New insights into ice multiplication using remote-sensing observations of slightly supercooled mixed-phase clouds in the Arctic
Abstract
Secondary ice production (SIP) can significantly enhance ice particle number concentrations in mixed-phase clouds, resulting in a substantial impact on ice mass flux and evolution of cold cloud systems. SIP is especially important at temperatures warmer than –10 °C, for which primary ice nucleation lacks a significant number of efficient ice nucleating particles. However, determining the climatological significance of SIP has proved difficult using existing observational methods. Here we quantify the long-term occurrence of secondary ice events and their multiplication factors in slightly supercooled clouds using a multisensor, remote-sensing technique applied to 6 y of ground-based radar measurements in the Arctic. Further, we assess the potential contribution of the underlying mechanisms of rime splintering and freezing fragmentation. Our results show that the occurrence frequency of secondary ice events averages to <10% over the entire period. Although infrequent, the events can have a significant impact in a local region when they do occur, with up to a 1,000-fold enhancement in ice number concentration. We show that freezing fragmentation, which appears to be enhanced by updrafts, is more efficient for SIP than the better-known rime-splintering process. Furthermore, our field observations are consistent with laboratory findings while shedding light on the phenomenon andmore »
- Authors:
-
- Environmental and Climate Sciences Department, Brookhaven National Laboratory, Upton, NY 11973,
- Environmental and Climate Sciences Department, Brookhaven National Laboratory, Upton, NY 11973,, School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY 11794,
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO 80305,, Physical Sciences Laboratory, National Oceanic and Atmospheric Administration, Boulder, CO 80305
- Publication Date:
- Research Org.:
- Brookhaven National Laboratory (BNL), Upton, NY (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1772248
- Alternate Identifier(s):
- OSTI ID: 1782540
- Report Number(s):
- BNL-221232-2021-JAAM
Journal ID: ISSN 0027-8424; e2021387118
- Grant/Contract Number:
- SC0012704; SC0013306
- Resource Type:
- Published Article
- Journal Name:
- Proceedings of the National Academy of Sciences of the United States of America
- Additional Journal Information:
- Journal Name: Proceedings of the National Academy of Sciences of the United States of America Journal Volume: 118 Journal Issue: 13; Journal ID: ISSN 0027-8424
- Publisher:
- Proceedings of the National Academy of Sciences
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; secondary ice production; radar Doppler spectra; mixed-phase cloud; remote sensing
Citation Formats
Luke, Edward P., Yang, Fan, Kollias, Pavlos, Vogelmann, Andrew M., and Maahn, Maximilian. New insights into ice multiplication using remote-sensing observations of slightly supercooled mixed-phase clouds in the Arctic. United States: N. p., 2021.
Web. doi:10.1073/pnas.2021387118.
Luke, Edward P., Yang, Fan, Kollias, Pavlos, Vogelmann, Andrew M., & Maahn, Maximilian. New insights into ice multiplication using remote-sensing observations of slightly supercooled mixed-phase clouds in the Arctic. United States. https://doi.org/10.1073/pnas.2021387118
Luke, Edward P., Yang, Fan, Kollias, Pavlos, Vogelmann, Andrew M., and Maahn, Maximilian. Mon .
"New insights into ice multiplication using remote-sensing observations of slightly supercooled mixed-phase clouds in the Arctic". United States. https://doi.org/10.1073/pnas.2021387118.
@article{osti_1772248,
title = {New insights into ice multiplication using remote-sensing observations of slightly supercooled mixed-phase clouds in the Arctic},
author = {Luke, Edward P. and Yang, Fan and Kollias, Pavlos and Vogelmann, Andrew M. and Maahn, Maximilian},
abstractNote = {Secondary ice production (SIP) can significantly enhance ice particle number concentrations in mixed-phase clouds, resulting in a substantial impact on ice mass flux and evolution of cold cloud systems. SIP is especially important at temperatures warmer than –10 °C, for which primary ice nucleation lacks a significant number of efficient ice nucleating particles. However, determining the climatological significance of SIP has proved difficult using existing observational methods. Here we quantify the long-term occurrence of secondary ice events and their multiplication factors in slightly supercooled clouds using a multisensor, remote-sensing technique applied to 6 y of ground-based radar measurements in the Arctic. Further, we assess the potential contribution of the underlying mechanisms of rime splintering and freezing fragmentation. Our results show that the occurrence frequency of secondary ice events averages to <10% over the entire period. Although infrequent, the events can have a significant impact in a local region when they do occur, with up to a 1,000-fold enhancement in ice number concentration. We show that freezing fragmentation, which appears to be enhanced by updrafts, is more efficient for SIP than the better-known rime-splintering process. Furthermore, our field observations are consistent with laboratory findings while shedding light on the phenomenon and its contributing factors in a natural environment. This study provides critical insights needed to advance parameterization of SIP in numerical simulations and to design future laboratory experiments.},
doi = {10.1073/pnas.2021387118},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
number = 13,
volume = 118,
place = {United States},
year = {Mon Mar 22 00:00:00 EDT 2021},
month = {Mon Mar 22 00:00:00 EDT 2021}
}
https://doi.org/10.1073/pnas.2021387118
Works referenced in this record:
Urediospores of rust fungi are ice nucleation active at > −10 °C and harbor ice nucleation active bacteria
journal, January 2013
- Morris, C. E.; Sands, D. C.; Glaux, C.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 8
Can Ice-Nucleating Aerosols Affect Arctic Seasonal Climate?
