.. _PHZBiasCorrectionModel:

Bias Correction Model Product
==============================


Data Product Name
__________________
.. DataProductNameStart

DpdBiasCorrectionModel

.. DataProductNameEnd

Data Product Custodian
_______________________
.. DataProductCustodianStart



.. DataProductCustodianEnd

Name of the Schema File
________________________
.. NameSchemaStart

.. raw:: html 

    <a href="https://gitlab.euclid-sgs.uk/ST-DM/ST_DataModel/-/blob/9.2.0/ST_DM_Schema/auxdir/ST_DM_Schema/dpd/phz/euc-phz-BiasCorrectionModel.xsd" target="_blank">euc-phz-BiasCorrectionModel.xsd</a>

.. NameSchemaEnd

Data Product Elements
______________________
.. DataProductElementsStart

:Header: object of type sys:genericHeader
:Data: object of type dss:dataContainer
:QualityFlags: object of type dqc:sqfPlaceHolder
:Parameters: object of type ppr:genericKeyValueParameters

.. DataProductElementsEnd

Schema documentation tag
_________________________
.. SchemaDocTagStart

:emphasis:`Documentation for data product element dpdBiasCorrectionModel:`

Represents the self organized map (SOM) used by the bias correction component,
to group the observed sources in cells. This file is produced in the PHZ
Callibration pipeline using the PHZ_SOMBiasCorrection module and it follows an
internal format.

:emphasis:`Documentation for data product element Header:`

The generic header of the product.

.. SchemaDocTagEnd

Detailed Description of the Data Product
_________________________________________
.. DetailedDescStart

This product is a binary file containing the Self Organized Map (SOM) to be used
by the PHZ PF for grouping the Euclid objects for the bias correction. The
format of the file is the one defined by the *Alexandria SOM*
component of the PHZ PF.

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

* This data product is produced by the PHZ Callibration pipeline. It is used as
input of the *Bias Correction* component of the PHZ PF.

.. PECreatorEnd

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

* This product is used as input of the PHZ PF.

.. PFUsingEnd

.. DetailedDescEnd