Intercomparison of methods of coupling between convection and large-scale circulation. 1. Comparison over uniform surface conditions
Abstract
Here, as part of an international intercomparison project, a set of single-column models (SCMs) and cloud-resolving models (CRMs) are run under the weak-temperature gradient (WTG) method and the damped gravity wave (DGW) method. For each model, the implementation of the WTG or DGW method involves a simulated column which is coupled to a reference state defined with profiles obtained from the same model in radiative-convective equilibrium. The simulated column has the same surface conditions as the reference state and is initialized with profiles from the reference state. We performed systematic comparison of the behavior of different models under a consistent implementation of the WTG method and the DGW method and systematic comparison of the WTG and DGW methods in models with different physics and numerics. CRMs and SCMs produce a variety of behaviors under both WTG and DGW methods. Some of the models reproduce the reference state while others sustain a large-scale circulation which results in either substantially lower or higher precipitation compared to the value of the reference state. CRMs show a fairly linear relationship between precipitation and circulation strength. SCMs display a wider range of behaviors than CRMs. Some SCMs under the WTG method produce zero precipitation. Withinmore »
- Authors:
-
- Univ. of Reading, Reading (United Kingdom)
- New Mexico Tech, Socorro, NM (United States)
- Columbia Univ., New York, NY (United States)
- Univ. of Washington, Seattle, WA (United States)
- NASA Langley Research Center, Hampton, VA (United States)
- Univ. of Auckland, Auckland (New Zealand)
- Meteo France, Toulouse (France)
- Royal Netherlands Meteorological Institute, De Bilt (Netherlands); Delft Univ. of Technology, Delft (Netherlands)
- Royal Netherlands Meteorological Institute, De Bilt (Netherlands)
- Publication Date:
- Research Org.:
- NASA Langley Research Center, Hampton, VA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1243063
- Grant/Contract Number:
- SC0005450
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Advances in Modeling Earth Systems
- Additional Journal Information:
- Journal Volume: 7; Journal Issue: 4; Journal ID: ISSN 1942-2466
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES
Citation Formats
Daleu, C. L., Plant, R. S., Woolnough, S. J., Sessions, S., Herman, M. J., Sobel, A., Wang, S., Kim, D., Cheng, A., Bellon, G., Peyrille, P., Ferry, F., Siebesma, P., and van Ulft, L. Intercomparison of methods of coupling between convection and large-scale circulation. 1. Comparison over uniform surface conditions. United States: N. p., 2015.
Web. doi:10.1002/2015MS000468.
Daleu, C. L., Plant, R. S., Woolnough, S. J., Sessions, S., Herman, M. J., Sobel, A., Wang, S., Kim, D., Cheng, A., Bellon, G., Peyrille, P., Ferry, F., Siebesma, P., & van Ulft, L. Intercomparison of methods of coupling between convection and large-scale circulation. 1. Comparison over uniform surface conditions. United States. https://doi.org/10.1002/2015MS000468
Daleu, C. L., Plant, R. S., Woolnough, S. J., Sessions, S., Herman, M. J., Sobel, A., Wang, S., Kim, D., Cheng, A., Bellon, G., Peyrille, P., Ferry, F., Siebesma, P., and van Ulft, L. Sat .
"Intercomparison of methods of coupling between convection and large-scale circulation. 1. Comparison over uniform surface conditions". United States. https://doi.org/10.1002/2015MS000468. https://www.osti.gov/servlets/purl/1243063.
