.. _SPEPfOutputCatalog:
SPE PF output catalog product
-----------------------------
Data product name
=================
.. DataProductNameStart
DpdSpePfOutputCatalog
.. DataProductNameEnd
Data product custodian
======================
.. DataProductCustodianStart
SPE
.. DataProductCustodianEnd
Name of the Schema file
=======================
.. NameSchemaStart
.. raw:: html
euc-spe-SpePfOutputCatalog.xsd
.. NameSchemaEnd
Processing Element(s) creating/using the data product
=====================================================
.. PECreatorStart
Creators:
* This product is created by the *SPE merge* processing element of the SPE PF
which merges the outputs of the *SPE process spectra* and *SPE feature
measurements* processing elements.
.. PECreatorEnd
Processing function using the data product
==========================================
.. PFUsingStart
LE3 PF is using SPE PF output product.
.. PFUsingEnd
Data product elements
=====================
.. DataProductElementsStart
:Header: object of type sys:genericHeader
:Data: object of type spe:spePfOutputCatalog
:QualityFlags: object of type dqc:sqfPlaceHolder
:Parameters: object of type ppr:genericKeyValueParameters
.. DataProductElementsEnd
Detailed description of the data product
========================================
The information carried by this product are split in 4 FITS files:
- The :ref:`Redshift catalog`
- The :ref:`PDF catalog`
- The :ref:`Lines catalog`
- The :ref:`Models catalog`
They are described in details bellow:
.. _spectroZCatalog:
Redshift catalog
~~~~~~~~~~~~~~~~
This part of the product is a FITS file with 5 binary table extension HDUs.
For each spectrum the first extension (HDU#1) contains several quality flags.
For processed spectra, the second extension (HDU#2) contains the classification
information. Other extensions contain up to 5 redshift candidates for galaxy (HDU#3),
1 relative velocity candidate for star (HDU#4) and up to 5 redshift
candidates for QSO (HDU#5).
Name of file:
``EUC_SPE_WIDE-CAT-Z-[TILE_ID]_[INSTANCE_ID]_[YYYYMMDDThhmmss.s]Z_[VERSION].fits``
Structure of file:
.. table::
:width: 100%
+-----------------------------------------------------------------------------------------------------------------------------+
| **HDU** *QUALITY*: header |
+=================+=================+==================================================================+======================+
| | **Name** | **Description** | **Value** |
+-----------------+-----------------+------------------------------------------------------------------+----------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +-----------------+------------------------------------------------------------------+----------------------+
| | EXTNAME | name of extension | string |
+ +-----------------+------------------------------------------------------------------+----------------------+
| | BITPIX | shall contain 8 | integer |
+ +-----------------+------------------------------------------------------------------+----------------------+
| | NAXIS | shall contain 2 | integer |
+ +-----------------+------------------------------------------------------------------+----------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +-----------------+------------------------------------------------------------------+----------------------+
| | NAXIS2 | number of rows | integer |
+ +-----------------+------------------------------------------------------------------+----------------------+
| | TFIELDS | number of fields in each row | integer |
+-----------------+-----------------+------------------------------------------------------------------+----------------------+
.. table::
:width: 100%
+-----------------------------------------------------------------------------------------------------------------------------+
| **HDU** *QUALITY*: 25 columns table |
+=========+==========================+================================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+--------------------------+----------------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_ERROR_FLAG | Processing error flag | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_WARNING_FLAG | Processing warning flag | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_CONTEXT_ERROR_FLAG | Context error flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_CLASS_ERROR_FLAG | Classification error flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_STAR_ERROR_FLAG | Star solver error flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_GAL_ERROR_FLAG | Galaxy solver error flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_QSO_ERROR_FLAG | QSO solver error flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_CONTEXT_WARNING_FLAG | Context warning flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_CLASS_WARNING_FLAG | Classification warning flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_STAR_WARNING_FLAG | Star solver warning flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_GAL_WARNING_FLAG | Galaxy solver warning flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_QSO_WARNING_FLAG | QSO warning flag | NA | FITS *K* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_GRISM | The type of GRISM [BGS/RGS/BGS|RGS] | NA | FITS *8A* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_W_MIN | The minimum wavelength | Angstrom | FITS *E* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_W_MAX | The maximum wavelength | Angstrom | FITS *E* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_NPIX | The number of pixels | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_MAX | Maximum number of dithers | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_MED | Median number of dithers | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_RED_L | Number of dithers in red computed by SPE at wavelength low | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_RED_M | Number of dithers in red computed by SPE at wavelength middle | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_RED_H | Number of dithers in red computed by SPE at wavelength high | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_BLUE_L | Number of dithers in blue computed by SPE at wavelength low | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_BLUE_M | Number of dithers in blue computed by SPE at wavelength middle | NA | FITS *I* |
+ +--------------------------+----------------------------------------------------------------+----------+------------+
| | SPE_N_DITH_BLUE_H | Number of dithers in blue computed by SPE at wavelength high | NA | FITS *I* |
