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Title: A comprehensive laboratory study on the immersion freezing behavior of illite NX particles. A comparison of 17 ice nucleation measurement techniques

Journal Article · · Atmospheric Chemistry and Physics (Online)
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  1. Karlsruhe Inst. of Technology (KIT) (Germany)
  2. Leibniz Inst. for Tropospheric Research (ITR), Leipzig (Germany)
  3. Goethe Univ., Frankfurt (Germany)
  4. Bieleffeld Univ. (Germany)
  5. Univ. of Mainz (Germany)
  6. Technical Univ. Darmstadt (Germany)
  7. Univ. of Zurich (Switzerland)
  8. Colorado State Univ., Fort Collins, CO (United States)
  9. North Carolina State Univ., Raleigh, NC (United States)
  10. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  11. Meteorological Research Inst. (MRI), Tsukuba (Japan)
  12. Univ. of Leeds (United Kingdom)
  13. Univ. of Colorado, Boulder, CO (United States)

Immersion freezing is the most relevant heterogeneous ice nucleation mechanism through which ice crystals are formed in mixed-phase clouds. In recent years, an increasing number of laboratory experiments utilizing a variety of instruments have examined immersion freezing activity of atmospherically relevant ice-nucleating particles. However, an intercomparison of these laboratory results is a difficult task because investigators have used different ice nucleation (IN) measurement methods to produce these results. A remaining challenge is to explore the sensitivity and accuracy of these techniques and to understand how the IN results are potentially influenced or biased by experimental parameters associated with these techniques. Within the framework of INUIT (Ice Nuclei Research Unit), we distributed an illite-rich sample (illite NX) as a representative surrogate for atmospheric mineral dust particles to investigators to perform immersion freezing experiments using different IN measurement methods and to obtain IN data as a function of particle concentration, temperature (T), cooling rate and nucleation time. A total of 17 measurement methods were involved in the data intercomparison. Experiments with seven instruments started with the test sample pre-suspended in water before cooling, while 10 other instruments employed water vapor condensation onto dry-dispersed particles followed by immersion freezing. The resulting comprehensive immersion freezing data set was evaluated using the ice nucleation active surface-site density, ns, to develop a representative ns(T) spectrum that spans a wide temperature range (-37 °C < T < -11 °C) and covers 9 orders of magnitude in ns. In general, the 17 immersion freezing measurement techniques deviate, within a range of about 8 °C in terms of temperature, by 3 orders of magnitude with respect to ns. In addition, we show evidence that the immersion freezing efficiency expressed in ns of illite NX particles is relatively independent of droplet size, particle mass in suspension, particle size and cooling rate during freezing. A strong temperature dependence and weak time and size dependence of the immersion freezing efficiency of illite-rich clay mineral particles enabled the ns parameterization solely as a function of temperature. We also characterized the ns(T) spectra and identified a section with a steep slope between -20 and -27 °C, where a large fraction of active sites of our test dust may trigger immersion freezing. This slope was followed by a region with a gentler slope at temperatures below -27 °C. While the agreement between different instruments was reasonable below ~ -27 °C, there seemed to be a different trend in the temperature-dependent ice nucleation activity from the suspension and dry-dispersed particle measurements for this mineral dust, in particular at higher temperatures. For instance, the ice nucleation activity expressed in ns was smaller for the average of the wet suspended samples and higher for the average of the dry-dispersed aerosol samples between about -27 and -18 °C. Only instruments making measurements with wet suspended samples were able to measure ice nucleation above -18 °C. A possible explanation for the deviation between -27 and -18 °C is discussed. Multiple exponential distribution fits in both linear and log space for both specific surface area-based ns(T) and geometric surface area-based ns(T) are provided. These new fits, constrained by using identical reference samples, will help to compare IN measurement methods that are not included in the present study and IN data from future IN instruments.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1182884
Report Number(s):
PNNL-SA-104923; KP1701000
Journal Information:
Atmospheric Chemistry and Physics (Online), Vol. 15, Issue 5; ISSN 1680-7324
Publisher:
European Geosciences UnionCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 155 works
Citation information provided by
Web of Science

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Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments journal January 2012
BINARY: an optical freezing array for assessing temperature and time dependence of heterogeneous ice nucleation journal January 2014
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The immersion mode ice nucleation behavior of mineral dusts: A comparison of different pure and surface modified dusts other January 2014
The ice nucleation ability of one of the most abundant types of fungal spores found in the atmosphere posted_content October 2010
