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added documentation highlighting flexibility in source density binning
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cmurray-astro committed Dec 10, 2020
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13 changes: 10 additions & 3 deletions docs/workflow.rst
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Expand Up @@ -164,8 +164,12 @@ How the sources are placed in the image is determined by the ast_source_density_
variable in `beast_settings.txt`

1. ast_source_density_table is set to `filebase_sourceden_map.hd5`:
For each source density or background bin, randomly place the SEDs
within pixels of that bin. Repeat for each of the bins.
The source density or background image is split into bins, and for each bin,
all selected SEDs are randomly replicated within pixels of that bin. These bins
are determined by the beast_settings parameters, and can have linear (default)
or log spacing, where the user can determine the number or width of the bins
(set using sd_binmode, sd_binwidth and sd_Nbins in beast_settings). This same
binning scheme is used later to split the catalogs (next step).

2. ast_source_density_table = None:
Randomly choose a star from the photometry catalog, and place the
Expand Down Expand Up @@ -211,7 +215,10 @@ that don't have full imaging coverage, and to create ds9 region files:
The observed catalog should be split into separate files for each source
density. In addition, each source density catalog can be split into a set of
density bin. These bins are determined by the beast_settings parameters,
and can have linear (default) or log spacing, where the user can determine
the number or width of the bins (set using sd_binmode, sd_binwidth and sd_Nbins
in beast_settings). In addition, each source density catalog can be split into a set of
sub-files to have at most 'n_per_file' sources (or, if there are very few stars
in a source density bin, at least 'min_n_subfile' sub-files). The sources are
sorted by the 'sort_col' flux before splitting to put sources with similar
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