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Title: Implementing marine organic aerosols into the GEOS-Chem model

Abstract

Marine-sourced organic aerosols (MOAs) have been shown to play an important role in tropospheric chemistry by impacting surface mass, cloud condensation nuclei, and ice nuclei concentrations over remote marine and coastal regions. In this work, an online marine primary organic aerosol emission parameterization, designed to be used for both global and regional models, was implemented into the GEOS-Chem (Global Earth Observing System Chemistry) model. The implemented emission scheme improved the large underprediction of organic aerosol concentrations in clean marine regions (normalized mean bias decreases from -79% when using the default settings to -12% when marine organic aerosols are added). Model predictions were also in good agreement (correlation coefficient of 0.62 and normalized mean bias of -36%) with hourly surface concentrations of MOAs observed during the summertime at an inland site near Paris, France. Our study shows that MOAs have weaker coastal-to-inland concentration gradients than sea-salt aerosols, leading to several inland European cities having >10% of their surface submicron organic aerosol mass concentration with a marine source. The addition of MOA tracers to GEOS-Chem enabled us to identify the regions with large contributions of freshly emitted or aged aerosol having distinct physicochemical properties, potentially indicating optimal locations for future field studies.

Authors:
 [1];  [2];  [3];  [3];  [1]
  1. North Carolina State Univ., Raleigh, NC (United States)
  2. NASA Ames Research Center (ARC), Moffett Field, Mountain View, CA (United States)
  3. Paul Scherrer Inst. (PSI), Villigen (Switzerland)
Publication Date:
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF); National Aeronautics and Space Administration (NASA)
OSTI Identifier:
1197795
Grant/Contract Number:  
ATM-0826117
Resource Type:
Published Article
Journal Name:
Geoscientific Model Development (Online)
Additional Journal Information:
Journal Name: Geoscientific Model Development (Online) Journal Volume: 8 Journal Issue: 3; Journal ID: ISSN 1991-9603
Publisher:
Copernicus Publications, EGU
Country of Publication:
Germany
Language:
English

Citation Formats

Gantt, B., Johnson, M. S., Crippa, M., Prévôt, A. S. H., and Meskhidze, N. Implementing marine organic aerosols into the GEOS-Chem model. Germany: N. p., 2015. Web. doi:10.5194/gmd-8-619-2015.
Gantt, B., Johnson, M. S., Crippa, M., Prévôt, A. S. H., & Meskhidze, N. Implementing marine organic aerosols into the GEOS-Chem model. Germany. https://doi.org/10.5194/gmd-8-619-2015
Gantt, B., Johnson, M. S., Crippa, M., Prévôt, A. S. H., and Meskhidze, N. Tue . "Implementing marine organic aerosols into the GEOS-Chem model". Germany. https://doi.org/10.5194/gmd-8-619-2015.
@article{osti_1197795,
title = {Implementing marine organic aerosols into the GEOS-Chem model},
author = {Gantt, B. and Johnson, M. S. and Crippa, M. and Prévôt, A. S. H. and Meskhidze, N.},
abstractNote = {Marine-sourced organic aerosols (MOAs) have been shown to play an important role in tropospheric chemistry by impacting surface mass, cloud condensation nuclei, and ice nuclei concentrations over remote marine and coastal regions. In this work, an online marine primary organic aerosol emission parameterization, designed to be used for both global and regional models, was implemented into the GEOS-Chem (Global Earth Observing System Chemistry) model. The implemented emission scheme improved the large underprediction of organic aerosol concentrations in clean marine regions (normalized mean bias decreases from -79% when using the default settings to -12% when marine organic aerosols are added). Model predictions were also in good agreement (correlation coefficient of 0.62 and normalized mean bias of -36%) with hourly surface concentrations of MOAs observed during the summertime at an inland site near Paris, France. Our study shows that MOAs have weaker coastal-to-inland concentration gradients than sea-salt aerosols, leading to several inland European cities having >10% of their surface submicron organic aerosol mass concentration with a marine source. The addition of MOA tracers to GEOS-Chem enabled us to identify the regions with large contributions of freshly emitted or aged aerosol having distinct physicochemical properties, potentially indicating optimal locations for future field studies.},
doi = {10.5194/gmd-8-619-2015},
journal = {Geoscientific Model Development (Online)},
number = 3,
volume = 8,
place = {Germany},
year = {Tue Mar 17 00:00:00 EDT 2015},
month = {Tue Mar 17 00:00:00 EDT 2015}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.5194/gmd-8-619-2015

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Cited by: 10 works
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Works referenced in this record:

