Diffusion and Equilibration in Viscous Atmospheric Aerosol

Lead Research Organisation: University of Bristol
Department Name: Chemistry

Abstract

Aerosols are a key component of the atmosphere. Defined as either solid particles or liquid droplets dispersed in the gas phase, aerosols can scatter and absorb sunlight and terrestrial infrared radiation influencing the radiation budget and
having a direct effect on climate. They also act as nuclei on which water can condense, leading to the formation of cloud droplets, indirectly influencing the climate. As well as having many natural sources, they can form in polluted environments from the condensation of semi-volatile organic compounds forming secondary organic aerosol (SOA). The composition of SOA is rich in oxidised organic compounds and can contain organic molecules of high molecular weight. When the atmosphere is dry or cold, SOA particles can be highly viscous; indeed, it has been shown that SOA can exist as glassy particles. As such, droplets formed from water or formed from highly viscous SOA can differ in their viscosity by more than 15 orders of magnitude.

Aerosol droplets that are largely water (eg. cloud droplets) have low viscosity, flow readily, and deform and spread when deposited. When exposed to changes in relative humidity and temperature, they can respond quickly to the change in the environment, losing or gaining water and also any semi-volatile or volatile organic compounds. They are, in essence, at equilibrium in composition with the surrounding gas phase. For particles approaching the glass transition, the particles do not deform and have the mechanical properties of a solid. They can only respond slowly to changes in the environment, losing or gaining water, semivolatile and volatile organic components only very slowly. Indeed, it can be estimated that such particles could in principle take many days to equilibrate and suggesting that SOA can exist in a kinetically arrested/hindered state in the atmosphere. Predicting the properties and impacts of aerosol in the atmosphere relies on knowing if the aerosol mass is in thermodynamic equilibrium or if it is kinetically limited, with significant consequences for understanding even the mass of aerosol in the atmosphere and the ability of the aerosol to form liquid cloud droplets or ice crystals.

In this project, we will use a combination of single particle measurements, models and simulations to characterise the viscosity of ambient particles and the diffusion kinetics of water and organic components within viscous aerosol.
Measurements will be made using individual particles captured in aerosol optical tweezers or in an electrodynamic balance. Light scattering measurements that allow the accurate determination of droplet size and refractive index will be used to examine the response of the particle to changes in environmental conditions. From the time-dependence of these changes, the diffusion of molecules within the particle can be determined. The viscosity can be measured directly by coalescing two particles and determining the timescale for the shape of the composite particle to relax to a sphere. Measurements of particles of simple and complex composition will be used to refine models of aerosol viscosity and molecular diffusion constants.

In a final stage, the refined models will be used to assess the properties of viscous aerosol in the atmosphere. Initially, the role of viscous aerosol will be evaluated in a detailed model of the processes occurring in aerosol chamber measurements designed to simulate atmospheric aerosol. This will allow an assessment of the accuracy with which non-equilibrium kinetically limited aerosol processes can be captured and how sensitive the chamber measurements are to non-equilibrium effects. Finally, the sensitivity of atmospheric aerosol to non-equilibrium effects will be investigated using a wider scale regional model.

In summary, we will seek to better define when aerosol can be considered to be at equilibrium and when kinetically limited in the atmosphere.

Planned Impact

The specific impact of improving our understanding of the role of kinetic factors in governing the properties of atmospheric aerosol will largely benefit academic researchers working in atmospheric science, with an immediate tier being researchers requiring knowledge of the microphysical processes occurring in aerosol, as described under Academic Beneficiaries. Web-based tools will be extended to allow users to calculate the viscosity and diffusion constants of molecules in viscous aerosol and these will find immediate use by, for example, the project partners who will use them in microphysical kinetic models (Shiraiwa, MPI-Mainz,Germany) and to interpret analytical measurements (eg. particle bounce, Virtanen). The development of a kinetic framework within the Manchester Chamber Model (MANIC) will also lead to improvements in the interpretation of historical aerosol chamber measurements and future campaigns. Wider impact could result from the adoption of the model framework by a wider range of chamber instruments, benefiting from the involvement of two of the PIs in projects such as EUROCHAMP3.

The primary non-academic end-users of the proposed programme output in the UK would be the Met Office via existing links with the UKCA Climate-Chemistry-Community-Aerosol model, a joint NCAS-Met Office programme funded by NCAS,
GMR and DEFRA. The impacts of aerosol on climate are still credited with the largest uncertainty in climate forcing and a large part of the radiatively active boundary layer sub-micron aerosol burden is organic. Policy decisions with respect to quantification and mitigation of the climate impacts of aerosol require policy-related model simulations with at least a rudimentary but physically-based representation of organic aerosol. Prior to the proposed work, such model descriptions that include kinetic factors in regulating aerosol composition are unavailable and our study of the properties dictating gas/particle partitioning of organic compounds will be inform such a climate-focused goal. Other international non-academic agencies conducting IPCC simulations would be best placed to use the same reduced complexity secondary organic aerosol formalisms as supplied to the Met Office.

