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Volumn 31, Issue 6, 2011, Pages S24-S36

Assimilating remote sensing and in situ observations into a coastal model of northern South China Sea using ensemble Kalman filter

Author keywords

Covariance; Data assimilation; Ensemble Kalman filter; Model error perturbations

Indexed keywords


EID: 79951696333     PISSN: 02784343     EISSN: 18736955     Source Type: Journal    
DOI: 10.1016/j.csr.2011.01.017     Document Type: Article
Times cited : (32)

References (40)
  • 1
    • 0000157495 scopus 로고
    • A description of a three-dimensional coastal ocean circulation model
    • N. Heaps AGU Washington, DC
    • Blumberg, A.F., Mellor, G.L., A description of a three-dimensional coastal ocean circulation model. Heaps, N., (eds.) Three-Dimensional Coastal Ocean Models, Coastal Estuarine Study, vol. 4, 1987, AGU, Washington, DC, 1–16.
    • (1987) Three-Dimensional Coastal Ocean Models, Coastal Estuarine Study , vol.4 , pp. 1-16
    • Blumberg, A.F.1    Mellor, G.L.2
  • 2
    • 21344469042 scopus 로고    scopus 로고
    • Objective analyses of annual, seasonal, and monthly temperature and salinity for the World Ocean on a 0.25°grid
    • Boyer, T., Levitus, S., Garcia, H., Locarnini, R., Stephens, C., Antonov, J., Objective analyses of annual, seasonal, and monthly temperature and salinity for the World Ocean on a 0.25°grid. Journal of Climate 25 (2005), 931–945.
    • (2005) Journal of Climate , vol.25 , pp. 931-945
    • Boyer, T.1    Levitus, S.2    Garcia, H.3    Locarnini, R.4    Stephens, C.5    Antonov, J.6
  • 4
    • 85038827705 scopus 로고    scopus 로고
    • Modeling upwelling circulation over continental shelf in the northern South China sea. 〈〉.
    • Cheung, Y.Y., 2006. Modeling upwelling circulation over continental shelf in the northern South China sea. 〈 http://hdl.handle.net/1783.1/3676〉.
    • (2006)
    • Cheung, Y.Y.1
  • 6
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G., Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. Journal of Geophysical Research 99 (1994), 10143–10162.
    • (1994) Journal of Geophysical Research , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 7
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: theoretical formulation and practical implementation
    • Evensen, G., The ensemble Kalman filter: theoretical formulation and practical implementation. Ocean Dynamics 53 (2003), 343–367.
    • (2003) Ocean Dynamics , vol.53 , pp. 343-367
    • Evensen, G.1
  • 8
    • 10844229034 scopus 로고    scopus 로고
    • Sampling strategies and square root analysis schemes for the EnKF
    • Evensen, G., Sampling strategies and square root analysis schemes for the EnKF. Ocean Dynamics 54 (2004), 539–560.
    • (2004) Ocean Dynamics , vol.54 , pp. 539-560
    • Evensen, G.1
  • 9
    • 85038876725 scopus 로고    scopus 로고
    • Ensemble optimal interpolation: multivariate properties in the Gulf of Mexico
    • Francois, C., Laurent, B., Ensemble optimal interpolation: multivariate properties in the Gulf of Mexico. Tellus A 61:2 (2008), 296–308.
    • (2008) Tellus A , vol.61 , Issue.2 , pp. 296-308
    • Francois, C.1    Laurent, B.2
  • 10
    • 59349121678 scopus 로고    scopus 로고
    • High-resolution Ensemble forecasting for the Gulf of Mexico eddies and fronts
    • Francois, C., Laurent, B., High-resolution Ensemble forecasting for the Gulf of Mexico eddies and fronts. Ocean Dynamics 59:1 (2009), 83–95.
    • (2009) Ocean Dynamics , vol.59 , Issue.1 , pp. 83-95
    • Francois, C.1    Laurent, B.2
  • 11
    • 57749089612 scopus 로고    scopus 로고
    • A comparison between 3DVAR and EnOI techniques for Satellite altimetry data assimilation
    • Fu, W.W., Zhu, J., Yan, C.X., A comparison between 3DVAR and EnOI techniques for Satellite altimetry data assimilation. Ocean Modelling 26:3–4 (2009), 206–216.
    • (2009) Ocean Modelling , vol.26 , Issue.3-4 , pp. 206-216
