Model evaluation and Bayesian hierarchical models

Berliner, L.M., Wikle, C.K., and Cressie, N. (2000). Long-Lead Prediction of Pacific SSTs via Bayesian Dynamic Modeling. Journal of Climate, 13, 3953-3968.

Cardoso, T. P. and P. Guttorp (2007): A Hierarchical Bayes Model for Combining Precipitation Measurements from Different Sources.

Statistical assessment of numerical models Montserrat Fuentes, Peter Guttorp and Peter Challenor (2003)Int. Stat. Rev. 71, 201-221.

Model Validation and Spatial Interpolation by Combining Observations with Outputs from Numerical Models via Bayesian Melding Montserrat Fuentes and Adrian Raftery (2001).

Probabilistic Wind Speed Forecasting using Ensembles and Bayesian Model Averaging
J. McLean Sloughter, Tilmann Gneiting, and Adrian E. Raftery (2008)

Forecasting near-surface ocean winds with Kalman filter techniques. A Malmberg, U. Holst and J. Holst. Ocean Engineering 2005.

Wikle, C.K., (2003). Hierarchical models in environmental science. International Statistical Review, 71 , 181-199.