DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Deep Convective Organization, Moisture Vertical Structure, and Convective Transition Using Deep-Inflow Mixing

Abstract

It is an open question whether an integrated measure of buoyancy can yield a strong relation to precipitation across tropical land and ocean, across the seasonal and diurnal cycles, and for varying degrees of convective organization. Building on previous work, entraining plume buoyancy calculations reveal that differences in convective onset as a function of column water vapor (CWV) over land and ocean, as well as seasonally and diurnally over land, are largely due to variability in the contribution of lower-tropospheric humidity to the total column moisture. Over land, the relationship between deep convection and lower-free-tropospheric moisture is robust across all seasons and times of day, whereas the relation to boundary layer moisture is robust for the daytime only. Using S-band radar, these transition statistics are examined separately for mesoscale and smaller-scale convection. The probability of observing mesoscale convective systems sharply increases as a function of lower-free-tropospheric humidity. The consistency of this with buoyancy-based parameterization is examined for several mixing formulations. Mixing corresponding to deep inflow of environmental air into a plume that grows with height, which incorporates nearly equal weighting of boundary layer and free-tropospheric air, yields buoyancies consistent with the observed onset of deep convection across the seasonal andmore » diurnal cycles in the Amazon. Furthermore, it provides relationships that are as strong or stronger for mesoscale-organized convection as for smaller-scale convection.« less

Authors:
ORCiD logo [1];  [1]
  1. Department of Atmospheric and Oceanic Sciences, University of California, Los Angeles, Los Angeles, California
Publication Date:
Research Org.:
Univ. of California, Los Angeles, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1503043
Alternate Identifier(s):
OSTI ID: 1611559
Grant/Contract Number:  
SC0011074
Resource Type:
Published Article
Journal Name:
Journal of the Atmospheric Sciences
Additional Journal Information:
Journal Name: Journal of the Atmospheric Sciences Journal Volume: 76 Journal Issue: 4; Journal ID: ISSN 0022-4928
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Meteorology & Atmospheric Sciences

Citation Formats

Schiro, Kathleen A., and Neelin, J. David. Deep Convective Organization, Moisture Vertical Structure, and Convective Transition Using Deep-Inflow Mixing. United States: N. p., 2019. Web. doi:10.1175/JAS-D-18-0122.1.
Schiro, Kathleen A., & Neelin, J. David. Deep Convective Organization, Moisture Vertical Structure, and Convective Transition Using Deep-Inflow Mixing. United States. https://doi.org/10.1175/JAS-D-18-0122.1
Schiro, Kathleen A., and Neelin, J. David. Mon . "Deep Convective Organization, Moisture Vertical Structure, and Convective Transition Using Deep-Inflow Mixing". United States. https://doi.org/10.1175/JAS-D-18-0122.1.
@article{osti_1503043,
title = {Deep Convective Organization, Moisture Vertical Structure, and Convective Transition Using Deep-Inflow Mixing},
author = {Schiro, Kathleen A. and Neelin, J. David},
abstractNote = {It is an open question whether an integrated measure of buoyancy can yield a strong relation to precipitation across tropical land and ocean, across the seasonal and diurnal cycles, and for varying degrees of convective organization. Building on previous work, entraining plume buoyancy calculations reveal that differences in convective onset as a function of column water vapor (CWV) over land and ocean, as well as seasonally and diurnally over land, are largely due to variability in the contribution of lower-tropospheric humidity to the total column moisture. Over land, the relationship between deep convection and lower-free-tropospheric moisture is robust across all seasons and times of day, whereas the relation to boundary layer moisture is robust for the daytime only. Using S-band radar, these transition statistics are examined separately for mesoscale and smaller-scale convection. The probability of observing mesoscale convective systems sharply increases as a function of lower-free-tropospheric humidity. The consistency of this with buoyancy-based parameterization is examined for several mixing formulations. Mixing corresponding to deep inflow of environmental air into a plume that grows with height, which incorporates nearly equal weighting of boundary layer and free-tropospheric air, yields buoyancies consistent with the observed onset of deep convection across the seasonal and diurnal cycles in the Amazon. Furthermore, it provides relationships that are as strong or stronger for mesoscale-organized convection as for smaller-scale convection.},
doi = {10.1175/JAS-D-18-0122.1},
journal = {Journal of the Atmospheric Sciences},
number = 4,
volume = 76,
place = {United States},
year = {Mon Apr 01 00:00:00 EDT 2019},
month = {Mon Apr 01 00:00:00 EDT 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1175/JAS-D-18-0122.1

