Observing system simulation experiments reveal that subsurface temperature observations improve estimates of circulation and heat content in a dynamic western boundary current
EAST AUSTRALIAN CURRENT;
OCEAN MODELING SYSTEM;
DATA ASSIMILATION;
REGIONAL REANALYSIS;
OBSERVATION IMPACT;
OSSE SYSTEM;
PART I;
ARRAY;
GENERATION;
PREDICTION;
D O I:
10.5194/gmd-15-6541-2022
中图分类号:
P [天文学、地球科学];
学科分类号:
07 ;
摘要:
Western boundary currents (WBCs) form the narrow, fast-flowing poleward return flows of the great subtropical ocean gyres and are sources of rapidly varying mesoscale eddies. Accurate simulation of the vertical structure, separation latitude, and ocean heat content of WBCs is important for understanding the poleward transport of heat in the global ocean. However, state estimation and forecasting in WBC regions, such as the East Australian Current (EAC), the WBC of the South Pacific subtropical gyre, is challenging due to their dynamic nature and lack of observations at depth. Here we use observing system simulation experiments to show that subsurface temperature observations in a high eddy kinetic energy region yield large improvement in representation of key EAC circulation features, both downstream and similar to 600 km upstream of the observing location. These subsurface temperature observations (in concert with sea surface temperature and height measurements) are also critical for correctly representing ocean heat content along the length of the EAC. Furthermore, we find that a more poleward separation latitude leads to an EAC and eddy field that is represented with far reduced error, compared to when the EAC separates closer to the Equator. Our results demonstrate the importance of subsurface observations for accurate state estimation of the EAC and ocean heat content that can lead to marine heatwaves. These results provide useful suggestions for observing system design under different oceanographic regimes, for example, adaptive sampling to target high energy states with more observations and low energy states with fewer observations.
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页码:6541 / 6565
页数:25
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[1]
[Anonymous], 2022, RES TECHNOLOGY SERVI, DOI [10.26190/669x-a286, DOI 10.26190/669X-A286]
机构:
Natl Inst Water & Atmospher Res, Auckland, New ZealandNatl Inst Water & Atmospher Res, Auckland, New Zealand
Behrens, Erik
Fernandez, Denise
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Natl Inst Water & Atmospher Res, Auckland, New ZealandNatl Inst Water & Atmospher Res, Auckland, New Zealand
Fernandez, Denise
Sutton, Phil
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机构:
Natl Inst Water & Atmospher Res, Auckland, New Zealand
Univ Auckland, Sch Environm, Auckland, New ZealandNatl Inst Water & Atmospher Res, Auckland, New Zealand
机构:
Univ New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
Cetina-Heredia, P.
Roughan, M.
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Univ New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
Roughan, M.
van Sebille, E.
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机构:
Univ New S Wales, Climate Change Res Ctr, Sydney, NSW, Australia
Univ New S Wales, ARC Ctr Excellence Climate Syst Sci, Sydney, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
van Sebille, E.
Coleman, M. A.
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h-index: 0
机构:
NSW Fisheries & Natl Marine Sci Ctr, Dept Primary Ind, Coffs Harbour, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
机构:
Natl Inst Water & Atmospher Res, Auckland, New ZealandNatl Inst Water & Atmospher Res, Auckland, New Zealand
Behrens, Erik
Fernandez, Denise
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Water & Atmospher Res, Auckland, New ZealandNatl Inst Water & Atmospher Res, Auckland, New Zealand
Fernandez, Denise
Sutton, Phil
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Water & Atmospher Res, Auckland, New Zealand
Univ Auckland, Sch Environm, Auckland, New ZealandNatl Inst Water & Atmospher Res, Auckland, New Zealand
机构:
Univ New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
Cetina-Heredia, P.
Roughan, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
Roughan, M.
van Sebille, E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New S Wales, Climate Change Res Ctr, Sydney, NSW, Australia
Univ New S Wales, ARC Ctr Excellence Climate Syst Sci, Sydney, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia
van Sebille, E.
Coleman, M. A.
论文数: 0引用数: 0
h-index: 0
机构:
NSW Fisheries & Natl Marine Sci Ctr, Dept Primary Ind, Coffs Harbour, NSW, AustraliaUniv New S Wales, Reg & Coastal Oceanog Lab, Sch Math & Stat, Sydney, NSW, Australia