Articles | Volume 21, issue 1
https://doi.org/10.5194/acp-21-561-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-21-561-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
On the ice-nucleating potential of warm hydrometeors in mixed-phase clouds
Institute for Hydromechanics, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
Agathe Chouippe
Institute for Hydromechanics, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
now at: ICube, Fluid Mechanics Group, Université de Strasbourg, Strasbourg, France
Markus Uhlmann
Institute for Hydromechanics, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
Jan Dušek
ICube, Fluid Mechanics Group, Université de Strasbourg, Strasbourg, France
Thomas Leisner
Institute of Meteorology and Climate Research, Atmospheric Aerosol Research Department, Karlsruhe Institute of Technology (KIT),
Eggenstein-Leopoldshafen, Germany
Related authors
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Alexander Böhmländer, Larissa Lacher, David Brus, Konstantinos-Matthaios Doulgeris, Zoé Brasseur, Matthew Boyer, Joel Kuula, Thomas Leisner, and Ottmar Möhler
Atmos. Meas. Tech., 18, 3959–3971, https://doi.org/10.5194/amt-18-3959-2025, https://doi.org/10.5194/amt-18-3959-2025, 2025
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Clouds and aerosol are important for weather and climate. Typically, pure water cloud droplets stay liquid until around −35 °C, unless they come into contact with ice-nucleating particles (INPs). INPs are a rare subset of aerosol particles. Using uncrewed aerial vehicles (UAVs), it is possible to collect aerosol particles and analyse their ice-nucleating ability. This study describes the test and validation of a sampling set-up that can be used to collect aerosol particles onto a filter.
Alexander Julian Böhmländer, Larissa Lacher, Kristina Höhler, David Brus, Konstantinos-Matthaios Doulgeris, Jessica Girdwood, Thomas Leisner, and Ottmar Möhler
Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2025-87, https://doi.org/10.5194/essd-2025-87, 2025
Revised manuscript under review for ESSD
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Clouds play a key role in weather and climate. Pure liquid water droplets are liquid until about -35 °C without the presence of a small subset of aerosols, ice-nucleating particles (INPs). These INPs lead to primary ice formation and therefore impact the phase of clouds. The dataset described herein provides INP concentration measurements at two altitudes. Connecting this data to synoptic conditions and ambient data might provide a better understanding of INPs in Finnish Lapland.
Feng Jiang, Harald Saathoff, Uzoamaka Ezenobi, Junwei Song, Hengheng Zhang, Linyu Gao, and Thomas Leisner
Atmos. Chem. Phys., 25, 1917–1930, https://doi.org/10.5194/acp-25-1917-2025, https://doi.org/10.5194/acp-25-1917-2025, 2025
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The chemical composition of brown carbon in the particle and gas phase was determined by mass spectrometry. BrC in the gas phase was mainly controlled by secondary formation and particle-to-gas partitioning. BrC in the particle phase was mainly from secondary formation. This work helps to get a better understanding of diurnal variations and the sources of brown carbon aerosol at a rural location in central Europe.
Junwei Song, Georgios I. Gkatzelis, Ralf Tillmann, Nicolas Brüggemann, Thomas Leisner, and Harald Saathoff
Atmos. Chem. Phys., 24, 13199–13217, https://doi.org/10.5194/acp-24-13199-2024, https://doi.org/10.5194/acp-24-13199-2024, 2024
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Biogenic volatile organic compounds (BVOCs) and organic aerosol (OA) particles were measured online in a stressed spruce-dominated forest. OA was mainly attributed to the monoterpene oxidation products. The mixing ratios of BVOCs were higher than the values previously measured in other temperate forests. The results demonstrate that BVOCs are influenced not only by meteorology and biogenic emissions but also by local anthropogenic emissions and subsequent chemical transformation processes.
Hengheng Zhang, Wei Huang, Xiaoli Shen, Ramakrishna Ramisetty, Junwei Song, Olga Kiseleva, Christopher Claus Holst, Basit Khan, Thomas Leisner, and Harald Saathoff
Atmos. Chem. Phys., 24, 10617–10637, https://doi.org/10.5194/acp-24-10617-2024, https://doi.org/10.5194/acp-24-10617-2024, 2024
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Our study unravels how stagnant winter conditions elevate aerosol levels in Stuttgart. Cloud cover at night plays a pivotal role, impacting morning air quality. Validating a key model, our findings aid accurate air quality predictions, crucial for effective pollution mitigation in urban areas.
Junwei Song, Harald Saathoff, Feng Jiang, Linyu Gao, Hengheng Zhang, and Thomas Leisner
Atmos. Chem. Phys., 24, 6699–6717, https://doi.org/10.5194/acp-24-6699-2024, https://doi.org/10.5194/acp-24-6699-2024, 2024
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This study presents concurrent online measurements of organic gas and particles (VOCs and OA) at a forested site in summer. Both VOCs and OA were largely contributed by oxygenated organic compounds. Semi-volatile oxygenated OA and organic nitrate formed from monoterpenes and sesquiterpenes contributed significantly to nighttime particle growth. The results help us to understand the causes of nighttime particle growth regularly observed in summer in central European rural forested environments.
Hengheng Zhang, Christian Rolf, Ralf Tillmann, Christian Wesolek, Frank Gunther Wienhold, Thomas Leisner, and Harald Saathoff
Aerosol Research, 2, 135–151, https://doi.org/10.5194/ar-2-135-2024, https://doi.org/10.5194/ar-2-135-2024, 2024
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Our study employs advanced tools, including scanning lidar, balloons, and UAVs, to explore aerosol particles in the atmosphere. The scanning lidar offers distinctive near-ground-level insights, enriching our comprehension of aerosol distribution from ground level to the free troposphere. This research provides valuable data for comparing remote sensing and in situ aerosol measurements, advancing our understanding of aerosol impacts on radiative transfer, clouds, and air quality.
Johanna S. Seidel, Alexei A. Kiselev, Alice Keinert, Frank Stratmann, Thomas Leisner, and Susan Hartmann
Atmos. Chem. Phys., 24, 5247–5263, https://doi.org/10.5194/acp-24-5247-2024, https://doi.org/10.5194/acp-24-5247-2024, 2024
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Clouds often contain several thousand times more ice crystals than aerosol particles catalyzing ice formation. This phenomenon, commonly known as ice multiplication, is often explained by secondary ice formation due to the collisions between falling ice particles and droplets. In this study, we mimic this riming process. Contrary to earlier experiments, we found no efficient ice multiplication, which fundamentally questions the importance of the rime-splintering mechanism.
Feng Jiang, Kyla Siemens, Claudia Linke, Yanxia Li, Yiwei Gong, Thomas Leisner, Alexander Laskin, and Harald Saathoff
Atmos. Chem. Phys., 24, 2639–2649, https://doi.org/10.5194/acp-24-2639-2024, https://doi.org/10.5194/acp-24-2639-2024, 2024
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We investigated the optical properties, chemical composition, and formation mechanisms of secondary organic aerosol (SOA) and brown carbon (BrC) from the oxidation of indole with and without NO2 in the Aerosol Interaction and Dynamics in the Atmosphere (AIDA) simulation chamber. This work is one of the very few to link the optical properties and chemical composition of indole SOA with and without NO2 by simulation chamber experiments.
Yiwei Gong, Feng Jiang, Yanxia Li, Thomas Leisner, and Harald Saathoff
Atmos. Chem. Phys., 24, 167–184, https://doi.org/10.5194/acp-24-167-2024, https://doi.org/10.5194/acp-24-167-2024, 2024
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This study investigates the role of the important atmospheric reactive intermediates in the formation of dimers and aerosol in monoterpene ozonolysis at different temperatures. Through conducting a series of chamber experiments and utilizing chemical kinetic and aerosol dynamic models, the SOA formation processes are better described, especially for colder regions. The results can be used to improve the chemical mechanism modeling of monoterpenes and SOA parameterization in transport models.
Mohit Singh, Stephanie Helen Jones, Alexei Kiselev, Denis Duft, and Thomas Leisner
Atmos. Meas. Tech., 16, 5205–5215, https://doi.org/10.5194/amt-16-5205-2023, https://doi.org/10.5194/amt-16-5205-2023, 2023
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We introduce a novel method for simultaneous measurement of the viscosity and surface tension of metastable liquids. Our approach is based on the phase analysis of excited shape oscillations in levitated droplets. It is applicable to a wide range of atmospheric conditions and can monitor changes in real time. The technique holds great promise for investigating the effect of atmospheric processing on the viscosity and surface tension of solution droplets in equilibrium with water vapour.