@article{osti_1243063,
title = {Intercomparison of methods of coupling between convection and large-scale circulation. 1. Comparison over uniform surface conditions},
author = {Daleu, C. L. and Plant, R. S. and Woolnough, S. J. and Sessions, S. and Herman, M. J. and Sobel, A. and Wang, S. and Kim, D. and Cheng, A. and Bellon, G. and Peyrille, P. and Ferry, F. and Siebesma, P. and van Ulft, L.},
abstractNote = {Here, as part of an international intercomparison project, a set of single-column models (SCMs) and cloud-resolving models (CRMs) are run under the weak-temperature gradient (WTG) method and the damped gravity wave (DGW) method. For each model, the implementation of the WTG or DGW method involves a simulated column which is coupled to a reference state defined with profiles obtained from the same model in radiative-convective equilibrium. The simulated column has the same surface conditions as the reference state and is initialized with profiles from the reference state. We performed systematic comparison of the behavior of different models under a consistent implementation of the WTG method and the DGW method and systematic comparison of the WTG and DGW methods in models with different physics and numerics. CRMs and SCMs produce a variety of behaviors under both WTG and DGW methods. Some of the models reproduce the reference state while others sustain a large-scale circulation which results in either substantially lower or higher precipitation compared to the value of the reference state. CRMs show a fairly linear relationship between precipitation and circulation strength. SCMs display a wider range of behaviors than CRMs. Some SCMs under the WTG method produce zero precipitation. Within an individual SCM, a DGW simulation and a corresponding WTG simulation can produce different signed circulation. When initialized with a dry troposphere, DGW simulations always result in a precipitating equilibrium state. The greatest sensitivities to the initial moisture conditions occur for multiple stable equilibria in some WTG simulations, corresponding to either a dry equilibrium state when initialized as dry or a precipitating equilibrium state when initialized as moist. Multiple equilibria are seen in more WTG simulations for higher SST. In some models, the existence of multiple equilibria is sensitive to some parameters in the WTG calculations.},
doi = {10.1002/2015MS000468},
journal = {Journal of Advances in Modeling Earth Systems},
number = 4,
volume = 7,
place = {United States},
year = {Sat Oct 24 00:00:00 EDT 2015},
month = {Sat Oct 24 00:00:00 EDT 2015}
}
Web of Science
Figures / Tables:
Works referenced in this record:
The Tropical Subseasonal Variability Simulated in the NASA GISS General Circulation Model
journal, July 2012
- Kim, Daehyun; Sobel, Adam H.; Del Genio, Anthony D.
- Journal of Climate, Vol. 25, Issue 13
Implementing the Weak Temperature Gradient Approximation with Full Vertical Structure
journal, February 2004
- Shaevitz, Daniel A.; Sobel, Adam H.
- Monthly Weather Review, Vol. 132, Issue 2
Response of Atmospheric Convection to Vertical Wind Shear: Cloud-System-Resolving Simulations with Parameterized Large-Scale Circulation. Part I: Specified Radiative Cooling
journal, August 2014
- Anber, Usama; Wang, Shuguang; Sobel, Adam
- Journal of the Atmospheric Sciences, Vol. 71, Issue 8
A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
journal, September 2006
- Hong, Song-You; Noh, Yign; Dudhia, Jimy
- Monthly Weather Review, Vol. 134, Issue 9
Toward a Better Determination of Turbulent Air–Sea Fluxes from Several Experiments
journal, February 2003
- Weill, A.; Eymard, L.; Caniaux, G.
- Journal of Climate, Vol. 16, Issue 4
Simulation of shallow cumuli and their transition to deep convective clouds by cloud-resolving models with different third-order turbulence closures
journal, January 2006
- Cheng, Anning; Xu, Kuan-Man
- Quarterly Journal of the Royal Meteorological Society, Vol. 132, Issue 615
LMDZ5B: the atmospheric component of the IPSL climate model with revisited parameterizations for clouds and convection
journal, April 2012
- Hourdin, Frédéric; Grandpeix, Jean-Yves; Rio, Catherine
- Climate Dynamics, Vol. 40, Issue 9-10
A Mass Flux Convection Scheme with Representation of Cloud Ensemble Characteristics and Stability-Dependent Closure
journal, July 1990
- Gregory, D.; Rowntree, P. R.
- Monthly Weather Review, Vol. 118, Issue 7
Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5
journal, February 2013
- Dufresne, J. -L.; Foujols, M. -A.; Denvil, S.
- Climate Dynamics, Vol. 40, Issue 9-10
Multiple equilibria in a single-column model of the tropical atmosphere
journal, January 2007
- Sobel, A. H.; Bellon, G.; Bacmeister, J.
