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Title: Cloud Morphology Evolution in Arctic Cold‐Air Outbreak: Two Cases During COMBLE Period

Journal Article · · Journal of Geophysical Research: Atmospheres

Abstract Cloud feedbacks play an important role in Arctic warming. Cloud morphology, for example, cloud size and spatial distributions, is among key factors that directly impact their radiative effects. In this work, we use two cases observed during the Cold‐air Outbreak (CAO) in the Marine Boundary Layer Experiment (COMBLE) to study the evolution of cloud size distributions as an air mass is advected from the Arctic over a comparatively warm ocean and cloud mesoscale organization changes from rolls to cells. Cloud objects are identified from Moderate Resolution Imaging Spectroradiometer (MODIS) reflectance images through an object segmentation procedure and roll breakup is identified by homogeneities in cloud water path (CWP). Roll breakup is found to be accompanied by a local minimum in wind shear and local maxima in cloud size and marine cold air outbreak index. The mean cloud horizontal aspect ratio has weak fetch dependency and is around 2 in roll, transition, and cell regimes. Regardless of distance from the ice edge, smaller clouds (<10 km 2 ) dominate the population number but not cloud cover. Cloud size distributions show bimodality in transition and cell regimes. For clouds with comparable sizes, mean nearest neighbor distances normalized by equivalent cloud radius converge to a single value for all regimes and for all but the smallest clouds, suggesting that clouds of comparable sizes in CAOs are separated by distance proportional to their sizes. The presented statistical results pave the way to evaluating model simulated cloud organizations during CAO events.

Research Organization:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Data Center; Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1867745
Report Number(s):
PNNL-SA-163827; e2021JD035966
Journal Information:
Journal of Geophysical Research: Atmospheres, Journal Name: Journal of Geophysical Research: Atmospheres Journal Issue: 10 Vol. 127; ISSN 2169-897X
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (62)

