Data Assimilation for the Geosciences

From Theory to Application

Nonfiction, Science & Nature, Science, Earth Sciences, Geophysics
Cover of the book Data Assimilation for the Geosciences by Steven J. Fletcher, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Steven J. Fletcher ISBN: 9780128044841
Publisher: Elsevier Science Publication: March 10, 2017
Imprint: Elsevier Language: English
Author: Steven J. Fletcher
ISBN: 9780128044841
Publisher: Elsevier Science
Publication: March 10, 2017
Imprint: Elsevier
Language: English

Data Assimilation for the Geosciences: From Theory to Application brings together all of the mathematical,statistical, and probability background knowledge needed to formulate data assimilation systems in one place. It includes practical exercises for understanding theoretical formulation and presents some aspects of coding the theory with a toy problem.

The book also demonstrates how data assimilation systems are implemented in larger scale fluid dynamical problems related to the atmosphere, oceans, as well as the land surface and other geophysical situations. It offers a comprehensive presentation of the subject, from basic principles to advanced methods, such as Particle Filters and Markov-Chain Monte-Carlo methods. Additionally, Data Assimilation for the Geosciences: From Theory to Application covers the applications of data assimilation techniques in various disciplines of the geosciences, making the book useful to students, teachers, and research scientists.

  • Includes practical exercises, enabling readers to apply concepts in a theoretical formulation
  • Offers explanations for how to code certain parts of the theory
  • Presents a step-by-step guide on how, and why, data assimilation works and can be used
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Data Assimilation for the Geosciences: From Theory to Application brings together all of the mathematical,statistical, and probability background knowledge needed to formulate data assimilation systems in one place. It includes practical exercises for understanding theoretical formulation and presents some aspects of coding the theory with a toy problem.

The book also demonstrates how data assimilation systems are implemented in larger scale fluid dynamical problems related to the atmosphere, oceans, as well as the land surface and other geophysical situations. It offers a comprehensive presentation of the subject, from basic principles to advanced methods, such as Particle Filters and Markov-Chain Monte-Carlo methods. Additionally, Data Assimilation for the Geosciences: From Theory to Application covers the applications of data assimilation techniques in various disciplines of the geosciences, making the book useful to students, teachers, and research scientists.

More books from Elsevier Science

Cover of the book Genetics, Structure and Function of Blood Cells by Steven J. Fletcher
Cover of the book Neural Networks in Bioprocessing and Chemical Engineering by Steven J. Fletcher
Cover of the book Community-Based Psychological First Aid by Steven J. Fletcher
Cover of the book New Concepts in the Management of Septic Perianal Conditions by Steven J. Fletcher
Cover of the book Advances in Agronomy by Steven J. Fletcher
Cover of the book Advanced Mechanics of Composite Materials and Structural Elements by Steven J. Fletcher
Cover of the book Research in Accounting Regulation by Steven J. Fletcher
Cover of the book Transforming Research Libraries for the Global Knowledge Society by Steven J. Fletcher
Cover of the book Neuroendocrinology by Steven J. Fletcher
Cover of the book Ecological Networks in an Agricultural World by Steven J. Fletcher
Cover of the book The Release of Catecholamines from Adrenergic Neurons by Steven J. Fletcher
Cover of the book Management of Periprosthetic Joint Infections (PJIs) by Steven J. Fletcher
Cover of the book Sustainable Mass Transit by Steven J. Fletcher
Cover of the book Neuropharmacology by Steven J. Fletcher
Cover of the book SysML in Action with Cameo Systems Modeler by Steven J. Fletcher
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy