Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV)

This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface.It spans both theoretical and applicative aspects with various methodologies such asvariational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered includingadaptive observations, sensitivity analysis, parameter estimationand AI applications.The bookisuseful to individual researchers as well as graduate students for a reference in the field of data assimilation.