1st Edition

Computational Methods for Data Evaluation and Assimilation

374 Pages
by Chapman & Hall

374 Pages
by Chapman & Hall

373 Pages
by Chapman & Hall

Data evaluation and data combination require the use of a wide range of probability theory concepts and tools, from deductive statistics mainly concerning frequencies and sample tallies to inductive inference for assimilating non-frequency data and a priori knowledge. Computational Methods for Data Evaluation and Assimilation presents interdisciplinary methods for integrating experimental and... Read more

Experimental Data Evaluation: Basic Concepts. Computation of Means and Variances from Measurements. Optimization Methods for Large-Scale Data Assimilation. Basic Principles of 4D VAR. 4D VAR in Numerical Weather Prediction Models. Appendices. Bibliography. Index.

Biography

Cacuci, Dan Gabriel; Navon, Ionel Michael; Ionescu-Bujor, Mihaela