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Title: Using an explicit emission tagging method in global modeling of source‐receptor relationships for black carbon in the Arctic: Variations, sources, and transport pathways

Abstract

Abstract We introduce an explicit emission tagging technique in the Community Atmosphere Model to quantify source‐region‐resolved characteristics of black carbon (BC), focusing on the Arctic. Explicit tagging of BC source regions without perturbing the emissions provides a physically consistent and computationally efficient approach to establish source‐receptor relationships and transport pathways. Our analysis shows that the contributions of major source regions to the global BC burden are not proportional to the respective emissions due to strong region‐dependent removal rates and lifetimes, while the contributions to BC direct radiative forcing show a near‐linear dependence on their respective contributions to the burden. Arctic BC concentrations, deposition, and source contributions all have strong seasonal variations. Eastern Asia contributes the most to the wintertime Arctic BC burden, but has much less impact on lower‐level concentrations and deposition. Northern Europe emissions are more important to both surface concentration and deposition in winter than in summer. The largest contribution to Arctic BC in the summer is from Northern Asia. Although local emissions contribute less than 10% to the annual mean BC burden and deposition within the Arctic, the per‐emission efficiency is much higher than for non‐Arctic sources. The interannual variability (1996–2005) due to meteorology is small inmore » annual mean BC burden and radiative forcing but is significant in yearly seasonal means over the Arctic. When a slow aging treatment of BC is introduced, the increase of BC lifetime and burden is source dependent. Global BC forcing‐per‐burden efficiency also increases primarily due to changes in BC vertical distributions.« less

Authors:
 [1];  [1];  [1];  [1];  [2];  [1];  [1];  [1];  [3]
  1. Atmospheric Sciences and Global Change Division, Pacific Northwest National Laboratory (PNNL) Richland WA USA
  2. Atmospheric Sciences and Global Change Division, Pacific Northwest National Laboratory (PNNL) Richland WA USA, Key Laboratory for Semi‐Arid Climate Change of the Ministry of Education, College of Atmospheric Sciences Lanzhou University Lanzhou Gansu China
  3. Applied Physics Laboratory Johns Hopkins University Laurel Maryland USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1402155
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Journal of Geophysical Research: Atmospheres
Additional Journal Information:
Journal Name: Journal of Geophysical Research: Atmospheres Journal Volume: 119 Journal Issue: 22; Journal ID: ISSN 2169-897X
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

Citation Formats

Wang, Hailong, Rasch, Philip J., Easter, Richard C., Singh, Balwinder, Zhang, Rudong, Ma, Po‐Lun, Qian, Yun, Ghan, Steven J., and Beagley, Nathaniel. Using an explicit emission tagging method in global modeling of source‐receptor relationships for black carbon in the Arctic: Variations, sources, and transport pathways. United States: N. p., 2014. Web. doi:10.1002/2014JD022297.
Wang, Hailong, Rasch, Philip J., Easter, Richard C., Singh, Balwinder, Zhang, Rudong, Ma, Po‐Lun, Qian, Yun, Ghan, Steven J., & Beagley, Nathaniel. Using an explicit emission tagging method in global modeling of source‐receptor relationships for black carbon in the Arctic: Variations, sources, and transport pathways. United States. https://doi.org/10.1002/2014JD022297
Wang, Hailong, Rasch, Philip J., Easter, Richard C., Singh, Balwinder, Zhang, Rudong, Ma, Po‐Lun, Qian, Yun, Ghan, Steven J., and Beagley, Nathaniel. Fri . "Using an explicit emission tagging method in global modeling of source‐receptor relationships for black carbon in the Arctic: Variations, sources, and transport pathways". United States. https://doi.org/10.1002/2014JD022297.
@article{osti_1402155,
title = {Using an explicit emission tagging method in global modeling of source‐receptor relationships for black carbon in the Arctic: Variations, sources, and transport pathways},
author = {Wang, Hailong and Rasch, Philip J. and Easter, Richard C. and Singh, Balwinder and Zhang, Rudong and Ma, Po‐Lun and Qian, Yun and Ghan, Steven J. and Beagley, Nathaniel},
abstractNote = {Abstract We introduce an explicit emission tagging technique in the Community Atmosphere Model to quantify source‐region‐resolved characteristics of black carbon (BC), focusing on the Arctic. Explicit tagging of BC source regions without perturbing the emissions provides a physically consistent and computationally efficient approach to establish source‐receptor relationships and transport pathways. Our analysis shows that the contributions of major source regions to the global BC burden are not proportional to the respective emissions due to strong region‐dependent removal rates and lifetimes, while the contributions to BC direct radiative forcing show a near‐linear dependence on their respective contributions to the burden. Arctic BC concentrations, deposition, and source contributions all have strong seasonal variations. Eastern Asia contributes the most to the wintertime Arctic BC burden, but has much less impact on lower‐level concentrations and deposition. Northern Europe emissions are more important to both surface concentration and deposition in winter than in summer. The largest contribution to Arctic BC in the summer is from Northern Asia. Although local emissions contribute less than 10% to the annual mean BC burden and deposition within the Arctic, the per‐emission efficiency is much higher than for non‐Arctic sources. The interannual variability (1996–2005) due to meteorology is small in annual mean BC burden and radiative forcing but is significant in yearly seasonal means over the Arctic. When a slow aging treatment of BC is introduced, the increase of BC lifetime and burden is source dependent. Global BC forcing‐per‐burden efficiency also increases primarily due to changes in BC vertical distributions.},
doi = {10.1002/2014JD022297},
journal = {Journal of Geophysical Research: Atmospheres},
number = 22,
volume = 119,
place = {United States},
year = {Fri Nov 28 00:00:00 EST 2014},
month = {Fri Nov 28 00:00:00 EST 2014}
}