Many of the microphysical processes that will be studied have a significance than extends to academic beneficiaries beyond atmospheric science. The formation and properties of amorphous aerosol are important for large scale industrial processes such as spray drying in which microparticles are fabricated, often in amorphous states, through driving systems far from thermodynamic equilibrium and using the transport kinetics of volatile components to mediate physical transformations. Further, understanding water transport kinetics is important for better quantifying processes occurring during the delivery of drugs to the lungs and in the impact of environmental pollution on human morbidity and mortality.

Both viscosities and diffusion constants are fundamental quantities that are challenging to measure in supersaturated states and in the exotic compositional regimes in which aerosol exist. The measurements will provide a
broad catalogue of values for these properties and the refined models will provide a robust and versatile treatment over a wide range in conditions. Thus, they will find relevance in a broader range of chemical disciplines in which rheological and mass transport quantities are required.

Finally, air quality and climate change are important topics in the new 21st Century Science curriculum at GCSE and A level in the UK, and are of wider interest to the public. The impact from this project will be directly incorporated in the ongoing public engagement contributions made by the researchers leading this project.

Publications

10 25 50

 
Description The following key discoveries and developments are reported:

(1) Measurements have been made of viscosities and diffusion constants for water in a range of organic aerosol surrogates designed to improve our understanding of atmospheric aerosol viscosity and phase.
(2) We have established a comprehensive data base of diffusion constants and viscosities which has allowed us to test the applicability of the Stokes-Einstein equation than previously possible, important for assessing estimated timescales of atmospheric aerosol equilibration.
(3) Following from (1 and 2), this work is now being prepared for publication. Much of the work has already appeared in published and has involved collaborations with researchers outside Bristol.
Exploitation Route Further measurements are underway and will be used in models of ambient air quality by collaborator Dr. David Topping (university of Manchester)
Sectors Environment

 
Title Characterising the Evaporation Kinetics of Water and Semi-Volatile Organic Compounds from Viscous Multicomponent Organic Aerosol Particles (PCCP 2017) 
Description The physicochemical changes experienced by organic aerosol particles undergoing dehydration into the surrounding gas phase can be drastic, forcing rapid vitrification of the particle and suppressing internal diffusion. Until recently, experimental studies have concentrated on quantifying diffusional mixing of either water or non-volatile components, while relatively little attention has been paid to the role of semivolatile organic component (SVOC) diffusion and volatilisation in maintaining the equilibrium between the gas and particle phases. Here we present methods to simultaneously investigate diffusivities and volatilities in studies of evolving single ternary aerosol particle size and composition. Analysing particles of ternary composition must account for the multiple chemical species that volatilise in response to a step change in gas phase water activity. In addition, treatments of diffusion in multicomponent mixtures are necessary to represent evolving heterogeneities in particle composition. We find that the contributions to observed size behaviour from volatilisation of water and a SVOC can be decoupled and treated separately. Employing Fickian diffusion modelling, we extract the compositional dependence of the diffusion constant of water and compare the results to recently published parametrisations in binary aerosol particles. The treatment of ideality and activity in each case is discussed, with reference to use in multicomponent core shell models. Meanwhile, the evaporation of a SVOC into an unsaturated gas flow may be treated by Maxwell's equation, with slow diffusional transport manifesting as a suppression in the extracted vapour pressure. Appearing in Physical Chemistry Chemical Physics (2017). 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
 
