.. _combclWlMassEst:

Output Weak lensing mass estimates
===================================

Metadata
______________________

+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Data product name                              | DpdLE3clCombWLME                                                                             |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Data product custodian                         | CLCOMB                                                                                       |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Name of the Schema file                        | .. raw:: html                                                                                |
|                                                |                                                                                              |
|                                                | `euc-le3-cl-comb-WLME.xsd <https://gitlab.euclid-sgs.uk/ST-DM/ST_DataModel/-/blob/10.1.2/ST_ |
|                                                | DM_Schema/auxdir/ST_DM_Schema/dpd/le3/cl/euc-le3-cl-comb-WLME.xsd>`_                         |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Last Edited for DPDD Version                   | 1.1                                                                                          |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Processing Element(s) creating/using the data  | **Creators:**                                                                                |
| product                                        |                                                                                              |
|                                                | * COMB-CL                                                                                    |
|                                                |                                                                                              |
|                                                | **Consumers:**                                                                               |
|                                                |                                                                                              |
|                                                | * COMB-CL                                                                                    |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Processing function using the data product     | * OU-LE3 COMB-CL                                                                             |
|                                                | * CG-SWG                                                                                     |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Proposed for inclusion in EAS/SAS              | This product is proposed for inclusion in the SAS: Yes                                       |
|                                                |                                                                                              |
|                                                | This is an output product that should be used directly by the CG-SWG.                        |
+------------------------------------------------+----------------------------------------------------------------------------------------------+

Data Product Elements
______________________
+--------------+----------------------------------------------+
| Header       | object of type sys:genericHeader             |
+--------------+----------------------------------------------+
| Data         | object of type cl:combWLME                   |
+--------------+----------------------------------------------+
| QualityFlags | object of type dqc:sqfPlaceHolder            |
+--------------+----------------------------------------------+
| Parameters   | object of type ppr:genericKeyValueParameters |
+--------------+----------------------------------------------+

Detailed Description of the Data Product
_________________________________________
.. DetailedDescStart

Masses are estimated by fitting the reduced excess surface density between 0.3 and 3 Mpc / h in the reference cosmological model with a truncated NFW profile (truncation radius equals to three times r200). The fitting parameters are logM200 = log10(M_200 / 10^14 / M_sun) and logc200 = log10(c_200), where the reference overdensity is 200 times the critical density. Priors are uniform in log-space, with -1 < logM200 < 2 and with 0 < logc200 < 1.

**Weak lensing mass estimates Catalogue**

This output product contains weak lensing mass estimates.

.. table::
   :width: 100%

   +---------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
   |                                                                       **Catalog**: 29 columns table                                                                       |
   +====================+==============================================================================================================================+==========+============+
   |      **Name**      |                                                       **Description**                                                        | **Unit** | **Format** |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |      LENS_ID       |                                                      Object identifier                                                       |    NA    |  FITS *K*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |       Z_LENS       |                                                        Lens redshift                                                         |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |     CHI_SQ_RED     |                                                     Recuded chi squared                                                      |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |     DSIG_T_SNR     |                                   signal-to-noise ratio of the reduced differential shear                                    |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |   N_SOURCES_TOT    |                                                   Total number of sources                                                    |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | SOURCE_DENSITY_RAW |                               Raw number density of sources, in units of galaxies per armin^2                                |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | SOURCE_DENSITY_EFF |                            Effective number density of sources, in units of galaxies per armin^2                             |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |     GINI_COEFF     |                                                Gini coefficient in quadrants                                                 |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |      TAU_MCMC      |                                                  MCMC auto-correlation time                                                  |    NA    | FITS *2D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |        FLAG        |                                                   Flag for critical cases                                                    |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |      N_CHAIN       |                                                      Length of the MCMC                                                      |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |   LOGM200C_MEAN    |                         Mean of the marginalised posterior of logM200 = log10(M_200 / 10^14 / M_sun)                         |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGM200C_STD    |                                 Standard deviation of the marginalised posterior of logM200                                  |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |   LOGC200C_MEAN    |                                 Mean of the marginalised posterior of logc200 = log10(c_200)                                 |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGC200C_STD    |                          Standard deviation of the marginalised posterior of logc200 = log10(c_200)                          |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGM200C_CBI    |                                 Bi-weight location of the marginalised posterior of logM200                                  |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGM200C_SBI    |                                   Bi-weight scale of the marginalised posterior of logM200                                   |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGC200C_CBI    |                                 Bi-weight location of the marginalised posterior of logc200                                  |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGC200C_SBI    |                                   Bi-weight scale of the marginalised posterior of logc200                                   |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |   LOGM200C_BEST    |                                             Maximum likelihood value of logM200                                              |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |   LOGC200C_BEST    |                                             Maximum likelihood value of logc200                                              |    NA    |  FITS *D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | LOGM200C_QUANTILES |                                      Quantiles of the marginalised posterior of logM200                                      |    NA    | FITS *7D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | LOGC200C_QUANTILES |                                      Quantiles of the marginalised posterior of logc200                                      |    NA    | FITS *7D*  |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGM200C_PDF    |                            Probability density function of the marginalised posterior of logM200                             |    NA    | FITS *30D* |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   |    LOGC200C_PDF    |                            Probability density function of the marginalised posterior of logc200                             |    NA    | FITS *20D* |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | LOGM200C_PDF_LOWER | Two-sided lower limit (confidence level of 68%) of the probability density function of the marginalised posterior of logM200 |    NA    | FITS *30D* |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | LOGC200C_PDF_LOWER | Two-sided lower limit (confidence level of 68%) of the probability density function of the marginalised posterior of logc200 |    NA    | FITS *20D* |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | LOGM200C_PDF_UPPER | Two-sided upper limit (confidence level of 68%) of the probability density function of the marginalised posterior of logM200 |    NA    | FITS *30D* |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+
   | LOGC200C_PDF_UPPER | Two-sided upper limit (confidence level of 68%) of the probability density function of the marginalised posterior of logc200 |    NA    | FITS *20D* |
   +--------------------+------------------------------------------------------------------------------------------------------------------------------+----------+------------+


.. DetailedDescEnd