard and Ma, Po -Lun and Qian, Yun and Yu, Hongbin and Li, Can and Rasch, Philip J.},
abstractNote = {The global source–receptor relationships of sulfate concentrations, and direct and indirect radiative forcing (DRF and IRF) from 16 regions/sectors for years 2010–2014 are examined in this study through utilizing a sulfur source-tagging capability implemented in the Community Earth System Model (CESM) with winds nudged to reanalysis data. Sulfate concentrations are mostly contributed by local emissions in regions with high emissions, while over regions with relatively low SO2 emissions, the near-surface sulfate concentrations are primarily attributed to non-local sources from long-range transport. Regional source efficiencies of sulfate concentrations are higher over regions with dry atmospheric conditions and less export, suggesting that lifetime of aerosols, together with regional export, is important in determining regional air quality. The simulated global total sulfate DRF is –0.42 W m–2, with –0.31 W m–2 contributed by anthropogenic sulfate and –0.11 W m–2 contributed by natural sulfate, relative to a state with no sulfur emissions. In the Southern Hemisphere tropics, dimethyl sulfide (DMS) contributes 17–84 % to the total DRF. East Asia has the largest contribution of 20–30 % over the Northern Hemisphere mid- and high latitudes. A 20 % perturbation of sulfate and its precursor emissions gives a sulfate incremental IRF of –0.44 W m–2. DMS has the largest contribution, explaining –0.23 W m–2 of the global sulfate incremental IRF. Here, incremental IRF over regions in the Southern Hemisphere with low background aerosols is more sensitive to emission perturbation than that over the polluted Northern Hemisphere.},
doi = {10.5194/acp-17-8903-2017},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 14,
volume = 17,
place = {United States},
year = {Tue Jul 25 00:00:00 EDT 2017},
month = {Tue Jul 25 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 50 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Air pollution: a potentially modifiable risk factor for lung cancer
journal, August 2013

  • Fajersztajn, Laís; Veras, Mariana; Barrozo, Ligia Vizeu
  • Nature Reviews Cancer, Vol. 13, Issue 9
  • DOI: 10.1038/nrc3572

Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
journal, January 2012

  • Liu, X.; Easter, R. C.; Ghan, S. J.
  • Geoscientific Model Development, Vol. 5, Issue 3
  • DOI: 10.5194/gmd-5-709-2012

Regional and global temperature response to anthropogenic SO 2 emissions from China in three climate models
journal, January 2016

  • Kasoar, Matthew; Voulgarakis, Apostolos; Lamarque, Jean-François
  • Atmospheric Chemistry and Physics, Vol. 16, Issue 15
  • DOI: 10.5194/acp-16-9785-2016

Radiative forcing in the ACCMIP historical and future climate simulations
journal, January 2013

  • Shindell, D. T.; Lamarque, J. -F.; Schulz, M.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 6
  • DOI: 10.5194/acp-13-2939-2013

Radiative forcing of the direct aerosol effect from AeroCom Phase II simulations
journal, January 2013

  • Myhre, G.; Samset, B. H.; Schulz, M.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 4
  • DOI: 10.5194/acp-13-1853-2013

Simultaneously Mitigating Near-Term Climate Change and Improving Human Health and Food Security
journal, January 2012


SO 2 over central China: Measurements, numerical simulations and the tropospheric sulfur budget : SULFUR COMPOUNDS OVER CENTRAL CHINA
journal, February 2012

  • He, Hao; Li, Can; Loughner, Christopher P.
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D16
  • DOI: 10.1029/2011JD016473

Observed holiday aerosol reduction and temperature cooling over East Asia
journal, June 2014

  • Gong, Dao-Yi; Wang, Wenshan; Qian, Yun
  • Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 11
  • DOI: 10.1002/2014JD021464

The role of circulation features on black carbon transport into the Arctic in the Community Atmosphere Model version 5 (CAM5): BC TRANSPORT IN OFF-LINE CAM5
journal, May 2013