    • Fu, W.W.1    Zhu, J.2    Yan, C.X.3
  • 12
    • 68749098114 scopus 로고    scopus 로고
    • Towards a global ocean data assimilation system based on ensemble optimum interpolation: altimetry data assimilation experiment
    • Fu, W.W., Zhu, J., Yan, C.X., Liu, H., Towards a global ocean data assimilation system based on ensemble optimum interpolation: altimetry data assimilation experiment. Ocean Dynamics 59:4 (2009), 587–602.
    • (2009) Ocean Dynamics , vol.59 , Issue.4 , pp. 587-602
    • Fu, W.W.1    Zhu, J.2    Yan, C.X.3    Liu, H.4
  • 13
    • 61349159228 scopus 로고    scopus 로고
    • Interaction of a river plume with coastal upwelling in the northeastern South China Sea
    • Gan, J.P., Li, L., Wang, D., Guo, X., Interaction of a river plume with coastal upwelling in the northeastern South China Sea. Continental Shelf Research 29:4 (2009), 728–740, 10.1016/j.csr.2008.12.002.
    • (2009) Continental Shelf Research , vol.29 , Issue.4 , pp. 728-740
    • Gan, J.P.1    Li, L.2    Wang, D.3    Guo, X.4
  • 14
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P.L., Mitchell, H.L., A sequential ensemble Kalman filter for atmospheric data assimilation. Monthly Weather Review 129 (2001), 123–137.
    • (2001) Monthly Weather Review , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 15
    • 34648820604 scopus 로고    scopus 로고
    • Diagnostic analysis on the northern South China Sea winter counter-wind current
    • Hong, B., Wang, D., Diagnostic analysis on the northern South China Sea winter counter-wind current. Chinese Science Bulletin 51:Suppl. 2 (2006), 9–16.
    • (2006) Chinese Science Bulletin , vol.51 , pp. 9-16
    • Hong, B.1    Wang, D.2
  • 17
    • 0036965503 scopus 로고    scopus 로고
    • Initial testing of a massively parallel ensemble Kalman filter with the poseidon isopycnal ocean general circulation model
    • Keppenne, C.L., Rienecker, M., Initial testing of a massively parallel ensemble Kalman filter with the poseidon isopycnal ocean general circulation model. Monthly Weather Review 130 (2002), 2951–2965.
    • (2002) Monthly Weather Review , vol.130 , pp. 2951-2965
    • Keppenne, C.L.1    Rienecker, M.2
  • 18
    • 33846709830 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of temperature and altimeter data with bias correction and application to seasonal prediction
    • Keppenne, C.L., Rienecker, M.M., Kurkowski, N.P., Adamec, D.A., Ensemble Kalman filter assimilation of temperature and altimeter data with bias correction and application to seasonal prediction. Nonlinear Processes Geophysics 14 (2005), 1–13.
    • (2005) Nonlinear Processes Geophysics , vol.14 , pp. 1-13
    • Keppenne, C.L.1    Rienecker, M.M.2    Kurkowski, N.P.3    Adamec, D.A.4
  • 19
    • 27144473876 scopus 로고    scopus 로고
    • Assimilation of along-track altimeter data in the Tropical Pacific region of a global OGCM ensemble
    • Leeuwenburgh, O., Assimilation of along-track altimeter data in the Tropical Pacific region of a global OGCM ensemble. Quarterly Journal of the Royal Meteorological Society 131 (2005), 2455–2472.
    • (2005) Quarterly Journal of the Royal Meteorological Society , vol.131 , pp. 2455-2472
    • Leeuwenburgh, O.1
  • 20
    • 33846708110 scopus 로고    scopus 로고
    • Validation of an EnKF system for OGCM initialization assimilating temperature, salinity, and surface height measurements
    • Leeuwenburgh, O., Validation of an EnKF system for OGCM initialization assimilating temperature, salinity, and surface height measurements. Monthly Weather Review 135 (2007), 125–139, 10.1175/MWR3272.1.
    • (2007) Monthly Weather Review , vol.135 , pp. 125-139
    • Leeuwenburgh, O.1
  • 21
    • 0002885064 scopus 로고
    • Summer upwelling system over the northern continental shelf of the South China Sea: a physical description
    • J. Su W.-S. Chuang R.Y. Hsueh China Ocean Press Beijing