+---------+--------------------------+----------------------------------------------------------------+----------+------------+
.. table::
:width: 100%
+----------------------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *CLASSIFICATION_CATALOG*: header |
+====================+====================+============================================================================+=======================+
| | **Name** | **Description** | **Value** |
+--------------------+--------------------+----------------------------------------------------------------------------+-----------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +--------------------+----------------------------------------------------------------------------+-----------------------+
| | EXTNAME | name of extension | string |
+ +--------------------+----------------------------------------------------------------------------+-----------------------+
| | BITPIX | shall contain 8 | integer |
+ +--------------------+----------------------------------------------------------------------------+-----------------------+
| | NAXIS | shall contain 2 | integer |
+ +--------------------+----------------------------------------------------------------------------+-----------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +--------------------+----------------------------------------------------------------------------+-----------------------+
| | NAXIS2 | number of rows | integer |
+ +--------------------+----------------------------------------------------------------------------+-----------------------+
| | TFIELDS | number of fields in each row | integer |
+--------------------+--------------------+----------------------------------------------------------------------------+-----------------------+
.. table::
:width: 100%
+----------------------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *CLASSIFICATION_CATALOG*: 5 columns table |
+=========+===============+============================================================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+---------------+--------------------------------------------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +---------------+--------------------------------------------------------------------------------------------+----------+------------+
| | SPE_STAR_PROB | The probability of the object to be a star | NA | FITS *E* |
+ +---------------+--------------------------------------------------------------------------------------------+----------+------------+
| | SPE_GAL_PROB | The probability of the object to be a galaxy | NA | FITS *E* |
+ +---------------+--------------------------------------------------------------------------------------------+----------+------------+
| | SPE_QSO_PROB | The probability of the object to be a quasar | NA | FITS *E* |
+ +---------------+--------------------------------------------------------------------------------------------+----------+------------+
| | SPE_CLASS | The classification of the object related to highest probability [STAR, GALAXY, QSO, UNDEF] | NA | FITS *8A* |
+---------+---------------+--------------------------------------------------------------------------------------------+----------+------------+
.. table::
:width: 100%
+------------------------------------------------------------------------------------------------------------------------+
| **HDU** *GALAXY_CANDIDATES_CATALOG*: header |
+=================+=================+================================================================+===================+
| | **Name** | **Description** | **Value** |
+-----------------+-----------------+----------------------------------------------------------------+-------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | EXTNAME | name of extension | string |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | BITPIX | shall contain 8 | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | NAXIS | shall contain 2 | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | NAXIS2 | number of rows | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | TFIELDS | number of fields in each row | integer |
+-----------------+-----------------+----------------------------------------------------------------+-------------------+
.. table::
:width: 100%
+------------------------------------------------------------------------------------------------------------------------+
| **HDU** *GALAXY_CANDIDATES_CATALOG*: 12 columns table |
+=========+================+=====================================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+----------------+---------------------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z | The estimated spectroscopic redshift | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z_ERR | Uncertainty on estimated spectroscopic redshift | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z_PROB | The estimated spectroscopic redshift probability | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z_REL | The reliability of estimated Z | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_SUBCLASS | The galaxy sub-classification | NA | FITS *48A* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_CONT_SNR | Continuum signal to noise ratio | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF_ZMIN | Minimum redshift of the window Z grid of the redshift candidate PDF | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF_ZMAX | Maxinum redshift of the window Z grid of the redshift candidate PDF | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF_DELTAZ | Redshift step of the window Z grid of the redshift candidate PDF | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF | PDF values | NA | FITS *80E* |
+---------+----------------+---------------------------------------------------------------------+----------+------------+
.. table::
:width: 100%
+---------------------------------------------------------------------------------------------------------+
| **HDU** *STAR_CANDIDATES_CATALOG*: header |
+==============+==============+=======================================================+===================+
| | **Name** | **Description** | **Value** |
+--------------+--------------+-------------------------------------------------------+-------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +--------------+-------------------------------------------------------+-------------------+
| | EXTNAME | name of extension | string |
+ +--------------+-------------------------------------------------------+-------------------+
| | BITPIX | shall contain 8 | integer |
