.. _SHEMomentsMLCalibration:

Shear MomentsML Calibration
---------------------------

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

sheMomentsMlCalibration

.. DataProductNameEnd

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

SHE

.. DataProductCustodianEnd

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

8.0

.. DataModelTagEnd

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

ST_DM_Schema/dictionary/pro/she/euc-test-she.xsd

.. NameSchemaEnd

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

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

This product contains the required calibration data for the MomentsML shear estimation method.

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

The generic header of the product.

.. SchemaDocTagEnd

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

Base class: cat:baseCatalog

* ValidityRange (ins:calibrationValidPeriod)   
* DataStorage (sheGenericFile)
 * DataContainer (dss:dataContainer)


.. DataProductElementsEnd

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

SHE

.. PECreatorEnd

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

SHE

.. PFUsingEnd

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

An XML data product containing calibration data for the MomentsML shear measurement algorithm.
This is a placeholder: details of the required calibration are not yet known.

For MomentsML, the distinction between "training" and "calibration" is that training refers to the optimization of the machine-learning model itself, while calibration offers a possibility to address effects not captured by the training simulations of the machine learning.


.. DetailedDescEnd