Feng Jiang, Junwei Song, Jonas Bauer, Linyu Gao, Magdalena Vallon, Reiner Gebhardt, Thomas Leisner, Stefan Norra, and Harald Saathoff
Atmos. Chem. Phys., 22, 14971–14986, https://doi.org/10.5194/acp-22-14971-2022, https://doi.org/10.5194/acp-22-14971-2022, 2022
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We studied brown carbon aerosol during typical summer and winter periods in downtown Karlsruhe in southwestern Germany. The chromophore and chemical composition of brown carbon was determined by excitation–emission spectroscopy and mass spectrometry. The chromophore types and sources were substantially different in winter and summer. Humic-like chromophores of different degrees of oxidation dominated and were associated with molecules of different molecular weight and nitrogen content.
Fritz Waitz, Martin Schnaiter, Thomas Leisner, and Emma Järvinen
Atmos. Chem. Phys., 22, 7087–7103, https://doi.org/10.5194/acp-22-7087-2022, https://doi.org/10.5194/acp-22-7087-2022, 2022
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Riming, i.e., the accretion of small droplets on the surface of ice particles via collision, is one of the major uncertainties in model prediction of mixed-phase clouds. We discuss the occurrence (up to 50% of particles) and aging of rimed ice particles and show correlations of the occurrence and the degree of riming with ambient meteorological parameters using data gathered by the Particle Habit Imaging and Polar Scattering (PHIPS) probe during three airborne in situ field campaigns.
Linyu Gao, Junwei Song, Claudia Mohr, Wei Huang, Magdalena Vallon, Feng Jiang, Thomas Leisner, and Harald Saathoff
Atmos. Chem. Phys., 22, 6001–6020, https://doi.org/10.5194/acp-22-6001-2022, https://doi.org/10.5194/acp-22-6001-2022, 2022
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We study secondary organic aerosol (SOA) from β-caryophyllene (BCP) ozonolysis with and without nitrogen oxides over 213–313 K in the simulation chamber. The yields and the rate constants were determined at 243–313 K. Chemical compositions varied at different temperatures, indicating a strong impact on the BCP ozonolysis pathways. This work helps to better understand the SOA from BCP ozonolysis for conditions representative of the real atmosphere from the boundary layer to the upper troposphere.
Magdalena Vallon, Linyu Gao, Feng Jiang, Bianca Krumm, Jens Nadolny, Junwei Song, Thomas Leisner, and Harald Saathoff
Atmos. Meas. Tech., 15, 1795–1810, https://doi.org/10.5194/amt-15-1795-2022, https://doi.org/10.5194/amt-15-1795-2022, 2022
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A LED-based light source has been constructed for the AIDA simulation chamber at the Karlsruhe Institute of Technology. It allows aerosol formation and ageing studies under atmospherically relevant illumination intensities and spectral characteristics at temperatures from –90 °C to 30 °C with the possibility of changing the photon flux and irradiation spectrum at any point. The first results of photolysis experiments with 2,3-pentanedione, iron oxalate and a brown carbon component are shown.
Ulrich Platt, Thomas Wagner, Jonas Kuhn, and Thomas Leisner
Atmos. Meas. Tech., 14, 6867–6883, https://doi.org/10.5194/amt-14-6867-2021, https://doi.org/10.5194/amt-14-6867-2021, 2021
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Absorption spectroscopy of scattered sunlight is extremely useful for the analysis of atmospheric trace gas distributions. A central parameter for the achievable sensitivity of spectroscopic instruments is the light throughput, which can be enhanced in a number of ways. We present new ideas and considerations of how instruments could be optimized. Particular emphasis is on arrays of massively parallel instruments. Such arrays can reduce the size and weight of instruments by orders of magnitude.
Julia Schneider, Kristina Höhler, Robert Wagner, Harald Saathoff, Martin Schnaiter, Tobias Schorr, Isabelle Steinke, Stefan Benz, Manuel Baumgartner, Christian Rolf, Martina Krämer, Thomas Leisner, and Ottmar Möhler
Atmos. Chem. Phys., 21, 14403–14425, https://doi.org/10.5194/acp-21-14403-2021, https://doi.org/10.5194/acp-21-14403-2021, 2021
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Homogeneous freezing is a relevant mechanism for the formation of cirrus clouds in the upper troposphere. Based on an extensive set of homogeneous freezing experiments at the AIDA chamber with aqueous sulfuric acid aerosol, we provide a new fit line for homogeneous freezing onset conditions of sulfuric acid aerosol focusing on cirrus temperatures. In the atmosphere, homogeneous freezing thresholds have important implications on the cirrus cloud occurrence and related cloud radiative effects.