Citation Metrics:
Cited by: 37 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Convective cloud vertical velocity and mass-flux characteristics from radar wind profiler observations during GoAmazon2014/5
journal, November 2016

  • Giangrande, Scott E.; Toto, Tami; Jensen, Michael P.
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 21, p. 12,891-12,913
  • DOI: 10.1002/2016JD025303

Regional climate model simulation of summer precipitation diurnal cycle over the United States
journal, January 2004


Deep Convection and Column Water Vapor over Tropical Land versus Tropical Ocean: A Comparison between the Amazon and the Tropical Western Pacific
journal, October 2016

  • Schiro, Kathleen A.; Neelin, J. David; Adams, David K.
  • Journal of the Atmospheric Sciences, Vol. 73, Issue 10, p. 4043-4063
  • DOI: 10.1175/JAS-D-16-0119.1

Characteristics of Strong Updrafts in Precipitation Systems over the Central Tropical Pacific Ocean and in the Amazon
journal, May 2005

  • Anderson, Nicholas F.; Grainger, Cedric A.; Stith, Jeffrey L.
  • Journal of Applied Meteorology, Vol. 44, Issue 5
  • DOI: 10.1175/JAM2231.1

Flood or Drought: How Do Aerosols Affect Precipitation?
journal, September 2008


The Diurnal Cycle of Rainfall and Convective Intensity according to Three Years of TRMM Measurements
journal, May 2003


Relationships between Water Vapor Path and Precipitation over the Tropical Oceans
journal, April 2004


Cumulonimbus Vertical Velocity Events in GATE. Part I: Diameter, Intensity and Mass Flux
journal, November 1980


Layer inflow into precipitating convection over the western tropical Pacific
journal, July 2002

  • Mechem, David B.; Houze Jr, Robert A.; Chen, Shuyi S.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 128, Issue 584
  • DOI: 10.1256/003590002320603502

Organized Convection Parameterization for the ITCZ*
journal, August 2015

  • Khouider, Boualem; Moncrieff, Mitchell W.
  • Journal of the Atmospheric Sciences, Vol. 72, Issue 8
  • DOI: 10.1175/JAS-D-15-0006.1

Sensitivity to Horizontal Resolution in the AGCM Simulations of Warm Season Diurnal Cycle of Precipitation over the United States and Northern Mexico
journal, May 2007

  • Lee, Myong-In; Schubert, Siegfried D.; Suarez, Max J.
  • Journal of Climate, Vol. 20, Issue 9
  • DOI: 10.1175/JCLI4090.1

Organization of Tropical Convection in Low Vertical Wind Shears: The Role of Cold Pools
journal, July 2001


Seasonal and diurnal variability of convection over the Amazonia: A comparison of different vegetation types and large scale forcing
journal, April 2004

  • Machado, L. A. T.; Laurent, H.; Dessay, N.
  • Theoretical and Applied Climatology, Vol. 78, Issue 1-3
  • DOI: 10.1007/s00704-004-0044-9

Moist Convective Scaling: Some Inferences from Three-Dimensional Cloud Ensemble Simulations
journal, November 1996


Evaluation of Trigger Functions for Convective Parameterization Schemes Using Observations
journal, October 2014


Development and Structure of Winter Monsoon Cloud Clusters On 10 December 1978
journal, March 1984


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

Modeling Condensation in Deep Convection
journal, July 2017

  • Grabowski, Wojciech W.; Morrison, Hugh
  • Journal of the Atmospheric Sciences, Vol. 74, Issue 7
  • DOI: 10.1175/JAS-D-16-0255.1

Mass-Flux Characteristics of Tropical Cumulus Clouds from Wind Profiler Observations at Darwin, Australia
journal, May 2015

  • Kumar, Vickal V.; Jakob, Christian; Protat, Alain
  • Journal of the Atmospheric Sciences, Vol. 72, Issue 5
  • DOI: 10.1175/JAS-D-14-0259.1

Large-Scale Meteorology and Deep Convection during TRMM KWAJEX*
journal, February 2004


Nature versus Nurture in Shallow Convection
journal, May 2010

  • Romps, David M.; Kuang, Zhiming
  • Journal of the Atmospheric Sciences, Vol. 67, Issue 5
  • DOI: 10.1175/2009JAS3307.1

GoAmazon2014/5 campaign points to deep-inflow approach to deep convection across scales
journal, April 2018

  • Schiro, Kathleen A.; Ahmed, Fiaz; Giangrande, Scott E.
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 18
  • DOI: 10.1073/pnas.1719842115