Cloud condensation nucleus activity comparison of dry- and wet-generated mineral dust aerosol: the significance of soluble material posted_content November 2013
Influence of surface morphology on the immersion mode ice nucleation efficiency of hematite articles text January 2013
New cloud chamber experiments on the heterogeneous ice nucleation ability of oxalic acid in the immersion mode text January 2010
A comprehensive parameterization of heterogeneous ice nucleation of dust surrogate: laboratory study with hematite particles and its application to atmospheric models text January 2014
Facile Method for Determining the Aspect Ratios of Mineral Dust Aerosol by Electron Microscopy text January 2014
clay mineralogy book January 2014
Deposition ice nucleation on soot at temperatures relevant for the lower troposphere. text January 2006
Laboratory studies of immersion and deposition mode ice nucleation of ozone aged mineral dust particles text January 2013
Deposition nucleation viewed as homogeneous or immersion freezing in pores and cavities text January 2014
Ice nucleation by fertile soil dusts: relative importance of mineral and biogenic components text January 2014
New cloud chamber experiments on the heterogeneous ice nucleation ability of oxalic acid in the immersion mode posted_content December 2010
Experimental quantification of contact freezing in an electrodynamic balance text January 2013
Clay Mineralogy book January 2001
Sublimation in a Wilson Chamber journal March 1945
Ice nuclei properties within a Saharan dust event at the Jungfraujoch in the Swiss Alps text January 2011
Influence of particle size on the ice nucleating ability of mineral dusts text January 2009
Repeatability and randomness in heterogeneous freezing nucleation posted_content February 2008
Clay Mineralogy book January 2001
Ice nucleation properties of fine ash particles from the Eyjafjallajokull eruption in April 2010 posted_content June 2011
Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments text January 2012
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Background Free‐Tropospheric Ice Nucleating Particle Concentrations at Mixed‐Phase Cloud Conditions journal September 2018
Characteristics of Ice Nucleating Particles in and Around California Winter Storms journal November 2019
Glacially sourced dust as a potentially significant source of ice nucleating particles journal March 2019
Stochastic nucleation processes and substrate abundance explain time-dependent freezing in supercooled droplets journal January 2020
Random distribution active site model for ice nucleation in water droplets journal January 2019
Sea spray aerosol as a unique source of ice nucleating particles journal December 2015
Pore condensation and freezing is responsible for ice formation below water saturation for porous particles journal April 2019
Ice nucleation ability of loess from the northwestern United States journal August 2019
Is Contact Nucleation Caused by Pressure Perturbation? journal December 2019
Perspectives on the Future of Ice Nucleation Research: Research Needs and Unanswered Questions Identified from Two International Workshops journal July 2017
Freezing on a Chip—A New Approach to Determine Heterogeneous Ice Nucleation of Micrometer-Sized Water Droplets journal April 2018
Development, Characterization, and Validation of a Cold Stage-Based Ice Nucleation Array (PKU-INA) journal September 2018
Ice nucleation by combustion ash particles at conditions relevant to mixed-phase clouds journal January 2015
Not all feldspars are equal: a survey of ice nucleating properties across the feldspar group of minerals journal January 2016
A comparative study of K-rich and Na/Ca-rich feldspar ice-nucleating particles in a nanoliter droplet freezing assay journal January 2016
The immersion freezing behavior of ash particles from wood and brown coal burning journal January 2016
Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide – Part 1: Immersion freezing journal January 2016
Pre-activation of ice-nucleating particles by the pore condensation and freezing mechanism journal January 2016
Laboratory-generated mixtures of mineral dust particles with biological substances: characterization of the particle mixing state and immersion freezing behavior journal January 2016
Ice nucleating particles in the Saharan Air Layer journal January 2016
Classical nucleation theory of immersion freezing: sensitivity of contact angle schemes to thermodynamic and kinetic parameters journal January 2017
Agricultural harvesting emissions of ice-nucleating particles journal January 2018
Coal fly ash: linking immersion freezing behavior and physicochemical particle properties journal January 2018
A laboratory investigation of the ice nucleation efficiency of three types of mineral and soil dust journal January 2018
Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide – Part 2: Deposition nucleation and condensation freezing journal January 2019
Characterization of aerosol properties at Cyprus, focusing on cloud condensation nuclei and ice-nucleating particles journal January 2019
The ice-nucleating ability of quartz immersed in water and its atmospheric importance compared to K-feldspar journal January 2019
A review of experimental techniques for aerosol hygroscopicity studies journal January 2019
Mineralogy and mixing state of north African mineral dust by online single-particle mass spectrometry journal January 2019
