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Atmospheric Satellite Observations
Xiaolei Zou
其他書名
Variation Assimilation and Quality Assurance
出版Academic Press, 2020-03-05
主題Science / Earth Sciences / Meteorology & Climatology
ISBN01282095349780128209530
URLhttp://books.google.com.hk/books?id=VLHUDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋Atmospheric Satellite Observations: Variation Assimilation and Quality Assurance provides an invaluable reference for satellite data assimilation. Topics covered include linear algebra, frequently used statistical methods, the interpolation role of function fitting, filtering when dealing with real observations, minimization in data assimilation systems, 3D-Var and the inverse problem it solves, 4D-Var and adjoint techniques, and much more. The book concludes with satellite observation of hurricanes. - Contains mathematical concepts from several branches of study, including calculus, linear algebra, probability theory, functional analysis, and minimization - Illustrates quality assurance for satellite observations using real data examples - Includes a dedicated chapter on how different satellite instruments see hurricanes - Reviews theory, system development, and the numerical experiments of three- and four-dimensional variational data assimilation (3D-Var/4D-Var)