Effects of marine organic aerosols as sources of immersion-mode ice-nucleating particles on high-latitude mixed-phase clouds
Abstract
Mixed-phase clouds are frequently observed in high-latitude regions and have important impacts on the surface energy budget and regional climate. Marine organic aerosol (MOA), a natural source of aerosol emitted over ~70 % of Earth's surface, may significantly modify the properties and radiative forcing of mixed-phase clouds. However, the relative importance of MOA as a source of ice-nucleating particles (INPs) in comparison to mineral dust, and MOA's effects as cloud condensation nuclei (CCN) and INPs on mixed-phase clouds are still open questions. In this study, we implement MOA as a new aerosol species into the Community Atmosphere Model version 6 (CAM6), the atmosphere component of the Community Earth System Model version 2 (CESM2), and allow the treatment of aerosol–cloud interactions of MOA via droplet activation and ice nucleation. CAM6 reproduces observed seasonal cycles of marine organic matter at Mace Head and Amsterdam Island when the MOA fraction of sea spray aerosol in the model is assumed to depend on sea spray biology but fails when this fraction is assumed to be constant. Model results indicate that marine INPs dominate primary ice nucleation below 400 hPa over the Southern Ocean and Arctic boundary layer, while dust INPs are more abundant elsewhere.more »
- Authors:
-
- Texas A & M Univ., College Station, TX (United States)
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Publication Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Texas A & M Univ., College Station, TX (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER). Earth and Environmental Systems Science Division
- OSTI Identifier:
- 1769367
- Alternate Identifier(s):
- OSTI ID: 1769293; OSTI ID: 1784561; OSTI ID: 1869226
- Report Number(s):
- PNNL-SA-154775
Journal ID: ISSN 1680-7324
- Grant/Contract Number:
- AC05-76RL01830; SC0020510
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Atmospheric Chemistry and Physics (Online)
- Additional Journal Information:
- Journal Name: Atmospheric Chemistry and Physics (Online); Journal Volume: 21; Journal Issue: 4; Journal ID: ISSN 1680-7324
- Publisher:
- Copernicus Publications, EGU
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; 54 ENVIRONMENTAL SCIENCES; Community Earth System Model (CESM); Ice nucleating particles; sea spray aerosol; sea spray organic matter; OCEANFILMS; cloud phase
Citation Formats
Zhao, Xi, Liu, Xiaohong, Burrows, Susannah M., and Shi, Yang. Effects of marine organic aerosols as sources of immersion-mode ice-nucleating particles on high-latitude mixed-phase clouds. United States: N. p., 2021.
Web. doi:10.5194/acp-21-2305-2021.
Zhao, Xi, Liu, Xiaohong, Burrows, Susannah M., & Shi, Yang. Effects of marine organic aerosols as sources of immersion-mode ice-nucleating particles on high-latitude mixed-phase clouds. United States. https://doi.org/10.5194/acp-21-2305-2021
Zhao, Xi, Liu, Xiaohong, Burrows, Susannah M., and Shi, Yang. Wed .
"Effects of marine organic aerosols as sources of immersion-mode ice-nucleating particles on high-latitude mixed-phase clouds". United States. https://doi.org/10.5194/acp-21-2305-2021. https://www.osti.gov/servlets/purl/1769367.
@article{osti_1769367,
title = {Effects of marine organic aerosols as sources of immersion-mode ice-nucleating particles on high-latitude mixed-phase clouds},
author = {Zhao, Xi and Liu, Xiaohong and Burrows, Susannah M. and Shi, Yang},
abstractNote = {Mixed-phase clouds are frequently observed in high-latitude regions and have important impacts on the surface energy budget and regional climate. Marine organic aerosol (MOA), a natural source of aerosol emitted over ~70 % of Earth's surface, may significantly modify the properties and radiative forcing of mixed-phase clouds. However, the relative importance of MOA as a source of ice-nucleating particles (INPs) in comparison to mineral dust, and MOA's effects as cloud condensation nuclei (CCN) and INPs on mixed-phase clouds are still open questions. In this study, we implement MOA as a new aerosol species into the Community Atmosphere Model version 6 (CAM6), the atmosphere component of the Community Earth System Model version 2 (CESM2), and allow the treatment of aerosol–cloud interactions of MOA via droplet activation and ice nucleation. CAM6 reproduces observed seasonal cycles of marine organic matter at Mace Head and Amsterdam Island when the MOA fraction of sea spray aerosol in the model is assumed to depend on sea spray biology but fails when this fraction is assumed to be constant. Model results indicate that marine INPs dominate primary ice nucleation below 400 hPa over the Southern Ocean and Arctic boundary layer, while dust INPs are more abundant elsewhere. By acting as CCN, MOA exerts a shortwave cloud forcing change of –2.78 W m–2 over the Southern Ocean in the austral summer. By acting as INPs, MOA enhances the longwave cloud forcing by 0.35 W m–2 over the Southern Ocean in the austral winter. The annual global mean net cloud forcing changes due to CCN and INPs of MOA are –0.35 and 0.016 W m–2, respectively. Here, these findings highlight the vital importance for Earth system models to consider MOA as an important aerosol species for the interactions of biogeochemistry, hydrological cycle, and climate change.},
