

FOLLOWUS
1.State Key Laboratory of Tropical Oceanography, South China Sea Institute of Oceanology, Chinese Academy of Sciences(SCSIO), Guangzhou 510301, China
2.China General Nuclear Power, Yangjiang Nuclear Power Co., Ltd., Yangjiang 529941, China
3.Laboratory for Regional Oceanography and Numerical Modeling, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China
4.Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya 572000, China
5.Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
6.Public Weather Service Center of China Meteorological Administration, Beijing 100081, China
7.National Meteorological Center of China Meteorological Administration, Beijing 100081, China
8.Key Laboratory of Ocean Circulation and Waves, Institute of Oceanology, Chinese Academy of Sciences(IOCAS), Qingdao 266071, China
9.Marine Dynamic Process and Climate Function Laboratory, Pilot National Laboratory for Marine Science and Technology(Qingdao)(QNLM), Qingdao 266237, China
XIE Qiang, gordonxie@idsse.ac.cn
收稿:2019-05-07,
录用:2019-6-25,
网络首发:2020-10-30,
纸质出版:2020-11
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Observation system simulation experiments using an ensemble-based method in the northeastern South China Sea[J]. 海洋湖沼学报(英文), 2020,38(6):1729-1745.
Wu GENG, Feng CHENG, Qiang XIE, et al. Observation system simulation experiments using an ensemble-based method in the northeastern South China Sea[J]. Journal of Oceanology and Limnology, 2020, 38(6): 1729-1745.
Observation system simulation experiments using an ensemble-based method in the northeastern South China Sea[J]. 海洋湖沼学报(英文), 2020,38(6):1729-1745. DOI: 10.1007/s00343-019-9119-4.
Wu GENG, Feng CHENG, Qiang XIE, et al. Observation system simulation experiments using an ensemble-based method in the northeastern South China Sea[J]. Journal of Oceanology and Limnology, 2020, 38(6): 1729-1745. DOI: 10.1007/s00343-019-9119-4.
An ensemble-based method for the observation system simulation experiment (OSSE) is employed to design optimal observation stations and assess the present observation stations in the northeastern South China Sea (SCS). We employed the 20-year (1992-2012) sea surface height (SSH) data to design an array to monitor the intraseasonal to interannual variability. The results show that the most key region was found located at the northwest of Luzon Island (LI) where the energetic Luzon cyclonic gyre (LCG) occurs; other key regions include the edge of the LCG
the northwest of the Luzon Strait (LS)
and the southwest of Taiwan
China. By contrast
we found that the present observation stations might oversample at the northwest of the LS and undersample at the northwest of LI. In addition
the optimal stations perform better in a larger area than the present stations. In vertical direction
the key layer is located within the upper 200-m depth
of which the surface and subsurface layers are most valuable to the observing system.
J Ballabrera-Poy , E Hackert , R Murtugudde , A J Busalacchi . An observing system simulation experiment for an optimal moored instrument array in the tropical Indian Ocean . Journal of Climate , 2007 . 20 ( 13 ): 3 284 - 3 299 . DOI: 10.1175/JCLI4149.1 http://doi.org/10.1175/JCLI4149.1 .
V Banzon , T M Smith , T M Chin , C Y Liu , W Hankins . A long-term record of blended satellite and in situ seasurface temperature for climate monitoring, modeling and environmental studies . Earth System Science Data , 2016 . 8 ( 1 ): 165 - 176 . DOI: 10.5194/essd-8-165-2016 http://doi.org/10.5194/essd-8-165-2016 .
C H Bishop , B J Etherton , S J Majumdar . Adaptive sampling with the ensemble transform Kalman filter . Part I:theoretical aspects. Monthly Weather Review , 2001 . 129 ( 3 ): 420 - 436 . DOI: 10.1175/1520-0493(2001)129<0420:ASWTET>2.0.CO;2 http://doi.org/10.1175/1520-0493(2001)129<0420:ASWTET>2.0.CO;2 .
F Bonjean , G S E Lagerloef . Diagnostic model and analysis of the surface currents in the tropical Pacific Ocean . Journal of Physical Oceanography , 2002 . 32 ( 10 ): 2 938 - 2 954 . DOI: 10.1175/1520-0485(2002)032<2938:DMAAOT>2.0.CO;2 http://doi.org/10.1175/1520-0485(2002)032<2938:DMAAOT>2.0.CO;2 .
