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Fluorescence modeling and MCMC fitting for cometary spectra.

Project description

CometSpec

Fluorescence modeling and MCMC fitting for cometary spectra.

A usage example is provided in WorkFlow_Example/ as a Jupyter notebook called WorkFlow.ipynb, and Test_getting_started.ipynb are the cells on the documentation.

For citation information, see the Citation page in the documentation.

Data DOI: 10.5281/zenodo.19801569


Install

pip install cometspec

Or install from source:

git clone https://github.com/baltasarluco/CometSpec.git
cd CometSpec
pip install .

Roadmap

CometSpec is under active development. Planned additions include:

  • Dust and solar continuum — model the underlying continuum alongside emission lines
  • More molecules — extend beyond CN, C₂, Fe to other cometary species and polishing of existing line lists.
  • Non-equilibrium and non-LTE models — go beyond fluorescence equilibrium to model more complex excitation conditions
  • Nested sampling — add nested sampling as an alternative or complement to MCMC for posterior estimation

If you are interested in collaborating, feel free to reach out at baltasarluco@uc.cl.


Contact

For questions, suggestions, or bug reports, open an issue on GitHub or contact baltasarluco@uc.cl.

Version 0.1.1 what's new:

  • We add the possibility to include the $\rm X^2 \Sigma^+$ rovibrational transitions of CN.
  • We improve the mcmc plotting, which was previously hidding some labels for some corner cases.
  • We changed two parameter names:
    • logQ is now f_col. In order to avoid confusion between collisions and production rates.
    • q is now logQ to clarify that the production rate is in log scale.
    • In relation top both changes, any _err, _iso or other parameter directly related to the oldlogQ or q has been renamed accordingly.

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