Data Assimilation Fundamentals: A Unified Formulation of the State and Parameter Estimation Problem by Geir Evensen
English | PDF,EPUB | 2022 | 251 Pages | ISBN : 3030967085 | 55.7 MB
This textbook's significant contribution is the unified derivation of data-assimilation techniques from a common fundamental and optimal starting point, namely Bayes' theorem. Unique for this book is the "top-down" derivation of the assimilation methods. It starts from Bayes theorem and gradually introduces the assumptions and approximations needed to arrive at today's popular data-assimilation methods.