Title Comparison of Approaches for Measuring and Predicting the Viscosity of Ternary Component Aerosol Particles 
Description Measurements of the water activity-dependent viscosity of aerosol particles from two techniques are compared, specifically from the coalescence of two droplets in a Holographic Optical Tweezers (HOT) and poke-and-flow experiments on particles deposited onto a glass substrate. These new data are also compared with the fitting of Dimer Coagulation, Isolation and Coalescence (DCIC) measurements. The aerosol system considered in this work are ternary mixtures of sucrose-citric acid-water and sucrose-NaNO3-water, at varying solute mass ratios. Results from HOT and poke-and-flow are in excellent agreement over their overlapping range of applicability (~103-107 Pa s); fitted curves from DCIC data show variable agree-ment with the other two techniques because of the sensitivity of the applied modelling framework to the representation of water content in the particles. Further, two modelling approaches for the predictions of the water activity-dependent viscosi-ty of these ternary systems are evaluated. We show that it is possible to represent their viscosity with relatively simple mixing rules applied to the subcooled viscosity values of each component or to the viscosity of the corresponding binary mixtures. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Title Data from Identifying time-dependent changes in the morphology of an individual aerosol particle from their light scattering patterns (08-2019) 
Description The physical, chemical, and biological properties of an aerosol droplet/particle are dependent on the morphology of the droplet/particle itself; for example, a liquid droplet will be processed by oxidants in the gas phase in a fundamentally different way than a solid particle. Additionally, given their small size, aerosol droplets may change phase over timescales in the order of milliseconds (e.g. deliquescence or crystallisation). Thus, ability to rapidly and easily estimate the morphology of a droplet/particle is critical, especially in the interpretation of complex aerosol processes such as spray drying and dissolution. To be reported here is a novel method that uses the forward scattered light (~32o < ? < ~58o) passed through a droplet to determine the droplet/particles morphology. The algorithm was developed through the qualitative analysis of over one million individual phase functions of various particle morphologies. The algorithm can differentiate between four different morphologies: homogeneous, core/shell, with inclusions, and non-spherical/inhomogeneous. The algorithm is applicable to droplets between ~5 to ~30 ?m in radius. The rate of phase analysis is dependent on the rate in which the light scatter can be collected, in the data presented here a particle's morphology is reported every 10 milliseconds. The accuracy of the phase identification with the algorithm proposed in this work is very high (>90%); its utility is strengthened by the high frequency of the collection of scattered light, which allows an individual droplet to be probed upwards of over 100 times per second. Although not absolute on every phase function analysis, when coupled with repetition and high throughput, the algorithm presented here can be a valuable tool to easily and readily determine particle morphology in dynamic aerosol systems. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Title Measurements and Predictions of Binary Component Aerosol Particle Viscosity (J Phys Chem A, 2016) 
Description Organic aerosol particles are known to often absorb/desorb water continuously with change in gas phase relative humidity (RH) without crystallisation. Indeed, the prevalence of metastable ultraviscous liquid or amorphous phases in aerosol is well-established with solutes often far exceeding bulk phase solubility limits. Particles are expected to become increasingly viscous with drying, a consequence of the plasticising effect of water. We report here measurements of the variation in aerosol particle viscosity with RH (equal to condensed phase water activity) for a range of organic solutes including alcohols (diols to hexols), saccharides (mono-, di- and tri-) and carboxylic acids (di-, tri- and mixtures). Particle viscosities are measured over a wide range (10^-3 to 10^10 Pa s) using aerosol optical tweezers, inferring the viscosity from the timescale for a composite particle to relax to a perfect sphere following the coalescence of two particles. Aerosol measurements compare well with bulk phase studies (well-within an order of magnitude deviation at worst) over ranges of water activity accessible to both. Predictions of pure component viscosity from group contribution approaches combined with either non-ideal or ideal mixing reproduce the RH-dependent trends particularly well for the alcohol, di- and tri-carboxylic acid systems extending up to viscosities of 10^4 Pa s. By contrast, predictions over-estimate the viscosity by many orders of magnitude for the mono-, di-, and tri-saccharide systems, components for which the pure component sub-cooled melt viscosities are >>10^12 Pa s. When combined with a typical scheme for simulating the oxidation of a-pinene, a typical atmospheric pathway to secondary organic aerosol (SOA), these predictive tools suggest that the pure component viscosities are less than 10^6 Pa s for ~97% of the 50,000 chemical products included in the scheme. These component viscosities are consistent with the conclusion that the viscosity of a-pinene SOA is most likely in the range 10^5 to 10^8 Pa s. Potential improvements to the group contribution predictive tools for pure component viscosities are considered. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
 
Title Transient Cavity Dynamics and Divergence from the Stokes-Einstein Equation in Organic Aerosol 
Description The diffusion of small molecules through viscous matrices formed by large organic molecules is important across a range of domains, including pharmaceutical science, materials chemistry, and atmospheric science, impacting on, for example, the formation of amorphous and crystalline phases. Here we report significant breakdowns in the Stokes-Einstein (SE) equation from measurements of the diffusion of water (spanning 5 decades) and viscosity (spanning 12 decades) in saccharide aerosol droplets. Molecular dynamics simulations show water diffusion is not continuous, but proceeds by discrete hops between transient cavities that arise and dissipate as a result of dynamical fluctuations within the saccharide lattice. The ratio of transient cavity volume to solvent volume increases with size of molecules making up the lattice, increasing divergence from SE predictions. This improved mechanistic understanding of diffusion in viscous matrices explains, for example, why organic compounds equilibrate according to SE predictions and water equilibrates more rapidly in aerosols. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://data.bris.ac.uk/data/dataset/kew7yuaymnif2m388cmpgbg16/
 
