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Title: A Multiresolution Ensemble Kalman Filter using Wavelet Decomposition

Authors:
ORCiD logo;
Publication Date:
Research Org.:
Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
Sponsoring Org.:
National Aeronautic and Space Administration (NASA)
OSTI Identifier:
1495137
Report Number(s):
LA-UR-15-28385
Journal ID: ISSN 1420-0597
DOE Contract Number:  
89233218CNA000001
Resource Type:
Journal Article
Journal Name:
Computational Geosciences
Additional Journal Information:
Journal Volume: 21; Journal Issue: 3; Journal ID: ISSN 1420-0597
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
Mathematics

Citation Formats

Hickmann, Kyle S., and Godinez, Humberto C. A Multiresolution Ensemble Kalman Filter using Wavelet Decomposition. United States: N. p., 2017. Web. doi:10.1007/s10596-017-9622-7.
Hickmann, Kyle S., & Godinez, Humberto C. A Multiresolution Ensemble Kalman Filter using Wavelet Decomposition. United States. doi:10.1007/s10596-017-9622-7.
Hickmann, Kyle S., and Godinez, Humberto C. Fri . "A Multiresolution Ensemble Kalman Filter using Wavelet Decomposition". United States. doi:10.1007/s10596-017-9622-7.
@article{osti_1495137,
title = {A Multiresolution Ensemble Kalman Filter using Wavelet Decomposition},
author = {Hickmann, Kyle S. and Godinez, Humberto C.},
abstractNote = {},
doi = {10.1007/s10596-017-9622-7},
journal = {Computational Geosciences},
issn = {1420-0597},
number = 3,
volume = 21,
place = {United States},
year = {2017},
month = {2}
}

Works referenced in this record:

Multiresolution stochastic models, data fusion, and wavelet transforms
journal, December 1993


Evaluating Methods to Account for System Errors in Ensemble Data Assimilation
journal, September 2012


Simultaneous estimation of covariance inflation and observation errors within an ensemble Kalman filter
journal, January 2009

  • Li, Hong; Kalnay, Eugenia; Miyoshi, Takemasa
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 639
  • DOI: 10.1002/qj.371

Data Assimilation Using an Ensemble Kalman Filter Technique
journal, March 1998


On Irregular Wavy Flow of a Liquid Film Down a Vertical Plane
journal, June 1980

  • Sivashinsky, G. I.; Michelson, D. M.
  • Progress of Theoretical Physics, Vol. 63, Issue 6
  • DOI: 10.1143/PTP.63.2112

A theory for multiresolution signal decomposition: the wavelet representation
journal, July 1989

  • Mallat, S. G.
  • IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 11, Issue 7
  • DOI: 10.1109/34.192463

Actuator and controller scheduling in nonlinear transport-reaction processes
journal, July 2008

  • El-Farra, N. H.; Demetriou, M. A.; Christofides, P. D.
  • Chemical Engineering Science, Vol. 63, Issue 13
  • DOI: 10.1016/j.ces.2008.04.016

An adaptive covariance relaxation method for ensemble data assimilation: Adaptive Covariance Relaxation for Ensemble Data Assimilation
journal, August 2015

  • Ying, Yue; Zhang, Fuqing
  • Quarterly Journal of the Royal Meteorological Society, Vol. 141, Issue 692
  • DOI: 10.1002/qj.2576

Evaluation of a Spatial/Spectral Covariance Localization Approach for Atmospheric Data Assimilation
journal, February 2012


Covariance Inflation in the Ensemble Kalman Filter: A Residual Nudging Perspective and Some Implications
journal, October 2013


Nonlinear saturation of Rayleigh–Taylor instability in thin films
journal, January 1983


Adapting to Unknown Smoothness via Wavelet Shrinkage
journal, December 1995


Interpretation of Rank Histograms for Verifying Ensemble Forecasts
journal, March 2001


Multiscale Statistical Properties of a High-Resolution Precipitation Forecast
journal, August 2001


Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter
journal, June 2007

  • Hunt, Brian R.; Kostelich, Eric J.; Szunyogh, Istvan
  • Physica D: Nonlinear Phenomena, Vol. 230, Issue 1-2
  • DOI: 10.1016/j.physd.2006.11.008

A sensitivity decomposition for the regularized solution of inverse heat conduction problems by wavelets
journal, December 1995


Fourth-Order Time-Stepping for Stiff PDEs
journal, January 2005

  • Kassam, Aly-Khan; Trefethen, Lloyd N.
  • SIAM Journal on Scientific Computing, Vol. 26, Issue 4
  • DOI: 10.1137/S1064827502410633

A Double-Ring Algorithm for Modeling Solar Active Regions: Unifying Kinematic Dynamo Models and Surface Flux-Transport Simulations
journal, August 2010

  • Muñoz-Jaramillo, Andrés; Nandy, Dibyendu; Martens, Petrus C. H.
  • The Astrophysical Journal, Vol. 720, Issue 1
  • DOI: 10.1088/2041-8205/720/1/L20

Wavelet representations of stochastic processes and multiresolution stochastic models
journal, July 1994

  • Dijkerman, R. W.; Mazumdar, R. R.
  • IEEE Transactions on Signal Processing, Vol. 42, Issue 7
  • DOI: 10.1109/78.298272

Ensemble Data Assimilation without Perturbed Observations
journal, July 2002


Robust Ensemble Filtering and Its Relation to Covariance Inflation in the Ensemble Kalman Filter
journal, December 2011


A Comparison of Breeding and Ensemble Transform Kalman Filter Ensemble Forecast Schemes
journal, May 2003


Model predictive control of Kuramoto–Sivashinsky equation with state and input constraints
journal, August 2010


Ensemble Square Root Filters*
journal, July 2003


Data Assimilation in the ADAPT Photospheric Flux Transport Model
journal, March 2015


Nonlinear analysis of hydrodynamic instability in laminar flames—I. Derivation of basic equations
journal, November 1977


An Ensemble Adjustment Kalman Filter for Data Assimilation
journal, December 2001


A Wavelet Approach to Representing Background Error Covariances in a Limited-Area Model
journal, May 2005

  • Deckmyn, Alex; Berre, Loïk
  • Monthly Weather Review, Vol. 133, Issue 5
  • DOI: 10.1175/MWR2929.1

Persistent Propagation of Concentration Waves in Dissipative Media Far from Thermal Equilibrium
journal, February 1976

  • Kuramoto, Y.; Tsuzuki, T.
  • Progress of Theoretical Physics, Vol. 55, Issue 2
  • DOI: 10.1143/PTP.55.356

The analysis of an ill-posed problem using multi-scale resolution and second-order adjoint techniques
journal, January 2001

  • Alekseev, A. K.; Michael Navon, I.
  • Computer Methods in Applied Mechanics and Engineering, Vol. 190, Issue 15-17
  • DOI: 10.1016/S0045-7825(00)00299-1