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 Cognitive and Affective Aspects in Science Education Research by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Principles and Practice of Anesthesia for Thoracic Surgery by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Self-Determination and Humanitarian Secession in International Law of a Globalized World by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Composting for Sustainable Agriculture by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book The Humanitarian Challenge by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Advances in Ergonomics in Design by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Who’s to Blame for Greece? by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Managing Sustainable Stakeholder Relationships by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book AETA 2017 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Rare Tumors and Tumor-like Conditions in Urological Pathology by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Ronald J. Fisher: A North American Pioneer in Interactive Conflict Resolution by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Holistic Simulation of Geotechnical Installation Processes by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Physics, Nature and Society by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Transnational, European, and National Labour Relations by John M. Lewis, Sivaramakrishnan Lakshmivarahan, Rafal Jabrzemski
Cover of the book Metastability 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