The Fifth International Workshop on Ice Nucleation phase 2 (FIN-02): laboratory intercomparison of ice nucleation measurements

Abstract. The second phase of the Fifth International Ice Nucleation Workshop (FIN-02) involved the gathering of a large number of researchers at the Karlsruhe Institute of Technology's Aerosol Interactions and Dynamics of the Atmosphere (AIDA) facility to promote characterization and understanding of ice nucleation measurements made by a variety of methods used worldwide. Compared to the previous workshop in 2007, participation was doubled, reflecting a vibrant research area. Experimental methods involved sampling of aerosol particles by direct processing ice nucleation measuring systems from the same volume of air in separate experiments using different ice nucleating particle (INP) types, and collections of aerosol particle samples onto filters or into liquid for sharing amongst measurement techniques that post-process these samples. In this manner, any errors introduced by differences in generation methods when samples are shared across laboratories were mitigated. Furthermore, as much as possible, aerosol particle size distribution was controlled so that the size limitations of different methods were minimized. The results presented here use data from the workshop to assess the comparability of immersion freezing measurement methods activating INPs in bulk suspensions, methods that activate INPs in condensation and/or immersion freezing modes as single particles on a substrate, continuous flow diffusion chambers (CFDCs) directly sampling and processing particles well above water saturation to maximize immersion and subsequent freezing of aerosol particles, and expansion cloud chamber simulations in which liquid cloud droplets were first activated on aerosol particles prior to freezing. The AIDA expansion chamber measurements are expected to be the closest representation to INP activation in atmospheric cloud parcels in these comparisons, due to exposing particles freely to adiabatic cooling. The different particle types used as INPs included the minerals illite NX and potassium feldspar (K-feldspar), two natural soil dusts representative of arable sandy loam (Argentina) and highly erodible sandy dryland (Tunisia) soils, respectively, and a bacterial INP (Snomax®). Considered together, the agreement among post-processed immersion freezing measurements of the numbers and fractions of particles active at different temperatures following bulk collection of particles into liquid was excellent, with possible temperature uncertainties inferred to be a key factor in determining INP uncertainties. Collection onto filters for rinsing versus directly into liquid in impingers made little difference. For methods that activated collected single particles on a substrate at a controlled humidity at or above water saturation, agreement with immersion freezing methods was good in most cases, but was biased low in a few others for reasons that have not been resolved, but could relate to water vapor competition effects. Amongst CFDC-style instruments, various factors requiring (variable) higher supersaturations to achieve equivalent immersion freezing activation dominate the uncertainty between these measurements, and for comparison with bulk immersion freezing methods. When operated above water saturation to include assessment of immersion freezing, CFDC measurements often measured at or above the upper bound of immersion freezing device measurements, but often underestimated INP concentration in comparison to an immersion freezing method that first activates all particles into liquid droplets prior to cooling (the PIMCA-PINC device, or Portable Immersion Mode Cooling chAmber–Portable Ice Nucleation Chamber), and typically slightly underestimated INP number concentrations in comparison to cloud parcel expansions in the AIDA chamber; this can be largely mitigated when it is possible to raise the relative humidity to sufficiently high values in the CFDCs, although this is not always possible operationally. Correspondence of measurements of INPs among direct sampling and post-processing systems varied depending on the INP type. Agreement was best for Snomax® particles in the temperature regime colder than −10 ∘C, where their ice nucleation activity is nearly maximized and changes very little with temperature. At temperatures warmer than −10 ∘C, Snomax® INP measurements (all via freezing of suspensions) demonstrated discrepancies consistent with previous reports of the instability of its protein aggregates that appear to make it less suitable as a calibration INP at these temperatures. For Argentinian soil dust particles, there was excellent agreement across all measurement methods; measures ranged within 1 order of magnitude for INP number concentrations, active fractions and calculated active site densities over a 25 to 30 ∘C range and 5 to 8 orders of corresponding magnitude change in number concentrations. This was also the case for all temperatures warmer than −25 ∘C in Tunisian dust experiments. In contrast, discrepancies in measurements of INP concentrations or active site densities that exceeded 2 orders of magnitude across a broad range of temperature measurements found at temperatures warmer than −25 ∘C in a previous study were replicated for illite NX. Discrepancies also exceeded 2 orders of magnitude at temperatures of −20 to −25 ∘C for potassium feldspar (K-feldspar), but these coincided with the range of temperatures at which INP concentrations increase rapidly at approximately an order of magnitude per 2 ∘C cooling for K-feldspar. These few discrepancies did not outweigh the overall positive outcomes of the workshop activity, nor the future utility of this data set or future similar efforts for resolving remaining measurement issues. Measurements of the same materials were repeatable over the time of the workshop and demonstrated strong consistency with prior studies, as reflected by agreement of data broadly with parameterizations of different specific or general (e.g., soil dust) aerosol types. The divergent measurements of the INP activity of illite NX by direct versus post-processing methods were not repeated for other particle types, and the Snomax® data demonstrated that, at least for a biological INP type, there is no expected measurement bias between bulk collection and direct immediately processed freezing methods to as warm as −10 ∘C. Since particle size ranges were limited for this workshop, it can be expected that for atmospheric populations of INPs, measurement discrepancies will appear due to the different capabilities of methods for sampling the full aerosol size distribution, or due to limitations on achieving sufficient water supersaturations to fully capture immersion freezing in direct processing instruments. Overall, this workshop presents an improved picture of present capabilities for measuring INPs than in past workshops, and provides direction toward addressing remaining measurement issues.

