Chemical Imaging of Atmospheric Particles
Abstract
Airborne particles are very dynamic and highly reactive components of the Earth’s atmosphere. Their high surface area and water content provide a unique reaction environment for multiphase chemistry that continually modifies particle composition and properties that consequently impact air quality as well as concentrations of gas-phase species. By absorbing and scattering solar and terrestrial radiation, particles directly influence the planet’s radiative balance. Their indirect effects include modifying the nucleation, lifetime, and physical properties of clouds. Due to the sensitivity of the atmospheric environment to all these variables, fundamental studies of chemical transformations of atmospheric particles, their sources, continuously evolving composition, and physical properties are of highest research priority. Accurate descriptions of particles and their effects in the atmosphere require comprehensive information not only on the particle-type populations and their size distributions and concentrations, but also on the diversity and the spatial heterogeneity of chemical components within individual particles. Developments and applications of modern chemical imaging approaches for off-line characterization of atmospheric particles have been at the forefront of modern experimental studies and have resulted in a transformative impact in atmospheric chemistry and physics. This Account presents a synopsis of recent advances in chemical imaging of atmospheric particles collected on substratesmore »
- Authors:
-
- Purdue Univ., West Lafayette, IN (United States)
- Sonoma Technology, Inc., Petaluma, CA (United States)
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- Publication Date:
- Research Org.:
- Purdue Univ., West Lafayette, IN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1912593
- Grant/Contract Number:
- SC0018948
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Accounts of Chemical Research
- Additional Journal Information:
- Journal Volume: 52; Journal Issue: 12; Journal ID: ISSN 0001-4842
- Publisher:
- American Chemical Society (ACS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; atmospheric particles; chemical imaging; spectro-microscopy
Citation Formats
Laskin, Alexander, Moffet, Ryan C., and Gilles, Mary K. Chemical Imaging of Atmospheric Particles. United States: N. p., 2019.
Web. doi:10.1021/acs.accounts.9b00396.
Laskin, Alexander, Moffet, Ryan C., & Gilles, Mary K. Chemical Imaging of Atmospheric Particles. United States. https://doi.org/10.1021/acs.accounts.9b00396
Laskin, Alexander, Moffet, Ryan C., and Gilles, Mary K. Tue .
"Chemical Imaging of Atmospheric Particles". United States. https://doi.org/10.1021/acs.accounts.9b00396. https://www.osti.gov/servlets/purl/1912593.
@article{osti_1912593,
title = {Chemical Imaging of Atmospheric Particles},
author = {Laskin, Alexander and Moffet, Ryan C. and Gilles, Mary K.},
abstractNote = {Airborne particles are very dynamic and highly reactive components of the Earth’s atmosphere. Their high surface area and water content provide a unique reaction environment for multiphase chemistry that continually modifies particle composition and properties that consequently impact air quality as well as concentrations of gas-phase species. By absorbing and scattering solar and terrestrial radiation, particles directly influence the planet’s radiative balance. Their indirect effects include modifying the nucleation, lifetime, and physical properties of clouds. Due to the sensitivity of the atmospheric environment to all these variables, fundamental studies of chemical transformations of atmospheric particles, their sources, continuously evolving composition, and physical properties are of highest research priority. Accurate descriptions of particles and their effects in the atmosphere require comprehensive information not only on the particle-type populations and their size distributions and concentrations, but also on the diversity and the spatial heterogeneity of chemical components within individual particles. Developments and applications of modern chemical imaging approaches for off-line characterization of atmospheric particles have been at the forefront of modern experimental studies and have resulted in a transformative impact in atmospheric chemistry and physics. This Account presents a synopsis of recent advances in chemical imaging of atmospheric particles collected on substrates during field and laboratory experiments. The unique advantage of chemical imaging methods is that they simultaneously provide two analytical measurements: imaging of particles to assess variability in their individual sizes and morphology, as well as particle specific speciation of their composition and spatial heterogeneity of different chemical components within individual particles. We also highlight analytical chemistry approaches that enable chemical imaging of particles with different levels of elemental and molecular specificity, including applications of multimodal methodologies where the same or similar groups of particles are probed by two or more complementary techniques. These approaches provide unique experimental insights on the nature and sources of particles, understanding their physical properties, atmospheric reactivity, and transformations. Chemical imaging data provide unique experimental input for atmospheric models that simulate aging and changes in particle-type populations, internal composition, and their associated optical and cloud forming properties. Here, we highlight applications of chemical imaging in selected recent studies, discuss their existing limitations, and forecast future research directions for this area.},
doi = {10.1021/acs.accounts.9b00396},
journal = {Accounts of Chemical Research},
number = 12,
volume = 52,
place = {United States},
year = {Tue Nov 12 00:00:00 EST 2019},
month = {Tue Nov 12 00:00:00 EST 2019}
}
Works referenced in this record:
Research on aerosol sources and chemical composition: Past, current and emerging issues
journal, February 2013
- Calvo, A. I.; Alves, C.; Castro, A.
