.. _SHEBFDTraining:
  
Shear BFD Training Data Product
-------------------------------
  
$SetSchemaPath she/euc-she-BfdTraining.xsd 

Data product name
=================
.. DataProductNameStart
   
$PrintDataProductName
   
.. DataProductNameEnd
   
Data product custodian
======================
.. DataProductCustodianStart
   
$PrintDataProductCustodian
   
.. DataProductCustodianEnd
      
Name of the Schema file
=======================
.. NameSchemaStart
   
$PrintSchemaFilename
   
.. NameSchemaEnd

Last Edited for DPDD Version
____________________________
.. DpddVersionTagStart

1.1

.. DpddVersionTagEnd

Data product elements
=====================
.. DataProductElementsStart
   
$PrintDataProductElements
   
.. 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 training data for the BFD shear measurement algorithm. This algorithm produces priors
for the noiseless and unlensed galaxy populations by measuring the Fourier moments and their derivatives (defined in
Bernstein et al. 2016) for the deep field galaxies, which we call templates. For each template, we measure the moments
at the central position and replicate the template over a range of xy positions to account for miscentering in the 
regular survey data. The resulting template moments and their derivatives are stored as the training data in a fits 
table with the following header keywords and columns:

$PrintHDUTableContents fit/euc-she.xml she.bfdTraining SheBfdTraining

This is obsolete and will be deprecated in the future.
   
.. DetailedDescEnd