Andreas Peckhaus | Robert Wagner | Paul J. DeMott | Alexei Kiselev | André Welti | Naruki Hiranuma | Gourihar Kulkarni | Markus D. Petters | Franco Belosi | Sarvesh Garimella | Yinon Rudich | Benjamin J. Murray | Ottmar Möhler | Thomas F. Whale | Oliver Eppers | Teresa M. Seifried | Thomas Koop | Frank Stratmann | Ryan C. Sullivan | M. Petters | Y. Rudich | P. Herenz | F. Stratmann | H. Bingemer | R. Sullivan | N. Reicher | A. Nicosia | F. Belosi | M. Szakáll | T. Hill | P. DeMott | B. Murray | Z. Kanji | A. Welti | D. Cziczo | T. Koop | A. Kiselev | O. Möhler | J. Vergara-Temprado | Sarah D. Brooks | H. Grothe | K. Suski | S. S. Petters | Daniel O'Sullivan | T. W. Wilson | R. Wagner | Daniel J. Cziczo | Thea Schiebel | T. Seifried | L. Felgitsch | S. Brooks | J. Schrod | Hinrich Grothe | Sarah S. Petters | Heinz G. Bingemer | Carsten Budke | Monika Burkert-Kohn | Kristen N. Collier | Anja Danielczok | Laura Felgitsch | Paul Herenz | Thomas C. J. Hill | Kristina Höhler | Zamin A. Kanji | Thomas B. Kristensen | Konstantin Krüger | Ezra J. T. Levin | Alessia Nicosia | Michael J. Polen | Hannah C. Price | Naama Reicher | Daniel A. Rothenberg | Gianni Santachiara | Jann Schrod | Kaitlyn J. Suski | Miklós Szakáll | Hans P. Taylor | Romy Ullrich | Jesus Vergara-Temprado | Daniel Weber | Theodore W. Wilson | Martin J. Wolf | Jake Zenker | N. Hiranuma | C. Budke | A. Danielczok | Andreas Peckhaus | E. Levin | T. Whale | D. Rothenberg | K. Krüger | G. Santachiara | O. Eppers | K. Höhler | G. Kulkarni | M. Polen | T. Schiebel | D. Weber | M. Wolf | R. Ullrich | T. Kristensen | H. Price | S. Garimella | A. Peckhaus | J. Zenker | D. O’Sullivan | K. Collier | Monika Burkert-Kohn | H. Taylor | Carsten Budke

[1]  P. Formenti,et al.  Laboratory chamber measurements of the longwave extinction spectra and complex refractive indices of African and Asian mineral dusts , 2014 .