- Atmospheric Research, Vol. 120-121
Recent advances in understanding secondary organic aerosol: Implications for global climate forcing: Advances in Secondary Organic Aerosol
journal, June 2017
- Shrivastava, Manish; Cappa, Christopher D.; Fan, Jiwen
- Reviews of Geophysics, Vol. 55, Issue 2
A conceptual framework for mixing structures in individual aerosol particles: Individual Aerosol Mixing Structure
journal, November 2016
- Li, Weijun; Sun, Jiaxing; Xu, Liang
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 22
Microscopic characterization of carbonaceous aerosol particle aging in the outflow from Mexico City
journal, January 2010
- Moffet, R. C.; Henn, T. R.; Tivanski, A. V.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 3
Atmospheric Aerosol Chemistry: Spectroscopic and Microscopic Advances
journal, November 2016
- Ault, Andrew P.; Axson, Jessica L.
- Analytical Chemistry, Vol. 89, Issue 1
Progress in the Analysis of Complex Atmospheric Particles
journal, June 2016
- Laskin, Alexander; Gilles, Mary K.; Knopf, Daniel A.
- Annual Review of Analytical Chemistry, Vol. 9, Issue 1
Elemental Mixing State of Aerosol Particles Collected in Central Amazonia during GoAmazon2014/15
journal, September 2017
- Fraund, Matthew; Pham, Don; Bonanno, Daniel
- Atmosphere, Vol. 8, Issue 12
Chemical imaging of ambient aerosol particles: Observational constraints on mixing state parameterization
journal, September 2015
- O'Brien, Rachel E.; Wang, Bingbing; Laskin, Alexander
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 18
Quantifying aerosol mixing state with entropy and diversity measures
journal, January 2013
- Riemer, N.; West, M.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 22
Aerosol Mixing State: Measurements, Modeling, and Impacts
journal, May 2019
- Riemer, N.; Ault, A. P.; West, M.
- Reviews of Geophysics, Vol. 57, Issue 2
Radiative Absorption Enhancements Due to the Mixing State of Atmospheric Black Carbon
journal, August 2012
- Cappa, C. D.; Onasch, T. B.; Massoli, P.
- Science, Vol. 337, Issue 6098
Impact of brown and clear carbon on light absorption enhancement, single scatter albedo and absorption wavelength dependence of black carbon
journal, January 2010
- Lack, D. A.; Cappa, C. D.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 9
Shapes of soot aerosol particles and implications for their effects on climate
journal, January 2010
- Adachi, Kouji; Chung, Serena H.; Buseck, Peter R.
- Journal of Geophysical Research, Vol. 115, Issue D15
Reduction in biomass burning aerosol light absorption upon humidification: roles of inorganically-induced hygroscopicity, particle collapse, and photoacoustic heat and mass transfer
journal, January 2009
- Lewis, K. A.; Arnott, W. P.; Moosmüller, H.
