Enhanced Adaptive Inflation Algorithm for Ensemble Filters

Spatially and temporally varying adaptive inflation algorithms have been developed to combat the loss of variance during the forecast due to various model and sampling errors. The adaptive Bayesian scheme of Anderson uses available observations to update the Gaussian inflation distribution assigned...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Monthly weather review 2018-02, Vol.146 (2), p.623-640
1. Verfasser:	El Gharamti, Mohamad
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Adaptive filters Adaptive sampling Algorithms Atmospheric models Bayesian analysis Data assimilation Deflation Frameworks Gaussian distribution Innovation Innovations Kalman filters Methods Normal distribution Probability distribution functions Probability theory Random variables Sampling error Stability State variable Statistical analysis Statistical methods Studies Variance
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!