TY - JOUR
T1 - The Multiscale Impacts of Organized Convection in Global 2-D Cloud-Resolving Models
AU - Brenowitz, N. D.
AU - Majda, A. J.
AU - Yang, Q.
N1 - Funding Information:
N. B. is supported as a postdoctoral fellow by the Washington Research Foundation and by a Data Science Environments project award from the Gordon and Betty Moore Foundation (Award 2013-10-29) and the Alfred P. Sloan Foundation (Award 3835) to the University of Washington eScience Institute. The research of A. J. M. is partially supported by the Office of Naval Research ONR MURI N00014-12-1-0912 and the Center for Prototype Climate Modeling (CPCM) in the New York University Abu Dhabi (NYUAD) Research Institute. Q. Y. is funded as a postdoctoral fellow by CPCM in the NYUAD Research Institute. We thank Peter Blossey for providing the custom version of SAM and an anonymous reviewer for their helpful comments. The data sets analyzed here are available at zenodo.org Brenowitz ().
Funding Information:
N. B. is supported as a postdoctoral fellow by the Washington Research Foundation and by a Data Science Environments project award from the Gordon and Betty Moore Foundation (Award 2013-10-29) and the Alfred P. Sloan Foundation (Award 3835) to the University of Washington eScience Institute. The research of A. J. M. is partially supported by the Office of Naval Research ONR MURI N00014-12-1-0912 and the Center for Prototype Climate Modeling (CPCM) in the New York University Abu Dhabi (NYUAD) Research Institute. Q. Y. is funded as a postdoctoral fellow by CPCM in the NYUAD Research Institute. We thank Peter Blossey for providing the custom version of SAM and an anonymous reviewer for their helpful comments. The data sets analyzed here are available at zenodo.org Brenowitz (2018).
Publisher Copyright:
©2018. American Geophysical Union. All Rights Reserved.
PY - 2018/8
Y1 - 2018/8
N2 - This paper studies the mechanisms behind the multiscale organization of tropical moist convection using a trio of cloud-resolving atmospheric simulations performed in a periodic two-dimensional 32,000-km domain. A simulation with interactive surface fluxes and long-wave radiation over a constant sea surface temperature of 300.15 K produces a planetary-scale self-aggregated patch of convection after 80 days of simulation. Fixing the surface fluxes and radiative cooling at a constant value suppresses this planetary-scale organization. However, increasing the stability at the tropopause by adding stratospheric heating produces a simulation, which generates a planetary-scale wave after just 30 days. This planetary-scale wave modulates eastward propagating synoptic-scale waves, which in turn modulate westward propagating mesoscale convective system. Low-pass filters are used to diagnose the feedbacks, which produce large-scale variance of zonal velocity, buoyancy, and humidity. The planetary-scale buoyancy variance and zonal velocity variance are related to the available potential energy (APE) and kinetic energy (KE) budgets, respectively. In the simulation with stratospheric heating, planetary-scale KE is created by vertical fluxes of zonal momentum, converted to APE, and then dissipated by latent heating, mixing, and other buoyancy sources. Without stratospheric heating, the KE produced by these feedbacks is strongly damped in the stratosphere. The mesoscale eddy flux convergence of zonal momentum dominates the total vertical flux feedback on the planetary-scale KE, and its vertical structure is consistent with the westward propagating mesoscale convective systems. Overall, these results demonstrate that these eddy fluxes can organize two-dimensional deep convection on planetary scales in the absence of other diabatic feedbacks.
AB - This paper studies the mechanisms behind the multiscale organization of tropical moist convection using a trio of cloud-resolving atmospheric simulations performed in a periodic two-dimensional 32,000-km domain. A simulation with interactive surface fluxes and long-wave radiation over a constant sea surface temperature of 300.15 K produces a planetary-scale self-aggregated patch of convection after 80 days of simulation. Fixing the surface fluxes and radiative cooling at a constant value suppresses this planetary-scale organization. However, increasing the stability at the tropopause by adding stratospheric heating produces a simulation, which generates a planetary-scale wave after just 30 days. This planetary-scale wave modulates eastward propagating synoptic-scale waves, which in turn modulate westward propagating mesoscale convective system. Low-pass filters are used to diagnose the feedbacks, which produce large-scale variance of zonal velocity, buoyancy, and humidity. The planetary-scale buoyancy variance and zonal velocity variance are related to the available potential energy (APE) and kinetic energy (KE) budgets, respectively. In the simulation with stratospheric heating, planetary-scale KE is created by vertical fluxes of zonal momentum, converted to APE, and then dissipated by latent heating, mixing, and other buoyancy sources. Without stratospheric heating, the KE produced by these feedbacks is strongly damped in the stratosphere. The mesoscale eddy flux convergence of zonal momentum dominates the total vertical flux feedback on the planetary-scale KE, and its vertical structure is consistent with the westward propagating mesoscale convective systems. Overall, these results demonstrate that these eddy fluxes can organize two-dimensional deep convection on planetary scales in the absence of other diabatic feedbacks.
KW - moist atmospheric convection
KW - multiscale methods
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U2 - 10.1029/2018MS001335
DO - 10.1029/2018MS001335
M3 - Article
AN - SCOPUS:85052407037
SN - 1942-2466
VL - 10
SP - 2009
EP - 2025
JO - Journal of Advances in Modeling Earth Systems
JF - Journal of Advances in Modeling Earth Systems
IS - 8
ER -