메뉴 건너뛰기




Volumn 21, Issue 2, 2014, Pages 569-582

An ETKF approach for initial state and parameter estimation in ice sheet modelling

Author keywords

[No Author keywords available]

Indexed keywords

DATA ASSIMILATION; ESTIMATION METHOD; GLACIOLOGY; ICE MECHANICS; ICE SHEET; KALMAN FILTER; MODEL TEST; MODEL VALIDATION; MODELING; PARAMETERIZATION; PRECISION; SEA LEVEL CHANGE;

EID: 84899476874     PISSN: 10235809     EISSN: 16077946     Source Type: Journal    
DOI: 10.5194/npg-21-569-2014     Document Type: Article
Times cited : (14)

References (49)
  • 1
    • 0033500692 scopus 로고    scopus 로고
    • A monte carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts
    • Anderson, J. L. and Anderson, S. L.: A Monte Carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts, Mon. Weather Rev., 127, 2741-2758, 1999.
    • (1999) Mon. Weather Rev. , vol.127 , pp. 2741-2758
    • Anderson, J.L.1    Anderson, S.L.2
  • 2
    • 33646400982 scopus 로고    scopus 로고
    • Optimal estimation of changes in the mass of ice sheets
    • doi:10.1029/2003JF000021
    • Arthern, R. J.: Optimal estimation of changes in the mass of ice sheets, J. Geophys. Res., 108, 6007, doi:10.1029/2003JF000021, 2003.
    • (2003) J. Geophys. Res. , vol.108 , pp. 6007
    • Arthern, R.J.1
  • 3
    • 77956974890 scopus 로고    scopus 로고
    • Initialization of ice-sheet forecasts viewed as an inverse Robin problem
    • Arthern, R. J. and Gudmundsson, G. H.: Initialization of ice-sheet forecasts viewed as an inverse Robin problem, J. Glaciol., 56, 527- 533, 2010.
    • (2010) J. Glaciol. , vol.56 , pp. 527-533
    • Arthern, R.J.1    Gudmundsson, G.H.2
  • 4
    • 33746308350 scopus 로고    scopus 로고
    • Determining the contribution of Antarctica to sea-level rise using data assimilation methods
    • Arthern, R. J. and Hindmarsh, R. C. A.: Determining the contribution of Antarctica to sea-level rise using data assimilation methods, Philos. T. Roy. Soc. A, 364, 1841 -1865, 2006.
    • (2006) Philos. T. Roy. Soc. A , vol.364 , pp. 1841-1865
    • Arthern, R.J.1    Hindmarsh, R.C.A.2
  • 5
    • 57049151305 scopus 로고    scopus 로고
    • Modeling dynamic controls on ice streams: A Bayesian statistical approach
    • Berliner, L., Jezek, K., Cressie, N., Kim, Y., Lam, C. Q., and Van der Veen, C. J.: Modeling dynamic controls on ice streams: A Bayesian statistical approach, J. Glaciol., 54, 705-714, 2008.
    • (2008) J. Glaciol. , vol.54 , pp. 705-714
    • Berliner, L.1    Jezek, K.2    Cressie, N.3    Kim, Y.4    Lam, C.Q.5    Van Der Veen, C.J.6
  • 6
    • 0035270690 scopus 로고    scopus 로고
    • Adaptive sampling with the ensemble transform kalman filter. Part I: Theoretical Aspects
    • Bishop, C. H., Etherton, B. J., and Majumdar, S. J.: Adaptive Sampling with the Ensemble Transform Kalman Filter. Part I: Theoretical Aspects, Mon. Weather Rev., 129, 420-436, 2001.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 420-436
    • Bishop, C.H.1    Etherton, B.J.2    Majumdar, S.J.3
  • 7
    • 80054891746 scopus 로고    scopus 로고
    • Ensemble Kalman filtering without the intrinsic need for inflation
    • doi:10.5194/npg-18-735-2011
    • Bocquet, M.: Ensemble Kalman filtering without the intrinsic need for inflation, Nonlin. Processes Geophys., 18, 735- 750, doi:10.5194/npg-18-735- 2011, 2011.