doi = {10.5194/acp-21-2305-2021},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 4,
volume = 21,
place = {United States},
year = {Wed Feb 17 00:00:00 EST 2021},
month = {Wed Feb 17 00:00:00 EST 2021}
}
Works referenced in this record:
Marine and Terrestrial Organic Ice-Nucleating Particles in Pristine Marine to Continentally Influenced Northeast Atlantic Air Masses
journal, June 2018
- McCluskey, Christina S.; Ovadnevaite, Jurgita; Rinaldi, Matteo
- Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 11
OCEANFILMS sea-spray organic aerosol emissions – Part 1: implementation and impacts on clouds
journal, May 2018
- Burrows, Susannah M.; Easter, Richard; Liu, Xiaohong
- Atmospheric Chemistry and Physics Discussions
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
Biogenically driven organic contribution to marine aerosol
journal, October 2004
- O'Dowd, Colin D.; Facchini, Maria Cristina; Cavalli, Fabrizia
- Nature, Vol. 431, Issue 7009
An evaluation of the potential radiative forcing and climatic impact of marine organic aerosols as heterogeneous ice nuclei: MARINE ORGANIC AEROSOLS AS ICE NUCLEI
journal, August 2013
- Yun, Yuxing; Penner, Joyce E.
- Geophysical Research Letters, Vol. 40, Issue 15
Biomass combustion produces ice-active minerals in biomass-burning aerosol and bottom ash
journal, August 2020
- Jahn, Leif G.; Polen, Michael J.; Jahl, Lydia G.
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 36
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
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
Marine and terrestrial influences on ice nucleating particles during continuous springtime measurements in an Arctic oilfield location
journal, January 2018
- Creamean, Jessie M.; Kirpes, Rachel M.; Pratt, Kerri A.
- Atmospheric Chemistry and Physics, Vol. 18, Issue 24
Glacially sourced dust as a potentially significant source of ice nucleating particles
journal, March 2019
- Tobo, Yutaka; Adachi, Kouji; DeMott, Paul J.
- Nature Geoscience, Vol. 12, Issue 4
Technical Note: A proposal for ice nucleation terminology
journal, January 2015
- Vali, G.; DeMott, P. J.; Möhler, O.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 18
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model
journal, September 1995
- Zhang, G. J.; McFarlane, Norman A.
- Atmosphere-Ocean, Vol. 33, Issue 3
The influence of marine microbial activities on aerosol production: A laboratory mesocosm study
journal, September 2015
- Alpert, Peter A.; Kilthau, Wendy P.; Bothe, Dylan W.
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 17
Ice nucleation by particles immersed in supercooled cloud droplets
journal, January 2012
- Murray, B. J.; O'Sullivan, D.; Atkinson, J. D.
- Chemical Society Reviews, Vol. 41, Issue 19
Freezing nuclei in marine waters
journal, January 1975
- Schnell, R. C.; Vali, G.
- Tellus, Vol. 27, Issue 3
Modeling sea-salt aerosols in the atmosphere: 1. Model development
journal, February 1997
- Gong, S. L.; Barrie, L. A.; Blanchet, J. -P.
- Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D3
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave
journal, July 1997
- Mlawer, Eli J.; Taubman, Steven J.; Brown, Patrick D.
- Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D14
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
An explicit flux-form semi-lagrangian shallow-water model on the sphere
journal, October 1997
- Lin, Shian-Jiann; Rood, Richard B.
- Quarterly Journal of the Royal Meteorological Society, Vol. 123, Issue 544
Integrating laboratory and field data to quantify the immersion freezing ice nucleation activity of mineral dust particles
journal, January 2015
- DeMott, P. J.; Prenni, A. J.; McMeeking, G. R.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 1
Observational constraints on mixed-phase clouds imply higher climate sensitivity
journal, April 2016
- Tan, I.; Storelvmo, T.; Zelinka, M. D.
- Science, Vol. 352, Issue 6282
A marine biogenic source of atmospheric ice-nucleating particles
journal, September 2015
- Wilson, Theodore W.; Ladino, Luis A.; Alpert, Peter A.
