Nonlinear Data Assimilation PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Nonlinear Data Assimilation PDF full book. Access full book title Nonlinear Data Assimilation by Peter Jan Van Leeuwen. Download full books in PDF and EPUB format.

Nonlinear Data Assimilation

Nonlinear Data Assimilation PDF Author: Peter Jan Van Leeuwen
Publisher: Springer
ISBN: 3319183478
Category : Mathematics
Languages : en
Pages : 130

Get Book Here

Book Description
This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters. The first contribution by Jan van Leeuwen focuses on the potential of proposal densities. It discusses the issues with present-day particle filters and explorers new ideas for proposal densities to solve them, converging to particle filters that work well in systems of any dimension, closing the contribution with a high-dimensional example. The second contribution by Cheng and Reich discusses a unified framework for ensemble-transform particle filters. This allows one to bridge successful ensemble Kalman filters with fully nonlinear particle filters, and allows a proper introduction of localization in particle filters, which has been lacking up to now.