Journal Article:
Free Publicly Available Full Text
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https://doi.org/10.1002/2014JD022297

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Works referenced in this record:

Black carbon in the Arctic: the underestimated role of gas flaring and residential combustion emissions
journal, January 2013

  • Stohl, A.; Klimont, Z.; Eckhardt, S.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 17
  • DOI: 10.5194/acp-13-8833-2013

Radiative forcing and climate response
journal, March 1997

  • Hansen, J.; Sato, M.; Ruedy, R.
  • Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D6
  • DOI: 10.1029/96JD03436

A novel approach for determining source–receptor relationships in model simulations: a case study of black carbon transport in northern hemisphere winter
journal, June 2013


A modeling study on the climate impacts of black carbon aerosols: CLIMATE ASPECTS OF BLACK CARBON
journal, February 2004

  • Wang, Chien
  • Journal of Geophysical Research: Atmospheres, Vol. 109, Issue D3
  • DOI: 10.1029/2003JD004084

Comparison of the radiative properties and direct radiative effect of aerosols from a global aerosol model and remote sensing data over ocean
journal, January 2007


Long-range transport of Asian pollution to the northeast Pacific: Seasonal variations and transport pathways of carbon monoxide: TRANSPORT PATHWAYS TO THE NORTHEAST PACIFIC
journal, July 2004

  • Liang, Qing; Jaeglé, Lyatt; Jaffe, Daniel A.
  • Journal of Geophysical Research: Atmospheres, Vol. 109, Issue D23
  • DOI: 10.1029/2003JD004402

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

Pollution transport efficiency toward the Arctic: Sensitivity to aerosol scavenging and source regions
journal, January 2011

  • Bourgeois, Quentin; Bey, Isabelle
  • Journal of Geophysical Research, Vol. 116, Issue D8
  • DOI: 10.1029/2010JD015096

Climate response of the South Asian monsoon system to anthropogenic aerosols: CLIMATE EFFECTS OF ANTHROPOGENIC AEROSOL
journal, July 2012

  • Ganguly, Dilip; Rasch, Philip J.; Wang, Hailong
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D13
  • DOI: 10.1029/2012JD017508

Multi-decadal aerosol variations from 1980 to 2009: a perspective from observations and a global model
journal, January 2014


Variations and sources of the equivalent black carbon in the high Arctic revealed by long-term observations at Alert and Barrow: 1989–2003
journal, January 2006

  • Sharma, S.; Andrews, E.; Barrie, L. A.
  • Journal of Geophysical Research, Vol. 111, Issue D14
  • DOI: 10.1029/2005JD006581

Estimating global black carbon emissions using a top-down Kalman Filter approach: ESTIMATING GLOBAL BLACK CARBON EMISSIONS
journal, January 2014

  • Cohen, Jason Blake; Wang, Chien
  • Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 1
  • DOI: 10.1002/2013JD019912

Bounding the role of black carbon in the climate system: A scientific assessment: BLACK CARBON IN THE CLIMATE SYSTEM
journal, June 2013