  • Ma, Po-Lun; Rasch, Philip J.; Wang, Hailong
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 10
  • DOI: 10.1002/jgrd.50411

A possible pathway for rapid growth of sulfate during haze days in China
journal, January 2017

  • Li, Guohui; Bei, Naifang; Cao, Junji
  • Atmospheric Chemistry and Physics, Vol. 17, Issue 5
  • DOI: 10.5194/acp-17-3301-2017

MERRA: NASA’s Modern-Era Retrospective Analysis for Research and Applications
journal, July 2011


An investigation of the sub-grid variability of trace gases and aerosols for global climate modeling
journal, January 2010

  • Qian, Y.; Gustafson, W. I.; Fast, J. D.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 14
  • DOI: 10.5194/acp-10-6917-2010

Changes in atmospheric sulfur burdens and concentrations and resulting radiative forcings under IPCC SRES emission scenarios for 1990-2100: SULFATE UNDER SRES SCENARIOS
journal, March 2005

  • Pham, M.; Boucher, O.; Hauglustaine, D.
  • Journal of Geophysical Research: Atmospheres, Vol. 110, Issue D6
  • DOI: 10.1029/2004JD005125

Regional Atmospheric Pollution and Transboundary air Quality Management
journal, November 2005


Sensitivity of remote aerosol distributions to representation of cloud–aerosol interactions in a global climate model
journal, January 2013

  • Wang, H.; Easter, R. C.; Rasch, P. J.
  • Geoscientific Model Development, Vol. 6, Issue 3
  • DOI: 10.5194/gmd-6-765-2013

From aerosol-limited to invigoration of warm convective clouds
journal, June 2014


Global indirect aerosol effects: a review
journal, January 2005


Sulfur dioxide emissions in China and sulfur trends in East Asia since 2000
journal, January 2010


Climate Effects of Aerosol-Cloud Interactions
journal, January 2014


A fast and sensitive new satellite SO 2 retrieval algorithm based on principal component analysis: Application to the ozone monitoring instrument : NEW OMI PCA SO
journal, December 2013

  • Li, Can; Joiner, Joanna; Krotkov, Nickolay A.
  • Geophysical Research Letters, Vol. 40, Issue 23
  • DOI: 10.1002/2013GL058134

Atmospheric aerosol compositions in China: spatial/temporal variability, chemical signature, regional haze distribution and comparisons with global aerosols
journal, January 2011

  • Zhang, X. Y.; Wang, Y. Q.; Niu, T.
  • Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 9
  • DOI: 10.5194/acpd-11-26571-2011

The global aerosol‐cloud first indirect effect estimated using MODIS, MERRA, and AeroCom
journal, February 2017

  • McCoy, D. T.; Bender, F. A. ‐M.; Mohrmann, J. K. C.
  • Journal of Geophysical Research: Atmospheres, Vol. 122, Issue 3
  • DOI: 10.1002/2016JD026141

The Community Earth System Model: A Framework for Collaborative Research
journal, September 2013

  • Hurrell, James W.; Holland, M. M.; Gent, P. R.
  • Bulletin of the American Meteorological Society, Vol. 94, Issue 9
  • DOI: 10.1175/BAMS-D-12-00121.1

Aerosol indirect effects in a multi-scale aerosol-climate model PNNL-MMF
journal, January 2011

  • Wang, M.; Ghan, S.; Ovchinnikov, M.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 11
  • DOI: 10.5194/acp-11-5431-2011

Acidic Deposition in the Northeastern United States: Sources and Inputs, Ecosystem Effects, and Management Strategies
journal, January 2001


Transport and Chemical Evolution over the Pacific (TRACE-P) aircraft mission: Design, execution, and first results
journal, January 2003


Anthropogenic sulfur dioxide emissions: 1850–2005
journal, January 2011

  • Smith, S. J.; van Aardenne, J.; Klimont, Z.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 3
  • DOI: 10.5194/acp-11-1101-2011