Alexei A. Kiselev, Alice Keinert, Tilia Gaedeke, Thomas Leisner, Christoph Sutter, Elena Petrishcheva, and Rainer Abart
Atmos. Chem. Phys., 21, 11801–11814, https://doi.org/10.5194/acp-21-11801-2021, https://doi.org/10.5194/acp-21-11801-2021, 2021
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Alkali feldspar is the most abundant mineral in the Earth's crust and is often present in mineral dust aerosols that are responsible for the formation of rain and snow in clouds. However, the cloud droplets containing pure potassium-rich feldspar would not freeze unless cooled down to a very low temperature. Here we show that partly replacing potassium with sodium would induce fracturing of feldspar, exposing a crystalline surface that could initiate freezing at higher temperature.
Hengheng Zhang, Frank Wagner, Harald Saathoff, Heike Vogel, Gholam Ali Hoshyaripour, Vanessa Bachmann, Jochen Förstner, and Thomas Leisner
Atmos. Meas. Tech. Discuss., https://doi.org/10.5194/amt-2021-193, https://doi.org/10.5194/amt-2021-193, 2021
Revised manuscript not accepted
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The evolution and the properties of Saharan dust plume were characterized by LIDARs, a sun photometer, and a regional transport model. Comparison between LIDAR measurements, sun photometer and ICON-ART predictions shows a good agreement for dust arrival time, dust layer height, and dust structure but also that the model overestimates the backscatter coefficients by a factor of (2.2 ± 0.16) and underestimate aerosol optical depth by a factor of (1.5 ± 0.11).
Barbara Bertozzi, Robert Wagner, Junwei Song, Kristina Höhler, Joschka Pfeifer, Harald Saathoff, Thomas Leisner, and Ottmar Möhler
Atmos. Chem. Phys., 21, 10779–10798, https://doi.org/10.5194/acp-21-10779-2021, https://doi.org/10.5194/acp-21-10779-2021, 2021
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Internally mixed particles composed of sulfate and organics are among the most abundant aerosol types. Their ice nucleation (IN) ability influences the formation of cirrus and, thus, the climate. We show that the presence of a thin organic coating suppresses the heterogeneous IN ability of crystalline ammonium sulfate particles. However, the IN ability of the same particle can substantially change if subjected to atmospheric processing, mainly due to differences in the resulting morphology.
Fritz Waitz, Martin Schnaiter, Thomas Leisner, and Emma Järvinen
Atmos. Meas. Tech., 14, 3049–3070, https://doi.org/10.5194/amt-14-3049-2021, https://doi.org/10.5194/amt-14-3049-2021, 2021
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A major challenge in the observations of mixed-phase clouds remains the phase discrimination and sizing of cloud droplets and ice crystals, especially for particles with diameters smaller than 0.1 mm. Here, we present a new method to derive the phase and size of single cloud particles using their angular-light-scattering information. Comparisons with other in situ instruments in three case studies show good agreement.
Julia Schneider, Kristina Höhler, Paavo Heikkilä, Jorma Keskinen, Barbara Bertozzi, Pia Bogert, Tobias Schorr, Nsikanabasi Silas Umo, Franziska Vogel, Zoé Brasseur, Yusheng Wu, Simo Hakala, Jonathan Duplissy, Dmitri Moisseev, Markku Kulmala, Michael P. Adams, Benjamin J. Murray, Kimmo Korhonen, Liqing Hao, Erik S. Thomson, Dimitri Castarède, Thomas Leisner, Tuukka Petäjä, and Ottmar Möhler
Atmos. Chem. Phys., 21, 3899–3918, https://doi.org/10.5194/acp-21-3899-2021, https://doi.org/10.5194/acp-21-3899-2021, 2021
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By triggering the formation of ice crystals, ice-nucleating particles (INP) strongly influence cloud formation. Continuous, long-term measurements are needed to characterize the atmospheric INP variability. Here, a first long-term time series of INP spectra measured in the boreal forest for more than 1 year is presented, showing a clear seasonal cycle. It is shown that the seasonal dependency of INP concentrations and prevalent INP types is driven by the abundance of biogenic aerosol.
