Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV)
2022 ed.
Book Details
Format
Paperback / Softback
ISBN-10
3030777243
ISBN-13
9783030777241
Edition
2022 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 11th, 2022
Print length
705 Pages
Product Classification:
OptimizationApplied mathematicsOceanography (seas)The environmentComputer modelling & simulation
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This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. Besides data assimilation, other important topics are also covered including adaptive observations, sensitivity analysis, parameter estimation and AI applications.
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 adaptive observations, sensitivity analysis, parameter estimation and AI applications. The book is useful to individual researchers as well as graduate students for a reference in the field of data assimilation.
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