[2]  U. Lohmann,et al.  Ice nuclei properties within a Saharan dust event at the Jungfraujoch in the Swiss Alps , 2011 .

[3]  Timothy P. Wright,et al.  A comprehensive laboratory study on the immersion freezing behavior of illite NX particles. A comparison of 17 ice nucleation measurement techniques , 2014 .

[4]  S. Hartmann,et al.  Leipzig Ice Nucleation chamber Comparison ( LINC ) : intercomparison of four online ice nucleation counters , 2017 .

[5]  T. Koop,et al.  BINARY: an optical freezing array for assessing temperature and time dependence of heterogeneous ice nucleation , 2014 .

[6]  A. Mangold,et al.  Effect of sulfuric acid coating on heterogeneous ice nucleation by soot aerosol particles , 2005 .

[7]  H. Bingemer,et al.  Re-evaluating the Frankfurt isothermal static diffusion chamber for ice nucleation , 2015 .

[8]  D. Rose,et al.  Intercomparing different devices for the investigation of ice nucleating particles using Snomax ® as test substance , 2014 .

[9]  Corinna Hoose,et al.  Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments , 2012 .

[10]  J. Seinfeld,et al.  Ice Initiation by Aerosol Particles: Measured and Predicted Ice Nuclei Concentrations versus Measured Ice Crystal Concentrations in an Orographic Wave Cloud , 2010 .

[11]  Timothy P. Wright,et al.  Contribution of pollen to atmospheric ice nuclei concentrations , 2013 .

[12]  M. Carpenter,et al.  Not all feldspars are equal: a survey of ice nucleating properties across the feldspar group of minerals , 2016 .

[13]  M. D. Stokes,et al.  Automation and heat transfer characterization of immersion mode spectroscopy for analysis of ice nucleating particles , 2017 .

[14]  N. Fukuta,et al.  Ice in the Capillaries of Solid Particles and its Effect on their Nucleating Ability , 1965 .

[15]  U. Lohmann,et al.  Single ice crystal measurements during nucleation experiments with the depolarization detector IODE , 2008 .

[16]  S. Kreidenweis,et al.  Sources of organic ice nucleating particles in soils , 2016 .

[17]  Steven Dobbie,et al.  The importance of feldspar for ice nucleation by mineral dust in mixed-phase clouds , 2013, Nature.

[18]  S. Kreidenweis,et al.  Ice‐nucleating particle emissions from photochemically aged diesel and biodiesel exhaust , 2016 .

[19]  S. Hartmann,et al.  Leipzig Ice Nucleation chamber Comparison (LINC): intercomparison of four online ice nucleation counters , 2017 .

[20]  Irina N. Sokolik,et al.  Characterization of iron oxides in mineral dust aerosols: Implications for light absorption , 2006 .

[21]  S. Kreidenweis,et al.  A Continuous-Flow Diffusion Chamber for Airborne Measurements of Ice Nuclei , 2001 .

[22]  Jiwen Fan,et al.  Effects of cloud condensation nuclei and ice nucleating particles on precipitation processes and supercooled liquid in mixed-phase orographic clouds , 2016 .

[23]  T. Koop,et al.  Influence of surface morphology on the immersion mode ice nucleation efficiency of hematite particles , 2013 .

[24]  J. Pettersson,et al.  The immersion freezing behavior of ash particles from wood and brown coal burning , 2016 .

[25]  B. Murray,et al.  Ice nucleation by particles immersed in supercooled cloud droplets. , 2012, Chemical Society reviews.

[26]  T. Leisner,et al.  Resurgence in Ice Nuclei Measurement Research , 2011 .

[27]  U. Lohmann,et al.  The Zurich Ice Nucleation Chamber (ZINC)-A New Instrument to Investigate Atmospheric Ice Formation , 2008 .

[28]  P. Amato,et al.  Microbiology of Aerosols , 2017 .

