Large data assimilation problems present a number of challenges, many of which the authors' multiscale estimation framework is capable of addressing. They demonstrate the application of their estimation framework to an oceanographic data assimilation problem of considerable interest: the smoothing of Topex/Poseidon ocean altimetric data. they produce surface estimates and error statistics on a 512/spl times/512 grid in one minute on a Sparc-10. Using a generic surface reconstruction problem they demonstrate alternative uses of the multiscale framework: higher order state models, combining estimates from an ensemble of trees, and overlapping tree models.<>
Multiresolution stochastic imaging of satellite oceanographic altimetric data
Proceedings of 1st International Conference on Image Processing ; 2 ; 1-5 vol.2
01.01.1994
513629 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Multiresolution Stochastic Imaging of Satellite Oceanographic Altimetric Data
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