Climate SPHINX: evaluating the impact of resolution and stochastic physics parameterisations in the EC-Earth global climate model

被引:72
作者
Davini, Paolo [1 ,2 ]
von Hardenberg, Jost [3 ]
Corti, Susanna [2 ]
Christensen, Hannah M. [4 ,5 ]
Juricke, Stephan [4 ]
Subramanian, Aneesh [4 ]
Watson, Peter A. G. [4 ]
Weisheimer, Antje [4 ,6 ,7 ]
Palmer, Tim N. [4 ]
机构
[1] PSL Res Univ, CNRS, Ecole Normale Super, Lab Meteorol Dynam IPSL, Paris, France
[2] ISAC, CNR, Bologna, Italy
[3] ISAC, CNR, Turin, Italy
[4] Univ Oxford, Atmospher Ocean & Planetary Phys, Oxford, England
[5] NCAR, Boulder, CO USA
[6] Univ Oxford, NCAS, Oxford, England
[7] European Ctr Medium Range Weather Forecasts ECWMF, Reading, Berks, England
基金
欧洲研究理事会;
关键词
MADDEN-JULIAN OSCILLATION; GENERAL-CIRCULATION MODELS; CONVECTIVE PARAMETERIZATION; TROPICAL PRECIPITATION; HORIZONTAL RESOLUTION; ATMOSPHERIC BLOCKING; PROJECT ATHENA; ECMWF MODEL; EL-NINO; PART I;
D O I
10.5194/gmd-10-1383-2017
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The Climate SPHINX (Stochastic Physics HIgh resolutioN eXperiments) project is a comprehensive set of ensemble simulations aimed at evaluating the sensitivity of present and future climate to model resolution and stochastic parameterisation. The EC-Earth Earth system model is used to explore the impact of stochastic physics in a large ensemble of 30-year climate integrations at five different atmospheric horizontal resolutions (from 125 up to 16 km). The project includes more than 120 simulations in both a historical scenario (1979-2008) and a climate change projection (2039-2068), together with coupled transient runs (1850-2100). A total of 20.4 million core hours have been used, made available from a single year grant from PRACE (the Partnership for Advanced Computing in Europe), and close to 1.5 PB of output data have been produced on SuperMUC IBM Petascale System at the Leibniz Supercomputing Centre (LRZ) in Garching, Germany. About 140 TB of postprocessed data are stored on the CINECA supercomputing centre archives and are freely accessible to the community thanks to an EUDAT data pilot project. This paper presents the technical and scientific set-up of the experiments, including the details on the forcing used for the simulations performed, defining the SPHINX v1.0 protocol. In addition, an overview of preliminary results is given. An improvement in the simulation of Euro-Atlantic atmospheric blocking following resolution increase is observed. It is also shown that including stochastic parameterisation in the low-resolution runs helps to improve some aspects of the tropical climate -specifically the Madden-Julian Oscillation and the tropical rainfall variability. These findings show the importance of representing the impact of small-scale processes on the large-scale climate variability either explicitly (with highresolution simulations) or stochastically (in low-resolution simulations).
引用
收藏
页码:1383 / 1402
页数:20
相关论文
共 100 条
[1]  
[Anonymous], 2009, STOCHASTIC PARAMETRI
[2]  
[Anonymous], 2008, TECH REP
[3]   Multi-model analysis of Northern Hemisphere winter blocking: Model biases and the role of resolution [J].
Anstey, James A. ;
Davini, Paolo ;
Gray, Lesley J. ;
Woollings, Tim J. ;
Butchart, Neal ;
Cagnazzo, Chiara ;
Christiansen, Bo ;
Hardiman, Steven C. ;
Osprey, Scott M. ;
Yang, Shuting .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2013, 118 (10) :3956-3971
[4]   Stochastic parametrizations and model uncertainty in the Lorenz '96 system [J].
Arnold, H. M. ;
Moroz, I. M. ;
Palmer, T. N. .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2013, 371 (1991)
[5]   A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System [J].
Balsamo, Gianpaolo ;
Viterbo, Pedro ;
Beljaars, Anton ;
van den Hurk, Bart ;
Hirschi, Martin ;
Betts, Alan K. ;
Scipal, Klaus .
JOURNAL OF HYDROMETEOROLOGY, 2009, 10 (03) :623-643
[6]   A stochastic parametrization for deep convection using cellular automata [J].
Bengtsson, Lisa ;
Steinheimer, Martin ;
Bechtold, Peter ;
Geleyn, Jean-Francois .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2013, 139 (675) :1533-1543
[7]   Atmospheric blocking in a high resolution climate model: influences of mean state, orography and eddy forcing [J].
Berckmans, Julie ;
Woollings, Tim ;
Demory, Marie-Estelle ;
Vidale, Pier-Luigi ;
Roberts, Malcolm .
ATMOSPHERIC SCIENCE LETTERS, 2013, 14 (01) :34-40
[8]   Systematic Model Error: The Impact of Increased Horizontal Resolution versus Improved Stochastic and Deterministic Parameterizations [J].
Berner, J. ;
Jung, T. ;
Palmer, T. N. .
JOURNAL OF CLIMATE, 2012, 25 (14) :4946-4962
[9]   A Spectral Stochastic Kinetic Energy Backscatter Scheme and Its Impact on Flow-Dependent Predictability in the ECMWF Ensemble Prediction System [J].
Berner, J. ;
Shutts, G. J. ;
Leutbecher, M. ;
Palmer, T. N. .
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2009, 66 (03) :603-626
[10]   Impact of Stochastic Physics in a Convection-Permitting Ensemble [J].
Bouttier, Francois ;
Vie, Benoit ;
Nuissier, Olivier ;
Raynaud, Laure .
MONTHLY WEATHER REVIEW, 2012, 140 (11) :3706-3721