Evaluation of the global oceanic isoprene source and its impacts on marine organic carbon aerosol
journal, January 2009

  • Arnold, S. R.; Spracklen, D. V.; Williams, J.
  • Atmospheric Chemistry and Physics, Vol. 9, Issue 4
  • DOI: 10.5194/acp-9-1253-2009

Primary and secondary organic aerosol origin by combined gas-particle phase source apportionment
journal, January 2013

  • Crippa, M.; Canonaco, F.; Slowik, J. G.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 16
  • DOI: 10.5194/acp-13-8411-2013

Aerosol composition and sources in the central Arctic Ocean during ASCOS
journal, January 2011


Detecting high contributions of primary organic matter to marine aerosol: A case study: PRIMARY ORGANIC MARINE AEROSOL
journal, January 2011

  • Ovadnevaite, Jurgita; O'Dowd, Colin; Dall'Osto, Manuel
  • Geophysical Research Letters, Vol. 38, Issue 2
  • DOI: 10.1029/2010GL046083

Ship-based detection of glyoxal over the remote tropical Pacific Ocean
journal, January 2010


Uncertainties and importance of sea spray composition on aerosol direct and indirect effects: IMPORTANCE OF SEA-SPRAY COMPOSITION
journal, January 2013

  • Tsigaridis, Kostas; Koch, Dorothy; Menon, Surabi
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 1
  • DOI: 10.1029/2012JD018165

Effect of primary organic sea spray emissions on cloud condensation nuclei concentrations
journal, January 2012

  • Westervelt, D. M.; Moore, R. H.; Nenes, A.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 1
  • DOI: 10.5194/acp-12-89-2012

Primary and Secondary Organic Marine Aerosol and Oceanic Biological Activity: Recent Results and New Perspectives for Future Studies
journal, January 2010

  • Rinaldi, Matteo; Decesari, Stefano; Finessi, Emanuela
  • Advances in Meteorology, Vol. 2010
  • DOI: 10.1155/2010/310682

Is chlorophyll- a the best surrogate for organic matter enrichment in submicron primary marine aerosol? : CHLOROPHYLL AND OM IN FINE SEA SPRAY
journal, May 2013

  • Rinaldi, Matteo; Fuzzi, Sandro; Decesari, Stefano
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 10
  • DOI: 10.1002/jgrd.50417

Source apportionment of submicron organic aerosols at an urban site by factor analytical modelling of aerosol mass spectra
journal, January 2007

  • Lanz, V. A.; Alfarra, M. R.; Baltensperger, U.
  • Atmospheric Chemistry and Physics, Vol. 7, Issue 6
  • DOI: 10.5194/acp-7-1503-2007

Biogenically driven organic contribution to marine aerosol
journal, October 2004

  • O'Dowd, Colin D.; Facchini, Maria Cristina; Cavalli, Fabrizia
  • Nature, Vol. 431, Issue 7009
  • DOI: 10.1038/nature02959

Carbohydrate-like composition of submicron atmospheric particles and their production from ocean bubble bursting
journal, December 2009

  • Russell, L. M.; Hawkins, L. N.; Frossard, A. A.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 15
  • DOI: 10.1073/pnas.0908905107

Primary submicron marine aerosol dominated by insoluble organic colloids and aggregates
journal, January 2008

  • Facchini, Maria Cristina; Rinaldi, Matteo; Decesari, Stefano
  • Geophysical Research Letters, Vol. 35, Issue 17
  • DOI: 10.1029/2008GL034210

Construction of a 1° × 1° fossil fuel emission data set for carbonaceous aerosol and implementation and radiative impact in the ECHAM4 model
journal, September 1999

  • Cooke, W. F.; Liousse, C.; Cachier, H.
  • Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D18
  • DOI: 10.1029/1999JD900187

Secondary organic aerosols over oceans via oxidation of isoprene and monoterpenes from Arctic to Antarctic
journal, July 2013

  • Hu, Qi-Hou; Xie, Zhou-Qing; Wang, Xin-Ming
  • Scientific Reports, Vol. 3, Issue 1
  • DOI: 10.1038/srep02280

Production and Emissions of Marine Isoprene and Monoterpenes: A Review
journal, January 2010

  • Shaw, Stephanie L.; Gantt, Brett; Meskhidze, Nicholas
  • Advances in Meteorology, Vol. 2010
  • DOI: 10.1155/2010/408696

Low-molecular-weight hydroxyacids in marine atmospheric aerosol: evidence of a marine microbial origin
journal, January 2014


Sub-Antarctic marine aerosol: dominant contributions from biogenic sources
journal, January 2013