- Atmospheric Chemistry and Physics, Vol. 9, Issue 22
CCN predictions using simplified assumptions of organic aerosol composition and mixing state: a synthesis from six different locations
journal, January 2010
- Ervens, B.; Cubison, M. J.; Andrews, E.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 10
The Role of Organic Aerosol in Atmospheric Ice Nucleation: A Review
journal, January 2018
- Knopf, Daniel A.; Alpert, Peter A.; Wang, Bingbing
- ACS Earth and Space Chemistry, Vol. 2, Issue 3
Morphology of diesel soot residuals from supercooled water droplets and ice crystals: implications for optical properties
journal, November 2015
- China, Swarup; Kulkarni, Gourihar; Scarnato, Barbara V.
- Environmental Research Letters, Vol. 10, Issue 11
Measured and modeled humidification factors of fresh smoke particles from biomass burning: role of inorganic constituents
journal, January 2010
- Hand, J. L.; Day, D. E.; McMeeking, G. M.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 13
Nature and Climate Effects of Individual Tropospheric Aerosol Particles
journal, April 2010
- Pósfai, Mihály; Buseck, Peter R.
- Annual Review of Earth and Planetary Sciences, Vol. 38, Issue 1
Analysis of individual environmental particles using modern methods of electron microscopy and X-ray microanalysis
journal, February 2006
- Laskin, A.; Cowin, J. P.; Iedema, M. J.
- Journal of Electron Spectroscopy and Related Phenomena, Vol. 150, Issue 2-3
Processing of aerosol particles within the Habshan pollution plume: Aerosols in the Habshan pollution plume
journal, March 2015
- Semeniuk, T. A.; Bruintjes, R.; Salazar, V.
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 5
Brown Carbon Spheres in East Asian Outflow and Their Optical Properties
journal, August 2008
- Alexander, D. T. L.; Crozier, P. A.; Anderson, J. R.
- Science, Vol. 321, Issue 5890
Optical Properties of Airborne Soil Organic Particles
journal, September 2017
- Veghte, Daniel P.; China, Swarup; Weis, Johannes
- ACS Earth and Space Chemistry, Vol. 1, Issue 8
Liquid–Liquid Phase Separation in Aerosol Particles: Imaging at the Nanometer Scale
journal, April 2015
- O’Brien, Rachel E.; Wang, Bingbing; Kelly, Stephen T.
- Environmental Science & Technology, Vol. 49, Issue 8
Measuring Mass-Based Hygroscopicity of Atmospheric Particles through in Situ Imaging
journal, April 2016
- Piens, Dominique S.; Kelly, Stephen T.; Harder, Tristan H.
- Environmental Science & Technology, Vol. 50, Issue 10
Comparison of multiple X-ray fluorescence techniques for elemental analysis of particulate matter collected on air filters
journal, August 2018
- Bilo, Fabjola; Borgese, Laura; Wambui, Anne
- Journal of Aerosol Science, Vol. 122
Chemical speciation of sulfur in marine cloud droplets and particles: Analysis of individual particles from the marine boundary layer over the California current
journal, January 2008
- Hopkins, Rebecca J.; Desyaterik, Yury; Tivanski, Alexei V.
- Journal of Geophysical Research, Vol. 113, Issue D4
Hygroscopic Behavior of Substrate-Deposited Particles Studied by micro-FT-IR Spectroscopy and Complementary Methods of Particle Analysis
journal, February 2008
- Liu, Yong; Yang, Zhiwei; Desyaterik, Yury
- Analytical Chemistry, Vol. 80, Issue 3
In-cloud sulfate addition to single particles resolved with sulfur isotope analysis during HCCT-2010
journal, April 2014
- Harris, E.; Sinha, B.; van Pinxteren, D.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 8
Predicting the relative humidities of liquid-liquid phase separation, efflorescence, and deliquescence of mixed particles of ammonium sulfate, organic material, and water using the organic-to-sulfate mass ratio of the particle and the oxygen-to-carbon elemental ratio of the organic component
journal, January 2011
- Bertram, A. K.; Martin, S. T.; Hanna, S. J.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 21
Liquid–liquid phase separation in particles containing secondary organic material free of inorganic salts
journal, January 2017
- Song, Mijung; Liu, Pengfei; Martin, Scot T.