- Geophysical Research Letters, Vol. 34, Issue 22
EC-Earth: A Seamless Earth-System Prediction Approach in Action
journal, October 2010
- Hazeleger, Wilco; Severijns, Camiel; Semmler, Tido
- Bulletin of the American Meteorological Society, Vol. 91, Issue 10
Representation of Clouds in Large-Scale Models
journal, November 1993
- Tiedtke, M.
- Monthly Weather Review, Vol. 121, Issue 11
A Parameterization of Dry Thermals and Shallow Cumuli for Mesoscale Numerical Weather Prediction
journal, May 2009
- Pergaud, Julien; Masson, Valéry; Malardel, Sylvie
- Boundary-Layer Meteorology, Vol. 132, Issue 1
Unified treatment of dry convective and stratocumulus-topped boundary layers in the ECMWF model
journal, January 2011
- Köhler, M.; Ahlgrimm, M.; Beljaars, A.
- Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654
Modeling Tropical Precipitation in a Single Column
journal, December 2000
- Sobel, Adam H.; Bretherton, Christopher S.
- Journal of Climate, Vol. 13, Issue 24
Adaptive detrainment in a convective parametrization
journal, August 2011
- Derbyshire, S. H.; Maidens, A. V.; Milton, S. F.
- Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 660
Improvement of the K-profile Model for the Planetary Boundary Layer based on Large Eddy Simulation Data
journal, May 2003
- Noh, Y.; Cheon, W. G.; Hong, S. Y.
- Boundary-Layer Meteorology, Vol. 107, Issue 2
The Impact of Dimensionality on Long-Term Cloud-Resolving Model Simulations
journal, May 2000
- Tompkins, A. M.
- Monthly Weather Review, Vol. 128, Issue 5
Small-Scale and Mesoscale Variability in Cloudy Boundary Layers: Joint Probability Density Functions
journal, December 2002
- Larson, Vincent E.; Golaz, Jean-Christophe; Cotton, William R.
- Journal of the Atmospheric Sciences, Vol. 59, Issue 24
Weak Pressure Gradient Approximation and Its Analytical Solutions
journal, September 2012
- Romps, David M.
- Journal of the Atmospheric Sciences, Vol. 69, Issue 9
Weakly Forced Mock Walker Cells
journal, September 2012
- Kuang, Zhiming
- Journal of the Atmospheric Sciences, Vol. 69, Issue 9
Self‐consistency tests of large‐scale dynamics parameterizations for single‐column modeling
journal, March 2015
- Edman, Jacob P.; Romps, David M.
- Journal of Advances in Modeling Earth Systems, Vol. 7, Issue 1
The Wavelength Dependence of the Gross Moist Stability and the Scale Selection in the Instability of Column-Integrated Moist Static Energy
journal, January 2011
- Kuang, Zhiming
- Journal of the Atmospheric Sciences, Vol. 68, Issue 1
Scale Analysis for Large-Scale Tropical Atmospheric Dynamics
journal, January 2009
- Yano, Jun-Ichi; Bonazzola, Marine
- Journal of the Atmospheric Sciences, Vol. 66, Issue 1
Cloud-Resolving Model Simulations with One- and Two-Way Couplings via the Weak Temperature Gradient Approximation
journal, December 2012
- Daleu, C. L.; Woolnough, S. J.; Plant, R. S.
- Journal of the Atmospheric Sciences, Vol. 69, Issue 12
Radiative-convective instability: RADIATIVE-CONVECTIVE INSTABILITY
journal, February 2014
- Emanuel, Kerry; Wing, Allison A.; Vincent, Emmanuel M.
- Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 1
Impact of imposed drying on deep convection in a cloud-resolving model: IMPACT OF DRYING ON DEEP CONVECTION
journal, January 2012
- Wang, S.; Sobel, A. H.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D2
A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models
journal, August 1989
- Tiedtke, M.
- Monthly Weather Review, Vol. 117, Issue 8
A New Boundary Layer Mixing Scheme. Part I: Scheme Description and Single-Column Model Tests
journal, September 2000
- Lock, A. P.; Brown, A. R.; Bush, M. R.
