CMIP6 model evaluation for sea surface height responses to ENSO

被引:2
作者
Sardana, Divya [1 ]
Kumar, Prashant [2 ]
Rajni [1 ]
机构
[1] Natl Inst Technol Delhi, Dept Appl Sci, Delhi 110040, India
[2] O P Jindal Global Univ, Jindal Global Business Sch, Sonipat, Haryana, India
关键词
CMIP6; Sea surface height; Global Ocean; ENSO; Model evaluation; OCEAN; VARIABILITY; SATELLITE; LEVEL; PATTERNS; SKILL;
D O I
10.1007/s00382-023-06997-z
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
El Nino-Southern Oscillation (ENSO) exhibits a substantial impact on sea surface height (SSH), and some climate models are significantly biased in reproducing the observed ENSO impact on SSH. This study aims to assess the performance of 26 Coupled Model Intercomparison Project Phase 6 (CMIP6) models for global SSH response to ENSO using their historical simulations from 1958 to 2014 during December-February (DJF). The observation data for SSH and sea surface temperature (SST) are derived from Ocean Reanalysis System 5 (ORAS5). The fidelity of models is evaluated based on skill metric parameters such as root mean square error, interannual variability skill score, and M-Score. In CMIP6 models, El Nino plays a dominant role to simulate enhanced SSH across eastern Pacific Ocean (Region I) and southwest tropical Indian Ocean (Region III). In contrast, El Nino induces cooler SSTs over the region bounded between 100 degrees E-133 degrees E, 5 degrees S-20 degrees N (Region II), which is further associated with reduced SSH. The inter-model relationship of ENSO amplitude with the area mean regression coefficient for SSH and SST is investigated for these three hotspot regions. Overall, models with stronger ENSO amplitude simulate higher values of SSH and SST over Region I, III, and weaker amplitude over Region II.
引用
收藏
页码:1829 / 1847
页数:19
相关论文
共 69 条
  • [1] [Anonymous], 2013, IPCC 2013 CLIMATE CH, P1535
  • [2] Arctic sea surface height variability and change from satellite radar altimetry and GRACE, 2003-2014
    Armitage, Thomas W. K.
    Bacon, Sheldon
    Ridout, Andy L.
    Thomas, Sam F.
    Aksenov, Yevgeny
    Wingham, Duncan J.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2016, 121 (06) : 4303 - 4322
  • [3] Evaluation of the ECMWF ocean reanalysis system ORAS4
    Balmaseda, Magdalena Alonso
    Mogensen, Kristian
    Weaver, Anthony T.
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2013, 139 (674) : 1132 - 1161
  • [4] Impact of the winter North-Atlantic weather regimes on subtropical sea-surface height variability
    Barrier, Nicolas
    Treguier, Anne-Marie
    Cassou, Christophe
    Deshayes, Julie
    [J]. CLIMATE DYNAMICS, 2013, 41 (5-6) : 1159 - 1171
  • [5] Configuration and spin-up of ACCESS-CM2, the new generation Australian Community Climate and Earth System Simulator Coupled Model
    Bi, Daohua
    Dix, Martin
    Marsland, Simon
    O'Farrell, Siobhan
    Sullivan, Arnold
    Bodman, Roger
    Law, Rachel
    Harman, Ian
    Srbinovsky, Jhan
    Rashid, Harun A.
    Dobrohotoff, Peter
    Mackallah, Chloe
    Yan, Hailin
    Hirst, Anthony
    Savita, Abhishek
    Dias, Fabio Boeira
    Woodhouse, Matthew
    Fiedler, Russell
    Heerdegen, Aidan
    [J]. JOURNAL OF SOUTHERN HEMISPHERE EARTH SYSTEMS SCIENCE, 2020, 70 (01) : 225 - 251
  • [6] BJERKNES J, 1969, MON WEATHER REV, V97, P163, DOI 10.1175/1520-0493(1969)097<0163:ATFTEP>2.3.CO
  • [7] 2
  • [8] Changes in extreme regional sea surface height due to an abrupt weakening of the Atlantic meridional overturning circulation
    Brunnabend, S. -E.
    Dijkstra, H. A.
    Kliphuis, M. A.
    van Werkhoven, B.
    Bal, H. E.
    Seinstra, F.
    Maassen, J.
    van Meersbergen, M.
    [J]. OCEAN SCIENCE, 2014, 10 (06) : 881 - 891
  • [9] Present-day sea level change: Observations and causes
    Cazenave, A
    Nerem, RS
    [J]. REVIEWS OF GEOPHYSICS, 2004, 42 (03) : RG30011 - 20
  • [10] Performance of CMIP6 models in simulating the dynamic sea level: Mean and interannual variance
    Chen, Hongying
    He, Zhuoqi
    Xie, Qiang
    Zhuang, Wei
    [J]. ATMOSPHERIC AND OCEANIC SCIENCE LETTERS, 2023, 16 (01)