.. include:: ../../clsubstitutions.txt
.. _profclProfiles:

Radial Profile Output Product
-----------------------------

Data product name
=================
.. DataProductNameStart

profclProfiles

.. DataProductNameEnd

Data product custodian
======================
.. DataProductCustodianStart

PROF-CL

.. DataProductCustodianEnd

Data model tag
==============
.. DataModelTagStart

|ML2A2BF|

.. DataModelTagEnd

Name of the Schema file
=======================
.. NameSchemaStart

|ML2A2BF|

.. NameSchemaEnd

Schema documentation tag
========================
.. SchemaDocTagStart

|ML2A2BF|

.. SchemaDocTagEnd

Data product elements
=====================
.. DataProductElementsStart

|ML2A2BF|

.. DataProductElementsEnd

Processing Element(s) creating/using the data product
=====================================================
.. PECreatorStart

PROF-CL

.. PECreatorEnd

Processing function using the data product
==========================================
.. PFUsingStart

SGS pipeline output product to be used by SWGs

.. PFUsingEnd

Detailed description of the data product
========================================
.. DetailedDescStart

(TBC): This data product contains the list of the radial profiles for each cluster of the input catalogue of detected clusters. This is the main data product of the PROF-CL PF.

Keywords
+++++++++++++

This fits file is expected to contain the following keywords in the primary HDU,
characterizing the important parameters of the product:

#. **VERSION**: software version
#. **GALAXY_FILE**: galaxy file name
#. **METHOD**: method (TNC for Truncated Newtonian Conjugate MLE, DE
   for Differential Evolution MLE, MED for median separation)
#. **TOLERANCE**: relative tolerance for minimization method
#. **RECENTER_FLAG**: 1 to recenter, else 0
#. **ELLIPTICITY_FLAG**: 1 for elliptical fit, else 0
#. **RESCALE_FLAG**: 1 for parameter-rescaling to relative tolerance in
   minimization, else 0
#. **BACKGROUND_FLAG**: 1 for uniform background added in fit, else 0 
#. **N_POINTS**: > 0 for number of points for Monte-Carlo integration, <0 for
   -log_10(relative tolerance in quadratures)
#. **MODEL**: number density model (NFW, cNFW)
#. **GALAXY_COLOR**: galaxy color class (all, red, blue) *TBD*
#. **GALAXY_COLOR_FLAG**: [how to split galaxies between red and blue: easy
   at z=0, but not at high z] *TBD*
#. **DEBLENDING_NUMBER_SUBS**: number of (sub)clusters (including main
   component) *TBD*
#. **CENTER_INIT_METHOD**: method to initialize center (0 for DET-CL center,
   1 for median center) *TBD*
#. **(TBC)**: *TBD*

  
Table
+++++++++++++

The profclProfiles table is expected to contain the following columns, for each detected cluster:
   
#. **RA_CEN_BESTFIT**: best fit right ascension of cluster center (degrees)
#. **DEC_CEN_BESTFIT**: best fit declination of cluster center (degrees)
#. **LOG_SCALE_RADIUS_BESTFIT**: best fit radius of slope -2 of NFW or cNFW
   density profile (r_s for NFW, 2 r_s for cNFW, degrees)
#. **ELLIPTICITY_BESTFIT**: best fit ellipticity (0 for circular)
#. **PA_BESTFIT**: best fit position angle (degrees, East from North)
#. **LOG_BACKGROUND_BESTFIT**: best fit galaxy background surface density (degrees^-2)
#. **NOFA_BESTFIT**: normalization of surface number density (degrees^-2)
#. **MINUS_LOG_LIKELIHOOD**: opposite of log maximum likelihood
#. **DEBLENDING_ORDER**: rank of (sub)cluster *TBD*
#. **BIC**: Bayesian Information criterion
#. **FIT_NFEV**: number of function evaluations
#. **RA_CEN_GUESS**: first guess of right ascension of cluster center (degrees, from DET-CL center or from median RA)
#. **DEC_CEN_GUESS**: predicted right ascension of cluster center (degrees, from DET-CL center or from median Dec)
#. **LOG_SCALE_RADIUS_GUESS**: *TBD*
#. **ELLIPTICITY_GUESS**: first guess of cluster ellipticity from 2nd order moments  (weighted by memebrship probabilities, 0 for circular)
#. **PA_GUESS**: first guess of cluster position angle from 2nd order moments  (weighted by memebrship probabilities, degrees East from North)
#. **LOG_BACKGROUND_GUESS**: first guess of log_10 background surface density  (degree^-2, taken as log(N_galaxies/area - 3)
#. **(TBC)**: *TBD*