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Title: Thermal chains and entrainment in cumulus updrafts, Part 1: Theoretical description

Abstract

Recent studies have shown that cumulus updrafts often consist of a succession of discrete rising thermals with spherical vortex-like circulations. Herein, a theory is developed for why this “thermal chain” structure occurs. Theoretical expressions are obtained for a passive tracer, buoyancy, and vertical velocity in axisymmetric moist updrafts. Analysis of these expressions suggests that the thermal chain structure arises from enhanced lateral mixing associated with intrusions of dry environmental air below an updraft’s vertical velocity maximum. This dry air entrainment reduces buoyancy locally. Consequently, the updraft flow above levels of locally reduced buoyancy separates from below, leading to a breakdown of the updraft into successive discrete thermals. The range of conditions in which thermal chains exist is also analyzed from the theoretical expressions. A transition in updraft structure from isolated rising thermal, to thermal chain, to starting plume occurs with increases in updraft width, environmental relative humidity, and/or convective available potential energy. Corresponding expressions for the bulk fractional entrainment rate ε are also obtained. These expressions indicate rather complicated entrainment behavior of ascending updrafts, with local enhancement of ε up to a factor of ~2 associated with the aforementioned environmental air intrusions, consistent with recent large eddy simulation (LES) studies.more » These locally large entrainment rates contribute significantly to overall updraft dilution in thermal chain-like updrafts, while other regions within the updraft can remain relatively undilute. Part 2 of this study compares results from the theoretical expressions to idealized numerical simulations and LES.« less

Authors:
 [1];  [2];  [3];  [4];  [5]
  1. National Center for Atmospheric Research, Boulder, CO (United States)
  2. Naval Postgraduate School, Monterey, CA (United States)
  3. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  4. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  5. Brookhaven National Lab. (BNL), Upton, NY (United States)
Publication Date:
Research Org.:
University Corporation for Atmospheric Research, Boulder, CO (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Brookhaven National Laboratory (BNL), Upton, NY (United States); National Center for Atmospheric Research (NCAR), Boulder, CO (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Center of Meteorology; National Science Foundation (NSF)
OSTI Identifier:
1657537
Alternate Identifier(s):
OSTI ID: 1706674; OSTI ID: 1735703; OSTI ID: 1786983
Report Number(s):
PNNL-SA-148681; BNL-220684-2020-JAAM
Journal ID: ISSN 0022-4928
Grant/Contract Number:  
SC0020104; SC0016476; SC0000246356; AGS-1841674; AC05-76RLO1830; AC52-07NA27344; SC0012704
Resource Type:
Accepted Manuscript
Journal Name:
Journal of the Atmospheric Sciences
Additional Journal Information:
Journal Volume: 7; Journal Issue: 11; Journal ID: ISSN 0022-4928
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Morrison, Hugh, Peters, John M., Varble, Adam C., Hannah, Walter M., and Giangrande, Scott E. Thermal chains and entrainment in cumulus updrafts, Part 1: Theoretical description. United States: N. p., 2020. Web. doi:10.1175/jas-d-19-0243.1.
Morrison, Hugh, Peters, John M., Varble, Adam C., Hannah, Walter M., & Giangrande, Scott E. Thermal chains and entrainment in cumulus updrafts, Part 1: Theoretical description. United States. https://doi.org/10.1175/jas-d-19-0243.1
Morrison, Hugh, Peters, John M., Varble, Adam C., Hannah, Walter M., and Giangrande, Scott E. Thu . "Thermal chains and entrainment in cumulus updrafts, Part 1: Theoretical description". United States. https://doi.org/10.1175/jas-d-19-0243.1. https://www.osti.gov/servlets/purl/1657537.
@article{osti_1657537,
title = {Thermal chains and entrainment in cumulus updrafts, Part 1: Theoretical description},
author = {Morrison, Hugh and Peters, John M. and Varble, Adam C. and Hannah, Walter M. and Giangrande, Scott E.},
abstractNote = {Recent studies have shown that cumulus updrafts often consist of a succession of discrete rising thermals with spherical vortex-like circulations. Herein, a theory is developed for why this “thermal chain” structure occurs. Theoretical expressions are obtained for a passive tracer, buoyancy, and vertical velocity in axisymmetric moist updrafts. Analysis of these expressions suggests that the thermal chain structure arises from enhanced lateral mixing associated with intrusions of dry environmental air below an updraft’s vertical velocity maximum. This dry air entrainment reduces buoyancy locally. Consequently, the updraft flow above levels of locally reduced buoyancy separates from below, leading to a breakdown of the updraft into successive discrete thermals. The range of conditions in which thermal chains exist is also analyzed from the theoretical expressions. A transition in updraft structure from isolated rising thermal, to thermal chain, to starting plume occurs with increases in updraft width, environmental relative humidity, and/or convective available potential energy. Corresponding expressions for the bulk fractional entrainment rate ε are also obtained. These expressions indicate rather complicated entrainment behavior of ascending updrafts, with local enhancement of ε up to a factor of ~2 associated with the aforementioned environmental air intrusions, consistent with recent large eddy simulation (LES) studies. These locally large entrainment rates contribute significantly to overall updraft dilution in thermal chain-like updrafts, while other regions within the updraft can remain relatively undilute. Part 2 of this study compares results from the theoretical expressions to idealized numerical simulations and LES.},
doi = {10.1175/jas-d-19-0243.1},
journal = {Journal of the Atmospheric Sciences},
number = 11,
volume = 7,
place = {United States},
year = {Thu Oct 15 00:00:00 EDT 2020},
month = {Thu Oct 15 00:00:00 EDT 2020}
}

