Geostatistics and sequential data assimilation

TitleGeostatistics and sequential data assimilation
Publication TypeBook Chapter
Year of Publication2005
AuthorsBertino, L, Wackernagel, H
Refereed DesignationUnknown
EditorLeuangthong, O, Deutsch, CV
Book TitleGeostatistics Banff 2004
Series/Publication TitleQuantitative Geology and Geostatistics
Number of Pages893-898
PublisherSpringer Netherlands
ISBN Number978-1-4020-3515-9

We review possibilities of introducing geostatistical concepts into the sequential assimilation of data into numerical models. The reduced rank square root filter and the ensemble Kalman filter are presented from this perspective. Con- tributions of geostatistics are discussed showing that sequential data assimilation is a promising area for the application of geostatistical techniques.

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