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Azimuthally averaged wind and thermodynamic structures of tropical cyclones in global climate models and their sensitivity to horizontal resolution

Journal Article · · Journal of Climate
 [1];  [2];  [3];  [4];  [5];  [6];  [7];  [8];  [9];  [10];  [11];  [6]
  1. Univ. of Washington, Seattle, WA (United States); University of Washington
  2. Univ. of Washington, Seattle, WA (United States)
  3. Columbia Univ., Palisades, NY (United States). Lamont-Doherty EarthObservatory
  4. Florida State Univ., Tallahassee, FL (United States)
  5. Columbia Univ., New York, NY (United States)
  6. NOAA Geophysical Fluid Dynamics Lab. Princeton, NJ (United States)
  7. Stony Brook Univ., NY (United States)
  8. Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (CMCC), Bologna (Italy)
  9. Princeton Univ., NJ (United States)
  10. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  11. National Center for Atmospheric Research, Boulder, CO (United States)
Characteristics of tropical cyclones (TCs) in global climate models (GCMs) are known to be influenced by details of the model configurations, including horizontal resolution and parameterization schemes. Understanding model-to-model differences in TC characteristics is a prerequisite for reducing uncertainty in future TC activity projections by GCMs. This study performs a process-level examination of TC structures in eight GCM simulations that span a range of horizontal resolutions from 1° to 0.25°. A recently developed set of process-oriented diagnostics is used to examine the azimuthally averaged wind and thermodynamic structures of the GCM-simulated TCs. Results indicate that the inner-core wind structures of simulated TCs are more strongly constrained by the horizontal resolutions of the models than are the thermodynamic structures of those TCs. As expected, the structures of TC circulations become more realistic with smaller horizontal grid spacing, such that the radii of maximum wind (RMW) become smaller, and the maximum vertical velocities occur off the center. However, the RMWs are still too large, especially at higher intensities, and there are rising motions occurring at the storm centers, inconsistently with observations. The distributions of precipitation, moisture, radiative and surface turbulent heat fluxes around TCs are diverse, even across models with similar horizontal resolutions. At the same horizontal resolution, models that produce greater rainfall in the inner-core regions tend to simulate stronger TCs. Further, when TCs are weak, the radial gradient of net column radiative flux convergence is comparable to that of surface turbulent heat fluxes, emphasizing the importance of cloud-radiative feedbacks during the early developmental phases of TCs.
Research Organization:
Univ. of Washington, Seattle, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER). Earth and Environmental Systems Science Division; National Oceanic and Atmospheric Administration (NOAA); National Science Foundation (NSF); National Aeronautics and Space Administration (NASA); Korean Meteorological Administration Research and Development Program
Grant/Contract Number:
SC0016223
OSTI ID:
1659515
Alternate ID(s):
OSTI ID: 1908813
Journal Information:
Journal of Climate, Journal Name: Journal of Climate Journal Issue: 4 Vol. 33; ISSN 0894-8755
Publisher:
American Meteorological SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (83)

The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1 journal November 2014
A multidecadal simulation of Atlantic tropical cyclones using a variable-resolution global atmospheric general circulation model journal August 2014
Characteristics of tropical cyclones in high‐resolution models in the present climate journal December 2014
Impact of the dynamical core on the direct simulation of tropical cyclones in a high-resolution global model: DYNAMICAL CORE IMPACT ON TC ACTIVITY journal May 2015
Uniformly rotating global radiative-convective equilibrium in the Community Atmosphere Model, version 5: UNIFORMLY ROTATING GLOBAL RCE journal December 2015
Objective tropical cyclone extratropical transition detection in high-resolution reanalysis and climate model data: EXTRATROPICAL TRANSITION IN CLIMATE DATA journal January 2017