- Atmospheric Chemistry and Physics, Vol. 17, Issue 18
Investigation of aged Asian dust particles by the combined use of quantitative ED-EPMA and ATR-FTIR imaging
journal, March 2013
- Song, Y. -C.; Eom, H. -J.; Jung, H. -J.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 6
Direct Measurement of pH in Individual Particles via Raman Microspectroscopy and Variation in Acidity with Relative Humidity
journal, February 2016
- Rindelaub, Joel D.; Craig, Rebecca L.; Nandy, Lucy
- The Journal of Physical Chemistry A, Vol. 120, Issue 6
Quantifying the Hygroscopic Growth of Individual Submicrometer Particles with Atomic Force Microscopy
journal, March 2016
- Morris, Holly S.; Estillore, Armando D.; Laskina, Olga
- Analytical Chemistry, Vol. 88, Issue 7
Humidity-dependent surface tension measurements of individual inorganic and organic submicrometre liquid particles
journal, January 2015
- Morris, Holly S.; Grassian, Vicki H.; Tivanski, Alexei V.
- Chemical Science, Vol. 6, Issue 5
Atomic Force Microscopy-Infrared Spectroscopy of Individual Atmospheric Aerosol Particles: Subdiffraction Limit Vibrational Spectroscopy and Morphological Analysis
journal, August 2017
- Bondy, Amy L.; Kirpes, Rachel M.; Merzel, Rachel L.
- Analytical Chemistry, Vol. 89, Issue 17
Lab on a tip: atomic force microscopy – photothermal infrared spectroscopy of atmospherically relevant organic/inorganic aerosol particles in the nanometer to micrometer size range
journal, January 2018
- Or, Victor W.; Estillore, Armando D.; Tivanski, Alexei V.
- The Analyst, Vol. 143, Issue 12
Direct observation of completely processed calcium carbonate dust particles
journal, January 2005
- Laskin, Alexander; Iedema, Martin J.; Ichkovich, Aviad
- Faraday Discussions, Vol. 130
Tropospheric chemistry of internally mixed sea salt and organic particles: Surprising reactivity of NaCl with weak organic acids: MIXED SEA SALT/ORGANICS PARTICLES
journal, August 2012
- Laskin, Alexander; Moffet, Ryan C.; Gilles, Mary K.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D15
Morphology and mixing of black carbon particles collected in central California during the CARES field study
journal, January 2016
- Moffet, Ryan C.; O'Brien, Rachel E.; Alpert, Peter A.
- Atmospheric Chemistry and Physics, Vol. 16, Issue 22
Kinetic Study of Heterogeneous Reaction of Deliquesced NaCl Particles with Gaseous HNO 3 Using Particle-on-Substrate Stagnation Flow Reactor Approach
journal, October 2007
- Liu, Y.; Cain, J. P.; Wang, H.
- The Journal of Physical Chemistry A, Vol. 111, Issue 40
Internal structure, hygroscopic and reactive properties of mixed sodium methanesulfonate-sodium chloride particles
journal, January 2011
- Liu, Y.; Minofar, B.; Desyaterik, Y.
- Physical Chemistry Chemical Physics, Vol. 13, Issue 25
Reactions between water-soluble organic acids and nitrates in atmospheric aerosols: Recycling of nitric acid and formation of organic salts: Organics and Nitrates in Aerosols
journal, March 2014
- Wang, Bingbing; Laskin, Alexander
- Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 6
Reactivity of Liquid and Semisolid Secondary Organic Carbon with Chloride and Nitrate in Atmospheric Aerosols
journal, November 2014
- Wang, Bingbing; O’Brien, Rachel E.; Kelly, Stephen T.
- The Journal of Physical Chemistry A, Vol. 119, Issue 19
Optical, physical, and chemical properties of tar balls observed during the Yosemite Aerosol Characterization Study
journal, January 2005
- Hand, J. L.; Malm, W. C.; Laskin, A.
- Journal of Geophysical Research, Vol. 110, Issue D21
Deliquescence and Efflorescence of Potassium Salts Relevant to Biomass-Burning Aerosol Particles
journal, July 2009
- Freney, Evelyn J.; Martin, Scot T.; Buseck, Peter R.