M J Caruso , G G Gawarkiewicz , R C Beardsley . Interannual variability of the Kuroshio intrusion in the South China Sea . Journal of Oceanography , 2006 . 62 ( 4 ): 559 - 575 . DOI: 10.1007/s10872-006-0076-0 http://doi.org/10.1007/s10872-006-0076-0 .
J Charney , M Halem , R Jastrow . Use of incomplete historical data to infer the present state of the atmosphere . Journal of the Atmospheric Sciences , 1969 . 26 ( 5 ): 1 160 - 1 163 . DOI: 10.1175/1520-0469(1969)026<1160:UOIHDT>2.0.CO;2 http://doi.org/10.1175/1520-0469(1969)026<1160:UOIHDT>2.0.CO;2 .
C S Chen , P Malanotte-Rizzoli , J Wei , R C Beardsley , Z G Lai , P F Xue , S J Lyu , Q C Xu , J H Qi , G W Cowles . Application and comparison of Kalman filters for coastal ocean problems:an experiment with FVCOM . Journal of Geophysical Research:Oceans , 2009 . 114 ( C5 ): C05011 .
F Chen , Y Du , L Yan , D X Wang , P Shi . Response of upper ocean currents to typhoons at two ADCP moorings west of the Luzon Strait . Chinese Journal of Oceanology and Limnology , 2010 . 28 ( 5 ): 1 002 - 1 011 . DOI: 10.1007/s00343-010-0025-z http://doi.org/10.1007/s00343-010-0025-z .
G X Chen , Y J Hou , X Q Chu . Water exchange and circulation structure near the Luzon Strait in early summer . Chinese Journal of Oceanology and Limnology , 2011c . 29 ( 2 ): 470 - 481 . DOI: 10.1007/s00343-011-0198-0 http://doi.org/10.1007/s00343-011-0198-0 .
G X Chen , Y J Hou , X Q Chu . Mesoscale eddies in the South China Sea:mean properties, spatio-temporal variability, and impact on thermohaline structure . Journal of Geophysical Research:Oceans , 2011b . 116 ( C6 ): C06018 DOI: 10.1029/2010JC006716 http://doi.org/10.1029/2010JC006716 .
G X Chen , P Hu , Y J Hou , X Q Chu . Intrusion of the Kuroshio into the South China Sea, in September 2008 . Journal of Oceanography , 2011a . 67 ( 4 ): 439 - 448 . DOI: 10.1007/s10872-011-0047-y http://doi.org/10.1007/s10872-011-0047-y .
X Q Chu , C M Dong , Y Q Qi . The influence of ENSO on an oceanic eddy pair in the South China Sea . Journal of Geophysical Research:Oceans , 2017 . 122 ( 3 ): 1 643 - 1 652 . DOI: 10.1002/2016JC012642 http://doi.org/10.1002/2016JC012642 .
J A Cummings . Operational multivariate ocean data assimilation . Quarterly Journal of the Royal Meteorological Society , 2005 . 131 ( 613 ): 3 583 - 3 604 . DOI: 10.1256/qj.05.105 http://doi.org/10.1256/qj.05.105 .
Cummings J A, Smedstad O M. 2013. Variational data assimilation for the Global Ocean. In : Park S K, Xu L eds. Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. II). Springer, Berlin Heidelberg. p.303–343.
N Ducet , P Y Le Traon , G Reverdin . Global highresolution mapping of ocean circulation from TOPEX/Poseidon and ERS-1 and -2 . Journal of Geophysical Research:Oceans , 2000 . 105 ( C8 ): 19 477 - 19 498 . DOI: 10.1029/2000JC900063 http://doi.org/10.1029/2000JC900063 .
G Evensen . The ensemble Kalman filter:theoretical formulation and practical implementation . Ocean Dynamics , 2003 . 53 ( 4 ): 343 - 367 . DOI: 10.1007/s10236-003-0036-9 http://doi.org/10.1007/s10236-003-0036-9 .
G Evensen . Sampling strategies and square root analysis schemes for the EnKF . Ocean Dynamics , 2004 . 54 ( 6 ): 539 - 560 . DOI: 10.1007/s10236-004-0099-2 http://doi.org/10.1007/s10236-004-0099-2 .
