Documentation of DUBFI

The Dynamic Uncertainty Bayesian Flux Inversion (DUBFI) package implements an estimation of fluxes into the atmosphere based on observations of atmospheric composition and an Eulerian transport model. It provides linear algebra routines for Bayesian inversions and tools for reading and filtering observation data.

To get started, read the scientific introduction to the topic and the user guide overview.

The source code can be found in the DUBFI repository.

User guide

• User guide
  • Overview and installation
  • Quick start
  • Running inversions
  • Data interfaces
  • Inversion configuration

Scientific documentation

• Scientific documentation
  • Introduction
  • Bayesian inversion problem
  • Filtering observations
  • R-matrix and uncertainties
  • Cycling
  • Citing DUBFI
  • Publications using DUBFI

Developer guide

• Developer guide
  • Software Structure
  • Linear Algebra Implementations
  • Contributing

Code documentation

• API Reference
  • Submodules
    • dubfi.__main__
    • dubfi.core
    • dubfi.dataprovider
    • dubfi.inversion
    • dubfi.linalg
    • dubfi.meta
    • dubfi.mpi
    • dubfi.tests
    • dubfi.util
  • Functions
  • Package Contents
    • set_log_file()
    • quit_clean()

Acknowledgements

DUBFI is developed with funding by the German Federal Ministry for Research, Technology and Space (BMFTR) as part of the FONA framework in the ITMS project (grants 01LK2102B and 01LK2501B), see https://www.itms-germany.de/en.