species provides a coherent framework for spectral and photometric analysis of directly imaged planets and brown dwarfs. This page contains a short overview of the various data that are supported and some of the tools and features that are provided.
The toolkit benefits from publicly available data resources such as photometric and spectral libraries, atmospheric model spectra, evolutionary tracks, and photometry of directly imaged, low-mass objects. The relevant data are automatically downloaded and added to the HDF5 database, which acts as the central data storage for a workflow. All data are stored in a fixed format such that the analysis and plotting tools can easily access and process the data.
The following data and models are currently supported:
Atmospheric model spectra
NIR spectra of young M/L dwarfs by Allers & Liu (2013)
NIR spectra of young M/L dwarfs by Bonnefoy et al. (2014)
Photometry from S. Leggett
All isochrones from the Phoenix grids
ISM relation from Cardelli et al. (1989)
Extinction cross sections computed with PyMieScatt
Optical constants compiled by Mollière et al. (2019)
Please give credit to the relevant references when using any of the external data in a publication. More information is available on the respective websites. Support for other datasets can be requested by creating an issue on the Github page.
After adding the relevant data to the database, the user can take advantage of the suite of tools that have been implemented for spectral and photometric analysis. Here is an incomplete list of available features and tools:
Converting between fluxes and magnitudes (see
Calculating synthetic photometry spectra (see
Interpolating and plotting model spectra (see
Grid retrievals with Bayesian inference (see
Comparing a spectrum with a full grid of model spectra (see
Free retrievals with a frontend for petitRADTRANS (see
Creating color-magnitude diagrams (see
Creating color-color diagrams (see
Computing synthetic fluxes from isochrones and model spectra (see
Empirical comparison of spectra to infer the spectral type (see
Analyzing emission lines from accreting planets (see