+ +--------------+-------------------------------------------------------+-------------------+
| | NAXIS | shall contain 2 | integer |
+ +--------------+-------------------------------------------------------+-------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +--------------+-------------------------------------------------------+-------------------+
| | NAXIS2 | number of rows | integer |
+ +--------------+-------------------------------------------------------+-------------------+
| | TFIELDS | number of fields in each row | integer |
+--------------+--------------+-------------------------------------------------------+-------------------+
.. table::
:width: 100%
+---------------------------------------------------------------------------------------------------------+
| **HDU** *STAR_CANDIDATES_CATALOG*: 8 columns table |
+=========+================+======================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+----------------+------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_RVEL | The estimated radial velocity | km/s | FITS *E* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_RVEL_ERR | Uncertainty on estimated radial velocity error | km/s | FITS *E* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_MODEL_PROB | The estimated star model probability | NA | FITS *E* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_MODEL_REL | The reliability of estimated star model | NA | FITS *E* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_SUBCLASS | The star sub-classification | NA | FITS *48A* |
+ +----------------+------------------------------------------------------+----------+------------+
| | SPE_CONT_SNR | Continuum signal to noise ratio | NA | FITS *E* |
+---------+----------------+------------------------------------------------------+----------+------------+
.. table::
:width: 100%
+------------------------------------------------------------------------------------------------------------------------+
| **HDU** *QSO_CANDIDATES_CATALOG*: header |
+=================+=================+================================================================+===================+
| | **Name** | **Description** | **Value** |
+-----------------+-----------------+----------------------------------------------------------------+-------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | EXTNAME | name of extension | string |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | BITPIX | shall contain 8 | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | NAXIS | shall contain 2 | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | NAXIS2 | number of rows | integer |
+ +-----------------+----------------------------------------------------------------+-------------------+
| | TFIELDS | number of fields in each row | integer |
+-----------------+-----------------+----------------------------------------------------------------+-------------------+
.. table::
:width: 100%
+------------------------------------------------------------------------------------------------------------------------+
| **HDU** *QSO_CANDIDATES_CATALOG*: 12 columns table |
+=========+================+=====================================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+----------------+---------------------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z | The estimated spectroscopic redshift | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z_ERR | Uncertainty on estimated spectroscopic redshift | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z_PROB | The estimated spectroscopic redshift probability | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_Z_REL | The reliability of estimated Z | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_SUBCLASS | The QSO sub-classification | NA | FITS *48A* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_CONT_SNR | Continuum signal to noise ratio | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF_ZMIN | Minimum redshift of the window Z grid of the redshift candidate PDF | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF_ZMAX | Maxinum redshift of the window Z grid of the redshift candidate PDF | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF_DELTAZ | Redshift step of the window Z grid of the redshift candidate PDF | NA | FITS *E* |
+ +----------------+---------------------------------------------------------------------+----------+------------+
| | SPE_PDF | PDF values | NA | FITS *80E* |
+---------+----------------+---------------------------------------------------------------------+----------+------------+
**Quality flag for redshift catalog**
The quality of the redshift estimate must be interpreted differently depending on whether the user
is interested in a specific type of object. Indeed, for a user interested in Halpha emitters, the
failure of the star classification algorithm may not be a significant quality criterion. Users are
therefore advised to :
- Check the ``SPE_ERROR_FLAG`` flag value. The value of the ``SPE_ERROR_FLAG`` flag should be equal to ``0`` (see the table dedicated to ``SPE_ERROR_FLAG`` for more details on the meaning of flag values).
- For users interested in galaxy solutions, check the ``SPE_GAL_ERROR_FLAG`` flag value. The value of the ``SPE_GAL_ERROR_FLAG`` flag should be equal to ``0`` (see the table dedicated to ``AMAZED_ERROR`` for more details on the meaning of flag values).
- For users interested in star solutions, check the value of the ``SPE_STAR_ERROR_FLAG`` flag. The value of the ``SPE_STAR_ERROR_FLAG`` flag should be equal to ``0`` (see the table dedicated to ``AMAZED_ERROR`` for more details on the meaning of flag values).
- For users interested in QSO solutions, check the ``SPE_QSO_ERROR_FLAG`` flag value. The value of the ``SPE_QSO_ERROR_FLAG`` flag should be equal to ``0`` (see the table dedicated to ``AMAZED_ERROR`` for more details on the meaning of flag values).
``SPE_ERROR_FLAG`` *table*
+------------+--------------------------------------------------------------------------------+
| Bit number | Description |
+============+================================================================================+
| 0 | Error in context stage (see ``AMAZED_ERROR`` table) |
+------------+--------------------------------------------------------------------------------+
| 1 | Error in classification stage (see ``AMAZED_ERROR`` table) |
+------------+--------------------------------------------------------------------------------+
| 2 | Unable to read the SIR combined spectrum product |
+------------+--------------------------------------------------------------------------------+