    • Li, L., Summer upwelling system over the northern continental shelf of the South China Sea: a physical description. Su, J., Chuang, W.-S., Hsueh, R.Y., (eds.) Proceedings of the Symposium on the Physical and Chemical Oceanography of the China Seas, 1993, China Ocean Press, Beijing, 58–68.
    • (1993) Proceedings of the Symposium on the Physical and Chemical Oceanography of the China Seas , pp. 58-68
    • Li, L.1
  • 22
    • 82555160941 scopus 로고    scopus 로고
    • Impacts of assimilating ocean profile observations using a bottom-topography-following recursive filter on ocean forecasting in North Sea/Baltic Sea
    • Liu, Y., Zhu, J., She, J., Zhuang, S., Gao, J., Impacts of assimilating ocean profile observations using a bottom-topography-following recursive filter on ocean forecasting in North Sea/Baltic Sea. Ocean Modelling 26 (2009), 75–87.
    • (2009) Ocean Modelling , vol.26 , pp. 75-87
    • Liu, Y.1    Zhu, J.2    She, J.3    Zhuang, S.4    Gao, J.5
  • 23
    • 33646392242 scopus 로고    scopus 로고
    • An evaluation of publicity available global bathymetry grids
    • Marks, K.M., Smith, W.H.F., An evaluation of publicity available global bathymetry grids. Marine Geophysical Researches 27 (2006), 19–34.
    • (2006) Marine Geophysical Researches , vol.27 , pp. 19-34
    • Marks, K.M.1    Smith, W.H.F.2
  • 24
    • 0034096639 scopus 로고    scopus 로고
    • Topographically induced upwelling off eastern Australia
    • Oke, P., Middleton, J., Topographically induced upwelling off eastern Australia. Journal of Physical Oceanography 30 (2000), 512–531.
    • (2000) Journal of Physical Oceanography , vol.30 , pp. 512-531
    • Oke, P.1    Middleton, J.2
  • 26
    • 33847294302 scopus 로고    scopus 로고
    • Impacts of localization in the EnKF and EnOI: experiments with a small model
    • Oke, P., Sakov, P., Couney, S.P., Impacts of localization in the EnKF and EnOI: experiments with a small model. Ocean Dynamics 57 (2007), 32–45, 10.1007/s10236-006-0088-8.
    • (2007) Ocean Dynamics , vol.57 , pp. 32-45
    • Oke, P.1    Sakov, P.2    Couney, S.P.3
  • 27
    • 70349586499 scopus 로고    scopus 로고
    • Dynamics of the buoyant plume off the Pearl River Estuary in summer
    • Ou, S., Zhang, H., Wang, D., Dynamics of the buoyant plume off the Pearl River Estuary in summer. Environmental Fluid Mechanics 9 (2009), 471–492.
    • (2009) Environmental Fluid Mechanics , vol.9 , pp. 471-492
    • Ou, S.1    Zhang, H.2    Wang, D.3
  • 28
    • 67349118504 scopus 로고    scopus 로고
    • Performance of four sea surface temperature assimilation schemes in the South China Sea
    • Shu, Y., Zhu, J., Wang, D., Yan, C., Xiao, X., Performance of four sea surface temperature assimilation schemes in the South China Sea. Continental Shelf Research 29:2009 (2009), 1489–1501.
    • (2009) Continental Shelf Research , vol.29 , Issue.2009 , pp. 1489-1501
    • Shu, Y.1    Zhu, J.2    Wang, D.3    Yan, C.4    Xiao, X.5
  • 29
    • 7444243248 scopus 로고    scopus 로고
    • Overview of the South China Sea circulation and its influence on the coastal physical oceanography outside the Pearl River Estuary
    • Su, J.L., Overview of the South China Sea circulation and its influence on the coastal physical oceanography outside the Pearl River Estuary. Continental Shelf Research 24 (2004), 1745–1760.
    • (2004) Continental Shelf Research , vol.24 , pp. 1745-1760
    • Su, J.L.1
  • 30
    • 71249118294 scopus 로고    scopus 로고
    • Investigation of three-dimensional circulation and hydrography over the Pearl River Estuary of China using a nested-grid coastal circulation model
    • Tang, L., Sheng, J., Ji, X., Cao, W., Liu, D., Investigation of three-dimensional circulation and hydrography over the Pearl River Estuary of China using a nested-grid coastal circulation model. Ocean Dynamics 59 (2009), 899–919, 10.1007/s10236-009-0218-1.
    • (2009) Ocean Dynamics , vol.59 , pp. 899-919
    • Tang, L.1    Sheng, J.2    Ji, X.3    Cao, W.4    Liu, D.5
  • 31