Robert Wagner, Baptiste Testa, Michael Höpfner, Alexei Kiselev, Ottmar Möhler, Harald Saathoff, Jörn Ungermann, and Thomas Leisner
Atmos. Meas. Tech., 14, 1977–1991, https://doi.org/10.5194/amt-14-1977-2021, https://doi.org/10.5194/amt-14-1977-2021, 2021
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During the Asian summer monsoon period, air pollutants are transported from layers near the ground to high altitudes of 13 to 18 km in the atmosphere. Infrared measurements have shown that particles composed of solid ammonium nitrate are a major part of these pollutants. To enable the quantitative analysis of the infrared spectra, we have determined for the first time accurate optical constants of ammonium nitrate for the low-temperature conditions of the upper atmosphere.
Alexei Korolev and Thomas Leisner
Atmos. Chem. Phys., 20, 11767–11797, https://doi.org/10.5194/acp-20-11767-2020, https://doi.org/10.5194/acp-20-11767-2020, 2020
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Secondary ice production (SIP) plays a key role in the formation of ice particles in tropospheric clouds. This work presents a critical review of the laboratory studies related to secondary ice production. It aims to identify gaps in our knowledge of SIP as well as to stimulate further laboratory studies focused on obtaining a quantitative description of efficiencies for each SIP mechanism.
Isabelle Steinke, Naruki Hiranuma, Roger Funk, Kristina Höhler, Nadine Tüllmann, Nsikanabasi Silas Umo, Peter G. Weidler, Ottmar Möhler, and Thomas Leisner
Atmos. Chem. Phys., 20, 11387–11397, https://doi.org/10.5194/acp-20-11387-2020, https://doi.org/10.5194/acp-20-11387-2020, 2020
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In this study, we highlight the potential impact of particles from certain terrestrial sources on the formation of ice crystals in clouds. In particular, we focus on biogenic particles consisting of various organic compounds, which makes it very difficult to predict the ice nucleation properties of complex ambient particles. We find that these ambient particles are often more ice active than individual components.
Cited articles
Al-Naimi, R. and Saunders, C. P. R.: Measurements of Natural Deposition and
Condensation-Freezing Ice Nuclei with a Continuous Flow Chamber, Atmos.
Environ., 19, 1871–1882, https://doi.org/10.1016/0004-6981(85)90012-5, 1985. a
Auer, A. H., Veal, D. L., and Marwitz, J. D.: Observations of Ice Crystal
and Ice Nuclei Concentrations in Stable Cap Clouds, J.
Atmos. Sci., 26, 1342–1343,
https://doi.org/10.1175/1520-0469(1969)026<1342:OOICAI>2.0.CO;2, 1969. a
Bacon, N. J., Swanson, B. D., Baker, M. B., and Davis, E. J.: Breakup of
Levitated Frost Particles, J. Geophys. Res.-Atmos., 103,
13763–13775, https://doi.org/10.1029/98JD01162, 1998. a
Bagchi, P. and Kottam, K.: Effect of Freestream Isotropic Turbulence on Heat
Transfer from a Sphere, Phys. Fluids, 20, 073305,
https://doi.org/10.1063/1.2963138, 2008. a
Bagchi, P., Ha, M. Y., and Balachandar, S.: Direct Numerical Simulation of
Flow and Heat Transfer From a Sphere in a Uniform
Cross-Flow, J. Fluids Eng., 123, 347–358,
https://doi.org/10.1115/1.1358844, 2001. a
Bouchet, G., Mebarek, M., and Dušek, J.: Hydrodynamic Forces Acting on a
Rigid Fixed Sphere in Early Transitional Regimes, Eur. J.