| 3 | Empty spectrum in the SIR combined spectrum product |
+------------+--------------------------------------------------------------------------------+
| 4 | NaN values detected in the SIR combined spectrum product |
+------------+--------------------------------------------------------------------------------+
| 5 | Different data array (lambda, flux, err, ...) size after filtering |
+------------+--------------------------------------------------------------------------------+
| 6 | Short size spectrum |
+------------+--------------------------------------------------------------------------------+
``AMAZED_ERROR`` *table*
+------------+--------------------------------------------------------------------------------+
| Err number | Description |
+============+================================================================================+
| 1 | INTERNAL_ERROR, |
+------------+--------------------------------------------------------------------------------+
| 2 | EXTERNAL_LIB_ERROR, |
+------------+--------------------------------------------------------------------------------+
| 3 | INVALID_SPECTRA_FLUX, |
+------------+--------------------------------------------------------------------------------+
| 4 | INVALID_NOISE, |
+------------+--------------------------------------------------------------------------------+
| 5 | SMALL_WAVELENGTH_RANGE, |
+------------+--------------------------------------------------------------------------------+
| 6 | NEGATIVE_CONTINUUMFIT, |
+------------+--------------------------------------------------------------------------------+
| 7 | BAD_CONTINUUMFIT, |
+------------+--------------------------------------------------------------------------------+
| 8 | NULL_AMPLITUDES, |
+------------+--------------------------------------------------------------------------------+
| 9 | PEAK_NOT_FOUND_PDF, |
+------------+--------------------------------------------------------------------------------+
| 10 | MAX_AT_BORDER_PDF, |
+------------+--------------------------------------------------------------------------------+
| 11 | MISSING_PARAMETER, |
+------------+--------------------------------------------------------------------------------+
| 12 | BAD_PARAMETER_VALUE, |
+------------+--------------------------------------------------------------------------------+
| 13 | UNKNOWN_ATTRIBUTE, |
+------------+--------------------------------------------------------------------------------+
| 14 | BAD_LINECATALOG, |
+------------+--------------------------------------------------------------------------------+
| 15 | BAD_LOGSAMPLEDSPECTRUM, |
+------------+--------------------------------------------------------------------------------+
| 16 | BAD_COUNTMATCH, |
+------------+--------------------------------------------------------------------------------+
| 17 | BAD_TEMPLATECATALOG, |
+------------+--------------------------------------------------------------------------------+
| 18 | INVALID_SPECTRUM, |
+------------+--------------------------------------------------------------------------------+
| 19 | OVERLAPFRACTION_NOTACCEPTABLE, |
+------------+--------------------------------------------------------------------------------+
| 20 | DZ_NOT_COMPUTABLE, |
+------------+--------------------------------------------------------------------------------+
| 21 | INCOHERENT_INPUTPARAMETERS, |
+------------+--------------------------------------------------------------------------------+
| 22 | BAD_CALZETTICORR, |
+------------+--------------------------------------------------------------------------------+
| 23 | SPECTRUM_NOT_LOADED, |
+------------+--------------------------------------------------------------------------------+
| 24 | MULTILSF_NOT_HANDLED, |
+------------+--------------------------------------------------------------------------------+
| 25 | UNALLOWED_DUPLICATES, |
+------------+--------------------------------------------------------------------------------+
| 26 | UNSORTED_ARRAY, |
+------------+--------------------------------------------------------------------------------+
| 27 | INVALID_DIRECTORY, |
+------------+--------------------------------------------------------------------------------+
| 28 | INVALID_FILEPATH, |
+------------+--------------------------------------------------------------------------------+
| 29 | INVALID_PARAMETER, |
+------------+--------------------------------------------------------------------------------+
| 30 | MISSING_CONFIG_OPTION, |
+------------+--------------------------------------------------------------------------------+
| 31 | BAD_FILEFORMAT, |
+------------+--------------------------------------------------------------------------------+
| 32 | INCOHERENT_CONFIG_OPTIONS, |
+------------+--------------------------------------------------------------------------------+
| 33 | ATTRIBUTE_NOT_SUPPORTED, |
+------------+--------------------------------------------------------------------------------+
| 34 | INCOMPATIBLE_PDF_MODELSHAPES, |
+------------+--------------------------------------------------------------------------------+
| 35 | UNKNOWN_RESULT_TYPE, |
+------------+--------------------------------------------------------------------------------+
| 36 | RELIABILITY_NEEDS_TENSORFLOW, |
+------------+--------------------------------------------------------------------------------+
| 37 | OUTPUT_READER_ERROR, |
+------------+--------------------------------------------------------------------------------+
| 38 | PYTHON_API_ERROR, |
+------------+--------------------------------------------------------------------------------+
| 39 | INVALID_NAME, |
+------------+--------------------------------------------------------------------------------+
| 40 | INVALID_FILTER_INSTRUCTION, |
+------------+--------------------------------------------------------------------------------+
| 41 | INVALID_FILTER_KEY, |
+------------+--------------------------------------------------------------------------------+
| 42 | NO_CLASSIFICATION, |
+------------+--------------------------------------------------------------------------------+
| 43 | INVALID_PARAMETER_FILE, |
+------------+--------------------------------------------------------------------------------+
.. _spectroLineFeaturesCatalog:
Lines catalog
~~~~~~~~~~~~~
This part of the product is a FITS file with 4 binary table extension HDU
containing for each spectrum the spectral line measurements (#HDU1), the
measurement of absorption Atomic indices (HDU#2), absorption molecular
indices (HDU#3) and Continuum features (HDU#4).