G H Fang , W D Fang , Y Fang , K Wang . A survey of studies on the South China Sea upper ocean circulation . Acta Oceanographica Taiwanica , 1998 . 37 ( 1 ): 1 - 16 . .
D N Fox , W J Teague , C N Barron , M R Carnes , C M Lee . The Modular Ocean Data Assimilation System(MODAS) . Journal of Atmospheric and Oceanic Technology , 2002 . 19 ( 2 ): 240 - 252 . DOI: 10.1175/1520-0426(2002)019<0240:TMODAS>2.0.CO;2 http://doi.org/10.1175/1520-0426(2002)019<0240:TMODAS>2.0.CO;2 .
S Frolov , A Baptista , M Wilkin . Optimizing fixed observational assets in a coastal observatory . Continental Shelf Research , 2008 . 28 ( 19 ): 2 644 - 2 658 . DOI: 10.1016/j.csr.2008.08.009 http://doi.org/10.1016/j.csr.2008.08.009 .
J P Gan , H Li , E N Curchitser , D B Haidvogel . Modeling South China Sea circulation:response to seasonal forcing regimes . Journal of Geophysical Research:Oceans , 2006 . 111 ( C6 ): C06034 http://onlinelibrary.wiley.com/doi/10.1029/2005JC003298/full http://onlinelibrary.wiley.com/doi/10.1029/2005JC003298/full , .
J P Gan , J J Wang , L L Liang , L Li , X G Guo . A modeling study of the formation, maintenance, and relaxation of upwelling circulation on the northeastern South China Sea shelf . Deep Sea Research Part II:Topical Studies in Oceanography , 2015 . 117 41 - 52 . DOI: 10.1016/j.dsr2.2013.12.009 http://doi.org/10.1016/j.dsr2.2013.12.009 .
S D Guan , W Zhao , J Huthnance , J W Tian , J H Wang . Observed upper ocean response to typhoon Megi (2010) in the Northern South China Sea . Journal of Geophysical Research:Oceans , 2014 . 119 ( 5 ): 3 134 - 3 157 . DOI: 10.1002/2013JC009661 http://doi.org/10.1002/2013JC009661 .
E C Hackert , R N Miller , A J Busalacchi . An optimized design for a moored instrument array in the tropical Atlantic Ocean . Journal of Geophysical Research:Oceans , 1998 . 103 ( C4 ): 7 491 - 7 509 . DOI: 10.1029/97JC03206 http://doi.org/10.1029/97JC03206 .
J Hirschi , J Baehr , J Marotzke , J Stark , S Cunningham , J O Beismann . A monitoring design for the Atlantic meridional overturning circulation . Geophysical Research Letters , 2003 . 30 ( 7 ): 1 413 DOI: 10.1029/2002GL016776 http://doi.org/10.1029/2002GL016776 .
X D Huang , W Zhao , J W Tian , Q X Yang . Mooring observations of internal solitary waves in the deep basin west of Luzon Strait . Acta Oceanologica Sinica , 2014 . 33 ( 3 ): 82 - 89 . DOI: 10.1007/s13131-014-0416-7 http://doi.org/10.1007/s13131-014-0416-7 .
Z Y Jing , Y Q Qi , Y Du . Upwelling in the continental shelf of northern South China Sea associated with 1997-1998 El Niño . Journal of Geophysical Research:Oceans , 2011 . 116 ( C2 ): C02033 .
E S Johnson , F Bonjean , G S E Lagerloef , J T Gunn , G T Mitchum . Validation and error analysis of OSCAR sea surface currents . Journal of Atmospheric and Oceanic Technology , 2007 . 24 ( 4 ): 688 - 701 . DOI: 10.1175/JTECH1971.1 http://doi.org/10.1175/JTECH1971.1 .
S P Khare , J L Anderson . An examination of ensemble filter based adaptive observation methodologies . Tellus A , 2006 . 58 ( 2 ): 179 - 195 . DOI: 10.1111/j.1600-0870.2006.00163.x http://doi.org/10.1111/j.1600-0870.2006.00163.x .
Z Lian , B N Sun , Z X Wei , Y G Wang , X Y Wang . A study of intra-seasonal variations in the subsurface water temperatures in the South China Sea . Acta Oceanologica Sinica , 2019 . 38 ( 4 ): 97 - 105 . DOI: 10.1007/s13131-018-1337-7 http://doi.org/10.1007/s13131-018-1337-7 .