journal, April 2007
- Prenni, Anthony J.; Harrington, Jerry Y.; Tjernström, Michael
- Bulletin of the American Meteorological Society, Vol. 88, Issue 4
Secondary Ice Formation during Freezing of Levitated Droplets
journal, July 2018
- Lauber, Annika; Kiselev, Alexei; Pander, Thomas
- Journal of the Atmospheric Sciences, Vol. 75, Issue 8
Linear Depolarization Ratios of Columnar Ice Crystals in a Deep Precipitating System over the Arctic Observed by Zenith-Pointing Ka-Band Doppler Radar
journal, May 2015
- Oue, Mariko; Kumjian, Matthew R.; Lu, Yinghui
- Journal of Applied Meteorology and Climatology, Vol. 54, Issue 5
High ice concentration observed in tropical maritime stratiform mixed-phase clouds with top temperatures warmer than −8 °C
journal, March 2020
- Yang, Jing; Wang, Zhien; Heymsfield, Andrew J.
- Atmospheric Research, Vol. 233
Marine and terrestrial influences on ice nucleating particles during continuous springtime measurements in an Arctic oilfield location
journal, January 2018
- Creamean, Jessie M.; Kirpes, Rachel M.; Pratt, Kerri A.
- Atmospheric Chemistry and Physics, Vol. 18, Issue 24
Heterogeneous ice nucleation on atmospheric aerosols: a review of results from laboratory experiments
journal, January 2012
- Hoose, C.; Möhler, O.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 20
The Role of Organic Aerosol in Atmospheric Ice Nucleation: A Review
journal, January 2018
- Knopf, Daniel A.; Alpert, Peter A.; Wang, Bingbing
- ACS Earth and Space Chemistry, Vol. 2, Issue 3
On Deriving Vertical Air Motions from Cloud Radar Doppler Spectra
journal, April 2008
- Shupe, Matthew D.; Kollias, Pavlos; Poellot, Michael
- Journal of Atmospheric and Oceanic Technology, Vol. 25, Issue 4
Separating Cloud and Drizzle Radar Moments during Precipitation Onset Using Doppler Spectra
journal, August 2013
- Luke, Edward P.; Kollias, Pavlos
- Journal of Atmospheric and Oceanic Technology, Vol. 30, Issue 8
Resilience of persistent Arctic mixed-phase clouds
journal, December 2011
- Morrison, Hugh; de Boer, Gijs; Feingold, Graham
- Nature Geoscience, Vol. 5, Issue 1
Biological ice Nucleation and ice Distribution in Cold-Hardy Ectothermic Animals
journal, October 1998
- Lee, Richard E.; Costanzo, Jon P.
- Annual Review of Physiology, Vol. 60, Issue 1
Ice nucleation by particles immersed in supercooled cloud droplets
journal, January 2012
- Murray, B. J.; O'Sullivan, D.; Atkinson, J. D.
- Chemical Society Reviews, Vol. 41, Issue 19
Sea spray aerosol as a unique source of ice nucleating particles
journal, December 2015
- DeMott, Paul J.; Hill, Thomas C. J.; McCluskey, Christina S.
- Proceedings of the National Academy of Sciences, Vol. 113, Issue 21
Secondary Ice Production upon Freezing of Freely Falling Drizzle Droplets
journal, August 2020
- Keinert, Alice; Spannagel, Dominik; Leisner, Thomas
- Journal of the Atmospheric Sciences, Vol. 77, Issue 8
Scaling of Drizzle Virga Depth With Cloud Thickness for Marine Stratocumulus Clouds
journal, April 2018
- Yang, Fan; Luke, Edward P.; Kollias, Pavlos
- Geophysical Research Letters, Vol. 45, Issue 8
Production of secondary ice particles during the riming process
journal, May 1974
- Hallett, J.; Mossop, S. C.