    • (2011) Nonlin. Processes Geophys. , vol.18 , pp. 735-750
    • Bocquet, M.1
  • 8
    • 84863313070 scopus 로고    scopus 로고
    • Combining inflation-free and iterative ensemble Kalman filters for strongly nonlinear systems
    • doi:10.5194/npg-19-383-2012
    • Bocquet, M. and Sakov, P.: Combining inflation-free and iterative ensemble Kalman filters for strongly nonlinear systems, Nonlin. Processes Geophys., 19, 383 -399, doi:10.5194/npg-19-383-2012, 2012.
    • (2012) Nonlin Processes Geophys. , vol.19 , pp. 383-399
    • Bocquet, M.1    Sakov, P.2
  • 9
    • 77952630996 scopus 로고    scopus 로고
    • Shallow shelf approximation as a sliding law "in a thermomechanically coupled ice sheet model
    • doi:10.1029/200 8JF001179
    • Bueler, E. and Brown, J.: Shallow shelf approximation as a "sliding law " in a thermomechanically coupled ice sheet model, J. Geophys. Res., 114, F03008, doi:10.1029/200 8JF001179, 2009.
    • (2009) J. Geophys. Res. , vol.114 , pp. 03008
    • Bueler, E.1    Brown, J.2
  • 10
    • 0032439201 scopus 로고    scopus 로고
    • Analysis Scheme in the Ensemble Kalman filter
    • Burgers, G., Van Leeuwen, P. J., and Evensen, G.: Analysis Scheme in the Ensemble Kalman filter, Mon. Weather Rev., 126, 1719-1724, 1998.
    • (1998) Mon. Weather Rev. , vol.126 , pp. 1719-1724
    • Burgers, G.1    Van Leeuwen, P.J.2    Evensen, G.3
  • 11
    • 0001064937 scopus 로고    scopus 로고
    • Iden tification of Robin coefficients by the means of boundary measurements
    • doi:10.1088/0266-5611/15/6/303
    • Chaabane, S. and Jaoua, M.: Iden tification of Robin coefficients by the means of boundary measurements, Inverse Probl., 15, 1425, doi:10.1088/0266-5611/ 15/6/303, 1999.
    • (1999) Inverse Probl. , vol.15 , pp. 1425
    • Chaabane, S.1    Jaoua, M.2
  • 13
    • 0003230012 scopus 로고
    • Creep and recrystallization of polycrystalline ice
    • Duval, P.: Creep And Recrystallization Of Polycrystalline Ice, B. Mineral., 102, 80-85, 1979.
    • (1979) B. Mineral. , vol.102 , pp. 80-85
    • Duval, P.1
  • 14
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G.: Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics, J. Geophys. Res., 99, 10143-10162, 1994.
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 16
    • 0033023511 scopus 로고    scopus 로고
    • Construction of correlation functions in two and three dimensions
    • Gaspari, G. and Cohn, S. E.: Construction of correlation functions in two and three dimensions, Q. J. Roy. Meteor. Soc., 125, 723-757, 1999.
    • (1999) Q. J. Roy. Meteor. Soc. , vol.125 , pp. 723-757
    • Gaspari, G.1    Cohn, S.E.2
  • 18
    • 72049130617 scopus 로고    scopus 로고
    • A new 1 km digital elevation model of Antarctica derived from combined radar and laser data-Part 2: Validation and error estimates
    • doi:10.5194/tc-3-113-2009
    • Griggs, J. A. and B amber, J. L.: A new 1 km digital elevation model of Antarctica derived from combined radar and laser data-Part 2: Validation and error estimates, The Cryosphere, 3, 113-123, doi:10.5194/tc-3-113-2009, 2009.