Mech.-B Fluid., 25, 321–336, https://doi.org/10.1016/j.euromechflu.2005.10.001,
2006. a
Chouippe, A., Krayer, M., Uhlmann, M., Dušek, J., Kiselev, A., and
Leisner, T.: Heat and Water Vapor Transfer in the Wake of a Falling Ice
Sphere and Its Implication for Secondary Ice Formation in Clouds, New J. Phys., 21, 043043, https://doi.org/10.1088/1367-2630/ab0a94, 2019. a, b, c, d, e, f, g, h, i, j, k
de Stadler, M. B., Rapaka, N. R., and Sarkar, S.: Large Eddy Simulation of
the near to Intermediate Wake of a Heated Sphere at Re = 10,000,
Int. J. Heat Fluid Fl., 49, 2–10,
https://doi.org/10.1016/j.ijheatfluidflow.2014.05.013, 2014. a
Dye, J. E. and Hobbs, P. V.: The Influence of Environmental Parameters
on the Freezing and Fragmentation of Suspended Water Drops,
J. Atmos. Sci., 25, 82–96,
https://doi.org/10.1175/1520-0469(1968)025<0082:TIOEPO>2.0.CO;2, 1968. a
Field, P. R., Lawson, R. P., Brown, P. R. A., Lloyd, G., Westbrook, C.,
Moisseev, D., Miltenberger, A., Nenes, A., Blyth, A., Choularton, T.,
Connolly, P., Buehl, J., Crosier, J., Cui, Z., Dearden, C., DeMott, P.,
Flossmann, A., Heymsfield, A., Huang, Y., Kalesse, H., Kanji, Z. A., Korolev,
A., Kirchgaessner, A., Lasher-Trapp, S., Leisner, T., McFarquhar, G.,
Phillips, V., Stith, J., and Sullivan, S.: Secondary Ice Production:
Current State of the Science and Recommendations for the
Future, Meteorol. Monogr., 58, 7.1–7.20,
https://doi.org/10.1175/AMSMONOGRAPHS-D-16-0014.1, 2017. a, b
Fletcher, N. H.: Size Effect in Heterogeneous Nucleation, J. Chem. Phys., 29, 572–576, https://doi.org/10.1063/1.1744540, 1958. a
Ghidersa, B. and Dušek, J.: Breaking of Axisymmetry and Onset of
Unsteadiness in the Wake of a Sphere, J. Fluid Mech., 423,
33–69, https://doi.org/10.1017/S0022112000001701, 2000. a, b
Gordon, G. L. and Marwitz, J. D.: An Airborne Comparison of Three PMS
Probes, J. Atmos. Ocean. Tech., 1, 22–27,
https://doi.org/10.1175/1520-0426(1984)001<0022:AACOTP>2.0.CO;2, 1984. a
Greenan, B. J. W. and List, R.: Experimental Closure of the Heat and
Mass Transfer Theory of Spheroidal Hailstones, J.
Atmos. Sci., 52, 3797–3815,
https://doi.org/10.1175/1520-0469(1995)052<3797:ECOTHA>2.0.CO;2, 1995. a
Hallett, J. and Mossop, S. C.: Production of Secondary Ice Particles during the
Riming Process, Nature, 249, 26–28, https://doi.org/10.1038/249026a0, 1974. a
Herzegh, P. H. and Hobbs, P. V.: Size Spectra of Ice Particles in Frontal
Clouds: Correlations between Spectrum Shape and Cloud Conditions,
Q. J. Roy. Meteor. Soc., 111, 463–477,
https://doi.org/10.1002/qj.49711146810, 1985. a
Heymsfield, A. J., Bansemer, A., Field, P. R., Durden, S. L., Stith, J. L.,
Dye, J. E., Hall, W., and Grainger, C. A.: Observations and
Parameterizations of Particle Size Distributions in Deep Tropical
Cirrus and Stratiform Precipitating Clouds: Results from In Situ
Observations in TRMM Field Campaigns, J. Atmos.
Sci., 59, 3457–3491,
https://doi.org/10.1175/1520-0469(2002)059<3457:OAPOPS>2.0.CO;2, 2002. a
Hobbs, P. V.: Ice Multiplication in Clouds, J. Atmos.
Sci., 26, 315–318, https://doi.org/10.1175/1520-0469(1969)026<0315:IMIC>2.0.CO;2,
1969. a
Hobbs, P. V. and Alkezweeny, A. J.: The Fragmentation of Freezing Water
Droplets in Free Fall, J. Atmos. Sci., 25,
881–888, https://doi.org/10.1175/1520-0469(1968)025<0881:TFOFWD>2.0.CO;2, 1968. a
Hobbs, P. V. and Rangno, A. L.: Ice Particle Concentrations in Clouds,
J. Atmos. Sci., 42, 2523–2549,
https://doi.org/10.1175/1520-0469(1985)042<2523:IPCIC>2.0.CO;2, 1985. a
Hogan, R. J., Field, P. R., Illingworth, A. J., Cotton, R. J., and Choularton,
T. W.: Properties of Embedded Convection in Warm-Frontal Mixed-Phase Cloud
from Aircraft and Polarimetric Radar, Q. J. Roy.