On the impact of forced roll convection on vertical turbulent transport in cold air outbreaks journal November 2014
The “Grey Zone” cold air outbreak global model intercomparison: A cross evaluation using large-eddy simulations: THE “GREY ZONE” GLOBAL MODEL STUDY journal January 2017
Identifying Meteorological Controls on Open and Closed Mesoscale Cellular Convection Associated with Marine Cold Air Outbreaks: Meteorological Controls on MCC Clouds journal November 2017
Improving a convection-permitting model simulation of a cold air outbreak: Simulation of a Cold Air Outbreak journal April 2013
The ERA5 global reanalysis journal June 2020
Surface sensible heat flux over a deep moist convective region and its interplay with synoptic and mesoscale features journal September 1994
Polar amplification of climate change in coupled models journal September 2003
Projected future changes in Marine Cold-Air Outbreaks associated with Polar Lows in the Northern North-Atlantic Ocean journal February 2019
On the Nature of the Transition Between Roll and Cellular Organization in the Convective Boundary Layer journal November 2016
Processes and impacts of Arctic amplification: A research synthesis journal May 2011
Coherent structure of the convective boundary layer derived from large-eddy simulations journal March 1989
Statistics on the macrophysical properties of trade wind cumuli over the tropical western Atlantic: MACROPHYSICAL PROPERTIES OF CUMULI journal May 2007
Cloud influence on and response to seasonal Arctic sea ice loss journal January 2009
Global assessment of AMSR-E and MODIS cloud liquid water path retrievals in warm oceanic clouds journal January 2010
Contribution of sea ice loss to Arctic amplification: SEA ICE LOSS AND ARCTIC AMPLIFICATION journal November 2010
Post Cold Frontal Clouds at the ARM Eastern North Atlantic Site: An Examination of the Relationship Between Large‐Scale Environment and Low‐Level Cloud Properties journal November 2018
Cloud Ice Processes Enhance Spatial Scales of Organization in Arctic Stratocumulus journal December 2019
Warm Arctic, Cold Siberia Pattern: Role of Full Arctic Amplification Versus Sea Ice Loss Alone journal August 2020
Diurnal Climatology of Planetary Boundary Layer Height Over the Contiguous United States Derived From AMDAR and Reanalysis Data journal October 2020
On Assessing ERA5 and MERRA2 Representations of Cold‐Air Outbreaks Across the Gulf Stream journal October 2021
Characteristics of small tropical cumulus clouds and their impact on the environment journal November 1998
The central role of diminishing sea ice in recent Arctic temperature amplification journal April 2010
Precipitation-generated oscillations in open cellular cloud fields journal August 2010
Extremes become routine in an emerging new Arctic journal September 2020
The trends in land surface heat fluxes over global monsoon domains and their responses to monsoon and precipitation journal April 2020
Segmentation and Tracking of Marine Cellular Clouds observed by Geostationary Satellites journal February 2016
The MODIS cloud products: algorithms and examples from terra journal February 2003
The MODIS Cloud Optical and Microphysical Products: Collection 6 Updates and Examples From Terra and Aqua journal January 2017
Research aircraft measurements of a polar low over the Norwegian Sea journal August 1987
Observed Arctic sea-ice loss directly follows anthropogenic CO 2 emission journal November 2016
Scale analysis of convective clouds [Scale analysis of convective clouds] journal December 2008
Deficiencies in quantitative precipitation forecasts: sensitivity studies using the COSMO model [Deficiencies in quantitative precipitation forecasts: sensitivity studies using the COSMO model] journal December 2009
Marine Stratocumulus Cloud Fields off the Coast of Southern California Observed Using LANDSAT Imagery. Part I: Structural Characteristics journal April 1988
Nearest Neighbor Spacing of Fair Weather Cumulus Clouds journal August 1990
Cumulus Cloud Field Morphology and Spatial Patterns Derived from High Spatial Resolution Landsat Imagery journal December 1990
Numerical Investigation of Neutral and Unstable Planetary Boundary Layers journal January 1972
Radiation Profiles in Extended Water Clouds. II: Parameterization Schemes journal November 1978
A Comparison of Shear- and Buoyancy-Driven Planetary Boundary Layer Flows journal April 1994
Three-Dimensional Buoyancy- and Shear-Induced Local Structure of the Atmospheric Boundary Layer journal March 1998
Horizontal Convective Rolls: Determining the Environmental Conditions Supporting their Existence and Characteristics journal April 1997
An Observational Study of the Evolution of Horizontal Convective Rolls journal September 1999
Investigation of Microphysical Parameterizations of Snow and Ice in Arctic Clouds during M-PACE through Model–Observation Comparisons journal September 2009
The Distribution of Cloud Horizontal Sizes journal September 2011
Development and Applications of ARM Millimeter-Wavelength Cloud Radars journal April 2016
Aerosol–Cloud–Meteorology Interaction Airborne Field Investigations: Using Lessons Learned from the U.S. West Coast in the Design of ACTIVATE off the U.S. East Coast journal August 2019
The COMBLE Campaign: A Study of Marine Boundary Layer Clouds in Arctic Cold-Air Outbreaks journal May 2022
Using the SAL Technique for Spatial Verification of Cloud Processes: A Sensitivity Analysis journal September 2016
Large-Eddy Simulations of Convective Boundary Layers over Flat and Urbanlike Surfaces journal April 2014
A Climatology of Cold Air Outbreaks and Their Impact on Air–Sea Heat Fluxes in the High-Latitude South Pacific journal December 2014
The Climatology, Meteorology, and Boundary Layer Structure of Marine Cold Air Outbreaks in Both Hemispheres journal March 2016
The Role of Springtime Arctic Clouds in Determining Autumn Sea Ice Extent journal September 2016
Spatial Variability of Liquid Water Path in Marine Low Cloud: The Importance of Mesoscale Cellular Convection journal May 2006
The Sensitivity of Springtime Arctic Mixed-Phase Stratocumulus Clouds to Surface-Layer and Cloud-Top Inversion-Layer Moisture Sources journal February 2014
Object-Based Metrics for Forecast Verification of Convective Development with Geostationary Satellite Data journal August 2017
Size-Resolved Evaluation of Simulated Deep Tropical Convection journal July 2018
The Role of Precipitation in Controlling the Transition from Stratocumulus to Cumulus Clouds in a Northern Hemisphere Cold-Air Outbreak journal July 2017
Assessment of Trends and Uncertainties in the Atmospheric Boundary Layer Height Estimated Using Radiosounding Observations over Europe journal February 2021
Evaluation of stratocumulus cloud prediction in the Met Office forecast model during VOCALS-REx journal January 2010
Climatology of stratocumulus cloud morphologies: microphysical properties and radiative effects journal January 2014
Low-level mixed-phase clouds in a complex Arctic environment journal January 2020
Preconditioning of overcast-to-broken cloud transitions by riming in marine cold air outbreaks journal January 2021
Air mass back trajectories during cold-air outbreaks (CAOs) at Andenes and Bear Island, Norway
  • Wu, Peng; Ovchinnikov, Mikhail
  • Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) https://doi.org/10.5439/1843763
dataset January 2019