- Aerosol Science and Technology, Vol. 43, Issue 8
Hygroscopic behavior and liquid-layer composition of aerosol particles generated from natural and artificial seawater
journal, January 2009
- Wise, Matthew E.; Freney, Evelyn J.; Tyree, Corey A.
- Journal of Geophysical Research, Vol. 114, Issue D3
Internal Composition of Atmospheric Dust Particles from Focused Ion-Beam Scanning Electron Microscopy
journal, July 2013
- Conny, Joseph M.
- Environmental Science & Technology
Iron speciation and mixing in single aerosol particles from the Asian continental outflow: AEROSOL IRON SPECIATION IN ASIAN OUTFLOW
journal, April 2012
- Moffet, Ryan C.; Furutani, Hiroshi; Rödel, Tobias C.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D7
Automated Chemical Analysis of Internally Mixed Aerosol Particles Using X-ray Spectromicroscopy at the Carbon K-Edge †
journal, October 2010
- Moffet, Ryan C.; Henn, Tobias; Laskin, Alexander
- Analytical Chemistry, Vol. 82, Issue 19
Composition and oxidation state of sulfur in atmospheric particulate matter
journal, October 2016
- Longo, Amelia F.; Vine, David J.; King, Laura E.
- Atmospheric Chemistry and Physics, Vol. 16, Issue 21
High-Precision Measurements of 33S and 34S Fractionation during SO2 Oxidation Reveal Causes of Seasonality in SO2 and Sulfate Isotopic Composition
journal, October 2013
- Harris, Eliza; Sinha, Bärbel; Hoppe, Peter
- Environmental Science & Technology, Vol. 47, Issue 21
Enhanced Role of Transition Metal Ion Catalysis During In-Cloud Oxidation of SO2
journal, May 2013
- Harris, E.; Sinha, B.; van Pinxteren, D.
- Science, Vol. 340, Issue 6133
Liquid–liquid phase separation in atmospherically relevant particles consisting of organic species and inorganic salts
journal, January 2014
- You, Yuan; Smith, Mackenzie L.; Song, Mijung
- International Reviews in Physical Chemistry, Vol. 33, Issue 1
The viscosity of atmospherically relevant organic particles
journal, March 2018
- Reid, Jonathan P.; Bertram, Allan K.; Topping, David O.
- Nature Communications, Vol. 9, Issue 1
Heterogeneous Ice Nucleation on Simulated Sea-Spray Aerosol Using Raman Microscopy
journal, August 2014
- Schill, Gregory P.; Tolbert, Margaret A.
- The Journal of Physical Chemistry C, Vol. 118, Issue 50
Hygroscopic Properties of CH 3 SO 3 Na, CH 3 SO 3 NH 4 , (CH 3 SO 3 ) 2 Mg, and (CH 3 SO 3 ) 2 Ca Particles Studied by micro-FTIR Spectroscopy
journal, January 2009
- Liu, Yong; Laskin, Alexander
- The Journal of Physical Chemistry A, Vol. 113, Issue 8
Resolving the internal structure of individual atmospheric aerosol particle by the combination of Atomic Force Microscopy, ESEM–EDX, Raman and ToF–SIMS imaging
journal, May 2014
- Sobanska, S.; Falgayrac, G.; Rimetz-Planchon, J.
- Microchemical Journal, Vol. 114
Influence of stearic acid coating of the NaCl surface on the reactivity with NO 2 under humidity
journal, January 2015
- Sobanska, S.; Barbillat, J.; Moreau, M.
- Physical Chemistry Chemical Physics, Vol. 17, Issue 16
Characterizing the Morphology of Organic Aerosols at Ambient Temperature and Pressure †
journal, October 2010
- Freedman, Miriam A.; Baustian, Kelly J.; Wise, Matthew E.