Meteor. Soc., 128, 451–476, https://doi.org/10.1256/003590002321042054,
2002. a, b
Homann, H. and Bec, J.: Concentrations of Inertial Particles in the Turbulent
Wake of an Immobile Sphere, Phys. Fluids, 27, 053301,
https://doi.org/10.1063/1.4919723, 2015. a
Hoose, C. and Möhler, O.: Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments, Atmos. Chem. Phys., 12, 9817–9854, https://doi.org/10.5194/acp-12-9817-2012, 2012. a, b
Houze, R. A., Hobbs, P. V., Herzegh, P. H., and Parsons, D. B.: Size
Distributions of Precipitation Particles in Frontal Clouds,
J. Atmos. Sci., 36, 156–162,
https://doi.org/10.1175/1520-0469(1979)036<0156:SDOPPI>2.0.CO;2, 1979. a, b, c, d
Jenny, M. and Dušek, J.: Efficient Numerical Method for the Direct
Numerical Simulation of the Flow Past a Single Light Moving Spherical Body in
Transitional Regimes, J. Comput. Phys., 194, 215–232,
https://doi.org/10.1016/j.jcp.2003.09.004, 2004. a
Jenny, M., Dušek, J., and Bouchet, G.: Instabilities and Transition of a
Sphere Falling or Ascending Freely in a Newtonian Fluid, J. Fluid
Mech., 508, 201–239, https://doi.org/10.1017/S0022112004009164, 2004. a
Johnson, T. A. and Patel, V. C.: Flow Past a Sphere up to a Reynolds Number
of 300, J. Fluid Mech., 378, 19–70,
https://doi.org/10.1017/S0022112098003206, 1999. a, b
Koenig, L. R.: The Glaciating Behavior of Small Cumulonimbus Clouds,
J. Atmos. Sci., 20, 29–47,
https://doi.org/10.1175/1520-0469(1963)020<0029:TGBOSC>2.0.CO;2, 1963. a
Korolev, A., Heckman, I., Wolde, M., Ackerman, A. S., Fridlind, A. M., Ladino, L. A., Lawson, R. P., Milbrandt, J., and Williams, E.: A new look at the environmental conditions favorable to secondary ice production, Atmos. Chem. Phys., 20, 1391–1429, https://doi.org/10.5194/acp-20-1391-2020, 2020. a
Kotouč, M., Bouchet, G., and Dušek, J.: Loss of Axisymmetry in the
Mixed Convection, Assisting Flow Past a Heated Sphere, Int. J. Heat Mass Tran., 51, 2686–2700,
https://doi.org/10.1016/j.ijheatmasstransfer.2007.10.005, 2008. a
Kotouč, M., Bouchet, G., and Dušek, J.: Transition to Turbulence in
the Wake of a Fixed Sphere in Mixed Convection, J. Fluid Mech.,
625, 205, https://doi.org/10.1017/S0022112008005557, 2009. a
Marshall, J. S. and Palmer, W. M. K.: The Distribution of Raindrops with Size,
J. Meteorol., 5, 165–166,
https://doi.org/10.1175/1520-0469(1948)005<0165:TDORWS>2.0.CO;2, 1948. a
Meyers, M. P., DeMott, P. J., and Cotton, W. R.: New Primary
Ice-Nucleation Parameterizations in an Explicit Cloud Model,
J. Appl. Meteorol., 31, 708–721,
https://doi.org/10.1175/1520-0450(1992)031<0708:NPINPI>2.0.CO;2, 1992. a, b, c
Mossop, S. C.: The Origin and Concentration of Ice Crystals in
Clouds, B. Am. Meteorol. Soc., 66, 264–273,
https://doi.org/10.1175/1520-0477(1985)066<0264:TOACOI>2.0.CO;2, 1985. a
Murphy, D. M. and Koop, T.: Review of the Vapour Pressures of Ice and
Supercooled Water for Atmospheric Applications, Q. J.
Roy. Meteor. Soc., 131, 1539–1565, https://doi.org/10.1256/qj.04.94, 2005. a
Nix, N. and Fukuta, N.: Nonsteady-State Kinetics of Droplet Growth in
Cloud Physics, J. Atmos. Sci., 31, 1334–1343,
https://doi.org/10.1175/1520-0469(1974)031<1334:NSKODG>2.0.CO;2, 1974. a
Ormières, D. and Provansal, M.: Transition to Turbulence in the
Wake of a Sphere, Phys. Rev. Lett., 83, 6–9,
https://doi.org/10.1103/PhysRevLett.83.80, 1999. a
Passarelli, R. E.: Theoretical and Observational Study of Snow-Size
Spectra and Snowflake Aggregation Efficiencies, J.