- Nature, Vol. 525, Issue 7568
Observations of Ice Nucleating Particles Over Southern Ocean Waters
journal, November 2018
- McCluskey, C. S.; Hill, T. C. J.; Humphries, R. S.
- Geophysical Research Letters, Vol. 45, Issue 21
Seasonal characteristics of the physicochemical properties of North Atlantic marine atmospheric aerosols
journal, January 2007
- Yoon, Y. J.; Ceburnis, D.; Cavalli, F.
- Journal of Geophysical Research, Vol. 112, Issue D4
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
Toward Understanding the Simulated Phase Partitioning of Arctic Single‐Layer Mixed‐Phase Clouds in E3SM
journal, July 2020
- Zhang, Meng; Xie, Shaocheng; Liu, Xiaohong
- Earth and Space Science, Vol. 7, Issue 7
A Particle-Surface-Area-Based Parameterization of Immersion Freezing on Desert Dust Particles
journal, October 2012
- Niemand, Monika; Möhler, Ottmar; Vogel, Bernhard
- Journal of the Atmospheric Sciences, Vol. 69, Issue 10
Variability in Marine Plankton Ecosystems Are Not Observed in Freshly Emitted Sea Spray Aerosol Over the North Atlantic Ocean
journal, January 2020
- Bates, T. S.; Quinn, P. K.; Coffman, D. J.
- Geophysical Research Letters, Vol. 47, Issue 1
Laboratory simulations and parameterization of the primary marine aerosol production: THE PRIMARY MARINE AEROSOL SOURCE
journal, May 2003
- Mårtensson, E. M.; Nilsson, E. D.; de Leeuw, G.
- Journal of Geophysical Research: Atmospheres, Vol. 108, Issue D9
The DOE E3SM Coupled Model Version 1: Overview and Evaluation at Standard Resolution
journal, July 2019
- Golaz, Jean‐Christophe; Caldwell, Peter M.; Van Roekel, Luke P.
- Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 7
Description and evaluation of a new four-mode version of the Modal Aerosol Module (MAM4) within version 5.3 of the Community Atmosphere Model
journal, January 2016
- Liu, X.; Ma, P. -L.; Wang, H.
- Geoscientific Model Development, Vol. 9, Issue 2
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
Transfer of labile organic matter and microbes from the ocean surface to the marine aerosol: an experimental approach
journal, September 2017
- Rastelli, Eugenio; Corinaldesi, Cinzia; Dell’Anno, Antonio
- Scientific Reports, Vol. 7, Issue 1
Sea Spray Aerosol Formation: Laboratory Results on the Role of Air Entrainment, Water Temperature, and Phytoplankton Biomass
journal, October 2019
- Christiansen, Sigurd; Salter, Matthew E.; Gorokhova, Elena
- Environmental Science & Technology, Vol. 53, Issue 22
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models
journal, January 2008
- Iacono, Michael J.; Delamere, Jennifer S.; Mlawer, Eli J.
- Journal of Geophysical Research, Vol. 113, Issue D13
Dust Radiative Effects on Climate by Glaciating Mixed‐Phase Clouds
journal, June 2019
- Shi, Yang; Liu, Xiaohong
- Geophysical Research Letters, Vol. 46, Issue 11
Marine aerosol chemistry gradients: Elucidating primary and secondary processes and fluxes: MARINE AEROSOL CHEMISTRY GRADIENTS
journal, April 2008
- Ceburnis, Darius; O'Dowd, Colin D.; Jennings, Gerard S.
- Geophysical Research Letters, Vol. 35, Issue 7
An Overview of the Atmospheric Component of the Energy Exascale Earth System Model
journal, August 2019
- Rasch, P. J.; Xie, S.; Ma, P. ‐L.
- Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 8
A Model of Marine Aerosol Generation Via Whitecaps and Wave Disruption
book, January 1986
- Monahan, E. C.; Spiel, D. E.; Davidson, K. L.
- Oceanographic Sciences Library
The contribution of black carbon to global ice nucleating particle concentrations relevant to mixed-phase clouds
journal, August 2020
- Schill, Gregory P.; DeMott, Paul J.; Emerson, Ethan W.
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 37
Global scale emission and distribution of sea-spray aerosol: Sea-salt and organic enrichment
journal, February 2010
- Vignati, E.; Facchini, M. C.; Rinaldi, M.
- Atmospheric Environment, Vol. 44, Issue 5
Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments
journal, January 2012
- Hoose, C.; Möhler, O.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 20
Environmental Control of Photosynthesis in the sea
journal, April 1962
- Steele, J. H.