Kinematic characteristics of air flowing into and out of precipitating convection over the west Pacific warm pool: An airborne Doppler radar survey
journal, April 1999

  • Kingsmill, David E.; Houze, Robert A.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 125, Issue 556
  • DOI: 10.1002/qj.1999.49712555605

Temperature–Moisture Dependence of the Deep Convective Transition as a Constraint on Entrainment in Climate Models
journal, April 2012

  • Sahany, Sandeep; Neelin, J. David; Hales, Katrina
  • Journal of the Atmospheric Sciences, Vol. 69, Issue 4
  • DOI: 10.1175/JAS-D-11-0164.1

A Large Eddy Simulation Intercomparison Study of Shallow Cumulus Convection
journal, May 2003


Measurement of Convective Entrainment Using Lagrangian Particles
journal, January 2013

  • Yeo, Kyongmin; Romps, David M.
  • Journal of the Atmospheric Sciences, Vol. 70, Issue 1
  • DOI: 10.1175/JAS-D-12-0144.1

Geographical differences in the tropical precipitation-moisture relationship and rain intensity onset: REGIONALITY AND INTENSITY IN P-
journal, January 2017

  • Ahmed, Fiaz; Schumacher, Courtney
  • Geophysical Research Letters, Vol. 44, Issue 2
  • DOI: 10.1002/2016GL071980

Mesoscale convective systems
journal, January 2004


Implementation of a Stochastic Eddy-Diffusivity/Mass-Flux Parameterization into the Navy Global Environmental Model
journal, December 2014

  • Sušelj, Kay; Hogan, Timothy F.; Teixeira, João
  • Weather and Forecasting, Vol. 29, Issue 6
  • DOI: 10.1175/WAF-D-14-00043.1

A Combined Eddy-Diffusivity Mass-Flux Approach for the Convective Boundary Layer
journal, April 2007

  • Siebesma, A. Pier; Soares, Pedro M. M.; Teixeira, João
  • Journal of the Atmospheric Sciences, Vol. 64, Issue 4
  • DOI: 10.1175/JAS3888.1

Variability of Midtropospheric Moisture and Its Effect on Cloud-Top Height Distribution during TOGA COARE*
journal, December 1997


Influence of the Subcloud Layer on the Development of a Deep Convective Ensemble
journal, September 2012

  • Böing, Steven J.; Jonker, Harm J. J.; Siebesma, A. Pier
  • Journal of the Atmospheric Sciences, Vol. 69, Issue 9
  • DOI: 10.1175/JAS-D-11-0317.1

The Estimation of Convective Mass Flux from Radar Reflectivities
journal, May 2016

  • Kumar, Vickal V.; Protat, Alain; Jakob, Christian
  • Journal of Applied Meteorology and Climatology, Vol. 55, Issue 5
  • DOI: 10.1175/JAMC-D-15-0193.1

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


Constraints on Model Response to Greenhouse Gas Forcing and the Role of Subgrid-Scale Processes
journal, June 2008

  • Sanderson, Benjamin M.; Knutti, R.; Aina, T.
  • Journal of Climate, Vol. 21, Issue 11
  • DOI: 10.1175/2008JCLI1869.1

Climatological Characterization of Three-Dimensional Storm Structure from Operational Radar and Rain Gauge Data
journal, September 1995


Forecast and Tracking the Evolution of Cloud Clusters (ForTraCC) Using Satellite Infrared Imagery: Methodology and Validation
journal, April 2008

  • Vila, Daniel Alejandro; Machado, Luiz Augusto Toledo; Laurent, Henri
  • Weather and Forecasting, Vol. 23, Issue 2
  • DOI: 10.1175/2007WAF2006121.1

Retrieving Liquid Wat0er Path and Precipitable Water Vapor From the Atmospheric Radiation Measurement (ARM) Microwave Radiometers
journal, November 2007

  • Turner, David D.; Clough, Shepard A.; Liljegren, James C.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, Issue 11
  • DOI: 10.1109/TGRS.2007.903703

Convective Transition Statistics over Tropical Oceans for Climate Model Diagnostics: Observational Baseline
journal, May 2018

  • Kuo, Yi-Hung; Schiro, Kathleen A.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 5
  • DOI: 10.1175/JAS-D-17-0287.1

Characteristics of vertical air motion in isolated convective clouds
journal, January 2016

  • Yang, Jing; Wang, Zhien; Heymsfield, Andrew J.
  • Atmospheric Chemistry and Physics, Vol. 16, Issue 15
  • DOI: 10.5194/acp-16-10159-2016

Quantification of modelling uncertainties in a large ensemble of climate change simulations
journal, August 2004