[29]  D. Weitz,et al.  Dropspots: a picoliter array in a microfluidic device. , 2009, Lab on a chip.

[30]  Markus D. Petters,et al.  Revisiting ice nucleation from precipitation samples , 2015 .

[31]  M. Schnaiter,et al.  Influence of particle size and shape on the backscattering linear depolarisation ratio of small ice crystals – cloud chamber measurements in the context of contrail and cirrus microphysics , 2012 .

[32]  F. Stratmann,et al.  Concentration and variability of ice nuclei in the subtropical maritime boundary layer , 2017 .

[33]  R. Sullivan,et al.  The unstable ice nucleation properties of Snomax® bacterial particles , 2016 .

[34]  H. Schmithüsen,et al.  Particle surface area dependence of mineral dust in immersion freezing mode: investigations with freely suspended drops in an acoustic levitator and a vertical wind tunnel , 2014 .

[35]  J. Thornton,et al.  Ice Nucleation and Droplet Formation by Bare and Coated Black Carbon Particles , 2011 .

[36]  L. Segev,et al.  The WeIzmann Supercooled Droplets Observation on a Microarray (WISDOM) and application for ambient dust , 2018 .

[37]  S. Hartmann,et al.  Can we define an asymptotic value for the ice active surface site density for heterogeneous ice nucleation? , 2015 .

[38]  M. Petters,et al.  Integrating laboratory and field data to quantify the immersion freezing ice nucleation activity of mineral dust particles , 2014 .

[39]  Sonia M. Kreidenweis,et al.  Organic matter matters for ice nuclei of agricultural soil origin , 2014 .

[40]  D. Rogers Development of a continuous flow thermal gradient diffusion chamber for ice nucleation studies , 1988 .

[41]  U. Lohmann,et al.  The SPectrometer for Ice Nuclei (SPIN): An instrument to investigate ice nucleation , 2014 .

[42]  Paul J. DeMott,et al.  Measurement of Ice Nucleation-Active Bacteria on Plants and in Precipitation by Quantitative PCR , 2013, Applied and Environmental Microbiology.

[43]  T. Leisner,et al.  A comparative study of K-rich and Na / Ca-rich feldspar ice-nucleating particles in a nanoliter droplet freezing assay , 2016 .

[44]  B. J. Mason,et al.  Ice-Forming Nuclei , 1957, Nature.

[45]  G. Vali,et al.  Technical Note: A proposal for ice nucleation terminology , 2015 .

[46]  R. Sullivan,et al.  Cleaning up our water: reducing interferences from nonhomogeneous freezing of “pure” water in droplet freezing assays of ice-nucleating particles , 2018, Atmospheric Measurement Techniques.

[47]  H. Christenson,et al.  The role of phase separation and related topography in the exceptional ice-nucleating ability of alkali feldspars. , 2017, Physical chemistry chemical physics : PCCP.

[48]  Benjamin J. Murray,et al.  Ice nucleation by fertile soil dusts: relative importance of mineral and biogenic components , 2014 .

[49]  L. Matteo,et al.  Atmospheric particles acting as ice forming nuclei in different size ranges and cloud condensation nuclei measurements , 2009 .

[50]  G. McFarquhar,et al.  Ice nuclei characteristics from M‐PACE and their relation to ice formation in clouds , 2009 .

[51]  Harald Saathoff,et al.  A comprehensive parameterization of heterogeneous ice nucleation of dust surrogate: laboratory study with hematite particles and its application to atmospheric models , 2014 .

[52]  A. Bertram,et al.  Comparative measurements of ambient atmospheric concentrations of ice nucleating particles using multiple immersion freezing methods and a continuous flow diffusion chamber , 2017 .

[53]  S. Kreidenweis,et al.  Ice‐nucleating particle emissions from biomass combustion and the potential importance of soot aerosol , 2016 .

[54]  R. Sullivan,et al.  A new multicomponent heterogeneous ice nucleation model and its application to Snomax bacterial particles and a Snomax–illite mineral particle mixture , 2017 .