The GFDL Global Atmosphere and Land Model AM4.0/LM4.0: 1. Simulation Characteristics With Prescribed SSTs journal March 2018
The GFDL Global Atmosphere and Land Model AM4.0/LM4.0: 2. Model Description, Sensitivity Studies, and Tuning Strategies journal March 2018
Tropical cyclones in the spectral element configuration of the Community Atmosphere Model journal August 2012
Impact of resolution and downscaling technique in simulating recent Atlantic tropical cylone activity journal June 2010
Future changes in tropical cyclone activity projected by multi-physics and multi-SST ensemble experiments using the 60-km-mesh MRI-AGCM journal October 2011
Tropical cyclone sensitivities to CO2 doubling: roles of atmospheric resolution, synoptic variability and background climate changes journal August 2019
Finite-volume transport on various cubed-sphere grids journal November 2007
Hurricane forecasts with a global mesoscale-resolving model: Preliminary results with Hurricane Katrina (2005) journal January 2006
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Global warming shifts Pacific tropical cyclone location: TROPICAL CYCLONE UNDER GLOBAL WARMING journal November 2010
Impact of physical parameterizations on idealized tropical cyclones in the Community Atmosphere Model: IMPACT OF PHYSICS ON TROPICAL CYCLONES journal February 2011
Assessing the Uncertainty in Tropical Cyclone Simulations in NCAR's Community Atmosphere Model journal January 2011
Idealized tropical cyclone simulations of intermediate complexity: A test case for AGCMs journal February 2012
Is cumulus convection the concertmaster of tropical cyclone activity in the Atlantic?: CUMULUS CONVECTION AND TROPICAL CYCLONES journal October 2012
Exploring the Impact of Dust on North Atlantic Hurricanes in a High‐Resolution Climate Model journal January 2019
Improving AGCM Hurricane Structure With Two-Way Nesting journal January 2019
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave journal July 1997
Can existing climate models be used to study anthropogenic changes in tropical cyclone climate? journal October 1990
Physical understanding of the tropical cyclone wind-pressure relationship journal November 2017
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model journal September 1995
Tropical cyclone genesis potential index in climate models journal January 2007
How may tropical cyclones change in a warmer climate? journal January 2007
Improving the Detection and Tracking of Tropical Cyclones in Atmospheric General Circulation Models journal December 2002
A 15-Year Climatology of North Atlantic Tropical Cyclones. Part I: Size Parameters journal September 2004
A Note on Large-Scale Motions in the Tropics journal November 1963
Tropical Circulation in a Time-Integration of a Global Model of the Atmosphere journal July 1970
The Hurricane’s Inner Core Region. I. Symmetric and Asymmetric Structure journal November 1973
The Hurricane’s Inner Core Region. II. Thermal Stability and Dynamic Characteristics journal November 1973
The Response of Balanced Hurricanes to Local Sources of Heat and Momentum journal February 1982
Inertial Stability and Tropical Cyclone Development journal August 1982
Mesoscale and Convective-Scale Characteristics of Mature Hurricanes. Part I: General Observations by Research Aircraft journal April 1984
An Air-Sea Interaction Theory for Tropical Cyclones. Part I: Steady-State Maintenance journal March 1986
Nonlinear Response of Atmospheric Vortices to Heating by Organized Cumulus Convection journal August 1986
The Weak Temperature Gradient Approximation and Balanced Tropical Moisture Waves* journal December 2001
Upper Ocean Response to a Hurricane journal February 1981
The Structure and Energetics of the Tropical Cyclone I. Storm Structure journal September 1977
Relaxed Arakawa-Schubert. A Parameterization of Moist Convection for General Circulation Models journal June 1992
A New Parameterization for Shallow Cumulus Convection and Its Application to Marine Subtropical Cloud-Topped Boundary Layers. Part I: Description and 1D Results journal April 2004
A “Vertically Lagrangian” Finite-Volume Dynamical Core for Global Models journal October 2004
A New Sea Surface Temperature and Sea Ice Boundary Dataset for the Community Atmosphere Model journal October 2008
A New Moist Turbulence Parameterization in the Community Atmosphere Model journal June 2009