  • Murphy, James M.; Sexton, David M. H.; Barnett, David N.
  • Nature, Vol. 430, Issue 7001
  • DOI: 10.1038/nature02771

A Theory for Strong, Long-Lived Squall Lines
journal, February 1988


First-Passage-Time Prototypes for Precipitation Statistics
journal, September 2014

  • Stechmann, Samuel N.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 9
  • DOI: 10.1175/JAS-D-13-0268.1

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

Moisture Vertical Structure, Column Water Vapor, and Tropical Deep Convection
journal, June 2009

  • Holloway, Christopher E.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 66, Issue 6
  • DOI: 10.1175/2008JAS2806.1

Shallow-to-Deep Transition of Continental Moist Convection: Cold Pools, Surface Fluxes, and Mesoscale Organization
journal, December 2018

  • Kurowski, Marcin J.; Suselj, Kay; Grabowski, Wojciech W.
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 12
  • DOI: 10.1175/JAS-D-18-0031.1

Convective and large-scale mass flux profiles over tropical oceans determined from synergistic analysis of a suite of satellite observations: MASS FLUX ESTIMATES FROM SATELLITES
journal, July 2016

  • Masunaga, Hirohiko; Luo, Zhengzhao Johnny
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 13
  • DOI: 10.1002/2016JD024753

Introduction: Observations and Modeling of the Green Ocean Amazon (GoAmazon2014/5)
journal, January 2016

  • Martin, S. T.; Artaxo, P.; Machado, L. A. T.
  • Atmospheric Chemistry and Physics, Vol. 16, Issue 8
  • DOI: 10.5194/acp-16-4785-2016

How Do Environmental Conditions Influence Vertical Buoyancy Structure and Shallow-to-Deep Convection Transition across Different Climate Regimes?
journal, June 2018

  • Zhuang, Yizhou; Fu, Rong; Wang, Hongqing
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 6
  • DOI: 10.1175/JAS-D-17-0284.1

The MJO Transition from Shallow to Deep Convection in CloudSat /CALIPSO Data and GISS GCM Simulations
journal, June 2012


A Multiparcel Model for Shallow Cumulus Convection
journal, May 2002


Study of diurnal cycle of convective precipitation over Amazonia using a single column model: SCM STUDY OF DIURNAL CYCLE OF PRECIPITATION
journal, December 2002

  • Betts, Alan K.; Jakob, Christian
  • Journal of Geophysical Research: Atmospheres, Vol. 107, Issue D23
  • DOI: 10.1029/2002JD002264

Triggering Deep Convection with a Probabilistic Plume Model
journal, November 2014

  • D’Andrea, Fabio; Gentine, Pierre; Betts, Alan K.
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 11
  • DOI: 10.1175/JAS-D-13-0340.1

Temporal Relations of Column Water Vapor and Tropical Precipitation
journal, April 2010

  • Holloway, Christopher E.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 67, Issue 4
  • DOI: 10.1175/2009JAS3284.1

A model for the relationship between tropical precipitation and column water vapor
journal, January 2009

  • Muller, Caroline J.; Back, Larissa E.; O'Gorman, Paul A.
  • Geophysical Research Letters, Vol. 36, Issue 16
  • DOI: 10.1029/2009GL039667

The Role of Moisture–Convection Feedbacks in Simulating the Madden–Julian Oscillation
journal, June 2011


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

Thermodynamic control of tropical rainfall
journal, April 2000

  • Raymond, D. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 126, Issue 564
  • DOI: 10.1002/qj.49712656406

GNSS observations of deep convective time scales in the Amazon: GNSS DEEP CONVECTIVE TIME SCALES
journal, June 2013

  • Adams, D. K.; Gutman, Seth I.; Holub, Kirk L.
  • Geophysical Research Letters, Vol. 40, Issue 11
  • DOI: 10.1002/grl.50573

Vertical Velocity in Oceanic Convection off Tropical Australia
journal, November 1994


Process-Oriented MJO Simulation Diagnostic: Moisture Sensitivity of Simulated Convection
journal, July 2014


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


The Transition to Strong Convection
journal, August 2009

  • Neelin, J. David; Peters, Ole; Hales, Katrina
  • Journal of the Atmospheric Sciences, Vol. 66, Issue 8
  • DOI: 10.1175/2009JAS2962.1

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

Sensitivity of moist convection to environmental humidity
journal, October 2004

  • Derbyshire, S. H.; Beau, I.; Bechtold, P.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 604
  • DOI: 10.1256/qj.03.130