  • Schmale, J.; Schneider, J.; Nemitz, E.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 17
  • DOI: 10.5194/acp-13-8669-2013

Global modeling of organic aerosol: the importance of reactive nitrogen (NO x and NO 3 )
journal, January 2010

  • Pye, H. O. T.; Chan, A. W. H.; Barkley, M. P.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 22
  • DOI: 10.5194/acp-10-11261-2010

On the representativeness of coastal aerosol studies to open ocean studies: Mace Head – a case study
journal, January 2009

  • Rinaldi, M.; Facchini, M. C.; Decesari, S.
  • Atmospheric Chemistry and Physics, Vol. 9, Issue 24
  • DOI: 10.5194/acp-9-9635-2009

A review of natural aerosol interactions and feedbacks within the Earth system
journal, January 2010

  • Carslaw, K. S.; Boucher, O.; Spracklen, D. V.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 4
  • DOI: 10.5194/acp-10-1701-2010

Wind speed dependent size-resolved parameterization for the organic mass fraction of sea spray aerosol
journal, January 2011

  • Gantt, B.; Meskhidze, N.; Facchini, M. C.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 16
  • DOI: 10.5194/acp-11-8777-2011

Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009)
journal, January 2010

  • van der Werf, G. R.; Randerson, J. T.; Giglio, L.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 23
  • DOI: 10.5194/acp-10-11707-2010

Primary and secondary marine organic aerosols over the North Atlantic Ocean during the MAP experiment: ORGANIC AEROSOLS OVER NORTH ATLANTIC
journal, November 2011

  • Decesari, S.; Finessi, E.; Rinaldi, M.
  • Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D22
  • DOI: 10.1029/2011JD016204

A physically based framework for modeling the organic fractionation of sea spray aerosol from bubble film Langmuir equilibria
journal, January 2014

  • Burrows, S. M.; Ogunro, O.; Frossard, A. A.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 24
  • DOI: 10.5194/acp-14-13601-2014

Production mechanisms, number concentration, size distribution, chemical composition, and optical properties of sea spray aerosols: Production and properties of sea spray aerosol
journal, June 2013

  • Meskhidze, Nicholas; Petters, Markus D.; Tsigaridis, Kostas
  • Atmospheric Science Letters, Vol. 14, Issue 4
  • DOI: 10.1002/asl2.441

An Aerosol Chemical Speciation Monitor (ACSM) for Routine Monitoring of the Composition and Mass Concentrations of Ambient Aerosol
journal, July 2011


A numerical evaluation of global oceanic emissions of α-pinene and isoprene
journal, January 2010


Ice nuclei in marine air: biogenic particles or dust?
journal, January 2013

  • Burrows, S. M.; Hoose, C.; Pöschl, U.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 1
  • DOI: 10.5194/acp-13-245-2013

Advances in characterization of size-resolved organic matter in marine aerosol over the North Atlantic
journal, January 2004


Quantifying the contributions of natural emissions to ozone and total fine PM concentrations in the Northern Hemisphere
journal, January 2014

  • Zare, A.; Christensen, J. H.; Gross, A.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 6
  • DOI: 10.5194/acp-14-2735-2014

Historical emissions of black and organic carbon aerosol from energy-related combustion, 1850-2000: HISTORICAL BC/OC EMISSIONS
journal, May 2007

  • Bond, Tami C.; Bhardwaj, Ekta; Dong, Rong
  • Global Biogeochemical Cycles, Vol. 21, Issue 2
  • DOI: 10.1029/2006GB002840

The physical and chemical characteristics of marine primary organic aerosol: a review
journal, January 2013


A combined organic-inorganic sea-spray source function
journal, January 2008

  • O'Dowd, Colin D.; Langmann, Baerbel; Varghese, Saji
  • Geophysical Research Letters, Vol. 35, Issue 1
  • DOI: 10.1029/2007GL030331

Field-Deployable, High-Resolution, Time-of-Flight Aerosol Mass Spectrometer
journal, December 2006

  • DeCarlo, Peter F.; Kimmel, Joel R.; Trimborn, Achim
  • Analytical Chemistry, Vol. 78, Issue 24
  • DOI: 10.1021/ac061249n

Identification of marine and continental aerosol sources in Paris using high resolution aerosol mass spectrometry: AEROSOL SOURCES IN PARIS USING HR-TOF-MS
journal, February 2013

  • Crippa, Monica; El Haddad, Imad; Slowik, Jay G.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 4
  • DOI: 10.1002/jgrd.50151

Global scale emission and distribution of sea-spray aerosol: Sea-salt and organic enrichment
journal, February 2010


