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000728300 020__ $$a9783319183473$$qelectronic book
000728300 020__ $$a3319183478$$qelectronic book
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000728300 049__ $$aISEA
000728300 050_4 $$aQA401
000728300 08204 $$a511.8$$223
000728300 1001_ $$aLeeuwen, Peter Jan van,$$eauthor.
000728300 24510 $$aNonlinear data assimilation$$h[electronic resource] /$$cPeter Jan van Leeuwen, Yuan Cheng, Sebastian Reich.
000728300 264_1 $$aCham :$$bSpringer,$$c[2015]
000728300 264_4 $$c©2015
000728300 300__ $$a1 online resource :$$bcolor illustrations
000728300 336__ $$atext$$btxt$$2rdacontent
000728300 337__ $$acomputer$$bc$$2rdamedia
000728300 338__ $$aonline resource$$bcr$$2rdacarrier
000728300 4901_ $$aFrontiers in applied dynamical systems. Reviews and tutorials ;$$v2
000728300 504__ $$aIncludes bibliographical references.
000728300 506__ $$aAccess limited to authorized users.
000728300 520__ $$aThis book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters. The first contribution by Jan van Leeuwen focuses on the potential of proposal densities. It discusses the issues with present-day particle filters and explorers new ideas for proposal densities to solve them, converging to particle filters that work well in systems of any dimension, closing the contribution with a high-dimensional example. The second contribution by Cheng and Reich discusses a unified framework for ensemble-transform particle filters. This allows one to bridge successful ensemble Kalman filters with fully nonlinear particle filters, and allows a proper introduction of localization in particle filters, which has been lacking up to now.
000728300 588__ $$aOnline resource; title from PDF title page (viewed July 27m 2015).
000728300 650_0 $$aSimulation methods.
000728300 650_0 $$aMathematical models.
000728300 7001_ $$aCheng, Yuan,$$eauthor.
000728300 7001_ $$aReich, Sebastian,$$eauthor.
000728300 830_0 $$aFrontiers in applied dynamical systems.$$pReviews and tutorials ;$$v2.
000728300 852__ $$bebk
000728300 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-18347-3$$zOnline Access$$91397441.1
000728300 909CO $$ooai:library.usi.edu:728300$$pGLOBAL_SET
000728300 980__ $$aEBOOK
000728300 980__ $$aBIB
000728300 982__ $$aEbook
000728300 983__ $$aOnline
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