Name of file:
``EUC_SPE_WIDE-CAT-LIN-[TILE_ID]_[INSTANCE_ID]_[YYYYMMDDThhmmss.s]Z_[VERSION].fits``
Structure of file:
.. table::
:width: 100%
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *SPECTRAL_LINES_CATALOG*: header |
+===========================+===========================+===========================================================================================================+=================================+
| | **Name** | **Description** | **Value** |
+---------------------------+---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | EXTNAME | name of extension | string |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | BITPIX | shall contain 8 | integer |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | NAXIS | shall contain 2 | integer |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | NAXIS2 | number of rows | integer |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | TFIELDS | number of fields in each row | integer |
+ +---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
| | FSCALE | Scaling factor for flux unit | double |
+---------------------------+---------------------------+-----------------------------------------------------------------------------------------------------------+---------------------------------+
.. table::
:width: 100%
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *SPECTRAL_LINES_CATALOG*: 34 columns table |
+=========+============================+===================================================================================================================================+=============+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_ID | The associated line ID in the reference line catalog | NA | FITS *I* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FLAG | Flag on line measurement | NA | FITS *I* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_NAME | The name of detected line | NA | FITS *12A* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_N_DITH | Number of dithers on the line | NA | FITS *I* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CENTRAL_WL_GF | The estimated central wavelength of the detected line from Gaussian fit | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CENTRAL_WL_ERR_GF | The error on estimated central wavelength from Gaussian fit | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FLUX_GF | The estimated flux of the detected line from Gaussian fit | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FLUX_ERR_GF | The error on estimated flux of the detected line from Gaussian fit | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_EW_GF | The estimated equivalent width of the detected line from Gaussian fit | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_EW_ERR_GF | The error on estimated equivalent width of the detected line from Gaussian fit | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FWHM_GF | The estimated FWHM of the detected line from Gaussian fit | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FWHM_ERR_GF | The error on estimated FWHM of the detected line from Gaussian fit | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_INTVAR_GF | The integrated variance within 3-sigma of the line from Gaussian fit | erg2/s2/cm4 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_SNR_GF | The signal-to-noise ratio of the line from Gaussian fit | NA | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CONT_GF | The continuum estimated under the line from Gaussian fit | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CONT_ERR_GF | The error on the continuum estimated under the line from Gaussian fit | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_LUM_GF | The estimated luminosity of the line from Gaussian fit | erg/s | FITS *D* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_LUM_ERR_GF | The error on the estimated luminosity of the line from Gaussian fit | erg/s | FITS *D* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_QUAL_GF | The quality of the measurements from Gaussian fit | NA | FITS *I* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CENTRAL_WL_DI | The estimated central wavelength of the detected line from direct integration | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CENTRAL_WL_ERR_DI | The error on estimated central wavelength from direct integration | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FLUX_DI | The estimated flux of the detected line from direct integration- | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_FLUX_ERR_DI | The error on estimated flux of the detected line from direct integration | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_EW_DI | The estimated equivalent width of the detected line from direct integration | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_EW_ERR_DI | The error on estimated equivalent width of the detected line from direct integration | Angstrom | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_SNR_DI | The signal-to-noise ratio of the line from direct integration | NA | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CONT_DI | The continuum estimated under the line from direct integration | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_CONT_ERR_DI | The error on the continuum estimated under the line from direct integration | erg/s/cm2 | FITS *E* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_LUM_DI | The estimated luminosity of the line from direct integration | erg/s | FITS *D* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_LUM_ERR_DI | The error on the estimated luminosity of the line from direct integration | erg/s | FITS *D* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_QUAL_DI | The quality of the measurements from direct integration | NA | FITS *I* |
+ +----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
| | SPE_LINE_AON | The amplitude over Noise of the line, estimated as the ratio of the peak of the line divided by the average rms close to the line | NA | FITS *E* |
+---------+----------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-------------+------------+
.. table::
:width: 100%
+---------------------------------------------------------------------------------------------------------------+
| **HDU** *ATOMIC_INDICES_CATALOG*: header |
+===============+===============+==========================================================+====================+
| | **Name** | **Description** | **Value** |
+---------------+---------------+----------------------------------------------------------+--------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +---------------+----------------------------------------------------------+--------------------+
| | BITPIX | shall contain 8 | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | NAXIS | shall contain 2 | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | NAXIS2 | number of rows | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | PCOUNT | shall contain 0 | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | GCOUNT | shall contain 1 | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | TFIELDS | number of fields in each row | integer |
+ +---------------+----------------------------------------------------------+--------------------+
| | EXTNAME | name of extension | string |
+---------------+---------------+----------------------------------------------------------+--------------------+
.. table::
:width: 100%
+---------------------------------------------------------------------------------------------------------------+
| **HDU** *ATOMIC_INDICES_CATALOG*: 6 columns table |