    • (2009) The Cryosphere , vol.3 , pp. 113-123
    • Griggs, J.A.1    Bamber, J.L.2
  • 19
    • 0035506430 scopus 로고    scopus 로고
    • Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter
    • Hamill, T. M., Whitaker, J. S., and Snyder, C.: Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter, Mon. Weather Rev., 129, 2776-2790, 2001.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 2776-2790
    • Hamill, T.M.1    Whitaker, J.S.2    Snyder, C.3
  • 21
    • 70350123715 scopus 로고    scopus 로고
    • Greenland ice-sheet volume sensitivity to basal, surface and initial conditions derived from an adjoint model
    • Heimbach, P. and Bugnion, V.: Greenland ice-sheet volume sensitivity to basal, surface and initial conditions derived from an adjoint model, Ann. Glaciol., 50, 67-80, 2009.
    • (2009) Ann. Glaciol. , vol.50 , pp. 67-80
    • Heimbach, P.1    Bugnion, V.2
  • 23
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • Houtekamer, P. L. and Mitchell, H. L.: A sequential ensemble Kalman filter for atmospheric data assimilation, Mon. Weather Rev., 129, 123-137, 2001.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 24
    • 34248675795 scopus 로고    scopus 로고
    • Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter
    • Hunt, B. R., Kostelich, E. J., and Szunyogh, I.: Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter, Physica D, 230, 112-126, 2007.
    • (2007) Physica D , vol.230 , pp. 112-126
    • Hunt, B.R.1    Kostelich, E.J.2    Szunyogh, I.3
  • 26
    • 80052095337 scopus 로고    scopus 로고
    • Investigating changes in basal conditions of Variegated Glacier prior to and during its 1982-1983 surge
    • doi:10.5194/tc-5-659-2011
    • Jay-Allemand, M., Gillet-Chaulet, F., Gagliardini, O., and Nodet, M.: Investigating changes in basal conditions of Variegated Glacier prior to and during its 1982- 1983 surge, The Cryosphere, 5, 659- 672, doi:10.5194/tc-5-659- 2011, 2011.
    • (2011) The Cryosphere , vol.5 , pp. 659-672
    • Jay-Allemand, M.1    Gillet-Chaulet, F.2    Gagliardini, O.3    Nodet, M.4
  • 27
    • 77956946940 scopus 로고    scopus 로고
    • Greenland flow variability from ice-sheet-wide velocity mapping
    • Joughin, I., Smith, B. E., Howat, I. M., Scambos, T., and Moon, T.: Greenland flow variability from ice-sheet-wide velocity mapping, J. Glaciol., 56, 415- 430, 2010.
    • (2010) J. Glaciol. , vol.56 , pp. 415-430
    • Joughin, I.1    Smith, B.E.2    Howat, I.M.3    Scambos, T.4    Moon, T.5
  • 28
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman, R. E.: A new approach to linear filtering and prediction problems, J. Basic Eng.-T ASME., 82, 35-45, 1960.
    • (1960) J. Basic Eng.-T ASME. , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 29
    • 84858421896 scopus 로고    scopus 로고
    • Continental scale, high order, high spatial resolution, ice sheet modeling using the Ice Sheet System Model (ISSM)
    • doi:10.1029/2 011JF002140
    • Larour, E., Seroussi, H., Morlighem, M., and Rignot, E.: Continental scale, high order, high spatial resolution, ice sheet modeling using the Ice Sheet System Model (ISSM), J. Geophys. Res., 117, F01022, doi:10.1029/2 011JF002140, 2012.
    • (2012) J. Geophys. Res. , vol.117 , pp. 01022
    • Larour, E.1    Seroussi, H.2    Morlighem, M.3    Rignot, E.4
  • 30
    • 0027153793 scopus 로고
    • Anisotropic, transversely isotropic nonlinear viscosity of rock ice and rheological parameters inferred from homogenization
    • Lliboutry, L.: Anisotropic, transversely isotropic nonlinear viscosity of rock ice and rheological parameters inferred from homogenization, Int. J. Plasticity, 9, 619-632, 1993.
    • (1993) Int. J. Plasticity , vol.9 , pp. 619-632
    • Lliboutry, L.1
  • 31
    • 0026488578 scopus 로고
    • The basal stress distribution of ice stream e, antarctica, inferred by control methods
    • MacAyeal, D. R.: The basal stress distribution of Ice Stream E, Antarctica, inferred by control methods, J. Geophys. Res., 97, 595-603, 1992.
    • (1992) J. Geophys. Res. , vol.97 , pp. 595-603
    • Macayeal, D.R.1
  • 32
    • 0027427004 scopus 로고
    • A tutorial on the use of control methods in icesheet modeling
    • MacAyeal, D. R.: A tutorial on the use of control methods in icesheet modeling, J. Glaciol., 39, 91-98, 1993.
    • (1993) J. Glaciol. , vol.39 , pp. 91-98
    • Macayeal, D.R.1
  • 33
    • 77955290153 scopus 로고    scopus 로고
    • Spatial patterns of basal drag inferred using control methods f rom a full-Stokes and simpler models for Pine island glacier, west antarctica
    • doi:10.1029/2010GL043853
    • Morlighem M. Rignot E. Seroussi H. Larour E. Ben Dhia H. Aubry, D. Spatial patterns of basal drag inferred using control methods f rom a full-Stokes and simpler models for Pine Island Glacier, West Antarctica, Geophys. Res. Lett. 37, L14502 doi:10.1029/2010GL043853 2010.
    • (2010) Geophys. Res. Lett. , vol.37 , pp. 14502
    • Morlighem, M.1    Rignot, E.2    Seroussi, H.3    Larour, E.4    Ben Dhia, H.5    Aubry, D.6
  • 36
    • 34547373905 scopus 로고    scopus 로고
    • Modelling the early weichselian eurasian ice sheets: Role of ice shelves and influence of ice-dammed lakes
    • doi:10.5194/cp-3-375-2007
    • Peyaud, V., Ritz, C., and Krinner, G.: Modelling the Early Weichselian Eurasian Ice Sheets: Role of ice shelves and influence of ice-dammed lakes, Clim. Past, 3, 375-386, doi:10.5194/cp-3-375-2007, 2007.
    • (2007) Clim. Past , vol.3 , pp. 375-386
    • Peyaud, V.1    Ritz, C.2    Krinner, G.3
  • 37
    • 34250169983 scopus 로고    scopus 로고
    • A singular evolutive interpolated kalman filter for data assimilation in oceanography
    • IMAG-LMC
    • Pham, D.-T.: A Singular Evolutive Interpolated Kalman Filter for Data Assimilation in Oceanography, Technical report 163, IMAG-LMC, 1996.
    • (1996) Technical Report , vol.163
    • Pham, D.-T.1
  • 38
    • 0035335074 scopus 로고    scopus 로고
    • Stochastic methods for sequential data assimilation in strongly nonlinear systems
    • Pham, D.-T.: Stochastic Methods for Sequential Data Assimilation in Strongly Nonlinear Systems, Mon. Weather Rev., 129, 1194-1207, 2001.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 1194-1207
    • Pham, D.-T.1
  • 39
    • 34250169983 scopus 로고    scopus 로고
    • A singular evolutive extended kalman filter for data assimilation in oceanography
    • IMAG-LMC
    • Pham, D.-T., Verron, J., and Roubaud, M.-C.: A Singular Evolutive Extended Kalman Filter for Data Assimilation in Oceanography, Technical report 162, IMAG-LMC, 1996.
    • (1996) Technical Report , vol.162
    • Pham, D.-T.1    Verron, J.2    Roubaud, M.-C.3
  • 40
    • 0031820166 scopus 로고    scopus 로고
    • Filtres De Kalman singuliers ? volutifs pour l?assimilation De donn?es en oc?anographie
    • Paris, Sci. terre plan? tes
    • Pham, D.-T., Verron, J., and Gourdeau, L.: Filtres De Kalman singuliers ? volutifs pour l?assimilation De donn?es en oc?anographie, C. R. Acad. Sci., Paris, Sci. terre plan? tes, 326, 255-260, 1998 (in French).