[55]  U. Lohmann,et al.  Ice Nucleating Particle Measurements at 241 K during Winter Months at 3580 m MSL in the Swiss Alps , 2016 .

[56]  H. Bauer,et al.  Suspendable macromolecules are responsible for ice nucleation activity of birch and conifer pollen , 2012 .

[57]  H. Bingemer,et al.  A new method for sampling of atmospheric ice nuclei with subsequent analysis in a static diffusion chamber , 2010 .

[58]  Corinna Hoose,et al.  Ice nucleation activity of agricultural soil dust aerosols from Mongolia, Argentina, and Germany , 2016 .

[59]  B. Murray,et al.  A technique for quantifying heterogeneous ice nucleation in microlitre supercooled water droplets , 2014 .

[60]  Chien Wang,et al.  Uncertainty in counting ice nucleating particles with continuous flow diffusion chambers , 2017 .

[61]  T. Leisner,et al.  A comparative study of K-rich and Na/Ca-rich feldspar ice-nucleatingparticles in a nanoliter droplet freezing assay , 2016 .

[62]  Sonia M. Kreidenweis,et al.  Ice nucleation by surrogates for atmospheric mineral dust and mineral dust/sulfate particles at cirrus temperatures , 2005 .

[63]  Effect of particle surface area on ice active site densities retrieved fromdroplet freezing spectra , 2016 .

[64]  G. Langer,et al.  An Experimental Study of the Detection of Ice Nuclei on Membrane Filters and Other Substrata , 1975 .

[65]  A. Laskin,et al.  Ice nucleation activity of diesel soot particles at cirrus relevant temperature conditions: Effects of hydration, secondary organics coating, soot morphology, and coagulation , 2016 .

[66]  P. Field,et al.  Atmospheric Ice‐Nucleating Particles in the Dusty Tropical Atlantic , 2018 .

[67]  U. Lohmann,et al.  Laboratory studies of immersion and deposition mode ice nucleation of ozone aged mineral dust particles , 2013 .

[68]  P. Connolly,et al.  Investigating the discrepancy between wet-suspension- and dry-dispersion-derived ice nucleation efficiency of mineral particles , 2015 .

[69]  A. Mangold,et al.  Experimental investigation of homogeneous freezing of sulphuric acid particles in the aerosol chamber AIDA , 2002 .

[70]  O. Möhler,et al.  T-dependent rate measurements of homogeneous ice nucleation in cloud droplets using a large atmospheric simulation chamber , 2005 .

[71]  Z. Levin,et al.  Some Basic Characteristics of Bacterial Freezing Nuclei , 1981 .

[72]  T. Schiebel Ice Nucleation Activity of Soil Dust Aerosols , 2017 .

[73]  C. Marcolli Deposition nucleation viewed as homogeneous or immersion freezing in pores and cavities , 2013 .

[74]  U. Lohmann,et al.  Immersion mode ice nucleation measurements with the new Portable Immersion Mode Cooling chAmber (PIMCA) , 2016 .

[75]  P. Yang,et al.  Using depolarization to quantify ice nucleating particle concentrations: a new method , 2017 .

[76]  S. Brooks,et al.  Single Particle Measurements of the Optical Properties of Small Ice Crystals and Heterogeneous Ice Nuclei , 2014 .

[77]  T. Storelvmo,et al.  Observational constraints on mixed-phase clouds imply higher climate sensitivity , 2015, Science.

[78]  G. Vali Quantitative Evaluation of Experimental Results an the Heterogeneous Freezing Nucleation of Supercooled Liquids , 1971 .

[79]  Paul J. DeMott,et al.  A Particle-Surface-Area-Based Parameterization of Immersion Freezing on Desert Dust Particles , 2012 .

[80]  E. Bigg Measurement of concentrations of natural ice nuclei , 1990 .

[81]  F. Belosi,et al.  Ice-forming nuclei in Antarctica: New and past measurements , 2014 .

[82]  Timothy P. Wright,et al.  The role of time in heterogeneous freezing nucleation , 2013 .