+=========+=================+===========================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+-----------------+-----------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +-----------------+-----------------------------------------------------------+----------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +-----------------+-----------------------------------------------------------+----------+------------+
| | SPE_AT_IDX_NAME | The name of the atomic Lick index | NA | FITS *12A* |
+ +-----------------+-----------------------------------------------------------+----------+------------+
| | SPE_AT_IDX_VAL | The estimated value of the atomic Lick index | Angstrom | FITS *E* |
+ +-----------------+-----------------------------------------------------------+----------+------------+
| | SPE_AT_IDX_ERR | The error on the estimated value of the atomic Lick index | Angstrom | FITS *E* |
+ +-----------------+-----------------------------------------------------------+----------+------------+
| | SPE_SPEC_SNR | The estimated value of the spectrum SNR in a TBD window | NA | FITS *E* |
+---------+-----------------+-----------------------------------------------------------+----------+------------+
.. table::
:width: 100%
+-------------------------------------------------------------------------------------------------------------------+
| **HDU** *MOLECULAR_INDICES_CATALOG*: header |
+================+================+=============================================================+===================+
| | **Name** | **Description** | **Value** |
+----------------+----------------+-------------------------------------------------------------+-------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +----------------+-------------------------------------------------------------+-------------------+
| | BITPIX | shall contain 8 | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | NAXIS | shall contain 2 | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | NAXIS2 | number of rows | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | PCOUNT | shall contain 0 | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | GCOUNT | shall contain 1 | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | TFIELDS | number of fields in each row | integer |
+ +----------------+-------------------------------------------------------------+-------------------+
| | EXTNAME | name of extension | string |
+----------------+----------------+-------------------------------------------------------------+-------------------+
.. table::
:width: 100%
+-------------------------------------------------------------------------------------------------------------------+
| **HDU** *MOLECULAR_INDICES_CATALOG*: 6 columns table |
+=========+==================+==============================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+------------------+--------------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +------------------+--------------------------------------------------------------+----------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +------------------+--------------------------------------------------------------+----------+------------+
| | SPE_MOL_IDX_NAME | The name of the molecular Lick index | NA | FITS *12A* |
+ +------------------+--------------------------------------------------------------+----------+------------+
| | SPE_MOL_IDX_VAL | The estimated value of the molecular Lick index | mag | FITS *E* |
+ +------------------+--------------------------------------------------------------+----------+------------+
| | SPE_MOL_IDX_ERR | The error on the estimated value of the molecular Lick index | mag | FITS *E* |
+ +------------------+--------------------------------------------------------------+----------+------------+
| | SPE_SPEC_SNR | The estimated value of the spectrum SNR in a TBD window | NA | FITS *E* |
+---------+------------------+--------------------------------------------------------------+----------+------------+
.. table::
:width: 100%
+--------------------------------------------------------------------------------------------------------------------+
| **HDU** *CONTINUUM_FEATURES_CATALOG*: header |
+================+================+=============================================================+====================+
| | **Name** | **Description** | **Value** |
+----------------+----------------+-------------------------------------------------------------+--------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +----------------+-------------------------------------------------------------+--------------------+
| | BITPIX | shall contain 8 | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | NAXIS | shall contain 2 | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | NAXIS2 | number of rows | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | PCOUNT | shall contain 0 | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | GCOUNT | shall contain 1 | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | TFIELDS | number of fields in each row | integer |
+ +----------------+-------------------------------------------------------------+--------------------+
| | EXTNAME | name of extension | string |
+----------------+----------------+-------------------------------------------------------------+--------------------+
.. table::
:width: 100%
+--------------------------------------------------------------------------------------------------------------------+
| **HDU** *CONTINUUM_FEATURES_CATALOG*: 6 columns table |
+=========+===================+==============================================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+-------------------+--------------------------------------------------------------+----------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +-------------------+--------------------------------------------------------------+----------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +-------------------+--------------------------------------------------------------+----------+------------+
| | SPE_CNT_FEAT_NAME | The name of the molecular Lick index | NA | FITS *12A* |
+ +-------------------+--------------------------------------------------------------+----------+------------+
| | SPE_CNT_FEAT_VAL | The estimated value of the molecular Lick index | NA | FITS *E* |
+ +-------------------+--------------------------------------------------------------+----------+------------+
| | SPE_CNT_FEAT_ERR | The error on the estimated value of the molecular Lick index | NA | FITS *E* |
+ +-------------------+--------------------------------------------------------------+----------+------------+
| | SPE_SPEC_SNR | The estimated value of the spectrum SNR in a TBD window | NA | FITS *E* |
+---------+-------------------+--------------------------------------------------------------+----------+------------+
**Quality flag for lines catalog**
The quality flag is always an integer number composed by 3 digits, respectively indicating (from left
to right) measure type, measure quality and grism used. It is applicable to Direct Integration and Gaussian Fits methods.
The 1st digit can be:
- 1 : Direct Integration
- 2 : Gaussian Fit
- 3 : Hα_GF for QSOs
- "-" : the line is outside the redshift range
The 2nd digit can assume one of the following values :
- 0, 1, 2, 3, 5, 8, 9 (see table bellow)
The 3rd digit can be :
- 1 : Blue grism
- 2 : Red grism
- 3 : Blue and red grism
- 6 : Blue grism and is the best one
- 7 : Red grism and is the best one
- 8 : Blue and red grism and is the best one
*Second digit table*
+----------+-------------+-----------------------------------------------------+--------------+
|2nd digit |Definition |Description |Applicable to |
+==========+=============+=====================================================+==============+
|0 |Not measured |The standard pipeline does not provide a | All |
| | |measurement (for DI) or a fit (for GF or Hα_QSO). | |
| | | | |
| | |Possible values for the QualFlag: | |