Description American Chemical Society Fall conference 2017 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk at American Chemical Society Fall conference in environmental impacts of aerosol chemistry symposium
Year(s) Of Engagement Activity 2017
 
Description Contributed talk by Allen Haddrell at the annual conference of the American Association of Aerosol Research 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Contributed talk
Year(s) Of Engagement Activity 2015
 
Description Contributed to a programme on BBC4 airing on the history of DSTL and Porton Down, "Inside Porton Down". 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Allen Haddrell and Jonathan Reid contributed to a programme on BBC4 airing on Tuesday 28th June at 9pm 2016 on the history of DSTL and Porton Down, "Inside Porton Down" providing scientific consultation and a demonstration of the properties of aerosols.
Year(s) Of Engagement Activity 2016
URL http://www.bbc.co.uk/news/magazine-36606510
 
Description Gordon Research Conference on Molecular Interactions and Dynamics 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gordon Research Conference on Molecular Interactions and Dynamics at Stonehill College, Mass, US.
Year(s) Of Engagement Activity 2018
 
Description Invited talk at Pittcon on aerosol droplet spectroscopy 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk at Pittcon on aerosol droplet spectroscopy in Orlando, Florida, US
Year(s) Of Engagement Activity 2018
 
Description Invited talk at XXIst Symposium on Atomic, Cluster and Surface Physics, Obergurgl, Austria, 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk at XXIst Symposium on Atomic, Cluster and Surface Physics, Obergurgl, Austria, 2018
Year(s) Of Engagement Activity 2018
 
Description Pittcon Conference, Orlando, Florida 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk at the annual Pittcon Conference, Orlando, Florida, February 2018.
Year(s) Of Engagement Activity 2018
 
Description Plenary talk at Drug Delivery to the Lungs conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk to all attendees at the annual drug delivery to the lungs conference at the Edinburgh International Convention Centre
Year(s) Of Engagement Activity 2017
 
Description Postgraduate course in aerosol science, Beijing Institute of Technology, China 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A taught course I delivered as a visiting professor
Year(s) Of Engagement Activity 2015
 
Description Presentation of paper and talk at Faraday Discussion on Chemistry of the Anthropocene 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation of paper and talk at Royal Society of Chemistry Faraday Discussion on Chemistry of the Anthropocene at University of York
Year(s) Of Engagement Activity 2017
 
Description Research talk at University of Alberta, California 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk at University
Year(s) Of Engagement Activity 2016
 
Description Research talk at international conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk at Workshop on Molecular Understanding of Atmospheric Aerosols, Chaminade, California
Year(s) Of Engagement Activity 2016
 
Description Seminars at Universities of Manchester and Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited talks
Year(s) Of Engagement Activity 2015
 
Description Talk at American Association of Aerosol Research Annual Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk at international conference
Year(s) Of Engagement Activity 2016
 
Description Talk at American Association of Aerosol Research annual conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk at American Association of Aerosol Research annual conference on the properties of secondary organic aerosol by post doc on project, Grazia Rovelli
Year(s) Of Engagement Activity 2017
 
Description Talk at CECAM workshop on Crystallisation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact CECAM workshop in Lausanne on crystallisation and nucleation.
Year(s) Of Engagement Activity 2017
 
Description Talk at European Aerosol Conference 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk at international conference
Year(s) Of Engagement Activity 2016
 
Description Talk at Future of Chemical Physics conference in Oxford 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk at international conference
Year(s) Of Engagement Activity 2016
 
Description Talk at Spring meeting of the American Chemical Society 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk at international conference
Year(s) Of Engagement Activity 2016
 
Description Talk at University of Warwick 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Research talk at university
Year(s) Of Engagement Activity 2016
 
Description Talk at Workshop Entitled "Towards a Molecular Understanding of Atmospheric Aerosols" in Cologne, Germany 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk at Workshop Entitled "Towards a Molecular Understanding of Atmospheric Aerosols" in Cologne, Germany. This was a workshop attended by ~100 participants (academics, students and researchers) working in the field of atmospheric aerosols.
Year(s) Of Engagement Activity 2018
 
Description Talk at XXIst Symposium on Atomic, Cluster and Surface Physics 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk at XXIst Symposium on Atomic, Cluster and Surface Physics 2018, Obergurgl, Austria (2018).
Year(s) Of Engagement Activity 2018
 
Description Talk to local interest group 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Talk about atmospheric science and climate change at public engagement event held by A Rocha UK at Little Dewchurch, Herefordshire
Year(s) Of Engagement Activity 2017