Data Assimilation for the Geosciences: From Theory to Applications (2nd Edition)
Year: 2022
Type of Publication: Data Assimilation for the Geosciences: From Theory to Applications (2nd Edition)
This is the second edition of the highly successful textbook on the theory and how to apply data assimilation algorithms for all different geophysical problems. This edition has been updated to include data assimilation with machine learning, as well as new distributions, and more up to date details of particle filters, MCMC methods, along with a new chapter on Lagrangian data assimilation.