    • 40649083024 scopus 로고    scopus 로고
    • Ensemble member generation for sequential data assimilation
    • Turner, J.P., Walker, J.P., Oke, P.R., Ensemble member generation for sequential data assimilation. Remote Sensing of Environment 112 (2008), 1421–1433.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 1421-1433
    • Turner, J.P.1    Walker, J.P.2    Oke, P.R.3
  • 32
    • 77953494549 scopus 로고    scopus 로고
    • Assimilating altimetry data into a HYCOM model of the Pacific: ensemble optimal interpolation versus ensemble Kalman filter
    • Wan, L.Y., Bertino, L., Zhu, J., Assimilating altimetry data into a HYCOM model of the Pacific: ensemble optimal interpolation versus ensemble Kalman filter. Journal of Atmospheric and Oceanic Technology 27 (2010), 753–765.
    • (2010) Journal of Atmospheric and Oceanic Technology , vol.27 , pp. 753-765
    • Wan, L.Y.1    Bertino, L.2    Zhu, J.3
  • 33
    • 0037923637 scopus 로고    scopus 로고
    • Assimilation experiment of blending TOPEX altimeter data in the South China Sea
    • Wang, D., Shi, P., Yang, K., Qi, Y., Assimilation experiment of blending TOPEX altimeter data in the South China Sea. Oceanologia Et Limnologia Sinica 32:1 (2001), 101–108.
    • (2001) Oceanologia Et Limnologia Sinica , vol.32 , Issue.1 , pp. 101-108
    • Wang, D.1    Shi, P.2    Yang, K.3    Qi, Y.4
  • 35
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J.S., Hamill, T.M., Ensemble data assimilation without perturbed observations. Monthly Weather Review 130:7 (2002), 1913–1924, 10.1175/1520-0493.
    • (2002) Monthly Weather Review , vol.130 , Issue.7 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 36
    • 7444229844 scopus 로고    scopus 로고
    • A model of the plume front of the Pearl River Estuary, China and adjacent coastal waters in the winter dry season
    • Wong, L.A., Chen, J.C., Dong, L.X., A model of the plume front of the Pearl River Estuary, China and adjacent coastal waters in the winter dry season. Continental Shelf Research 24 (2004), 1779–1795.
    • (2004) Continental Shelf Research , vol.24 , pp. 1779-1795
    • Wong, L.A.1    Chen, J.C.2    Dong, L.X.3
  • 37
    • 0033573491 scopus 로고    scopus 로고
    • Assimilating altimetric data into a South China Sea model
    • Wu, C., Shaw, P., Chao, S.-Y., Assimilating altimetric data into a South China Sea model. Journal of Geophysical Research 104 (1999), 29987–30005.
    • (1999) Journal of Geophysical Research , vol.104 , pp. 29987-30005
    • Wu, C.1    Shaw, P.2    Chao, S.-Y.3
  • 38
    • 34648843841 scopus 로고    scopus 로고
    • The assimilation experiment in the southwestern South China Sea in summer 2000
    • Xiao, X., Wang, D., Xu, J., The assimilation experiment in the southwestern South China Sea in summer 2000. Chinese Science Bulletin 51 (2006), 31–37.
    • (2006) Chinese Science Bulletin , vol.51 , pp. 31-37
    • Xiao, X.1    Wang, D.2    Xu, J.3
  • 39
    • 44449142514 scopus 로고    scopus 로고
    • Assessment and inter-comparison of five high-resolution sea surface temperature products in the shelf and coastal seas around China
    • Xie, J., Zhu, J., Li, Y., Assessment and inter-comparison of five high-resolution sea surface temperature products in the shelf and coastal seas around China. Continental Shelf Research 28 (2008), 1286–1293.
    • (2008) Continental Shelf Research , vol.28 , pp. 1286-1293
    • Xie, J.1    Zhu, J.2    Li, Y.3
  • 40
    • 51749126074 scopus 로고    scopus 로고
    • Balanced multivariate model errors of an intermediate coupled model for ensemble Kalman filter data assimilation
    • Zheng, F., Zhu, J., Balanced multivariate model errors of an intermediate coupled model for ensemble Kalman filter data assimilation. Journal of Geophysical Research, 113, 2008, C07002, 10.1029/2007JC004621.
    • (2008) Journal of Geophysical Research , vol.113 , pp. C07002
    • Zheng, F.1    Zhu, J.2


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