Works referenced in this record:

Updraft Constraints on Entrainment: Insights from Amazonian Deep Convection
journal, July 2019

  • Anber, Usama M.; Giangrande, Scott E.; Donner, Leo J.
  • Journal of the Atmospheric Sciences, Vol. 76, Issue 8
  • DOI: 10.1175/JAS-D-18-0234.1

A Theoretical Study of the Compensating Downward Motions Associated with Cumulus Clouds
journal, September 1967


Advances in simulating atmospheric variability with the ECMWF model: From synoptic to decadal time-scales
journal, July 2008

  • Bechtold, Peter; Köhler, Martin; Jung, Thomas
  • Quarterly Journal of the Royal Meteorological Society, Vol. 134, Issue 634
  • DOI: 10.1002/qj.289

Parametric Interpretation of Trade-Wind Cumulus Budget Studies
journal, October 1975


Development of ice and precipitation in New Mexican summertime cumulus clouds
journal, January 1993

  • Blyth, Alan M.; Latham, John
  • Quarterly Journal of the Royal Meteorological Society, Vol. 119, Issue 509
  • DOI: 10.1002/qj.49711950905

On the Deceiving Aspects of Mixing Diagrams of Deep Cumulus Convection
journal, January 2014

  • Böing, Steven J.; Jonker, Harm J. J.; Nawara, Witek A.
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 1
  • DOI: 10.1175/JAS-D-13-0127.1

The Influence of Lifting Condensation Level on Low-Level Outflow and Rotation in Simulated Supercell Thunderstorms
journal, May 2019

  • Brown, Matthew; Nowotarski, Christopher J.
  • Journal of the Atmospheric Sciences, Vol. 76, Issue 5
  • DOI: 10.1175/JAS-D-18-0216.1

A Benchmark Simulation for Moist Nonhydrostatic Numerical Models
journal, December 2002


Sensitivity of a Simulated Squall Line to Horizontal Resolution and Parameterization of Microphysics
journal, January 2012


Resolution Requirements for the Simulation of Deep Moist Convection
journal, October 2003


Roll Circulations in the Convective Region of a Simulated Squall Line
journal, April 2007