Persistent sulfate formation from London Fog to Chinese haze
journal, November 2016

  • Wang, Gehui; Zhang, Renyi; Gomez, Mario E.
  • Proceedings of the National Academy of Sciences, Vol. 113, Issue 48
  • DOI: 10.1073/pnas.1616540113

Evaluating inter-continental transport of fine aerosols: (1) Methodology, global aerosol distribution and optical depth
journal, September 2009


Sulfur dioxide emissions in Asia in the period 1985–1997
journal, August 2000


Response of sulphur dynamics in European catchments to decreasing sulphate deposition
journal, January 2001

  • Prechtel, A.; Alewell, C.; Armbruster, M.
  • Hydrology and Earth System Sciences, Vol. 5, Issue 3
  • DOI: 10.5194/hess-5-311-2001

Untangling aerosol effects on clouds and precipitation in a buffered system
journal, October 2009


Space-based detection of missing sulfur dioxide sources of global air pollution
journal, May 2016

  • McLinden, Chris A.; Fioletov, Vitali; Shephard, Mark W.
  • Nature Geoscience, Vol. 9, Issue 7
  • DOI: 10.1038/ngeo2724

Haze, air pollution, and health in China
journal, December 2013


Source attribution of black carbon and its direct radiative forcing in China
journal, January 2017

  • Yang, Yang; Wang, Hailong; Smith, Steven J.
  • Atmospheric Chemistry and Physics, Vol. 17, Issue 6
  • DOI: 10.5194/acp-17-4319-2017

Anthropogenic sulfur dioxide emissions: 1850–2005
journal, January 2010

  • Smith, S. J.; van Aardenne, J.; Klimont, Z.
  • Atmospheric Chemistry and Physics Discussions, Vol. 10, Issue 6
  • DOI: 10.5194/acpd-10-16111-2010

Aqueous oxidation of sulfur dioxide by hydrogen peroxide at low pH
journal, January 1981


Source-receptor relationships between East Asian sulfur dioxide emissions and Northern Hemisphere sulfate concentrations
journal, January 2008

  • Liu, J.; Mauzerall, D. L.; Horowitz, L. W.
  • Atmospheric Chemistry and Physics, Vol. 8, Issue 14
  • DOI: 10.5194/acp-8-3721-2008

Transpacific transport of Asian anthropogenic aerosols and its impact on surface air quality in the United States
journal, January 2006

  • Heald, Colette L.; Jacob, Daniel J.; Park, Rokjin J.
  • Journal of Geophysical Research, Vol. 111, Issue D14
  • DOI: 10.1029/2005JD006847

Six ‘new’ episodes of trans-Pacific transport of air pollutants
journal, January 2003


Trans-Pacific transport of black carbon and fine aerosols ( D < 2.5 μ m) into North America
journal, January 2007

  • Hadley, O. L.; Ramanathan, V.; Carmichael, G. R.
  • Journal of Geophysical Research, Vol. 112, Issue D5
  • DOI: 10.1029/2006JD007632

Global and regional radiative forcing from 20 % reductions in BC, OC and SO 4 – an HTAP2 multi-model study
journal, January 2016

  • Stjern, Camilla Weum; Samset, Bjørn Hallvard; Myhre, Gunnar
  • Atmospheric Chemistry and Physics, Vol. 16, Issue 21
  • DOI: 10.5194/acp-16-13579-2016

Global indirect aerosol effects: a review
journal, January 2004

  • Lohmann, U.; Feichter, J.
  • Atmospheric Chemistry and Physics Discussions, Vol. 4, Issue 6
  • DOI: 10.5194/acpd-4-7561-2004

Natural and transboundary pollution influences on sulfate-nitrate-ammonium aerosols in the United States: Implications for policy
journal, January 2004


Exposure to ambient black carbon derived from a unique inventory and high-resolution model
journal, January 2014