- Monthly Weather Review, Vol. 128, Issue 9
A Parameterization of the Cloudiness Associated with Cumulus Convection; Evaluation Using TOGA COARE Data
journal, November 2001
- Bony, Sandrine; Emanuel, Kerry A.
- Journal of the Atmospheric Sciences, Vol. 58, Issue 21
An Approach for Convective Parameterization with Memory: Separating Microphysics and Transport in Grid-Scale Equations
journal, November 2007
- Piriou, Jean-Marcel; Redelsperger, Jean-Luc; Geleyn, Jean-François
- Journal of the Atmospheric Sciences, Vol. 64, Issue 11
Sensitivity to the representation of precipitating ice in CRM simulations of deep convection
journal, June 1998
- Swann, Hugh
- Atmospheric Research, Vol. 47-48
The microphysical properties of tropical convective anvil cirrus: A comparison of models and observations
journal, July 2001
- Brown, P. R. A.; Heymsfield, A. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 127, Issue 575
Modeling the Interaction between Cumulus Convection and Linear Gravity Waves Using a Limited-Domain Cloud System–Resolving Model
journal, February 2008
- Kuang, Zhiming
- Journal of the Atmospheric Sciences, Vol. 65, Issue 2
Sensitivity studies using a cloud-resolving model simulation of the tropical west Pacific
journal, October 2001
- Petch, J. C.; Gray, M. E. B.
- Quarterly Journal of the Royal Meteorological Society, Vol. 127, Issue 577
The Mesoscale and Microscale Structure and Organization of Clouds and Precipitation in Midlatitude Cyclones. XII: A Diagnostic Modeling Study of Precipitation Development in Narrow Cold-Frontal Rainbands
journal, October 1984
- Rutledge, Steven A.; Hobbs, Peter V.
- Journal of the Atmospheric Sciences, Vol. 41, Issue 20
A Numerical Study of the Stratiform Region of a Fast-Moving Squall Line. Part I: General Description and Water and Heat Budgets
journal, July 1994
- Caniaux, G.; Redelsperger, J-L.; Lafore, J-P.
- Journal of the Atmospheric Sciences, Vol. 51, Issue 14
WTG cloud modeling with spectral decomposition of heating
journal, December 2014
- Herman, Michael J.; Raymond, David J.
- Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 4
An Improved Weak Pressure Gradient Scheme for Single-Column Modeling
journal, July 2014
- Edman, Jacob P.; Romps, David M.
- Journal of the Atmospheric Sciences, Vol. 71, Issue 7
Configuration and assessment of the GISS ModelE2 contributions to the CMIP5 archive: GISS MODEL-E2 CMIP5 SIMULATIONS
journal, March 2014
- Schmidt, Gavin A.; Kelley, Max; Nazarenko, Larissa
- Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 1
A turbulence scheme allowing for mesoscale and large-eddy simulations
journal, January 2000
- Cuxart, J.; Bougeault, P.; Redelsperger, J. -L.
- Quarterly Journal of the Royal Meteorological Society, Vol. 126, Issue 562
Response of convection to relative sea surface temperature: Cloud-resolving simulations in two and three dimensions
journal, January 2011
- Wang, S.; Sobel, A. H.
- Journal of Geophysical Research, Vol. 116, Issue D11
Bulk Parameterization of the Snow Field in a Cloud Model
journal, June 1983
- Lin, Yuh-Lang; Farley, Richard D.; Orville, Harold D.
- Journal of Climate and Applied Meteorology, Vol. 22, Issue 6
Cloud-resolving simulation of TOGA-COARE using parameterized large-scale dynamics: CRM WITH PARAMETERIZED LARGE-SCALE W
journal, June 2013
- Wang, Shuguang; Sobel, Adam H.; Kuang, Zhiming
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 12
Transition from Suppressed to Active Convection Modulated by a Weak Temperature Gradient–Derived Large-Scale Circulation
journal, February 2015
- Daleu, C. L.; Woolnough, S. J.; Plant, R. S.