| | | 101, 102, 201, 202, 301, 302 | |
+----------+-------------+-----------------------------------------------------+--------------+
|1 |Good measure |The measure is considered reliable | All |
| | | | |
| | |Possible values for the QualFlag: | |
| | | 111, 112, 211, 212, 311, 312 | |
+----------+-------------+-----------------------------------------------------+--------------+
|2 |Low SNR |The measure might be good but the line has a low SNR.| All |
| | |(SNR < 2.0). | |
| | | | |
| | |Possible values for the QualFlag: | |
| | | 121, 122, 221, 222, 321, 322 | |
+----------+-------------+-----------------------------------------------------+--------------+
|3 |EW > 0 |The EW has a positive value (probably due to a | GF or |
| | |negative continuum). The value is set to zero but the| Hα_QSO |
| | |other measures (e.g. fluxes) are however reported. | |
| | | | |
| | |Possible values for the QualFlag: | |
| | | 231, 232, 331, 332 | |
+----------+-------------+-----------------------------------------------------+--------------+
|5 |Acceptable |The measure is acceptable but up to 15% of the pixels| GF or Hα_QSO |
| | |within the line are missing. | |
| | | | |
| | |Possible values for the QualFlag: | |
| | | 251, 252, 351, 352 | |
+----------+-------------+-----------------------------------------------------+--------------+
|8 |Unreliable or|The measure is unreliable because more than 15% of | All |
| |wrong fluxes |the pixels are missing (GF or QSO) or it’s wrong | |
| | |because more than 1 pixel is missing (DI). | |
| | | | |
| | |Possible values for the QualFlag: | |
| | | 181, 182, 281, 282, 381, 382 | |
+----------+-------------+-----------------------------------------------------+--------------+
|9 |Outside range|The line is not measurable in the redshift range. | All |
| | | | |
| | |Possible values for the QualFlag: | |
| | | -91, -92 | |
+----------+-------------+-----------------------------------------------------+--------------+
.. _spectroModelsCatalog:
Models catalog
~~~~~~~~~~~~~~
This part of the product is a FITS file with 4 binary table extension HDUs
containing for each spectrum the parameters required for building spectrum model of
each galaxy candidates (HDU#2), star candidate (HDU#3) and QSO candidates (HDU#4). Line
catalog is also given (HDU#1)
Name of file:
``EUC_SPE_WIDE-CAT-MOD-[TILE_ID]_[INSTANCE_ID]_[YYYYMMDDThhmmss.s]Z_[VERSION].fits``
Structure of file:
.. table::
:width: 100%
+------------------------------------------------------------------------------------------------+
| **HDU** *LINES_CATALOG*: header |
+=============+=============+==================================================+=================+
| | **Name** | **Description** | **Value** |
+-------------+-------------+--------------------------------------------------+-----------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +-------------+--------------------------------------------------+-----------------+
| | BITPIX | shall contain 8 | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | NAXIS | shall contain 2 | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | NAXIS2 | number of rows | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | PCOUNT | shall contain 0 | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | GCOUNT | shall contain 1 | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | TFIELDS | number of fields in each row | integer |
+ +-------------+--------------------------------------------------+-----------------+
| | EXTNAME | name of extension | string |
+-------------+-------------+--------------------------------------------------+-----------------+
.. table::
:width: 100%
+------------------------------------------------------------------------------------------------+
| **HDU** *LINES_CATALOG*: 4 columns table |
+=========+===============+==============================================+==========+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+---------------+----------------------------------------------+----------+------------+
| Columns | SPE_LINE_ID | ID of the line | NA | FITS *I* |
+ +---------------+----------------------------------------------+----------+------------+
| | SPE_LINE_WL | Central wavelength of the line | Angstrom | FITS *E* |
+ +---------------+----------------------------------------------+----------+------------+
| | SPE_LINE_NAME | Name of the line | NA | FITS *12A* |
+ +---------------+----------------------------------------------+----------+------------+
| | SPE_LINE_TYPE | Type of line ('A': absorption, 'E':emission) | NA | FITS *A* |
+---------+---------------+----------------------------------------------+----------+------------+
.. table::
:width: 100%
+-------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *GALAXY_MODELS_CATALOG*: header |
+==================+==================+====================================================================+====================+
| | **Name** | **Description** | **Value** |
+------------------+------------------+--------------------------------------------------------------------+--------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | BITPIX | shall contain 8 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | NAXIS | shall contain 2 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | NAXIS2 | number of rows | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | PCOUNT | shall contain 0 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | GCOUNT | shall contain 1 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | TFIELDS | number of fields in each row | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | EXTNAME | name of extension | string |
+------------------+------------------+--------------------------------------------------------------------+--------------------+
.. table::
:width: 100%
+-------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *GALAXY_MODELS_CATALOG*: 22 columns table |
+=========+=======================+===========================================================+====================+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+-----------------------+-----------------------------------------------------------+--------------------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_Z | The estimated spectroscopic redshift | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_TPL_ID | The continuum template ID | NA | FITS *48A* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_TPL_AMP | The amplitude of continuum template | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_IGM_TPL_ID | The IGM template ID | NA | FITS *I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_ISM_COEF | The Ebmv coefficient inside [0.,1.] | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_ID | The template ratio ID | NA | FITS *48A* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_E_AMP | The amplitude of emission template ratio | erg/s/cm2/Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_A_AMP | The amplitude of absorption template ratio | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_ISM_COEFF | The Ebmv coefficient for emission lines inside [0.,1.] | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LINES_ID | ID of each line | NA | FITS *60I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LINES_AMP | The amplitude of each line | erg/s/cm2/Angstrom | FITS *60E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_VEL_DISP_E | The velocity dispersion of emission lines | km/s | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_VEL_DISP_A | The velocity dispersion of absorption lines | km/s | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_OFFSET | The Lya central wavelength offset | Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_WIDTH | The Lya line width | Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_ASSYM_COEF | The alpha coefficient for skewed gaussian Lya model | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_IGM | The IGM Lya model | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_ICAL_FACTOR_B | The inter-calibration factor between Red and Blue spectra | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_FLUX_OFFSET_R | The flux offset of the Red spectra | erg/s/cm2/Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_FLUX_OFFSET_B | The flux offset of the Blue spectra | erg/s/cm2/Angstrom | FITS *E* |
