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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Park, Seon Ki (Επιμελητής έκδοσης), Xu, Liang (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Θέματα: Environment.; Oceanography.; Atmospheric sciences.; Computer simulation.; Calculus of variations.; Environmental sciences.; Math. Appl. in Environmental Science.; Calculus of Variations and Optimal Control; Optimization.; Simulation and Modeling.; Atmospheric Sciences.
• Φυσική περιγραφή: XXXVI, 553 p. 216 illus., 155 illus. in color. online resource.
• ISBN: 9783319434155

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 as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.