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"WOMBAT v1.0: A fully Bayesian global flux-inversion framework" by Andrew Zammit-Mangion, Michael Bertolacci et al.

WOMBAT (the WOllongong Methodology for Bayesian Assimilation of Trace-gases) is a fully Bayesian hierarchical statistical framework for flux inversion of trace gases from flask, in situ, and remotely sensed data. WOMBAT extends the conventional Bayesian synthesis framework through the consideration of a correlated error term, the capacity for online bias correction, and the provision of uncertainty quantification on all unknowns that appear in the Bayesian statistical model. We show, in an obser...
Column Carbon Observing Network Bayesian Assimilation Orbiting Carbon Model Intercomparison Project Total Column Carbon Observing Network
Source: uow.edu.au

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