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Local Ensemble Transform Kalman Filter with Cross Validation

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AbstractMany ensemble data assimilation (DA) approaches suffer from the so-called “inbreeding” problem. As a consequence, there is an excessive reduction in ensemble spread by the DA procedure, cau... Click to show full abstract

AbstractMany ensemble data assimilation (DA) approaches suffer from the so-called “inbreeding” problem. As a consequence, there is an excessive reduction in ensemble spread by the DA procedure, cau...

Keywords: local ensemble; transform kalman; cross validation; kalman filter; ensemble transform; filter cross

Journal Title: Monthly Weather Review
Year Published: 2020

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