- Journal of the Atmospheric Sciences, Vol. 72, Issue 2
Nonlocal Boundary Layer Vertical Diffusion in a Medium-Range Forecast Model
journal, October 1996
- Hong, Song-You; Pan, Hua-Lu
- Monthly Weather Review, Vol. 124, Issue 10
A continuous buoyancy based convection scheme: one-and three-dimensional validation
journal, January 2011
- GuÉRÉMy, J. F.
- Tellus A: Dynamic Meteorology and Oceanography, Vol. 63, Issue 4
PC2: A prognostic cloud fraction and condensation scheme. I: Scheme description
journal, October 2008
- Wilson, Damian R.; Bushell, Andrew C.; Kerr-Munslow, Amanda M.
- Quarterly Journal of the Royal Meteorological Society, Vol. 134, Issue 637
Equilibrium States Simulated by Cloud-Resolving Models
journal, September 1999
- Tao, W-K.; Simpson, J.; Sui, C-H.
- Journal of the Atmospheric Sciences, Vol. 56, Issue 17
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
The Effect of Vertical Wind Shear on Radiative–Convective Equilibrium States
journal, June 2001
- Robe, Françoise R.; Emanuel, Kerry A.
- Journal of the Atmospheric Sciences, Vol. 58, Issue 11
An Energy-Balance Analysis of Deep Convective Self-Aggregation above Uniform SST
journal, December 2005
- Bretherton, Christopher S.; Blossey, Peter N.; Khairoutdinov, Marat
- Journal of the Atmospheric Sciences, Vol. 62, Issue 12
Cloud Simulations in Response to Turbulence Parameterizations in the GISS Model E GCM
journal, July 2012
- Yao, Mao-Sung; Cheng, Ye
- Journal of Climate, Vol. 25, Issue 14
A Scheme for Representing Cumulus Convection in Large-Scale Models
journal, November 1991
- Emanuel, Kerry A.
- Journal of the Atmospheric Sciences, Vol. 48, Issue 21
The Diurnal Cycle of the Marine Stratocumulus Layer: A Higher-Order Model Study
journal, December 1985
- Bougeault, Philippe
- Journal of the Atmospheric Sciences, Vol. 42, Issue 24
A new dynamical core for the Met Office's global and regional modelling of the atmosphere
journal, April 2005
- Davies, T.; Cullen, M. J. P.; Malcolm, A. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 608
Diabatic Divergence Profiles in Western Pacific Mesoscale Convective Systems
journal, May 1995
- Mapes, Brian E.; Houze, Robert A.
- Journal of the Atmospheric Sciences, Vol. 52, Issue 10
Modelling tropical atmospheric convection in the context of the weak temperature gradient approximation
journal, April 2005
- Raymond, David J.; Zeng, Xiping
- Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 608
Convective Entrainment and Large-Scale Organization of Tropical Precipitation: Sensitivity of the CNRM-CM5 Hierarchy of Models
journal, May 2013
- Oueslati, Boutheina; Bellon, Gilles
- Journal of Climate, Vol. 26, Issue 9
Gravity Waves, Compensating Subsidence and Detrainment around Cumulus Clouds
journal, March 1989
- Bretherton, Christopher S.; Smolarkiewicz, Piotr K.
- Journal of the Atmospheric Sciences, Vol. 46, Issue 6
Numerical Tests of the Weak Pressure Gradient Approximation
journal, September 2012
- Romps, David M.
- Journal of the Atmospheric Sciences, Vol. 69, Issue 9
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
A microphysically based precipitation scheme for the UK meteorological office unified model
journal, July 1999
- Wilson, Damian R.; Ballard, Susan P.
- Quarterly Journal of the Royal Meteorological Society, Vol. 125, Issue 557
The Mechanics of Gross Moist Stability: GROSS MOIST STABILITY
journal, March 2009
- Raymond, David J.; Sessions, Sharon L.; Sobel, Adam H.
- Journal of Advances in Modeling Earth Systems, Vol. 1, Issue 3
Large-eddy simulation of stable atmospheric boundary layers with a revised stochastic subgrid model
journal, October 1994
- Brown, A. R.; Derbyshire, S. H.; Mason, P. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 120, Issue 520
The Meso-NH Atmospheric Simulation System. Part I: adiabatic formulation and control simulations
journal, January 1998
- Lafore, J. P.; Stein, J.; Asencio, N.
