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Abhishek Chatterjee, Anna M. Michalak, Jeffrey L. Anderson, Kim L. Mueller and Vineet Yadav Toward reliable ensemble Kalman filter estimates of CO2 fluxes Journal of Geophysical Research: Atmospheres (1984–2012) 117

Version of Record online: 28 NOV 2012 | DOI: 10.1029/2012JD018176

Key Points

  • Geostatistical ensemble square root filter is proposed for fine-scale inversions
  • Filter performance is sensitive to both ensemble size and observational density
  • Adaptive covariance inflation and localization improve estimates at most scales

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