Characterizing the elements of Earth's radiative budget: Applying uncertainty quantification to the CESM

Ghanem, 1991 Xiu, 2002, The wiener-askey polynomial chaos for stochastic differential equations, SIAM Journal on Scientific Computing, 24, 619, 10.1137/S1064827501387826 Xiu, 2005, High-order collocation methods for differential equations with random inputs, SIAM Journal on Scientific Computing, 27, 1118, 10.1137/040615201 Wan, 2006, Multi-element generalized polynomial chaos for arbitrary probability measures, SIAM Journal on Scientific Computing, 28, 901, 10.1137/050627630 Baskar, 2007, Sparse grid collocation schemes for stochastic natural convection problems, Journal of Computational Physics, 225, 652, 10.1016/j.jcp.2006.12.014 Nobile, 2008, A sparse grid stochastic collocation method for partial differential equations with random input data, SIAM Journal on Numerical Analysis, 46, 2309, 10.1137/060663660 Archibald, 2009, Discontinuity detection in multivariate space for stochastic simulations, Journal of Computational Physics, 228, 2676, 10.1016/j.jcp.2009.01.001 Archibald, 2006, Polynomial fitting for edge detection in irregularly sampled signals and images, SIAM Journal on Numerical Analysis, 43, 259, 10.1137/S0036142903435259 N.C.S. Model,;1; Community earth system model (CESM), http://www.cesm.ucar.edu/models/cesm1.0/. Ramanathan, 1989, Cloud-radiative forcing and climate: Results from the earth radiation budget experiment, Science, 243, 57, 10.1126/science.243.4887.57 Archibald, 2012, Characterizing the elements of earth's radiative budget: applying uncertainty quantification to the CESM, Procedia Computer Science, 9, 1014, 10.1016/j.procs.2012.04.109 Zhang, 1995, Sensitivity of climate simulations to the parameterization of cumulus convection in the canadian climate center general-circulation model, Atmosphere-Ocean, 33, 407, 10.1080/07055900.1995.9649539 Bungartz, 2004, Sparse grids, Acta Numerica, 13, 147, 10.1017/S0962492904000182 A. M. W. Group, The AMWG diagnostics package, http://www.cgd.ucar.edu/amp/amwg/diagnostics/.