The University of Washington Shallow Convection and Moist Turbulence Schemes and Their Impact on Climate Simulations with the Community Atmosphere Model journal June 2009
The International Best Track Archive for Climate Stewardship (IBTrACS): Unifying Tropical Cyclone Data journal March 2010
Simulations of Global Hurricane Climatology, Interannual Variability, and Response to Global Warming Using a 50-km Resolution GCM journal December 2009
An Analytic Vortex Initialization Technique for Idealized Tropical Cyclone Studies in AGCMs journal February 2011
The Benefits of Global High Resolution for Climate Simulation: Process Understanding and the Enabling of Stakeholder Decisions at the Regional Scale journal November 2018
Process-Oriented Evaluation of Climate and Weather Forecasting Models journal September 2019
Reexamining the Near-Core Radial Structure of the Tropical Cyclone Primary Circulation: Implications for Vortex Resiliency journal February 2005
Some Counterintuitive Dependencies of Tropical Cyclone Frequency on Parameters in a GCM journal July 2012
Role of Radiative–Convective Feedbacks in Spontaneous Tropical Cyclogenesis in Idealized Numerical Simulations journal July 2016
Tropical Cyclone Intensification from Asymmetric Convection: Energetics and Efficiency journal October 2007
Simulated Climate and Climate Change in the GFDL CM2.5 High-Resolution Coupled Climate Model journal April 2012
Tropical Cyclone Climatology in a 10-km Global Atmospheric GCM: Toward Weather-Resolving Climate Modeling journal June 2012
Future Changes in Tropical Cyclone Activity Projected by the New High-Resolution MRI-AGCM journal May 2012
The Tropical Subseasonal Variability Simulated in the NASA GISS General Circulation Model journal July 2012
The Mean Climate of the Community Atmosphere Model (CAM4) in Forced SST and Fully Coupled Experiments journal July 2013
Cluster Analysis of Downscaled and Explicitly Simulated North Atlantic Tropical Cyclone Tracks journal February 2015
Sensitivity of Tropical Cyclones to Parameterized Convection in the NASA GEOS-5 Model journal January 2015
Tropical Cyclones in the UPSCALE Ensemble of High-Resolution Global Climate Models journal January 2015
On the Seasonal Forecasting of Regional Tropical Cyclone Activity journal November 2014
Tracking Scheme Dependence of Simulated Tropical Cyclone Response to Idealized Climate Simulations journal December 2014
Resolution Dependence of Future Tropical Cyclone Projections of CAM5.1 in the U.S. CLIVAR Hurricane Working Group Idealized Configurations journal May 2015
Simulation and Prediction of Category 4 and 5 Hurricanes in the High-Resolution GFDL HiFLOR Coupled Climate Model journal December 2015
High-Resolution Climate Simulations Using GFDL HiRAM with a Stretched Global Grid journal June 2016
Tropical Cyclone Intensity Errors Associated with Lack of Two-Way Ocean Coupling in High-Resolution Global Simulations journal December 2016
Tropical Cyclone Interaction with the Ocean: The Role of High-Frequency (Subdaily) Coupled Processes journal January 2017
Response of Tropical Cyclone Activity and Structure to Global Warming in a High-Resolution Global Nonhydrostatic Model journal December 2017
Process-Oriented Diagnosis of Tropical Cyclones in High-Resolution GCMs journal March 2018
Moist Static Energy Budget Analysis of Tropical Cyclone Intensification in High-Resolution Climate Models journal September 2019
Parametric Representation of the Primary Hurricane Vortex. Part I: Observations and Evaluation of the Holland (1980) Model journal December 2004
CAM-SE: A scalable spectral element dynamical core for the Community Atmosphere Model journal November 2011
Effect of Model Resolution on Tropical Cyclone Climate Projections journal January 2010
Simulation of hurricane-type vortices in a general circulation model journal January 1982
Hurricane-type vortices in a general circulation model journal January 1995
Formation of tropical storms in an atmospheric general circulation model journal January 2004
TempestExtremes: a framework for scale-insensitive pointwise feature tracking on unstructured grids journal January 2017
Impact of surface coupling grids on tropical cyclone extremes in high-resolution atmospheric simulations journal January 2016


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