  • Bond, T. C.; Doherty, S. J.; Fahey, D. W.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 11
  • DOI: 10.1002/jgrd.50171

Source Attribution of Black Carbon in Arctic Snow
journal, June 2009

  • Hegg, Dean A.; Warren, Stephen G.; Grenfell, Thomas C.
  • Environmental Science & Technology, Vol. 43, Issue 11
  • DOI: 10.1021/es803623f

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 Model for the Spectral Albedo of Snow. II: Snow Containing Atmospheric Aerosols
journal, December 1980


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


Global simulations of ice nucleation and ice supersaturation with an improved cloud scheme in the Community Atmosphere Model
journal, January 2010

  • Gettelman, A.; Liu, X.; Ghan, S. J.
  • Journal of Geophysical Research, Vol. 115, Issue D18
  • DOI: 10.1029/2009JD013797

A description of the global sulfur cycle and its controlling processes in the National Center for Atmospheric Research Community Climate Model, Version 3
journal, January 2000

  • Rasch, Philip J.; Barth, Mary C.; Kiehl, Jeffrey T.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D1
  • DOI: 10.1029/1999JD900777

Arctic Air Pollution: Origins and Impacts
journal, March 2007


Radiative forcing and albedo feedback from the Northern Hemisphere cryosphere between 1979 and 2008
journal, January 2011

  • Flanner, M. G.; Shell, K. M.; Barlage, M.
  • Nature Geoscience, Vol. 4, Issue 3
  • DOI: 10.1038/ngeo1062

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

A sensitivity study on modeling black carbon in snow and its radiative forcing over the Arctic and Northern China
journal, May 2014


Trace gas composition of midlatitude cyclones over the western North Atlantic Ocean: A conceptual model
journal, January 2002


On smoke suppression of clouds in Amazonia
journal, January 2005


Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application
journal, January 2010

  • Lamarque, J. -F.; Bond, T. C.; Eyring, V.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 15
  • DOI: 10.5194/acp-10-7017-2010

Observationally constrained estimates of carbonaceous aerosol radiative forcing
journal, July 2012

  • Chung, C. E.; Ramanathan, V.; Decremer, D.
  • Proceedings of the National Academy of Sciences, Vol. 109, Issue 29
  • DOI: 10.1073/pnas.1203707109

Quantifying immediate radiative forcing by black carbon and organic matter with the Specific Forcing Pulse
journal, January 2011

  • Bond, T. C.; Zarzycki, C.; Flanner, M. G.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 4
  • DOI: 10.5194/acp-11-1505-2011

Sources of carbonaceous aerosols and deposited black carbon in the Arctic in winter-spring: implications for radiative forcing
journal, January 2011


Relative contributions of anthropogenic emissions to black carbon aerosol in the Arctic
journal, January 2010

  • Huang, L.; Gong, S. L.; Jia, C. Q.
  • Journal of Geophysical Research, Vol. 115, Issue D19
  • DOI: 10.1029/2009JD013592

Two opposing effects of absorbing aerosols on global-mean precipitation: EFFECTS OF ABSORBING AEROSOLS ON PRECIPITATION
journal, July 2010

  • Ming, Yi; Ramaswamy, V.; Persad, Geeta
  • Geophysical Research Letters, Vol. 37, Issue 13
  • DOI: 10.1029/2010GL042895

Climate impact of black carbon emitted from energy consumption in the world's regions
journal, January 2007

  • Reddy, M. Shekar; Boucher, Olivier
  • Geophysical Research Letters, Vol. 34, Issue 11
  • DOI: 10.1029/2006GL028904

Satellite perspective of aerosol intercontinental transport: From qualitative tracking to quantitative characterization
journal, April 2013


Soot climate forcing via snow and ice albedos
journal, December 2003

  • Hansen, J.; Nazarenko, L.
  • Proceedings of the National Academy of Sciences, Vol. 101, Issue 2
  • DOI: 10.1073/pnas.2237157100

Climate response to regional radiative forcing during the twentieth century
journal, March 2009

  • Shindell, Drew; Faluvegi, Greg
  • Nature Geoscience, Vol. 2, Issue 4
  • DOI: 10.1038/ngeo473

Global and regional climate changes due to black carbon
journal, March 2008

  • Ramanathan, V.; Carmichael, G.
  • Nature Geoscience, Vol. 1, Issue 4
  • DOI: 10.1038/ngeo156

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

Climate Effects of Black Carbon Aerosols in China and India
journal, September 2002


Sensitivity studies on the impacts of Tibetan Plateau snowpack pollution on the Asian hydrological cycle and monsoon climate
journal, January 2011

  • Qian, Y.; Flanner, M. G.; Leung, L. R.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 5
  • DOI: 10.5194/acp-11-1929-2011

A glaciation indirect aerosol effect caused by soot aerosols
journal, January 2002


Black carbon semi-direct effects on cloud cover: review and synthesis
journal, January 2010


Effects of aerosols on trade wind cumuli over the Indian Ocean: Model simulations
journal, April 2006

  • McFarquhar, Greg M.; Wang, Hailong
  • Quarterly Journal of the Royal Meteorological Society, Vol. 132, Issue 616
  • DOI: 10.1256/qj.04.179

Distant origins of Arctic black carbon: A Goddard Institute for Space Studies ModelE experiment
journal, January 2005


Present-day climate forcing and response from black carbon in snow
journal, January 2007

  • Flanner, Mark G.; Zender, Charles S.; Randerson, James T.
  • Journal of Geophysical Research, Vol. 112, Issue D11
  • DOI: 10.1029/2006JD008003

Recent Northern Hemisphere tropical expansion primarily driven by black carbon and tropospheric ozone
journal, May 2012

  • Allen, Robert J.; Sherwood, Steven C.; Norris, Joel R.
  • Nature, Vol. 485, Issue 7398
  • DOI: 10.1038/nature11097

Evaluation of black carbon estimations in global aerosol models
journal, January 2009


Assessing the CAM5 physics suite in the WRF-Chem model: implementation, resolution sensitivity, and a first evaluation for a regional case study
journal, January 2014

  • Ma, P. -L.; Rasch, P. J.; Fast, J. D.
  • Geoscientific Model Development, Vol. 7, Issue 3
  • DOI: 10.5194/gmd-7-755-2014

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

Characteristics of atmospheric transport into the Arctic troposphere
journal, January 2006


An examination of summertime cyclone transport processes during Intercontinental Chemical Transport Experiment (INTEX-A)
journal, January 2006

  • Kiley, Christopher M.; Fuelberg, Henry E.
  • Journal of Geophysical Research, Vol. 111, Issue D24
  • DOI: 10.1029/2006JD007115

Global-scale black carbon profiles observed in the remote atmosphere and compared to models: HIPPO1 BLACK CARBON PROFILES
journal, September 2010

  • Schwarz, J. P.; Spackman, J. R.; Gao, R. S.
  • Geophysical Research Letters, Vol. 37, Issue 18
  • DOI: 10.1029/2010GL044372

Asian chemical outflow to the Pacific in spring: Origins, pathways, and budgets
journal, October 2001

  • Bey, Isabelle; Jacob, Daniel J.; Logan, Jennifer. A.
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D19
  • DOI: 10.1029/2001JD000806

A case study of transpacific warm conveyor belt transport: Influence of merging airstreams on trace gas import to North America: PACIFIC WARM CONVEYOR BELT TRANSPORT
journal, July 2004

  • Cooper, O. R.; Forster, C.; Parrish, D.
  • Journal of Geophysical Research: Atmospheres, Vol. 109, Issue D23
  • DOI: 10.1029/2003JD003624

Sources of light-absorbing aerosol in arctic snow and their seasonal variation
journal, January 2010

  • Hegg, Dean A.; Warren, Stephen G.; Grenfell, Thomas C.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 22
  • DOI: 10.5194/acp-10-10923-2010

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


Source identification of short-lived air pollutants in the Arctic using statistical analysis of measurement data and particle dispersion model output
journal, January 2010

  • Hirdman, D.; Sodemann, H.; Eckhardt, S.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 2
  • DOI: 10.5194/acp-10-669-2010

A multi-model assessment of pollution transport to the Arctic
journal, January 2008

  • Shindell, D. T.; Chin, M.; Dentener, F.
  • Atmospheric Chemistry and Physics, Vol. 8, Issue 17
  • DOI: 10.5194/acp-8-5353-2008

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

16-year simulation of Arctic black carbon: Transport, source contribution, and sensitivity analysis on deposition: 16 YR TRANSPORT OF BC TO THE ARCTIC
journal, January 2013

  • Sharma, S.; Ishizawa, M.; Chan, D.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 2
  • DOI: 10.1029/2012JD017774

Control of fossil-fuel particulate black carbon and organic matter, possibly the most effective method of slowing global warming
journal, January 2002