  • Wang, R.; Tao, S.; Balkanski, Y.
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 7
  • DOI: 10.1073/pnas.1318763111

Clouds and Aerosols
book, June 2014


A parameterization of aerosol activation: 2. Multiple aerosol types
journal, March 2000

  • Abdul-Razzak, Hayder; Ghan, Steven J.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D5
  • DOI: 10.1029/1999JD901161

Aerosols from Overseas Rival Domestic Emissions over North America
journal, August 2012


Technical Note: Estimating aerosol effects on cloud radiative forcing
journal, January 2013


Technical Note: On the use of nudging for aerosol–climate model intercomparison studies
journal, January 2014


Regional and seasonal radiative forcing by perturbations to aerosol and ozone precursor emissions
journal, January 2016

  • Bellouin, Nicolas; Baker, Laura; Hodnebrog, Øivind
  • Atmospheric Chemistry and Physics, Vol. 16, Issue 21
  • DOI: 10.5194/acp-16-13885-2016

Intercontinental transport of pollution and dust aerosols: implications for regional air quality
journal, January 2007

  • Chin, Mian; Diehl, T.; Ginoux, P.
  • Atmospheric Chemistry and Physics, Vol. 7, Issue 21
  • DOI: 10.5194/acp-7-5501-2007

Potential influence of inter-continental transport of sulfate aerosols on air quality
journal, October 2007


The Community Earth System Model: A Framework for Collaborative Research
journal, February 2013

  • Hurrell, James W.; Holland, M. M.; Gent, P. R.
  • Bulletin of the American Meteorological Society
  • DOI: 10.1175/BAMS-D-12-00121

Sensitivity of remote aerosol distributions to representation of cloud-aerosol interactions in a global climate model
journal, January 2013

  • Wang, H.; Easter, R. C.; Rasch, P. J.
  • Geoscientific Model Development Discussions, Vol. 6, Issue 1
  • DOI: 10.5194/gmdd-6-331-2013

Global indirect aerosol effects: a review
text, January 2005


Radiative forcing in the ACCMIP historical and future climate simulations
journal, January 2012

  • Shindell, D. T.; Lamarque, J. -F.; Schulz, M.
  • Atmospheric Chemistry and Physics Discussions, Vol. 12, Issue 8
  • DOI: 10.5194/acpd-12-21105-2012

Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS)
journal, January 2018

  • Hoesly, Rachel M.; Smith, Steven J.; Feng, Leyang
  • Geoscientific Model Development, Vol. 11, Issue 1
  • DOI: 10.5194/gmd-11-369-2018

Technical note: On the use of nudging for aerosol-climate model intercomparison studies
text, January 2014


Works referencing / citing this record:

Anthropogenic fine particulate matter pollution will be exacerbated in eastern China due to 21st century GHG warming
journal, January 2019

  • Chen, Huopo; Wang, Huijun; Sun, Jianqi
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 1
  • DOI: 10.5194/acp-19-233-2019

Recent intensification of winter haze in China linked to foreign emissions and meteorology
journal, February 2018


A light-driven burst of hydroxyl radicals dominates oxidation chemistry in newly activated cloud droplets
journal, May 2019

  • Paulson, Suzanne E.; Gallimore, Peter J.; Kuang, Xiaobi M.
  • Science Advances, Vol. 5, Issue 5
  • DOI: 10.1126/sciadv.aav7689

African volcanic emissions influencing atmospheric aerosols over the Amazon rain forest
journal, January 2018

  • Saturno, Jorge; Ditas, Florian; Penning de Vries, Marloes
  • Atmospheric Chemistry and Physics, Vol. 18, Issue 14
  • DOI: 10.5194/acp-18-10391-2018

A light-driven burst of hydroxyl radicals dominates oxidation chemistry in newly activated cloud droplets.
text, January 2019

  • Paulson, Suzanne E.; Gallimore, Peter; Kuang, Xiaobi M.
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.40881