- Analytical Chemistry, Vol. 82, Issue 19
Spectro-microscopic measurements of carbonaceous aerosol aging in Central California
journal, January 2013
- Moffet, R. C.; Rödel, T. C.; Kelly, S. T.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 20
Hygroscopic Properties of Internally Mixed Particles Composed of NaCl and Water-Soluble Organic Acids
journal, February 2014
- Ghorai, Suman; Wang, Bingbing; Tivanski, Alexei
- Environmental Science & Technology, Vol. 48, Issue 4
Fungal spores as a source of sodium salt particles in the Amazon basin
journal, November 2018
- China, Swarup; Burrows, Susannah M.; Wang, Bingbing
- Nature Communications, Vol. 9, Issue 1
Rupturing of Biological Spores As a Source of Secondary Particles in Amazonia
journal, October 2016
- China, Swarup; Wang, Bingbing; Weis, Johannes
- Environmental Science & Technology, Vol. 50, Issue 22
Biogenic Potassium Salt Particles as Seeds for Secondary Organic Aerosol in the Amazon
journal, August 2012
- Pohlker, C.; Wiedemann, K. T.; Sinha, B.
- Science, Vol. 337, Issue 6098
Airborne soil organic particles generated by precipitation
journal, May 2016
- Wang, Bingbing; Harder, Tristan H.; Kelly, Stephen T.
- Nature Geoscience, Vol. 9, Issue 6
Direct observation of ice nucleation events on individual atmospheric particles
journal, January 2016
- Wang, Bingbing; Knopf, Daniel A.; China, Swarup
- Physical Chemistry Chemical Physics, Vol. 18, Issue 43
Active sites in heterogeneous ice nucleation—the example of K-rich feldspars
journal, December 2016
- Kiselev, Alexei; Bachmann, Felix; Pedevilla, Philipp
- Science, Vol. 355, Issue 6323
The chemical composition and complex refractive index of rural and urban influenced aerosols determined by individual particle analysis
journal, December 2004
- Ebert, Martin; Weinbruch, Stephan; Hoffmann, Peter
- Atmospheric Environment, Vol. 38, Issue 38
Correlations between optical, chemical and physical properties of biomass burn aerosols
journal, January 2007
- Hopkins, R. J.; Lewis, K.; Desyaterik, Y.
- Geophysical Research Letters, Vol. 34, Issue 18
Applications of lagrangian dispersion modeling to the analysis of changes in the specific absorption of elemental carbon
journal, March 2008
- Doran, J. C.; Fast, J. D.; Barnard, J. C.
- Atmospheric Chemistry and Physics, Vol. 8, Issue 5
Mixing states of light-absorbing particles measured using a transmission electron microscope and a single-particle soot photometer in Tokyo, Japan: LIGHT-ABSORBING PARTICLES BY TEM AND SP2
journal, August 2016
- Adachi, Kouji; Moteki, Nobuhiro; Kondo, Yutaka
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 15
Soft X-ray spectromicroscopy and ptychography
journal, April 2015
- Hitchcock, Adam P.
- Journal of Electron Spectroscopy and Related Phenomena, Vol. 200
Cryo scanning transmission x-ray microscope optimized for spectrotomography
journal, September 2018
- Leontowich, A. F. G.; Berg, R.; Regier, C. N.
- Review of Scientific Instruments, Vol. 89, Issue 9
Multimodal hyperspectral optical microscopy
journal, November 2017
- Novikova, Irina V.; Smallwood, Chuck R.; Gong, Yu
- Chemical Physics, Vol. 498-499
Spectroscopic Imaging at the Nanoscale: Technologies and Recent Applications
journal, October 2017
- Xiao, Lifu; Schultz, Zachary D.
- Analytical Chemistry, Vol. 90, Issue 1
The diverse chemical mixing state of aerosol particles in the southeastern United States
journal, January 2018
- Bondy, Amy L.; Bonanno, Daniel; Moffet, Ryan C.
- Atmospheric Chemistry and Physics, Vol. 18, Issue 16
Machine Learning to Predict the Global Distribution of Aerosol Mixing State Metrics
journal, January 2018
- Hughes, Michael; Kodros, John; Pierce, Jeffrey
- Atmosphere, Vol. 9, Issue 1