muselet¶
-
mpdaf.sdetect.
muselet
(file_cube, file_expmap=None, step=1, delta=20, fw=(0.26, 0.7, 1.0, 0.7, 0.26), sex_config=None, sex_config_nb=None, radius=4.0, ima_size=21, nlines_max=25, clean=0.5, skyclean=((5573.5, 5578.8), (6297.0, 6300.5)), write_nbcube=True, cleanup=False, workdir=None, n_cpu=1)[source]¶ MUSELET (for MUSE Line Emission Tracker) is a simple SExtractor-based python tool to detect emission lines in a datacube. It has been developed by Johan Richard (johan.richard@univ-lyon1.fr)
- Two catalogs will be created:
- (lines) detected line emission peak sources, before merging
- (obejcts) detected sources, merging lines that are spatially close to one another
These catalogs, and corresponding source files, are written directly to the current directory or if the workdir keyword is given, they will be written there.
Parameters: - file_cube :
pathlib.Path
orstr
filename of the MUSE datacube.
- file_expmap :
str
Name of the associated exposure map cube (to be used as a weight map for SExtractor)
- step :
int
in
{1,2,3} Starting step for MUSELET to run:
- produces the narrow-band images
- runs SExtractor
- merges catalogs and measure redshifts
- delta :
int
Size of the two median continuum estimates to be taken on each side of the narrow-band image (in MUSE wavelength planes). Default is 20 planes, or 25 Angstroms.
- fw :
list
of 5floats
Define the weights on the 5 central wavelength planes when estimated the line-profile-weighted flux in the narrow-band images.
- sex_config :
dict
optional SExtractor comandline options for broad-band detection e.g. {‘detect_minarea’: 8, ‘detect_thresh’: 1.3}
- sex_config_nb :
dict
optional SExtractor comandline options for narrow-band detection e.g. {‘detect_minarea’: 8, ‘detect_thresh’: 1.3}
- radius :
float
Radius in spatial pixels (default=4) within which emission lines are merged spatially into the same object.
- ima_size :
int
Minimum size of the extracted images in pixels.
- nlines_max :
int
Maximum number of lines detected per object.
- clean :
float
Removing sources at a fraction of the the max_weight level.
- skyclean :
array
offloat
tuples
List of wavelength ranges to exclude from the raw detections
- write_nbcube : bool
Flag to produce an output datacube containing all narrow-band images
- cleanup : bool
If True, configuration files and intermediate files used by sextractor are removed.
- workdir :
pathlib.Path
orstr
Working directory, default is the current directory.
- n_cpu :
int
max number of CPU cores to use for parallel execution