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

• 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: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Θέματα: Earth sciences.; Atmospheric sciences.; Artificial intelligence.; K-theory.; Earth Sciences.; Atmospheric Sciences.; Artificial Intelligence (incl. Robotics).; K-Theory.
• Φυσική περιγραφή: XIX, 730 p. 269 illus., 170 illus. in color. online resource.
• ISBN: 9783642350887

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.