Atmos. Sci., 35, 882–889,
https://doi.org/10.1175/1520-0469(1978)035<0882:TAOSOS>2.0.CO;2, 1978. a, b
Patade, S., Prabha, T. V., Axisa, D., Gayatri, K., and Heymsfield, A.: Particle
Size Distribution Properties in Mixed-Phase Monsoon Clouds from in Situ
Measurements during CAIPEEX, J. Geophys. Res.-Atmos., 120, 10418–10440, https://doi.org/10.1002/2015JD023375, 2015. a
Patera, A. T.: A Spectral Element Method for Fluid Dynamics: Laminar Flow
in a Channel Expansion, J. Comput. Phys., 54, 468–488,
https://doi.org/10.1016/0021-9991(84)90128-1, 1984. a
Prabhakaran, P., Weiss, S., Krekhov, A., Pumir, A., and Bodenschatz, E.: Can
Hail and Rain Nucleate Cloud Droplets?, Phys. Rev. Lett., 119,
128701, https://doi.org/10.1103/PhysRevLett.119.128701, 2017. a
Prabhakaran, P., Kinney, G., Cantrell, W., Shaw, R. A., and Bodenschatz, E.:
High Supersaturation in the Wake of Falling Hydrometeors:
Implications for Cloud Invigoration and Ice Nucleation,
Geophys. Res. Lett., 47, e2020GL088055,
https://doi.org/10.1029/2020GL088055, 2020. a, b, c, d, e, f, g, h, i, j
Pruppacher, H. R. and Klett, J. D.: Microphysics of Clouds and
Precipitation, Springer, the Netherlands, https://doi.org/10.1007/978-0-306-48100-0,
2010. a, b
Rangno, A. L. and Hobbs, P. V.: Ice Particle Concentrations and Precipitation
Development in Small Polar Maritime Cumuliform Clouds, Q. J.
Roy. Meteor. Soc., 117, 207–241,
https://doi.org/10.1002/qj.49711749710, 1991. a
Rønquist, E. M.: Optimal Spectral Element Methods for the Unsteady
Three-Dimensional Incompressible Navier-Stokes Equations, PhD
thesis, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA, 1988. a
Schaller, R. C. and Fukuta, N.: Ice Nucleation by Aerosol Particles:
Experimental Studies Using a Wedge-Shaped Ice Thermal Diffusion
Chamber, J. Atmos. Sci., 36, 1788–1802,
https://doi.org/10.1175/1520-0469(1979)036<1788:INBAPE>2.0.CO;2, 1979. a
Schiller, L. and Naumann, A.: Über Die Grundlegenden Berechnungen Bei Der
Schwerkraftaufbereitung, Z. Ver. Dtsch. Ing, 77, 318–320, 1933. a
Takahashi, T., Nagao, Y., and Kushiyama, Y.: Possible High Ice Particle
Production during Graupel–Graupel Collisions, J.
Atmos. Sci., 52, 4523–4527,
https://doi.org/10.1175/1520-0469(1995)052<4523:PHIPPD>2.0.CO;2, 1995.
a
Vardiman, L.: The Generation of Secondary Ice Particles in Clouds
by Crystal–Crystal Collision, J. Atmos.
Sci., 35, 2168–2180,
https://doi.org/10.1175/1520-0469(1978)035<2168:TGOSIP>2.0.CO;2, 1978. a
Zhou, W. and Dušek, J.: Chaotic States and Order in the Chaos of the Paths
of Freely Falling and Ascending Spheres, Int. J. Multiphas.
Flow, 75, 205–223, https://doi.org/10.1016/j.ijmultiphaseflow.2015.05.010, 2015. a
Short summary
We address the phenomenon of ice enhancement in the vicinity of warm hydrometeors using highly accurate flow simulation techniques. It is found that the transiently supersaturated zones induced by the hydrometeor's wake are by far larger than what has been previously estimated. The ice enhancement is quantified on the micro- and macroscale, and its relevance is discussed. The results provided may contribute to a (currently unavailable) parametrization of the phenomenon.
We address the phenomenon of ice enhancement in the vicinity of warm hydrometeors using highly...
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