P F Lin , R B Ji , C S Davis , Jr D J McGillicuddy . Optimizing plankton survey strategies using observing system simulation experiments . Journal of Marine Systems , 2010 . 82 ( 4 ): 187 - 194 . DOI: 10.1016/j.jmarsys.2010.05.005 http://doi.org/10.1016/j.jmarsys.2010.05.005 .
D N Liu , J Zhu , Y Q Shu , D X Wang , W Q Wang , S Q Cai . Model-based assessment of a Northwestern Tropical Pacific moored array to monitor intraseasonal variability . Ocean Modelling , 2018a . 126 1 - 12 . DOI: 10.1016/j.ocemod.2018.04.001 http://doi.org/10.1016/j.ocemod.2018.04.001 .
D N Liu , J Zhu , Y Q Shu , D X Wang , W Q Wang , C X Yan , W Zhou . Targeted observation analysis of a northwestern tropical Pacific Ocean mooring array using an ensemble-based method . Ocean Dynamics , 2018b . 68 ( 9 ): 1 109 - 1 119 . DOI: 10.1007/s10236-018-1188-y http://doi.org/10.1007/s10236-018-1188-y .
Q Y Liu , R X Huang , D X Wang , Q Xie , Q Z Huang . Interplay between the Indonesian throughflow and the South China Sea throughflow . Chinese Science Bulletin , 2006 . 51 ( S2 ): 50 - 58 . DOI: 10.1007/s11434-006-9050-x http://doi.org/10.1007/s11434-006-9050-x .
Q Y Liu , R X Huang , D X Wang . Implication of the South China Sea throughflow for the interannual variability of the regional upper-ocean heat content . Advances in Atmospheric Sciences , 2012a . 29 ( 1 ): 54 - 62 . DOI: 10.1007/s00376-011-0068-x http://doi.org/10.1007/s00376-011-0068-x .
Y Liu , C M Dong , Y P Guan , D K Chen , J McWilliams , F Nencioli . Eddy analysis in the subtropical zonal band of the North Pacific Ocean . Deep Sea Research Part I:Oceanographic Research Papers , 2012b . 68 54 - 67 . DOI: 10.1016/j.dsr.2012.06.001 http://doi.org/10.1016/j.dsr.2012.06.001 .
McBratney A B, Whelan B M, Walvoort D J J, Minasny B. 1999. A purposive sampling scheme for precision agriculture. In: Precision Agriculture, Proceedings of the 2nd European Conference on Precision Agriculture held in Odense Congress Centre. Sheffield Academic Press, Denmark. p.101–111.
B Minasny , A B McBratney , D J J Walvoort . The variance quadtree algorithm:use for spatial sampling design . Computers & Geosciences , 2007 . 33 ( 3 ): 383 - 392 . .
F Nan , Z G He , H Zhou , D X Wang . Three long-lived anticyclonic eddies in the Northern South China Sea . Journal of Geophysical Research , 2011b . 116 ( C5 ): C05002 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=9d23ba5103ef3af5b173e03535583ba6 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=9d23ba5103ef3af5b173e03535583ba6 , .
F Nan , H J Xue , F Chai , L Shi , M C Shi , P F Guo . Identification of different types of Kuroshio intrusion into the South China Sea . Ocean Dynamics , 2011a . 61 ( 9 ): 1 291 - 1 304 . DOI: 10.1007/s10236-011-0426-3 http://doi.org/10.1007/s10236-011-0426-3 .
P R Oke , A Schiller . A model-based assessment and design of a tropical Indian Ocean mooring array . Journal of Climate , 2007 . 20 ( 13 ): 3 269 - 3 283 . DOI: 10.1175/JCLI4170.1 http://doi.org/10.1175/JCLI4170.1 .
T D Qu , Y Y Kim , M Yaremchuk , T Tozuka , A Ishida , T Yamagata . Can Luzon strait transport play a role in conveying the impact of ENSO to the South China Sea? . Journal of Climate , 2004 . 17 ( 18 ): 3 644 - 3 657 . DOI: 10.1175/1520-0442(2004)017<3644:CLSTPA>2.0.CO;2 http://doi.org/10.1175/1520-0442(2004)017<3644:CLSTPA>2.0.CO;2 .