- Annales Geophysicae, Vol. 16, Issue 1
Evolution of convection during tropical cyclogenesis
journal, January 2007
- Raymond, David J.; Sessions, Sharon L.
- Geophysical Research Letters, Vol. 34, Issue 6
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
NOTES AND CORRESPONDENCE Convective Eddy Momentum Tendencies in Long Cloud-Resolving Model Simulations
journal, March 2001
- Mapes, Brian E.; Wu, Xiaoqing
- Journal of the Atmospheric Sciences, Vol. 58, Issue 5
Multiple equilibria in a cloud-resolving model using the weak temperature gradient approximation
journal, January 2010
- Sessions, Sharon L.; Sugaya, Satomi; Raymond, David J.
- Journal of Geophysical Research, Vol. 115, Issue D12
The CNRM-CM5.1 global climate model: description and basic evaluation
journal, January 2012
- Voldoire, A.; Sanchez-Gomez, E.; Salas y. Mélia, D.
- Climate Dynamics, Vol. 40, Issue 9-10
A turbulence scheme allowing for mesoscale and large-eddy simulations
journal, January 2000
- Cuxart, J.; Bougeault, P.; Redelsperger, Jl
- Quarterly Journal of the Royal Meteorological Society, Vol. 126, Issue 562
Mineral dust increases the habitability of terrestrial planets but confounds biomarker detection
journal, June 2020
- Boutle, Ian A.; Joshi, Manoj; Lambert, F. Hugo
- Nature Communications, Vol. 11, Issue 1
Advances in simulating atmospheric variability with the ECMWF model: from synoptic to decadal time-scales
text, January 2008
- Bechtold, Peter; Köhler, M.; Jung, T.
- ECMWF
The Mechanics of Gross Moist Stability
text, January 2009
- Raymond, David J.; Sessions, Sharon L.; Sobel, Adam H.
- Columbia University
The Tropical Subseasonal Variability Simulated in the NASA GISS General Circulation Model
text, January 2012
- Kim, Daehyun; Sobel, Adam H.; Del Genio, Anthony D.
- Columbia University
Response of convection to relative sea surface temperature: Cloud-resolving simulations in two and three dimensions
text, January 2011
- Wang, Shuguang; Sobel, Adam H.
- Columbia University
Multiple Equilibria in a Single-Column Model of the Tropical Atmosphere
text, January 2007
- Sobel, Adam H.; Bellon, Gilles; Bacmeister, Julio T.
- arXiv
Works referencing / citing this record:
Convective Self-Aggregation in Numerical Simulations: A Review
journal, February 2017
- Wing, Allison A.; Emanuel, Kerry; Holloway, Christopher E.
- Surveys in Geophysics, Vol. 38, Issue 6
Global energetics and local physics as drivers of past, present and future monsoons
journal, May 2018
- Biasutti, Michela; Voigt, Aiko; Boos, William R.
- Nature Geoscience, Vol. 11, Issue 6
Overview of the Meso-NH model version 5.4 and its applications
journal, January 2018
- Lac, Christine; Chaboureau, Jean-Pierre; Masson, Valéry
- Geoscientific Model Development, Vol. 11, Issue 5
Coupling with ocean mixed layer leads to intraseasonal variability in tropical deep convection: Evidence from cloud‐resolving simulations
text, January 2017
- Anber, Usama Mostafa; Wang, Shuguang; Sobel, Adam H.
- Columbia University
Coupling with ocean mixed layer leads to intraseasonal variability in tropical deep convection: Evidence from cloud‐resolving simulations
journal, March 2017
- Anber, Usama; Wang, Shuguang; Sobel, Adam
- Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 1
Overview of the Meso-NH model version 5.4 and its applications
posted_content, January 2018
- Lac, Christine; Chaboureau, Jean-Pierre; Masson, Valéry
- Geoscientific Model Development Discussions
Figures / Tables found in this record: