Stochastic parameterization to represent variability and ex

Procedia Computer Science

Volumn 29, Issue , 2014, Pages 1146-1155

  Langan, R ^a   Archibald, R ^a   Plumlee, M ^c   Mahajan, S ^a   Ricciuto, D ^a,d   Yang, C ^b   Mei, R ^a   Mao, J ^a,d   Shi, X ^a,d   Fu, J S ^b  

^a OAK RIDGE NATIONAL LABORATORY   (United States)

^b University of Tennessee   (United States)

^c Georgia Institute of Technology   (United States)

^d OAK RIDGE NATIONAL LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE MODELS; HEAT FLUX; LATENT HEAT; PARAMETERIZATION; PROBABILITY DENSITY FUNCTION; STOCHASTIC SYSTEMS;

ATMOSPHERE MODELING; COMMUNITY ATMOSPHERE MODEL; COMMUNITY LAND MODELS; CONVECTIVE PRECIPITATION; PLANT FUNCTIONAL TYPE; PROBABILITY DENSITY FUNCTION (PDF); STOCHASTIC REPRESENTATIONS; SURFACE LATENT HEAT FLUXES;

STOCHASTIC MODELS;

EID: 84902827204     PISSN: 18770509     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2014.05.103     Document Type: Conference Paper

References (16)

1. J. Bakosi and J. R. Ristorcelli. A stochastic diffusion process for lochner's generalized dirichlet distribution. Journal of Mathematical Physics, 54(10), 2013.
2. G. B. Bonan, S. Levis, L. Kergoat, and K. W. Oleson. Landscapes as patches of plant functional types: An integrating concept for climate and ecosystem models. Global Biogeochemical Cycles, 16(2), 2002.
3. F. Chayes. Numerical correlation and petrographic variation. Journal of Geology, 70, 1962.
4. A. M. DeAngelis, A. J. Broccoli, and S. G. Decker. A comparison of cmip3 simulations of precipitation over north america with observations: Daily statistics and circulation features accompanying extreme events. J. Climate, 26, 2013.
5. R. H. Gardner, B. Rojder, and U. Bergstrom. Prism: A systematic method for determining the effect of parameter uncertainties on model predictions. Technical report, Studsvik Energiteknik AB report/NW-83/555, Nykoping, Sweden, 1983.
6. A. Gelman, J. B. Carlin, H. S. Stern, and D. B. Rubin. Bayesian data analysis. CRC press, 2003.
7. C. Gourieroux and J. Jasiak. Multivariate jacobi process with application to smooth transitions. Journal of Econometrics, 131, 2006.
8. K. Lange. Applications of the dirichlet distribution to forensic match probabilities. Genetica, 96(1-2), 1995.
9. NCAR. Community land model: Surface heterogeneity, 2013.
10. K. W. Oleson, D. M. Lawrence, G. B. Bonan, B. Drewniak, M. Huang, C. D. Koven, S. Levis, F. Li, W. J. Riley, Z. M. Subin, S. C. Swenson, and P. E. Thornton. Technical description of version 4.5 of the community land model (clm). Technical Report NCAR/TN-503+STR, Climate and Global Dynamics Division, NCAR Earth System Laboratory, 2013.
11. C. D. M. Paulino and C. A. De Braganca Pereira. Bayesian methods for categorical data under informative general censoring. Biometrika, 82(2), 1995.
12. K. Pearson. Mathematical contributions to the theory of evolution. on a form of spurious correlation which may arise when indices are used in the measurement of organs. Royal Society of London Proceedings Series 1, 60, 1896.
13. M. Steinrucken, Y. X. R. Wang, and Y. S. Song. An explicit transition density expansion for a multi-allelic wright-fisher diffusion with general diploid selection. Theoretical Population Biology, 83, 2013.
14. P. Sura. Stochastic models of climate extremes: Theory and observations. Extremes in a Changing Climate-Detection, Analysis and Uncertainty. Water Science and Technology Library, 65, 2013.
15. S. Xie, R. B. McCoy, S.A. Klein, R. T. Cederwall, W. J. Wiscombe, E.E. Clothiaux, K. L. Gaustad, J. C. Golaz, S. D. Hall, M. P. Jensen, K. L. Johnson, Y. Lin, C. N. Long, J. H. Mather, R. A. McCord, S. A. McFarlane, G. Palanisamy, Y. Shi, and D.D. Turner. Clouds and more: Arm climate modeling best estimate data. Bull. Amer. Meteor. Soc., 91, 2013.
16. G. J. Zhang and N. A McFarlane. Sensitivity of climate simulations to the parameterization of cumulus convection in the canadian climate centre general circulation model. Atmosphere-Ocean, 33(3), 1995.