P Sakov , P R Oke . Objective array design:application to the tropical Indian ocean . Journal of Atmospheric and Oceanic Technology , 2008 . 25 ( 5 ): 794 - 807 . DOI: 10.1175/2007JTECHO553.1 http://doi.org/10.1175/2007JTECHO553.1 .
A Schiller , S E Wijffels , G A Meyers . Design requirements for an Argo float array in the Indian Ocean inferred from observing system simulation experiments . Journal of Atmospheric and Oceanic Technology , 2004 . 21 ( 10 ): 1 598 - 1 620 . DOI: 10.1175/1520-0426(2004)021<1598:DRFAAF>2.0.CO;2 http://doi.org/10.1175/1520-0426(2004)021<1598:DRFAAF>2.0.CO;2 .
P T Shaw . The seasonal variation of the intrusion of the Philippine Sea Water into the South China Sea . Journal of Geophysical Research:Oceans , 1991 . 96 ( C1 ): 821 - 827 . DOI: 10.1029/90JC02367 http://doi.org/10.1029/90JC02367 .
Y Q Shu , D X Wang , M Feng , B X Geng , J Chen , J L Yao , Q Xie , Q Y Liu . The contribution of local wind and ocean circulation to the interannual variability in coastal upwelling intensity in the northern South China Sea . Journal of Geophysical Research:Oceans , 2018a . 123 ( 9 ): 6 766 - 6 778 . DOI: 10.1029/2018JC014223 http://doi.org/10.1029/2018JC014223 .
Y Q Shu , D X Wang , J Zhu , S Q Peng . The 4-D structure of upwelling and Pearl River plume in the northern South China Sea during summer 2008 revealed by a data assimilation model . Ocean Modelling , 2011 . 36 ( 3-4 ): 228 - 241 . DOI: 10.1016/j.ocemod.2011.01.002 http://doi.org/10.1016/j.ocemod.2011.01.002 .
Y Q Shu , Q Wang , T T Zu . Progress on shelf and slope circulation in the northern South China Sea . Science China-Earth Sciences , 2018b . 61 ( 5 ): 560 - 571 . DOI: 10.1007/s11430-017-9152-y http://doi.org/10.1007/s11430-017-9152-y .
Y Q Shu , P Xiu , H J Xue , J L Yao , J C Yu . Gliderobserved anticyclonic eddy in northern South China Sea . Aquatic Ecosystem Health & Management , 2016b . 19 ( 3 ): 233 - 241 . http://www.tandfonline.com/doi/abs/10.1080/14634988.2016.1208028 http://www.tandfonline.com/doi/abs/10.1080/14634988.2016.1208028 , .
Y Q Shu , H J Xue , D X Wang , Q Xie , J Chen , J Li , R Y Chen , Y K He , D N Li . Observed evidence of the anomalous South China Sea western boundary current during the summers of 2010 and 2011 . Journal of Geophysical Research:Oceans , 2016a . 121 ( 2 ): 1 145 - 1 159 . DOI: 10.1002/2015JC011434 http://doi.org/10.1002/2015JC011434 .
N R Smith . Ocean modeling in a global ocean observing system . Reviews of Geophysics , 1993 . 31 ( 3 ): 281 - 317 . DOI: 10.1029/93RG00134 http://doi.org/10.1029/93RG00134 .
J L Su . Overview of the South China Sea circulation and its dynamics . Acta Oceanologica Sinica , 2005 . 27 ( 6 ): 1 - 8 . http://ci.nii.ac.jp/naid/10029283043 http://ci.nii.ac.jp/naid/10029283043 , .
J W Tian , Q X Yang , X F Liang , L L Xie , D X Hu , F Wang , T D Qu . Observation of Luzon Strait transport . Geophysical Research Letters , 2006 . 33 ( 19 ): L19607 DOI: 10.1029/2006GL026272 http://doi.org/10.1029/2006GL026272 .
G A Vecchi , M J Harrison . An observing system simulation experiment for the Indian Ocean . Journal of Climate , 2007 . 20 ( 13 ): 3 300 - 3 319 . DOI: 10.1175/JCLI4147.1 http://doi.org/10.1175/JCLI4147.1 .
A Wang , Y Du , W Zhuang , Y Qi . Correlation between subsurface high-salinity water in the northern South China Sea and the North Equatorial Current-Kuroshio circulation system from HYCOM simulations . Ocean Science , 2015 . 11 ( 2 ): 305 - 312 . DOI: 10.5194/os-11-305-2015 http://doi.org/10.5194/os-11-305-2015 .
D X Wang , H Z Xu , J Lin , J Y Hu . Anticyclonic eddies in the northeastern South China Sea during winter 2003/2004 . Journal of Oceanography , 2008a . 64 ( 6 ): 925 - 935 . DOI: 10.1007/s10872-008-0076-3 http://doi.org/10.1007/s10872-008-0076-3 .
D X Wang , W Zhuang , S P Xie , J Y Hu , Y Q Shu , R S Wu . Coastal upwelling in summer 2000 in the northeastern South China Sea . Journal of Geophysical Research:Oceans , 2012 . 117 ( C4 ): C04009 .
G H Wang , D K Chen , J L Su . Winter eddy genesis in the eastern South China Sea due to orographic wind jets . Journal of Physical Oceanography , 2008b . 38 ( 3 ): 726 - 732 . DOI: 10.1175/2007JPO3868.1 http://doi.org/10.1175/2007JPO3868.1 .
R W Wang , D Ye . Assessment on the design of in-situ ocean observing system in Chinese Marginal Seas . Marine Science Bulletin , 2012 . 31 ( 2 ): 121 - 130 . http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hytb201202001 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hytb201202001 , .
C R Wu , Y C Hsin . The forcing mechanism leading to the Kuroshio intrusion into the South China Sea . Journal of Geophysical Research , 2012 . 117 ( C7 ): C07015 http://adsabs.harvard.edu/abs/2012JGRC..117.7015W http://adsabs.harvard.edu/abs/2012JGRC..117.7015W , .
T Xian , L Sun , Y J Yang , Y F Fu . Monsoon and eddy forcing of chlorophyll-a variation in the northeast South China Sea . International Journal of Remote Sensing , 2012 . 33 ( 23 ): 7 431 - 7 443 . DOI: 10.1080/01431161.2012.685970 http://doi.org/10.1080/01431161.2012.685970 .
P F Xue , C S Chen , R C Beardsley , R Limeburner . Observing system simulation experiments with ensemble Kalman filters in Nantucket Sound, Massachusetts . Journal of Geophysical Research:Oceans , 2011 . 116 ( C1 ): C01011 http://onlinelibrary.wiley.com/doi/10.1029/2010JC006428/full http://onlinelibrary.wiley.com/doi/10.1029/2010JC006428/full , .
P F Xue , C S Chen , R C Beardsley . Observing system simulation experiments of dissolved oxygen monitoring in Massachusetts Bay . Journal of Geophysical Research:Oceans , 2012 . 117 ( C5 ): C05014 http://onlinelibrary.wiley.com/doi/10.1029/2011JC007843/abstract http://onlinelibrary.wiley.com/doi/10.1029/2011JC007843/abstract , .
L Yang , D X Wang , J Huang , X Wang , L L Zeng , R Shi , Y K He , Q Xie , S A Wang , R Y Chen , J N Yuan , Q Wang , J Chen , T T Zu , J Li , D D Sui , S Q Peng . Toward a mesoscale hydrological and marine meteorological observation network in the South China Sea . Bulletin of the American Meteorological Society , 2015 . 96 ( 7 ): 1 117 - 1 135 . DOI: 10.1175/BAMS-D-14-00159.1 http://doi.org/10.1175/BAMS-D-14-00159.1 .
Q X Yang , J W Tian , W Zhao . Observation of Luzon Strait transport in summer 2007 . Deep Sea Research Part I:Oceanographic Research Papers , 2010a . 57 ( 5 ): 670 - 676 . DOI: 10.1016/j.dsr.2010.02.004 http://doi.org/10.1016/j.dsr.2010.02.004 .
X Yang , D Venturi , C S Chen , C Chryssostomidis , G E Karniadakis . EOF-based constrained sensor placement and field reconstruction from noisy ocean measurements:application to Nantucket Sound . Journal of Geophysical Research:Oceans , 2010b . 115 ( C12 ): C12072 DOI: 10.1029/2010JC006148 http://doi.org/10.1029/2010JC006148 .
D Ye , R W Wang . Optimal observation experiment in the northern South China Sea based on the ensemble assimilation method . Marine Science Bulletin , 2011 . 30 ( 3 ): 252 - 257 . http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hytb201103003 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hytb201103003 , .
B Yildirim , C Chryssostomidis , G E Karniadakis . Efficient sensor placement for ocean measurements using low-dimensional concepts . Ocean Modelling , 2009 . 27 ( 3-4 ): 160 - 173 . DOI: 10.1016/j.ocemod.2009.01.001 http://doi.org/10.1016/j.ocemod.2009.01.001 .
D L Yuan , W Q Han , D X Hu . Surface Kuroshio path in the Luzon Strait area derived from satellite remote sensing data . Journal of Geophysical Research:Oceans , 2006 . 111 ( C11 ): C11007 DOI: 10.1029/2005JC003412 http://doi.org/10.1029/2005JC003412 .
D L Yuan , W Q Han , D X Hu . Anti-cyclonic eddies northwest of Luzon in summer-fall observed by satellite altimeters . Geophysical Research Letters , 2007 . 34 ( 13 ): L13610 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=8845c0cd10f875e220442d0d099337b0 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=8845c0cd10f875e220442d0d099337b0 , .
D L Yuan , R X Li . Dynamics of eddy-induced Kuroshio variability in Luzon Strait . Journal of Tropical Oceanography , 2008 . 27 ( 4 ): 1 - 9 . http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=rdhy200804001 http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=rdhy200804001 , .
D L Yuan , Z Wang . Hysteresis and dynamics of a western boundary current flowing by a gap forced by impingement of mesoscale eddies . Journal of Physical Oceanography , 2011 . 41 ( 5 ): 878 - 888 . DOI: 10.1175/2010JPO4489.1 http://doi.org/10.1175/2010JPO4489.1 .
Y C Yuan , Y H Tseng , C H Yang , G H Liao , C H Chow , Z H Liu , X H Zhu , H Chen . Variation in the Kuroshio intrusion:modeling and interpretation of observations collected around the Luzon Strait from July 2009 to March 2011 . Journal of Geophysical Research:Oceans , 2014 . 119 ( 6 ): 3 447 - 3 463 . DOI: 10.1002/2013JC009776 http://doi.org/10.1002/2013JC009776 .
L L Zeng , E P Chassignet , R W Schmitt , X B Xu , D X Wang . Salinification in the South China Sea since late 2012:a reversal of the freshening since the 1990s . Geophysical Research Letters , 2018 . 45 ( 6 ): 2 744 - 2 751 . DOI: 10.1002/2017GL076574 http://doi.org/10.1002/2017GL076574 .
Z G Zhang , W Zhao , Q Y Liu . Sub-seasonal variability of Luzon Strait transport in a high resolution global model . Acta Oceanologica Sinica , 2010 . 29 ( 3 ): 9 - 17 . DOI: 10.1007/s13131-010-0032-0 http://doi.org/10.1007/s13131-010-0032-0 .
Z W Zhang , W Zhao , J W Tian , X F Liang . A mesoscale eddy pair southwest of Taiwan and its influence on deep circulation . Journal of Geophysical Research:Oceans , 2013 . 118 ( 12 ): 6 479 - 6 494 . DOI: 10.1002/2013JC008994 http://doi.org/10.1002/2013JC008994 .
Z W Zhang , W Zhao , J W Tian , Q X Yang , T D Qu . Spatial structure and temporal variability of the zonal flow in the Luzon Strait . Journal of Geophysical Research:Oceans , 2015 . 120 ( 2 ): 759 - 776 . DOI: 10.1002/2014JC010308 http://doi.org/10.1002/2014JC010308 .
W Zhuang , S P Xie , D X Wang , B Taguchi , H Aiki , H Sasaki . Intraseasonal variability in sea surface height over the South China Sea . Journal of Geophysical Research:Oceans , 2010 . 115 ( C4 ): C04010 http://onlinelibrary.wiley.com/doi/10.1029/2009JC005647/full http://onlinelibrary.wiley.com/doi/10.1029/2009JC005647/full , .
T T Zu , D X Wang , C X Yan , I Belkin , W Zhuang , J Chen . Evolution of an anticyclonic eddy southwest of Taiwan . Ocean Dynamics , 2013 . 63 ( 5 ): 519 - 531 . DOI: 10.1007/s10236-013-0612-6 http://doi.org/10.1007/s10236-013-0612-6 .
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