  • Bryan, George H.; Rotunno, Richard; Fritsch, J. Michael
  • Journal of the Atmospheric Sciences, Vol. 64, Issue 4
  • DOI: 10.1175/JAS3899.1

Evidence for Tilted Toroidal Circulations in Cumulus
journal, June 2007

  • Damiani, Rick; Vali, Gabor
  • Journal of the Atmospheric Sciences, Vol. 64, Issue 6
  • DOI: 10.1175/JAS3941.1

The Structure of Thermals in Cumulus from Airborne Dual-Doppler Radar Observations
journal, May 2006

  • Damiani, Rick; Vali, Gabor; Haimov, Samuel
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 5
  • DOI: 10.1175/JAS3701.1

The Cumulus, Photogrammetric, In Situ, and Doppler Observations Experiment of 2006
journal, January 2008

  • Damiani, R.; Zehnder, J.; Geerts, B.
  • Bulletin of the American Meteorological Society, Vol. 89, Issue 1
  • DOI: 10.1175/BAMS-89-1-57

The Influence of the Cloud Shell on Tracer Budget Measurements of LES Cloud Entrainment
journal, December 2011

  • Dawe, Jordan T.; Austin, Philip H.
  • Journal of the Atmospheric Sciences, Vol. 68, Issue 12
  • DOI: 10.1175/2011JAS3658.1

Interpolation of LES Cloud Surfaces for Use in Direct Calculations of Entrainment and Detrainment
journal, February 2011

  • Dawe, Jordan T.; Austin, Philip H.
  • Monthly Weather Review, Vol. 139, Issue 2
  • DOI: 10.1175/2010MWR3473.1

Numerical Investigation of Neutral and Unstable Planetary Boundary Layers
journal, January 1972


The Role of Entrainment in the Diurnal Cycle of Continental Convection
journal, May 2010


Analytical expressions for entrainment and detrainment in cumulus convection
journal, January 2010

  • de Rooy, Wim C.; Pier Siebesma, A.
  • Quarterly Journal of the Royal Meteorological Society
  • DOI: 10.1002/qj.640

Entrainment and detrainment in cumulus convection: an overview
journal, June 2012

  • de Rooy, Wim C.; Bechtold, Peter; Fröhlich, Kristina
  • Quarterly Journal of the Royal Meteorological Society, Vol. 139, Issue 670
  • DOI: 10.1002/qj.1959

A Scheme for Representing Cumulus Convection in Large-Scale Models
journal, November 1991


Estimation of entrainment rate in simple models of convective clouds
journal, January 2001

  • Gregory, David
  • Quarterly Journal of the Royal Meteorological Society, Vol. 127, Issue 571
  • DOI: 10.1002/qj.49712757104

Entrainment versus Dilution in Tropical Deep Convection
journal, November 2017


A Numerical Investigation of Cumulus Thermals
journal, October 2016

  • Hernandez-Deckers, Daniel; Sherwood, Steven C.
  • Journal of the Atmospheric Sciences, Vol. 73, Issue 10
  • DOI: 10.1175/JAS-D-15-0385.1

On the Role of Entrainment in the Fate of Cumulus Thermals
journal, October 2018

  • Hernandez-Deckers, Daniel; Sherwood, Steven C.
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 11
  • DOI: 10.1175/JAS-D-18-0077.1

Mixing in Shallow Cumulus Clouds Studied by Lagrangian Particle Tracking
journal, August 2008

  • Heus, Thijs; van Dijk, Gertjan; Jonker, Harm J. J.
  • Journal of the Atmospheric Sciences, Vol. 65, Issue 8
  • DOI: 10.1175/2008JAS2572.1

A statistical approach to the life cycle analysis of cumulus clouds selected in a virtual reality environment
journal, January 2009