Nucleation of nitric acid hydrates in Polar Stratospheric Clouds by meteoric material posted_content October 2017
Online differentiation of mineral phase in aerosol particles by ion formation mechanism using a LAAP-TOF single-particle mass spectrometer journal January 2018
The WeIzmann Supercooled Droplets Observation on a Microarray (WISDOM) and application for ambient dust journal January 2018
Use of the Single Particle Soot Photometer (SP2) as a pre-filter for ice nucleation measurements: effect of particle mixing state and determination of SP2 conditions to fully vaporize refractory black carbon journal January 2018
An instrument for quantifying heterogeneous ice nucleation in multiwell plates using infrared emissions to detect freezing journal January 2018
A new method to quantify mineral dust and other aerosol species from aircraft platforms using single-particle mass spectrometry journal January 2019
Numerical Representations of Marine Ice‐Nucleating Particles in Remote Marine Environments Evaluated Against Observations journal July 2019
Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide - Part 2: Deposition nucleation and condensation freezing text January 2019
Development of the DRoplet Ice Nuclei Counter Zurich (DRINCZ): Validation and application to field-collected snow samples text January 2019
Comparative measurements of ambient atmospheric concentrations of ice nucleating particles using multiple immersion freezing methods and a continuous flow diffusion chamber journal January 2017
Composition of ice particle residuals in mixed-phase clouds at Jungfraujoch (Switzerland): enrichment and depletion of particle groups relative to total aerosol journal January 2018
Nucleation of nitric acid hydrates in polar stratospheric clouds by meteoric material journal January 2018
Heterogeneous ice nucleation properties of natural desert dust particles coated with a surrogate of secondary organic aerosol journal January 2019
Classical nucleation theory of immersion freezing: Sensitivity of contact angle schemes to thermodynamic and kinetic parameters posted_content January 2016
A technique for quantifying heterogeneous ice nucleation in microlitre supercooled water droplets journal January 2015
Ice nucleation activity of agricultural soil dust aerosols from Mongolia, Argentina, and Germany text January 2016
Background Free‐Tropospheric Ice Nucleating Particle Concentrations at Mixed‐Phase Cloud Conditions text January 2018
Mineralogy and mixing state of north African mineral dust by online single-particle mass spectrometry text January 2019
Cleaning up our water: reducing interferences from nonhomogeneous freezing of “pure” water in droplet freezing assays of ice-nucleating particles text January 2018
Pore condensation and freezing is responsible for ice formation below water saturation for porous particles text January 2019
Sources of organic ice nucleating particles in soils journal January 2016
A high-speed particle phase discriminator (PPD-HS) for the classification of airborne particles, as tested in a continuous flow diffusion chamber journal January 2019
Pre-activation of ice nucleating particles by the pore condensation and freezing mechanism text January 2015
Ice nucleating particles in the Saharan Air Layer text January 2016
Comparative measurements of ambient atmospheric concentrations of ice nucleating particles using multiple immersion freezing methods and a continuous flow diffusion chamber text January 2017
A comprehensive characterization of ice nucleation by three different types of cellulose particles immersed in water text January 2019
An improved approach for measuring immersion freezing in large droplets over a wide temperature range journal September 2016
Perspectives on the Future of Ice Nucleation Research: Research Needs and Unanswered Questions Identified from Two International Workshops text January 2017
A laboratory investigation of the ice nucleation efficiency of three types of mineral and soil dust text January 2018
Heterogeneous ice nucleation properties of natural desert dust particles coated with a surrogate of secondary organic aerosol text January 2019
A high-speed particle phase discriminator (PPD-HS) for the classification of airborne particles, as tested in a continuous flow diffusion chamber text January 2019
Development of the DRoplet Ice Nuclei Counter Zurich (DRINCZ): validation and application to field-collected snow samples journal January 2019
Cleaning up our water: reducing interferences from nonhomogeneous freezing of “pure” water in droplet freezing assays of ice-nucleating particles text January 2018
Background Free-Tropospheric Ice Nucleating Particle Concentrations at Mixed-Phase Cloud Conditions text January 2018
Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide - Part 1: Immersion freezing text January 2016
The Fifth International Workshop on Ice Nucleation phase 2 (FIN-02): laboratory intercomparison of ice nucleation measurements text January 2018
A technique for quantifying heterogeneous ice nucleation in microlitre supercooled water droplets text January 2015
Pre-activation of ice-nucleating particles by the pore condensation and freezing mechanism text January 2016
Data from: Bulk Contributions Modulate the Sum-Frequency Generation Spectra of Interfacial Water on Model Sea-Spray Aerosols. In Center for Aerosol Impacts on Chemistry of the Environment (CAICE) dataset January 2018
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