- Nature, Vol. 249, Issue 5452
A new look at the environmental conditions favorable to secondary ice production
journal, January 2020
- Korolev, Alexei; Heckman, Ivan; Wolde, Mengistu
- Atmospheric Chemistry and Physics, Vol. 20, Issue 3
Possible High Ice Particle Production during Graupel–Graupel Collisions
journal, December 1995
- Takahashi, Tsutomu; Nagao, Yoshihiro; Kushiyama, Yuzuru
- Journal of the Atmospheric Sciences, Vol. 52, Issue 24
Arctic Stratus Cloud Properties and Radiative Forcing Derived from Ground-Based Data Collected at Barrow, Alaska
journal, February 2003
- Dong, Xiquan; Mace, Gerald G.
- Journal of Climate, Vol. 16, Issue 3
Terminal Velocity of Raindrops Aloft
journal, April 1969
- Foote, G. B.; Du Toit, P. S.
- Journal of Applied Meteorology, Vol. 8, Issue 2
The effect of secondary ice production parameterization on the simulation of a cold frontal rainband
journal, January 2018
- Sullivan, Sylvia C.; Barthlott, Christian; Crosier, Jonathan
- Atmospheric Chemistry and Physics, Vol. 18, Issue 22
A wind tunnel investigation of freezing of small water drops falling at terminal velocity in air
journal, July 1973
- Pitter, R. L.; Pruppacher, H. R.
- Quarterly Journal of the Royal Meteorological Society, Vol. 99, Issue 421
Identification of hydrometeors and other targets by dual-polarization radar
journal, January 1984
- Hall, Martin P. M.; Goddard, John W. F.; Cherry, Stephen M.
- Radio Science, Vol. 19, Issue 1
Terminal Velocity and Shape of Cloud and Precipitation Drops Aloft
journal, May 1976
- Beard, K. V.
- Journal of the Atmospheric Sciences, Vol. 33, Issue 5
Mixed-Phase Clouds: Progress and Challenges
journal, January 2017
- Korolev, A.; McFarquhar, G.; Field, P. R.
- Meteorological Monographs, Vol. 58
Initiation of secondary ice production in clouds
journal, January 2018
- Sullivan, Sylvia C.; Hoose, Corinna; Kiselev, Alexei
- Atmospheric Chemistry and Physics, Vol. 18, Issue 3
Production of Ice in Tropospheric Clouds: A Review
journal, June 2005
- Cantrell, Will; Heymsfield, Andrew
- Bulletin of the American Meteorological Society, Vol. 86, Issue 6
Analysis of polarization radar returns from ice clouds
journal, October 2001
- Battaglia, A.; Sturniolo, O.; Prodi, F.
- Atmospheric Research, Vol. 59-60
Cloud radar Doppler spectra in drizzling stratiform clouds: 1. Forward modeling and remote sensing applications
journal, January 2011
- Kollias, Pavlos; Rémillard, Jasmine; Luke, Edward
- Journal of Geophysical Research, Vol. 116, Issue D13
The Growth Rates and Densities of Ice Crystals between −3°C and −21°C
journal, May 1976
- Ryan, B. F.; Wishart, E. R.; Shaw, D. E.
- Journal of the Atmospheric Sciences, Vol. 33, Issue 5
The Impact of Cloud Feedbacks on Arctic Climate under Greenhouse Forcing*
journal, February 2004
- Vavrus, Steve
- Journal of Climate, Vol. 17, Issue 3
A Multisensor Investigation of Rime Splintering in Tropical Maritime Cumuli
journal, June 2016
- Lasher-Trapp, Sonia; Leon, David C.; DeMott, Paul J.
- Journal of the Atmospheric Sciences, Vol. 73, Issue 6
Ice nucleation by cellulose and its potential contribution to ice formation in clouds
journal, March 2015
- Hiranuma, N.; Möhler, O.; Yamashita, K.
- Nature Geoscience, Vol. 8, Issue 4
Breakup of levitated frost particles
journal, June 1998
- Bacon, Neil J.; Swanson, Brian D.; Baker, Marcia B.
- Journal of Geophysical Research: Atmospheres, Vol. 103, Issue D12
Properties of embedded convection in warm-frontal mixed-phase cloud from aircraft and polarimetric radar
journal, January 2002
- Hogan, R. J.; Field, P. R.; Illingworth, A. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 128, Issue 580
Two Layers of Melting Ice Particles Within a Single Radar Bright Band: Interpretation and Implications
journal, June 2020
- Li, Haoran; Moisseev, Dmitri
- Geophysical Research Letters, Vol. 47, Issue 13
Review of experimental studies of secondary ice production
journal, January 2020
- Korolev, Alexei; Leisner, Thomas
- Atmospheric Chemistry and Physics, Vol. 20, Issue 20