- Limnology and Oceanography, Vol. 7, Issue 2
Global distribution and climate forcing of marine organic aerosol: 1. Model improvements and evaluation
journal, January 2011
- Meskhidze, N.; Xu, J.; Gantt, B.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 22
Chapter 7. Secondary Ice Production - current state of the science and recommendations for the future
journal, November 2016
- Field, P. R.; Lawson, R. P.; Brown, P. R. A.
- Meteorological Monographs
Different contact angle distributions for heterogeneous ice nucleation in the Community Atmospheric Model version 5
journal, January 2014
- Wang, Y.; Liu, X.; Hoose, C.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 19
The Deep Chlorophyll Maximum: Comparing Vertical Profiles of Chlorophyll a
journal, May 1982
- Cullen, John J.
- Canadian Journal of Fisheries and Aquatic Sciences, Vol. 39, Issue 5
Sea spray aerosol as a unique source of ice nucleating particles
journal, December 2015
- DeMott, Paul J.; Hill, Thomas C. J.; McCluskey, Christina S.
- Proceedings of the National Academy of Sciences, Vol. 113, Issue 21
Cloud Phase and Relative Humidity Distributions over the Southern Ocean in Austral Summer Based on In Situ Observations and CAM5 Simulations
journal, May 2019
- D’Alessandro, John J.; Diao, Minghui; Wu, Chenglai
- Journal of Climate, Vol. 32, Issue 10
The role of jet and film drops in controlling the mixing state of submicron sea spray aerosol particles
journal, June 2017
- Wang, Xiaofei; Deane, Grant B.; Moore, Kathryn A.
- Proceedings of the National Academy of Sciences, Vol. 114, Issue 27
Investigating the Heterogeneous Ice Nucleation of Sea Spray Aerosols Using Prochlorococcus as a Model Source of Marine Organic Matter
journal, December 2018
- Wolf, Martin J.; Coe, Allison; Dove, Lilian A.
- Environmental Science & Technology, Vol. 53, Issue 3
Global relevance of marine organic aerosol as ice nucleating particles
journal, January 2018
- Huang, Wan Ting Katty; Ickes, Luisa; Tegen, Ina
- Atmospheric Chemistry and Physics, Vol. 18, Issue 15
New Directions: Organic matter contribution to marine aerosols and cloud condensation nuclei
journal, October 2008
- Langmann, Baerbel; Scannell, Claire; O'Dowd, Colin
- Atmospheric Environment, Vol. 42, Issue 33
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
Impacts of Representing Heterogeneous Distribution of Cloud Liquid and Ice on Phase Partitioning of Arctic Mixed‐Phase Clouds with NCAR CAM5
journal, December 2019
- Zhang, Meng; Liu, Xiaohong; Diao, Minghui
- Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 23
Is Black Carbon an Unimportant Ice-Nucleating Particle in Mixed-Phase Clouds?
journal, April 2018
- Vergara-Temprado, Jesús; Holden, Mark A.; Orton, Thomas R.
- Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 8
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
Temperature and Composition Dependence of Sea Spray Aerosol Production
journal, July 2018
- Forestieri, S. D.; Moore, K. A.; Martinez Borrero, R.
- Geophysical Research Letters, Vol. 45, Issue 14
Global POC concentrations from in-situ and satellite data
journal, March 2006
- Gardner, W. D.; Mishonov, A. V.; Richardson, M. J.
- Deep Sea Research Part II: Topical Studies in Oceanography, Vol. 53, Issue 5-7
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
The Community Earth System Model Version 2 (CESM2)
journal, February 2020
- Danabasoglu, G.; Lamarque, J. ‐F.; Bacmeister, J.
- Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 2
Factors driving the seasonal and hourly variability of sea-spray aerosol number in the North Atlantic
journal, September 2019
- Saliba, Georges; Chen, Chia-Li; Lewis, Savannah
- Proceedings of the National Academy of Sciences, Vol. 116, Issue 41
Size-Dependent Changes in Sea Spray Aerosol Composition and Properties with Different Seawater Conditions
journal, May 2013
- Ault, Andrew P.; Moffet, Ryan C.; Baltrusaitis, Jonas
- Environmental Science & Technology, Vol. 47, Issue 11
Contribution of feldspar and marine organic aerosols to global ice nucleating particle concentrations
journal, January 2017
- Vergara-Temprado, Jesús; Murray, Benjamin J.; Wilson, Theodore W.
- Atmospheric Chemistry and Physics, Vol. 17, Issue 5
How important is biological ice nucleation in clouds on a global scale?
journal, April 2010
- Hoose, C.; Kristjánsson, J. E.; Burrows, S. M.
- Environmental Research Letters, Vol. 5, Issue 2
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
Overview of Ice Nucleating Particles
journal, January 2017
- Kanji, Zamin A.; Ladino, Luis A.; Wex, Heike
- Meteorological Monographs, Vol. 58