Title
Wavelet Ensemble Kalman Filters
Abstract
We present a new type of the EnKF for data assimilation in spatial models that uses diagonal approximation of the state covariance in the wavelet space to achieve adaptive localization. The efficiency of the new method is demonstrated on an example.
Year
DOI
Venue
2011
10.1109/IDAACS.2011.6072819
IDAACS (2)
Keywords
Field
DocType
fft,coiflet,wavelet transform,orthogonal wavelets,diagonal approximation,enkf,- data assimilation,kalman filters,ensemble kalman filter,wavelet transforms,data assimilation,dynamic system,covariance matrix,data analysis,vectors
Diagonal,Topology,Mathematical optimization,Algorithm,Kalman filter,Data assimilation,Ensemble Kalman filter,Wavelet packet decomposition,Mathematics,Wavelet,Covariance
Conference
Volume
Citations 
PageRank 
2
0
0.34
References 
Authors
2
3
Name
Order
Citations
PageRank
Jonathan D. Beezley110114.55
Jan Mandel200.34
Loren Cobb330.98