Global Modeling of the Oceanic Source of Organic Aerosols
journal, January 2010

  • Myriokefalitakis, Stelios; Vignati, Elisabetta; Tsigaridis, Kostas
  • Advances in Meteorology, Vol. 2010
  • DOI: 10.1155/2010/939171

Investigating organic aerosol loading in the remote marine environment
journal, January 2011

  • Lapina, K.; Heald, C. L.; Spracklen, D. V.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 17
  • DOI: 10.5194/acp-11-8847-2011

Impact of marine biogeochemistry on the chemical mixing state and cloud forming ability of nascent sea spray aerosol: SEA SPRAY MIXING STATE AND CCN ACTIVITY
journal, August 2013

  • Collins, Douglas B.; Ault, Andrew P.; Moffet, Ryan C.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 15
  • DOI: 10.1002/jgrd.50598

Wintertime aerosol chemical composition and source apportionment of the organic fraction in the metropolitan area of Paris
journal, January 2013

  • Crippa, M.; DeCarlo, P. F.; Slowik, J. G.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 2
  • DOI: 10.5194/acp-13-961-2013

Global distribution and climate forcing of marine organic aerosol: 1. Model improvements and evaluation
journal, January 2011


Global distribution of sea salt aerosols: new constraints from in situ and remote sensing observations
journal, January 2011

  • Jaeglé, L.; Quinn, P. K.; Bates, T. S.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 7
  • DOI: 10.5194/acp-11-3137-2011

Light-enhanced primary marine aerosol production from biologically productive seawater: Light-Enhanced Marine Aerosol Production
journal, April 2014

  • Long, M. S.; Keene, W. C.; Kieber, D. J.
  • Geophysical Research Letters, Vol. 41, Issue 7
  • DOI: 10.1002/2014GL059436

The composition of fragments of bubbles bursting at the ocean surface
journal, January 2008

  • Bigg, E. Keith; Leck, Caroline
  • Journal of Geophysical Research, Vol. 113, Issue D11
  • DOI: 10.1029/2007JD009078

Model evaluation of marine primary organic aerosol emission schemes
journal, January 2012

  • Gantt, B.; Johnson, M. S.; Meskhidze, N.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 18
  • DOI: 10.5194/acp-12-8553-2012

Contribution of sea surface carbon pool to organic matter enrichment in sea spray aerosol
journal, February 2014

  • Quinn, Patricia K.; Bates, Timothy S.; Schulz, Kristen S.
  • Nature Geoscience, Vol. 7, Issue 3
  • DOI: 10.1038/ngeo2092

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


Global modeling of tropospheric chemistry with assimilated meteorology: Model description and evaluation
journal, October 2001

  • Bey, Isabelle; Jacob, Daniel J.; Yantosca, Robert M.
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D19
  • DOI: 10.1029/2001JD000807

Parameterization of surface resistances to gaseous dry deposition in regional-scale numerical models
journal, January 1989


Global modelling of direct and indirect effects of sea spray aerosol using a source function encapsulating wave state
journal, January 2014

  • Partanen, A. -I.; Dunne, E. M.; Bergman, T.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 21
  • DOI: 10.5194/acp-14-11731-2014

Globally significant oceanic source of organic carbon aerosol: GLOBAL MARINE OC SOURCE
journal, June 2008

  • Spracklen, Dominick V.; Arnold, Steve R.; Sciare, Jean
  • Geophysical Research Letters, Vol. 35, Issue 12
  • DOI: 10.1029/2008GL033359

Bringing the ocean into the laboratory to probe the chemical complexity of sea spray aerosol
journal, April 2013

  • Prather, K. A.; Bertram, T. H.; Grassian, V. H.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 19
  • DOI: 10.1073/pnas.1300262110

A size-segregated particle dry deposition scheme for an atmospheric aerosol module
journal, January 2001


Understanding atmospheric organic aerosols via factor analysis of aerosol mass spectrometry: a review
journal, October 2011

  • Zhang, Qi; Jimenez, Jose L.; Canagaratna, Manjula R.
  • Analytical and Bioanalytical Chemistry, Vol. 401, Issue 10
  • DOI: 10.1007/s00216-011-5355-y

Long-term observations of carbonaceous aerosols in the Austral Ocean atmosphere: Evidence of a biogenic marine organic source
journal, January 2009

  • Sciare, J.; Favez, O.; Sarda-Estève, R.
  • Journal of Geophysical Research, Vol. 114, Issue D15
  • DOI: 10.1029/2009JD011998

Impact of aging mechanism on model simulated carbonaceous aerosols
journal, January 2013