  • Heus, Thijs; Jonker, Harm J. J.; Van den Akker, Harry E. A.
  • Journal of Geophysical Research, Vol. 114, Issue D6
  • DOI: 10.1029/2008JD010917

Preconditioning Deep Convection with Cumulus Congestus
journal, February 2013

  • Hohenegger, Cathy; Stevens, Bjorn
  • Journal of the Atmospheric Sciences, Vol. 70, Issue 2
  • DOI: 10.1175/JAS-D-12-089.1

A New Subcloud Model for Mass-Flux Convection Schemes: Influence on Triggering, Updraft Properties, and Model Climate
journal, November 2003


Vertical Velocity in the Gray Zone: VERTICAL VELOCITY IN THE GRAY ZONE
journal, October 2017

  • Jeevanjee, Nadir
  • Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 6
  • DOI: 10.1002/2017MS001059

A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization
journal, December 1990


High-Resolution Simulation of Shallow-to-Deep Convection Transition over Land
journal, December 2006

  • Khairoutdinov, Marat; Randall, David
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 12
  • DOI: 10.1175/JAS3810.1

Cloud-Resolving Simulations of Deep Convection over a Heated Mountain
journal, February 2011


Invigoration of cumulus cloud fields by mesoscale ascent: Invigoration of Cumulus Cloud Fields
journal, May 2012

  • Kirshbaum, D. J.; Grant, A. L. M.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 138, Issue 669
  • DOI: 10.1002/qj.1954

The Glaciating Behavior of Small Cumulonimbus Clouds
journal, January 1963


A Mass-Flux Scheme View of a High-Resolution Simulation of a Transition from Shallow to Deep Cumulus Convection
journal, July 2006

  • Kuang, Zhiming; Bretherton, Christopher S.
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 7
  • DOI: 10.1175/JAS3723.1

A Simple Model of Convective Drafts Accounting for the Perturbation Pressure Term
journal, September 2019

  • Leger, Julien; Lafore, Jean-Philippe; Piriou, Jean-Marcel
  • Journal of the Atmospheric Sciences, Vol. 76, Issue 10
  • DOI: 10.1175/JAS-D-18-0281.1

Improving Parameterization of Entrainment Rate for Shallow Convection with Aircraft Measurements and Large-Eddy Simulation
journal, February 2016

  • Lu, Chunsong; Liu, Yangang; Zhang, Guang J.
  • Journal of the Atmospheric Sciences, Vol. 73, Issue 2
  • DOI: 10.1175/JAS-D-15-0050.1

Mesoscale Meteorology in Midlatitudes
book, January 2010


An Analytic Description of the Structure and Evolution of Growing Deep Cumulus Updrafts
journal, March 2017


Theoretical Expressions for the Ascent Rate of Moist Deep Convective Thermals
journal, May 2018

  • Morrison, Hugh; Peters, John M.
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 5
  • DOI: 10.1175/JAS-D-17-0295.1

The Influence of Successive Thermals on Entrainment and Dilution in a Simulated Cumulus Congestus
journal, February 2017

  • Moser, Daniel H.; Lasher-Trapp, Sonia
  • Journal of the Atmospheric Sciences, Vol. 74, Issue 2
  • DOI: 10.1175/JAS-D-16-0144.1

A Multiparcel Model for Shallow Cumulus Convection
journal, May 2002


Storm Morphology and Rainfall Characteristics of TRMM Precipitation Features
journal, October 2006

  • Nesbitt, Stephen W.; Cifelli, Robert; Rutledge, Steven A.
  • Monthly Weather Review, Vol. 134, Issue 10
  • DOI: 10.1175/MWR3200.1

The Impact of Effective Buoyancy and Dynamic Pressure Forcing on Vertical Velocities within Two-Dimensional Updrafts
journal, November 2016


The Influence of Vertical Wind Shear on Moist Thermals
journal, May 2019

  • Peters, John M.; Hannah, Walter; Morrison, Hugh
  • Journal of the Atmospheric Sciences, Vol. 76, Issue 6
  • DOI: 10.1175/JAS-D-18-0296.1