    • (1998) C. R. Acad. Sci , vol.326 , pp. 255-260
    • Pham, D.-T.1    Verron, J.2    Gourdeau, L.3
  • 42
    • 79956143493 scopus 로고    scopus 로고
    • Bayesian estimation of basal conditions on rutford ice stream, west antarctica, from surface data
    • doi:10.3189/002214311796406004
    • Raymond-Pralong, M. and Gudmundsson, G. H.: Bayesian estimation of basal conditions on Rutford Ice Stream, West Antarctica, from surface data, J. Glaciol., 57, 315- 324, doi:10.3189/002214311796406004, 2011.
    • (2011) J. Glaciol. , vol.57 , pp. 315-324
    • Raymond-Pralong, M.1    Gudmundsson, G.H.2
  • 43
    • 80052608061 scopus 로고    scopus 로고
    • Ice flow of the antarctic ice sheet
    • Rignot, E., Mouginot, J., and Scheuchl, B.: Ice flow of the Antarctic ice sheet, Science, 333, 1427- 1430, 2011.
    • (2011) Science , vol.333 , pp. 1427-1430
    • Rignot, E.1    Mouginot, J.2    Scheuchl, B.3
  • 44
    • 0035725409 scopus 로고    scopus 로고
    • Modeling the evolution of Antarctic ice sheet o ver the last 420,000 years: Implications for altitude changes in the Vostok region
    • Ritz, C., Rommelaere, V., and Dumas, C.: Modeling the evolution of Antarctic ice sheet o ver the last 420,000 years: Implications for altitude changes in the Vostok region, J. Geophys. Res., 106, 31943-31964, 2001.
    • (2001) J. Geophys. Res. , vol.106 , pp. 31943-31964
    • Ritz, C.1    Rommelaere, V.2    Dumas, C.3
  • 45
    • 0031462826 scopus 로고    scopus 로고
    • Large-scale rheology of the Ross Ice Shelf, Anta rctica, computed by a control method
    • Rommelaere, V. and MacAyeal, D. R.: Large-scale rheology of the Ross Ice Shelf, Anta rctica, computed by a control method, Ann. Glaciol., 24, 43-48, 1997.
    • (1997) Ann. Glaciol. , vol.24 , pp. 43-48
    • Rommelaere, V.1    Macayeal, D.R.2
  • 47
    • 84856273168 scopus 로고    scopus 로고
    • A data-calibrated distribution of deglacial chronologies for the North American ice complex from glaciological modeling
    • Tarasov, L., Dyke, A. S., Neal, R. M., and Peltier, W. R.: A data-calibrated distribution of deglacial chronologies for the North American ice complex from glaciological modeling, Earth Planet. Sc. Lett., 315, 30 -40, 2012.
    • (2012) Earth Planet. Sc. Lett. , vol.315 , pp. 30-40
    • Tarasov, L.1    Dyke, A.S.2    Neal, R.M.3    Peltier, W.R.4
  • 48
    • 84880786155 scopus 로고    scopus 로고
    • An iterative inverse method to estimate basal topography and initialize ice flow models
    • doi:10.5194/tc-7-987-2013
    • Van Pelt, W. J. J., Oerlemans, J., Reijmer, C. H., Pettersson, R., Pohjola, V. A., Isaksson, E., and Divine, D.: An iterative inverse method to estimate basal topography and initialize ice flow models, The Cryosphere, 7, 987 -1006, doi:10.5194/tc-7-987-2013, 2013.
    • (2013) The Cryosphere , vol.7 , pp. 987-1006
    • Van Pelt, W.J.J.1    Oerlemans, J.2    Reijmer, C.H.3    Pettersson, R.4    Pohjola, V.A.5    Isaksson, E.6    Divine, D.7
  • 49
    • 0041730500 scopus 로고    scopus 로고
    • Application of control methods for modelling the flow of pine islan d glacier, west antarctica
    • Vieli, A. and Payne, A. J.: APPLICATION OF CONTROL METhods for modelling the flow of Pine Islan d Glacier, West Antarctica, Ann. Glaciol., 36, 197-204, 2003.
    • (2003) Ann. Glaciol. , vol.36 , pp. 197-204
    • Vieli, A.1    Payne, A.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.