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

Title: Evaluation of dynamical downscaling in a fully coupled regional earth system model

Journal Article · · Frontiers in Earth Science

A set of decadal simulations has been completed and evaluated for gains using the Regional Arctic System Model (RASM) to dynamically downscale data from a global Earth system model and two atmospheric reanalyses. RASM is a fully coupled atmosphere–land–ocean–sea ice regional Earth system model. Nudging to the forcing data is applied to approximately the top half of the atmospheric domain. RASM simulations were also completed with a modification to the atmospheric physics for evaluating changes to the modeling system. The results show that for the top half of the atmosphere, the RASM simulations follow closely to that of the forcing data, regardless of the forcing data. The results for the lower half of the atmosphere, as well as the surface, show a clustering of atmospheric state and surface fluxes based on the modeling system. At all levels of the atmosphere the imprint of the weather from the forcing data is present as indicated in the pattern of the annual means. Biases, in comparison to reanalyses, are evident in the Earth system model forced simulations for the top half of the atmosphere but are not present in the lower atmosphere. This suggests that bias correction is not needed for fully coupled dynamical downscaling simulations. While the RASM simulations tended to go to the same mean state for the lower atmosphere, there are a differences in the variability and changes of weather patterns across the ensemble of simulations. These differences in the weather result in variances in the sea ice and oceanic states.

Research Organization:
Univ. of Colorado, Boulder, CO (United States). Cooperative Inst. for Research in Environmental Sciences (CIRES)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER). Earth And Environmental Systems Science (EESS)
OSTI ID:
2458183
Journal Information:
Frontiers in Earth Science, Journal Name: Frontiers in Earth Science Vol. 12; ISSN 2296-6463
Publisher:
Frontiers Research FoundationCopyright Statement
Country of Publication:
United States
Language:
English

References (45)

NCEP Climate Forecast System Reanalysis (CFSR) 6-hourly Products, January 1979 to December 2010 dataset January 2010
ERA-Interim Project dataset January 2009
A new dynamical downscaling approach with GCM bias corrections and spectral nudging: A New Dynamical Downscaling Approach journal April 2015
The coastal streamflow flux in the Regional Arctic System Model: COASTAL STREAMFLOW FLUX IN RASM journal March 2017
Bias and variance correction of sea surface temperatures used for dynamical downscaling journal November 2016
Description and evaluation of the Earth System Regional Climate Model (Reg CM‐ES) journal August 2017
The limitations of bias correcting regional climate model inputs: BIAS CORRECTION LIMITATIONS journal June 2013
The ERA-Interim reanalysis: configuration and performance of the data assimilation system journal April 2011
Bias corrections of global models for regional climate simulations of high-impact weather journal December 2013
Causes of WRF surface energy fluxes biases in a stratocumulus region journal April 2015
A regional ocean–atmosphere coupled model developed for CORDEX East Asia: assessment of Asian summer monsoon simulation journal February 2016
An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog journal March 2006
Surface soil moisture parameterization of the VIC-2L model: Evaluation and modification journal June 1996
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Uncertainty in modeled Arctic sea ice volume journal January 2011
Thirty Years of Regional Climate Modeling: Where Are We and Where Are We Going next? journal June 2019
Hidden Production: On the Importance of Pelagic Phytoplankton Blooms Beneath Arctic Sea Ice journal August 2020
A simple hydrologically based model of land surface water and energy fluxes for general circulation models journal January 1994
Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979–2100) journal November 2021
Regional earth system modeling: review and future directions journal March 2018
The Future of Arctic Sea Ice journal May 2012
PHC: A Global Ocean Hydrography with a High-Quality Arctic Ocean journal May 2001
The Kain–Fritsch Convective Parameterization: An Update journal January 2004
Modeling Global Sea Ice with a Thickness and Enthalpy Distribution Model in Generalized Curvilinear Coordinates journal May 2003
Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes journal March 2009
The NCEP Climate Forecast System Reanalysis journal August 2010
The Community Earth System Model: A Framework for Collaborative Research journal September 2013
The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability journal August 2015
The Weather Research and Forecasting Model: Overview, System Efforts, and Future Directions journal August 2017
Predicting Near-Term Changes in the Earth System: A Large Ensemble of Initialized Decadal Prediction Simulations Using the Community Earth System Model journal September 2018
The Ongoing Need for High-Resolution Regional Climate Models: Process Understanding and Stakeholder Information journal May 2020
An Observation-Based Investigation of Nudging in WRF for Downscaling Surface Climate Information to 12-km Grid Spacing journal January 2014
Examining Interior Grid Nudging Techniques Using Two-Way Nesting in the WRF Model for Regional Climate Modeling journal April 2012
Effects of Spectral Nudging in WRF on Arctic Temperature and Precipitation Simulations journal June 2013
Evaluation of Seven Different Atmospheric Reanalysis Products in the Arctic journal April 2014
Land Surface Climate in the Regional Arctic System Model journal September 2016
Development of the Regional Arctic System Model (RASM): Near-Surface Atmospheric Climate Sensitivity journal August 2017
Performance of the Weather Research and Forecasting Model for Month-Long Pan-Arctic Simulations journal November 2011
A Revised Scheme for the WRF Surface Layer Formulation journal March 2012
A new flexible coupler for earth system modeling developed for CCSM4 and CESM1 journal November 2011
The JRA-55 Reanalysis: General Specifications and Basic Characteristics journal January 2015
Simulating transient ice-ocean Ekman transport in the Regional Arctic System Model and Community Earth System Model journal January 2015
NCEP Climate Forecast System Reanalysis (CFSR) 6-hourly Products, January 1979 to December 2010 dataset January 2010
Differences between downscaling with spectral and grid nudging using WRF journal January 2012
Evaluation of Arctic sea ice drift and its dependency on near-surface wind and sea ice conditions in the coupled regional climate model HIRHAM–NAOSIM journal May 2020