Thermal Chains and Entrainment in Cumulus Updrafts. Part II: Analysis of Idealized Simulations
journal, November 2020

  • Peters, John M.; Morrison, Hugh; Varble, Adam C.
  • Journal of the Atmospheric Sciences, Vol. 77, Issue 11
  • DOI: 10.1175/JAS-D-19-0244.1

A Stochastic Mixing Model for Nonprecipitating Cumulus Clouds
journal, November 1986


Precipitation development in a New Mexico thunderstorm
journal, October 1989

  • Raymond, D. J.; Blyth, A. M.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 115, Issue 490
  • DOI: 10.1002/qj.49711549011

A Direct Measure of Entrainment
journal, June 2010


The Stochastic Parcel Model: A deterministic parameterization of stochastically entraining convection
journal, January 2016

  • Romps, David M.
  • Journal of Advances in Modeling Earth Systems, Vol. 8, Issue 1
  • DOI: 10.1002/2015MS000537

Sticky Thermals: Evidence for a Dominant Balance between Buoyancy and Drag in Cloud Updrafts
journal, August 2015

  • Romps, David M.; Charn, Alexander B.
  • Journal of the Atmospheric Sciences, Vol. 72, Issue 8
  • DOI: 10.1175/JAS-D-15-0042.1

Stereo photogrammetry reveals substantial drag on cloud thermals: STEREO PHOTOGRAMMETRY OF CLOUD THERMALS
journal, June 2015

  • Romps, David M.; Öktem, Rusen
  • Geophysical Research Letters, Vol. 42, Issue 12
  • DOI: 10.1002/2015GL064009

Initiation of Deep Convection over an Idealized Mesoscale Convergence Line
journal, March 2017

  • Rousseau-Rizzi, Raphaël; Kirshbaum, Daniel J.; Yau, Man Kong
  • Journal of the Atmospheric Sciences, Vol. 74, Issue 3
  • DOI: 10.1175/JAS-D-16-0221.1

The Formation of Wider and Deeper Clouds as a Result of Cold-Pool Dynamics
journal, August 2014

  • Schlemmer, Linda; Hohenegger, Cathy
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 8
  • DOI: 10.1175/JAS-D-13-0170.1

Experiments on convection of isolated masses of buoyant fluid
journal, August 1957


Bubble theory of penetrative convection
journal, January 1953

  • Scorer, R. S.; Ludlam, F. H.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 79, Issue 339
  • DOI: 10.1002/qj.49707933908

Slippery Thermals and the Cumulus Entrainment Paradox*
journal, August 2013

  • Sherwood, Steven C.; Hernández-Deckers, Daniel; Colin, Maxime
  • Journal of the Atmospheric Sciences, Vol. 70, Issue 8
  • DOI: 10.1175/JAS-D-12-0220.1

Models of Precipitating Cumulus Towers
journal, July 1969


The ‘starting plume’ in neutral surroundings
journal, July 1962


Evaluation of cloud-resolving and limited area model intercomparison simulations using TWP-ICE observations: 1. Deep convective updraft properties: Eval. of TWP-ICE CRMs and LAMs Pt. 1
journal, December 2014

  • Varble, Adam; Zipser, Edward J.; Fridlind, Ann M.
  • Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 24
  • DOI: 10.1002/2013JD021371

The Deepening of Tropical Convection by Congestus Preconditioning
journal, August 2010

  • Waite, Michael L.; Khouider, Boualem
  • Journal of the Atmospheric Sciences, Vol. 67, Issue 8
  • DOI: 10.1175/2010JAS3357.1

The Dependence of Numerically Simulated Convective Storms on Vertical Wind Shear and Buoyancy
journal, June 1982


Estimation of convective entrainment properties from a cloud-resolving model simulation during TWP-ICE
journal, December 2015