+---------+-----------------------+-----------------------------------------------------------+--------------------+------------+
.. table::
:width: 100%
+---------------------------------------------------------------------------------------------------------------------------+
| **HDU** *STAR_MODELS_CATALOG*: header |
+=================+=================+=================================================================+=====================+
| | **Name** | **Description** | **Value** |
+-----------------+-----------------+-----------------------------------------------------------------+---------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | BITPIX | shall contain 8 | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | NAXIS | shall contain 2 | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | NAXIS2 | number of rows | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | PCOUNT | shall contain 0 | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | GCOUNT | shall contain 1 | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | TFIELDS | number of fields in each row | integer |
+ +-----------------+-----------------------------------------------------------------+---------------------+
| | EXTNAME | name of extension | string |
+-----------------+-----------------+-----------------------------------------------------------------+---------------------+
.. table::
:width: 100%
+---------------------------------------------------------------------------------------------------------------------------+
| **HDU** *STAR_MODELS_CATALOG*: 8 columns table |
+=========+===================+===========================================================+====================+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+-------------------+-----------------------------------------------------------+--------------------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_Z | The estimated spectroscopic redshift | NA | FITS *E* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_TPL_ID | The continuum template ID | NA | FITS *48A* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_TPL_AMP | The amplitude of continuum template | NA | FITS *E* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_ICAL_FACTOR_B | The inter-calibration factor between Red and Blue spectra | NA | FITS *E* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_FLUX_OFFSET_R | The flux offset of the Red spectra | erg/s/cm2/Angstrom | FITS *E* |
+ +-------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_FLUX_OFFSET_B | The flux offset of the Blue spectra | erg/s/cm2/Angstrom | FITS *E* |
+---------+-------------------+-----------------------------------------------------------+--------------------+------------+
.. table::
:width: 100%
+-------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *QSO_MODELS_CATALOG*: header |
+==================+==================+====================================================================+====================+
| | **Name** | **Description** | **Value** |
+------------------+------------------+--------------------------------------------------------------------+--------------------+
| Keywords | XTENSION | shall contain BINTABLE | string |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | BITPIX | shall contain 8 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | NAXIS | shall contain 2 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | NAXIS1 | number of 8-bit bytes in each row | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | NAXIS2 | number of rows | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | PCOUNT | shall contain 0 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | GCOUNT | shall contain 1 | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | TFIELDS | number of fields in each row | integer |
+ +------------------+--------------------------------------------------------------------+--------------------+
| | EXTNAME | name of extension | string |
+------------------+------------------+--------------------------------------------------------------------+--------------------+
.. table::
:width: 100%
+-------------------------------------------------------------------------------------------------------------------------------+
| **HDU** *QSO_MODELS_CATALOG*: 22 columns table |
+=========+=======================+===========================================================+====================+============+
| | **Name** | **Description** | **Unit** | **Format** |
+---------+-----------------------+-----------------------------------------------------------+--------------------+------------+
| Columns | OBJECT_ID | Unique ID of the object in the survey, as set by MER | NA | FITS *K* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_RANK | The rank of estimate (0=best candidate) | NA | FITS *I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_Z | The estimated spectroscopic redshift | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_TPL_ID | The continuum template ID | NA | FITS *48A* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_TPL_AMP | The amplitude of continuum template | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_IGM_TPL_ID | The IGM template ID | NA | FITS *I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_CNT_ISM_COEF | The Ebmv coefficient inside [0.,1.] | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_ID | The template ratio ID | NA | FITS *I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_E_AMP | The amplitude of emission template ratio | erg/s/cm2/Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_A_AMP | The amplitude of absorption template ratio | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_TPL_RAT_ISM_COEFF | The Ebmv coefficient for emission lines inside [0.,1.] | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LINES_ID | ID of each line | NA | FITS *60I* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LINES_AMP | The amplitude of each line | erg/s/cm2/Angstrom | FITS *60E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_VEL_DISP_E | The velocity dispersion of emission lines | km/s | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_VEL_DISP_A | The velocity dispersion of absorption lines | km/s | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_OFFSET | The Lya central wavelength offset | Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_WIDTH | The Lya line width | Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_ASSYM_COEF | The alpha coefficient for skewed gaussian Lya model | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_LYA_IGM | The IGM Lya model | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_ICAL_FACTOR_B | The inter-calibration factor between Red and Blue spectra | NA | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_FLUX_OFFSET_R | The flux offset of the Red spectra | erg/s/cm2/Angstrom | FITS *E* |
+ +-----------------------+-----------------------------------------------------------+--------------------+------------+
| | SPE_FLUX_OFFSET_B | The flux offset of the Blue spectra | erg/s/cm2/Angstrom | FITS *E* |
+---------+-----------------------+-----------------------------------------------------------+--------------------+------------+