Association of parameter, software, and hardware variation with large-scale behavior across 57,000 climate models
journal, July 2007

  • Knight, C. G.; Knight, S. H. E.; Massey, N.
  • Proceedings of the National Academy of Sciences, Vol. 104, Issue 30
  • DOI: 10.1073/pnas.0608144104

The role of stability and moisture in the diurnal cycle of convection over land
journal, October 2004

  • Chaboureau, J. -P.; Guichard, F.; Redelsperger, J. -L.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 604
  • DOI: 10.1256/qj.03.132

Using Temporal Modes of Rainfall to Evaluate the Performance of a Numerical Weather Prediction Model
journal, December 2004

  • Knievel, Jason C.; Ahijevych, David A.; Manning, Kevin W.
  • Monthly Weather Review, Vol. 132, Issue 12
  • DOI: 10.1175/MWR2828.1

Modelling the diurnal cycle of deep precipitating convection over land with cloud-resolving models and single-column models
journal, October 2004

  • Guichard, F.; Petch, J. C.; Redelsperger, J. -L.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 604
  • DOI: 10.1256/qj.03.145

An eddy-diffusivity/mass-flux parametrization for dry and shallow cumulus convection
journal, October 2004

  • Soares, P. M. M.; Miranda, P. M. A.; Siebesma, A. P.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 604
  • DOI: 10.1256/qj.03.223

On the Mass-Flux Representation of Vertical Transport in Moist Convection
journal, December 2015


The simulation of the diurnal cycle of convective precipitation over land in a global model
journal, October 2004

  • Bechtold, P.; Chaboureau, J. -P.; Beljaars, A.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 604
  • DOI: 10.1256/qj.03.103

Latent Heating and Mixing due to Entrainment in Tropical Deep Convection
journal, February 2014

  • McGee, Clayton J.; van den Heever, Susan C.
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 2
  • DOI: 10.1175/JAS-D-13-0140.1

Sensitivity of the simulated precipitation to changes in convective relaxation time scale
journal, January 2010


Models of Precipitating Cumulus Towers
journal, July 1969


Parameterizing Convective Organization to Escape the Entrainment Dilemma: PARAMETERIZING CONVECTIVE ORGANIZATION
journal, February 2011

  • Mapes, Brian; Neale, Richard
  • Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 2
  • DOI: 10.1029/2011MS000042

Critical phenomena in atmospheric precipitation
journal, May 2006

  • Peters, Ole; Neelin, J. David
  • Nature Physics, Vol. 2, Issue 6
  • DOI: 10.1038/nphys314

Identifying sensitive ranges in global warming precipitation change dependence on convective parameters
journal, June 2016

  • Bernstein, Diana N.; Neelin, J. David
  • Geophysical Research Letters, Vol. 43, Issue 11
  • DOI: 10.1002/2016GL069022

Reverse Engineering the Tropical Precipitation–Buoyancy Relationship
journal, May 2018


A Direct Measure of Entrainment
journal, June 2010


Simulation, Modeling, and Dynamically Based Parameterization of Organized Tropical Convection for Global Climate Models
journal, May 2017

  • Moncrieff, Mitchell W.; Liu, Changhai; Bogenschutz, Peter
  • Journal of the Atmospheric Sciences, Vol. 74, Issue 5
  • DOI: 10.1175/JAS-D-16-0166.1

The Effect of Imposed Drying on Parameterized Deep Convection
journal, July 2009

  • Sobel, Adam H.; Bellon, Gilles
  • Journal of the Atmospheric Sciences, Vol. 66, Issue 7
  • DOI: 10.1175/2008JAS2926.1

On Constraining Estimates of Climate Sensitivity with Present-Day Observations through Model Weighting
journal, December 2011

  • Klocke, Daniel; Pincus, Robert; Quaas, Johannes
  • Journal of Climate, Vol. 24, Issue 23
  • DOI: 10.1175/2011JCLI4193.1

Smoking Rain Clouds over the Amazon
journal, February 2004


Representing the Sensitivity of Convective Cloud Systems to Tropospheric Humidity in General Circulation Models
journal, September 2011


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

A Stochastic Model for the Transition to Strong Convection
journal, December 2011

  • Stechmann, Samuel N.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 68, Issue 12
  • DOI: 10.1175/JAS-D-11-028.1

The four cumulus cloud modes and their progression during rainfall events: A C-band polarimetric radar perspective: TROPICAL CUMULUS CLOUDS
journal, August 2013

  • Kumar, Vickal V.; Jakob, Christian; Protat, Alain
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 15
  • DOI: 10.1002/jgrd.50640