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Volumn 10, Issue 20, 2010, Pages 9993-10002

Estimation of ECHAM5 climate model closure parameters with adaptive MCMC

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE MODELING; CLOUD; ESTIMATION METHOD; LARGE EDDY SIMULATION; MARKOV CHAIN; MONTE CARLO ANALYSIS; PRECIPITATION (CLIMATOLOGY); PROBABILITY DENSITY FUNCTION; RANDOM WALK METHOD;

EID: 77958533201     PISSN: 16807316     EISSN: 16807324     Source Type: Journal    
DOI: 10.5194/acp-10-9993-2010     Document Type: Article
Times cited : (43)

References (25)
  • 1
    • 0042599137 scopus 로고    scopus 로고
    • AMIP II guidelines
    • AMIP Project Office
    • AMIP Project Office: AMIP II guidelines, AMIP Newsletter, 8, http://www-pcmdi.llnl.gov/projects/amip/NEWS/amipnl8.php, 1996.
    • (1996) AMIP Newsletter , vol.8
  • 2
    • 33750512542 scopus 로고    scopus 로고
    • On the ergodicity properties of some adaptive MCMC algorithms
    • doi:10.1214/105051606000000286
    • Andrieu, C. and Moulines, E.: On the ergodicity properties of some adaptive MCMC algorithms, Ann. Appl. Prob., 16, 1462-1505, doi:10.1214/ 105051606000000286, 2006
    • (2006) Ann. Appl. Prob. , vol.16 , pp. 1462-1505
    • Andrieu, C.1    Moulines, E.2
  • 3
    • 34547164884 scopus 로고    scopus 로고
    • Efficient estimation and ensemble generation in climate modeling
    • doi:10.1098/rsta.2007.2067
    • Annan, J. D. and Hargreaves, J. C.: Efficient estimation and ensemble generation in climate modeling, Phil. Trans. R. Soc. A, 365, 2077-2088, doi:10.1098/rsta.2007.2067, 2007.
    • (2007) Phil. Trans. R. Soc. A , vol.365 , pp. 2077-2088
    • Annan, J.D.1    Hargreaves, J.C.2
  • 4
    • 33846868359 scopus 로고    scopus 로고
    • Bias and data assimilation
    • doi:10.1256/qj.05.137
    • Dee, D. P.: Bias and data assimilation, Q. J. R. Meteorol. Soc., 131, 3323-3343, doi:10.1256/qj.05.137, 2005.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 3323-3343
    • Dee, D.P.1
  • 5
    • 0038563932 scopus 로고    scopus 로고
    • An adaptive Metropolis algorithm
    • Haario, H., Saksman, E., and Tamminen, J.: An adaptive Metropolis algorithm, Bernoulli, 7, 223-242, 2001.
    • (2001) Bernoulli , vol.7 , pp. 223-242
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 6
    • 3543035224 scopus 로고    scopus 로고
    • MCMC methods for high dimensional inversion in remote sensing (with discussion)
    • Haario, H., Laine, M., Lehtinen, M., Saksman, E., and Tamminen, J.: MCMC methods for high dimensional inversion in remote sensing (with discussion), J. Roy. Stat. Soc. B, 66, 591-607, 2004.
    • (2004) J. Roy. Stat. Soc. B , vol.66 , pp. 591-607
    • Haario, H.1    Laine, M.2    Lehtinen, M.3    Saksman, E.4    Tamminen, J.5
  • 7
    • 33746082065 scopus 로고    scopus 로고
    • Componentwise adaptation for high dimensional MCMC
    • doi:10.1007/BF02789703
    • Haario, H., Saksman, E., and Tamminen, J.: Componentwise adaptation for high dimensional MCMC, Comput. Stat., 20, 265-273, doi:10.1007/BF02789703, 2005.
    • (2005) Comput. Stat. , vol.20 , pp. 265-273
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 8
    • 33750082644 scopus 로고    scopus 로고
    • DRAM: Efficient adaptive MCMC
    • doi:10.1007/ s11222-006-9438-0
    • Haario, H., Laine, M., Mira, A., and Saksman, E.: DRAM: Efficient adaptive MCMC, Stat. Comput., 16, 339-354, doi:10.1007/ s11222-006-9438-0, 2006.
    • (2006) Stat. Comput. , vol.16 , pp. 339-354
    • Haario, H.1    Laine, M.2    Mira, A.3    Saksman, E.4
  • 9
    • 33645994449 scopus 로고    scopus 로고
    • Exploratory Analysis of Climate Data Using Source Separation Methods
    • Ilin, A., Valpola, H., and Oja, E.: Exploratory Analysis of Climate Data Using Source Separation Methods, Neural Networks, 19, 155-167, 2006.
    • (2006) Neural Networks , vol.19 , pp. 155-167
    • Ilin, A.1    Valpola, H.2    Oja, E.3
  • 10
    • 60749088614 scopus 로고    scopus 로고
    • Error Reduction and Convergence in Climate Prediction
    • doi:10.1175/2008JCLI2112.1
    • Jackson, C. S., Sen, M. K., Huerta, G., Deng, Y., and Bowman, K. P.: Error Reduction and Convergence in Climate Prediction, J. Climate, 21, 6698-6709, doi:10.1175/2008JCLI2112.1, 2008.
    • (2008) J. Climate , vol.21 , pp. 6698-6709
    • Jackson, C.S.1    Sen, M.K.2    Huerta, G.3    Deng, Y.4    Bowman, K.P.5
  • 12
    • 0000639565 scopus 로고
    • The measurement and parameterization of effective radius of droplets in warm stra-tocumulus
    • Martin, G. M., Johnson, D. W., and Spice, A.: The measurement and parameterization of effective radius of droplets in warm stra-tocumulus, J. Atmos. Sci., 51, 1823-1842, 1994.
    • (1994) J. Atmos. Sci. , vol.51 , pp. 1823-1842
    • Martin, G.M.1    Johnson, D.W.2    Spice, A.3
  • 13
    • 0000265493 scopus 로고
    • A hierarchy of turbulence closure models for planetary boundary layers
    • Mellor, G. L. and Yamada, A.: A hierarchy of turbulence closure models for planetary boundary layers, J. Atmos. Sci., 31, 1791-1806, 1974.
    • (1974) J. Atmos. Sci. , vol.31 , pp. 1791-1806
    • Mellor, G.L.1    Yamada, A.2
  • 15
    • 0031944948 scopus 로고
    • Practical and theoretical aspects of adjoint parameter estimation and identifiability in meteorology and oceanography
    • Navon, I. M.: Practical and theoretical aspects of adjoint parameter estimation and identifiability in meteorology and oceanography, Dynam. Atmos. Ocean., 27, 55-79, 1993.
    • (1993) Dynam. Atmos. Ocean. , vol.27 , pp. 55-79
    • Navon, I.M.1
  • 16
    • 0027427024 scopus 로고
    • Estimation of the Cressman term for a barotropic model through optimization with use of the adjoint model
    • Rinne, J. and Järvinen, H.: Estimation of the Cressman term for a barotropic model through optimization with use of the adjoint model, Mon. Weather Rev., 121, 825-833, 1993.
    • (1993) Mon. Weather Rev. , vol.121 , pp. 825-833
    • Rinne, J.1    Järvinen, H.2
  • 20
    • 1642602679 scopus 로고    scopus 로고
    • The International Satellite Cloud Climatology Project (ISCCP) web site: An online resource for research
    • Rossow, W. and Dueñas, E. N.: The International Satellite Cloud Climatology Project (ISCCP) web site: An online resource for research., Bull. Am. Meteorol. Soc., 85, 167-172, 2004.
    • (2004) Bull. Am. Meteorol. Soc. , vol.85 , pp. 167-172
    • Rossow, W.1    Dueñas, E.N.2
  • 21
    • 0003844653 scopus 로고    scopus 로고
    • International Satellite Cloud Climatology Project (ISCCP) documentation of new cloud datasets
    • World Meteorological Organization
    • Rossow, W. B., Walker, A., and Roiter, M.: International Satellite Cloud Climatology Project (ISCCP) documentation of new cloud datasets, Tech. Rep. WMO/TD-737 349, World Meteorological Organization, 1996.
    • (1996) Tech. Rep. WMO/TD-737 349
    • Rossow, W.B.1    Walker, A.2    Roiter, M.3
  • 22
    • 70350469275 scopus 로고    scopus 로고
    • Leaf litter decomposition-Estimates of global variability based on Yasso07 model
    • doi: 10.1016/j.ecolmodel.2009.05.016
    • Tuomi, M., Thum, T., Järvinen, H., Fronzek, S., Berg, B., Harmon, M., Trofymow, J. A., Sevanto, S., and Liski, J.: Leaf litter decomposition-Estimates of global variability based on Yasso07 model, Ecological Modelling, 220, 3362-3371, doi: 10.1016/j.ecolmodel.2009.05.016, 2009.
    • (2009) Ecological Modelling , vol.220 , pp. 3362-3371
    • Tuomi, M.1    Thum, T.2    Järvinen, H.3    Fronzek, S.4    Berg, B.5    Harmon, M.6    Trofymow, J.A.7    Sevanto, S.8    Liski, J.9
  • 24
    • 60749087875 scopus 로고    scopus 로고
    • Computational Methods for Parameter Estimation in Climate Models
    • Villagran, A., Huerta, G., Jackson, C. S., and Sen, M. K.: Computational Methods for Parameter Estimation in Climate Models, Bay. Anal., 3, 1-27, 2008.
    • (2008) Bay. Anal. , vol.3 , pp. 1-27
    • Villagran, A.1    Huerta, G.2    Jackson, C.S.3    Sen, M.K.4
  • 25
    • 0031403103 scopus 로고    scopus 로고
    • Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs
    • Xie, P. and Arkin, P.: Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs, Bull. Am. Meteorol. Soc., 78, 2539-2558, 1997.
    • (1997) Bull. Am. Meteorol. Soc. , vol.78 , pp. 2539-2558
    • Xie, P.1    Arkin, P.2


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