Forecast Error Correction using Dynamic Data Assimilation

Nonfiction, Computers, Database Management, General Computing
Cover of the book Forecast Error Correction using Dynamic Data Assimilation by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski ISBN: 9783319399973
Publisher: Springer International Publishing Publication: October 21, 2016
Imprint: Springer Language: English
Author: John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
ISBN: 9783319399973
Publisher: Springer International Publishing
Publication: October 21, 2016
Imprint: Springer
Language: English

This book introduces the reader to a new method of data assimilation with deterministic constraints (exact satisfaction of dynamic constraints)—an optimal assimilation strategy called Forecast Sensitivity Method (FSM), as an alternative to the well-known four-dimensional variational (4D-Var) data assimilation method. 4D-Var works with a forward in time prediction model and a backward in time tangent linear model (TLM). The equivalence of data assimilation via 4D-Var and FSM is proven and problems using low-order dynamics clarify the process of data assimilation by the two methods. The problem of return flow over the Gulf of Mexico that includes upper-air observations and realistic dynamical constraints gives the reader a good idea of how the FSM can be implemented in a real-world situation.        

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book introduces the reader to a new method of data assimilation with deterministic constraints (exact satisfaction of dynamic constraints)—an optimal assimilation strategy called Forecast Sensitivity Method (FSM), as an alternative to the well-known four-dimensional variational (4D-Var) data assimilation method. 4D-Var works with a forward in time prediction model and a backward in time tangent linear model (TLM). The equivalence of data assimilation via 4D-Var and FSM is proven and problems using low-order dynamics clarify the process of data assimilation by the two methods. The problem of return flow over the Gulf of Mexico that includes upper-air observations and realistic dynamical constraints gives the reader a good idea of how the FSM can be implemented in a real-world situation.        

More books from Springer International Publishing

Cover of the book Citizenship in Transnational Perspective by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Mathematical Models and Methods for Living Systems by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Telling Environmental Histories by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Design for Teaching and Learning in a Networked World by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Japanese Horror and the Transnational Cinema of Sensations by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Robust Speaker Recognition in Noisy Environments by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Exploring Emotions, Aesthetics and Wellbeing in Science Education Research by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book MultiMedia Modeling by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book New Directions in Third Wave Human-Computer Interaction: Volume 1 - Technologies by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Labour Standards in International Economic Law by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Modeling and Optimization in Space Engineering by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Postharvest Quality Assurance of Fruits by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Language Investment and Employability by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Annual Update in Intensive Care and Emergency Medicine 2018 by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book The Politics of the Sacred in America by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
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