Increasing model resolution improves but overestimates global mid-depth circulation simulation.

Haihong Guo, Zhaohui Chen, Ruichen Zhu, Jinzhuo Cai
Author Information
  1. Haihong Guo: Frontier Science Center for Deep Ocean Multispheres and Earth System (FDOMES) and Physical Oceanography Laboratory, Ocean University of China, 238 Songling Road, Qingdao, 266100, China.
  2. Zhaohui Chen: Frontier Science Center for Deep Ocean Multispheres and Earth System (FDOMES) and Physical Oceanography Laboratory, Ocean University of China, 238 Songling Road, Qingdao, 266100, China. chenzhaohui@ouc.edu.cn.
  3. Ruichen Zhu: Frontier Science Center for Deep Ocean Multispheres and Earth System (FDOMES) and Physical Oceanography Laboratory, Ocean University of China, 238 Songling Road, Qingdao, 266100, China.
  4. Jinzhuo Cai: Frontier Science Center for Deep Ocean Multispheres and Earth System (FDOMES) and Physical Oceanography Laboratory, Ocean University of China, 238 Songling Road, Qingdao, 266100, China.

Abstract

Increasing the spatial resolution in climate models has significantly improved the simulation of global upper-layer ocean circulation. However, the ability of high-resolution models to accurately reproduce mid-depth circulation, in terms of strength and direction, still remains uncertain. An analysis of 17 climate models with varying resolutions reveals that both low and high-resolution models depict weaker current speeds compared with observations. High-resolution models demonstrate improved simulations of current speed and flow direction, except in the Southern Ocean. The performance of high-resolution models in regions with strong currents is generally better than in regions with weak flows. Dynamically, increasing the model resolution enhances the representation of temporal variations in mid-depth circulation by effectively capturing mesoscale processes. However, this also results in an overestimation of their intensity by approximately 65% on average across the global ocean.

References

  1. Nature. 2002 Oct 10;419(6907):603-7 [PMID: 12374975]
  2. Nat Commun. 2017 Jan 09;8:14055 [PMID: 28067242]
  3. Ann Rev Mar Sci. 2022 Jan 3;14:379-403 [PMID: 34102064]
  4. Nat Commun. 2023 Apr 12;14(1):2089 [PMID: 37045863]

Grants

  1. 42306023/National Natural Science Foundation of China
  2. 42225601/National Natural Science Foundation of China
  3. SDBX2023033/Shandong Province Postdoctoral Program for Innovative Talents
  4. GZB20230690/China Postdoctoral Science Foundation
  5. 202072001/Fundamental Research Funds for the Central Universities
  6. tsqn201812022/Taishan Scholar Funds, China

Word Cloud

Created with Highcharts 10.0.0modelscirculationresolutionglobalhigh-resolutionmid-depthIncreasingclimateimprovedsimulationoceanHoweverdirectioncurrentregionsmodelspatialsignificantlyupper-layerabilityaccuratelyreproducetermsstrengthstillremainsuncertainanalysis17varyingresolutionsrevealslowdepictweakerspeedscomparedobservationsHigh-resolutiondemonstratesimulationsspeedflowexceptSouthernOceanperformancestrongcurrentsgenerallybetterweakflowsDynamicallyincreasingenhancesrepresentationtemporalvariationseffectivelycapturingmesoscaleprocessesalsoresultsoverestimationintensityapproximately65%averageacrossimprovesoverestimates

Similar Articles

Cited By

No available data.