Cover for Atmospheric Satellite Observations

Atmospheric Satellite Observations

Variation Assimilation and Quality Assurance

Book2020

Authors:

Xiaolei Zou

Atmospheric Satellite Observations

Variation Assimilation and Quality Assurance

Book2020

 

Cover for Atmospheric Satellite Observations

Authors:

Xiaolei Zou

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Atmospheric Satellite Observations: Variation Assimilation and Quality Assurance provides an invaluable reference for satellite data assimilation. Topics covered include linear alg ... read full description

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  2. Book chapterAbstract only

    Chapter 1 - Introduction to data assimilation

    Pages 1-12

  3. Book chapterAbstract only

    Chapter 2 - Linear algebra and statistics

    Pages 13-21

  4. Book chapterAbstract only

    Chapter 3 - Interpolation

    Pages 23-47

  5. Book chapterAbstract only

    Chapter 4 - Filtering

    Pages 49-61

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    Chapter 5 - Minimization

    Pages 63-75

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    Chapter 6 - Adjoint model

    Pages 77-96

  8. Book chapterAbstract only

    Chapter 7 - Microwave temperature sounding observations

    Pages 97-133

  9. Book chapterAbstract only

    Chapter 8 - Three-dimensional variational data assimilation

    Pages 135-161

  10. Book chapterAbstract only

    Chapter 9 - Four-dimensional variational data assimilation

    Pages 163-174

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    Chapter 10 - Global positioning system radio occultation observations

    Pages 175-205

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    Chapter 11 - Geostationary Operational Environmental Satellite imagers

    Pages 207-234

  13. Book chapterAbstract only

    Chapter 12 - Satellite observations for tropical cyclones

    Pages 235-294

  14. Book chapterNo access

    Bibliography

    Pages 295-308

  15. Book chapterNo access

    Index

    Pages 309-313

About the book

Description

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.

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.

Key Features

  • 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)
  • 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)

Details

ISBN

978-0-12-820950-9

Language

English

Published

2020

Copyright

Copyright © 2020 Elsevier Inc. All rights reserved.

Imprint

Academic Press

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Authors

Xiaolei Zou

Earth System Science Interdisciplinary Center (ESSIC), University of Maryland (UMD), MD, United States