.. include:: ../../wlsubstitutions.rst .. _twoDMassConvergencePatch: Output Product: E/B modes on small patches ========================================== Metadata ______________________ +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Data product name | DpdTwoDMassConvergencePatch | +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Data product custodian | WLTWODMASS | +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Name of the Schema file | .. raw:: html | | | | | | `euc-le3-wl-twodmass-ConvergencePatch.xsd `_ | +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Last Edited for DPDD Version | 1.1 | +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Processing Element(s) creating/using the data | **Creators:** | | product | | | | * LE3_2D_MASS_WL_KS | | | | | | **Consumers:** | | | | | | * LE3_2D_MASS_WL_KS | +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Processing function using the data product | * LE3_2D_MASS_WL_KS | | | * Science Working Group | +------------------------------------------------+----------------------------------------------------------------------------------------------+ | Proposed for inclusion in EAS/SAS | This product is proposed for inclusion in the SAS: Yes | | | | | | This product is an internal product of SGS. | +------------------------------------------------+----------------------------------------------------------------------------------------------+ Data Product Elements ______________________ +--------------+---------------------------------------------------------+ | Header | object of type sys:genericHeader | +--------------+---------------------------------------------------------+ | Data | object of type wl2dmass:twoDMassCollectConvergencePatch | +--------------+---------------------------------------------------------+ | QualityFlags | object of type dqc:sqfPlaceHolder | +--------------+---------------------------------------------------------+ | Parameters | object of type ppr:genericKeyValueParameters | +--------------+---------------------------------------------------------+ Detailed Description of the Data Product _________________________________________ .. DetailedDescStart This product contains 2D convergence maps (denoised and noisy), shear maps, noise standard deviation maps, and Monte-Carlo realisations for one or more patches. This output product contains: * a :ref:`cube map ` per patch associated to a FITS in [*NoisyConvergence* xml tag] containing: * a data cube (one redshift bin per HDU) containing the E/B convergence modes, the total galaxy weight per pixel, the galaxy density per pixel, the noise standard deviation map (STD), the shear, and the denoised convergence; * the Euclid visibility mask projected onto the patch. * a :ref:`Monte-Carlo cube map ` per patch, per Monte-Carlo realisation, associated to a FITS in [*SNRPatch* xml tag] containing: * a data cube (one redshift bin per HDU) containing the Monte-Carlo realisation of E/B convergence modes. * a "NResamples" field to specify the number of samples that were used to compute the STD maps [*int*] * a "McSeed" field to specify the seed of the random number generator [*int*] .. _twoDMassConvMapCubeElementSF: Convergence/shear cube ++++++++++++++++++++++ This FITS file is associated to a structure called **NoisyConvergence** (to be renamed after DR1). The patch number is given in the filename. .. code-block:: XML EUC_LE3_2D-MASS-WL_PATCH0_CARTCONV_20250116T123522.804591Z_2.7.fits .. image:: ../le3.wl.2dmass.output.patchconvergence.jpg **Primary HDU**: .. table:: :width: 100% +---------------------------------------------------------------------------------------------------------------------+ | **HDU** *PRIMARY*: header | +==========+===============+==============================================================================+===========+ | | **Name** | **Description** | **Value** | +----------+---------------+------------------------------------------------------------------------------+-----------+ | Keywords | SIMPLE | | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | BITPIX | | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | NAXIS | | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | EXTEND | | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | SHE_SOFT | where the input catalogue is coming from | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | SHE_SEL | where the input catalogue is coming from | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | SOFTNAME | software used to create the product | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | SOFTVERS | software version | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | PROJ | projection used (e.g. TAN) | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | PWIDTH | patch width | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | PIXSIZE | pixel size | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | NITREDSH | number of iterations for reduced shear | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | STDREDSH | std of gaussian smoothing for reduced shear | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | NITINP | number of iterations for inpainting | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | NSCINP | number of scales for inpainting | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | EB_CONSTRAINT | true if constraints applied in E/B mode during inpainting. | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | ADDBORD | true if borders added for inpainting | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | DENTYPE | denoising type | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | GAUSSSTD | std of gaussian smoothing | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | FDRVAL | false discovery rate threshold | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | NZBINS | number of redshift bins | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | ZBINSTRAT | redshift binning strategy (equidist or equipop) | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | BLINDING | Flag that identifies products that have been blinded for scientific analysis | string | +----------+---------------+------------------------------------------------------------------------------+-----------+ **Cube extensions**: For the array in HDU (HDU= 1..N, one per redshift bin), the following keywords are specified for each HDU (**EXTNAME** = "KAPPA_ZBIN_n"): *Header*: .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *KAPPA_ZBIN_n*: header | +==========+==========+==============================================+===========+ | | **Name** | **Description** | **Value** | +----------+----------+----------------------------------------------+-----------+ | Keywords | XTENSION | | string | + +----------+----------------------------------------------+-----------+ | | BITPIX | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS1 | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS2 | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS3 | | integer | + +----------+----------------------------------------------+-----------+ | | PCOUNT | | integer | + +----------+----------------------------------------------+-----------+ | | GCOUNT | | integer | + +----------+----------------------------------------------+-----------+ | | WCSAXES | number of axes in World Coordinate System | integer | + +----------+----------------------------------------------+-----------+ | | CRPIX1 | pixel coordinate of reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CRPIX2 | pixel coordinate of reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | PC1_1 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC1_2 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC2_1 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC2_2 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | CDELT1 | increment at reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CDELT2 | increment at reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | CUNIT1 | unit of the first coordinate value | string | + +----------+----------------------------------------------+-----------+ | | CUNIT2 | unit of the second coordinate value | string | + +----------+----------------------------------------------+-----------+ | | CTYPE1 | WCS type of the first coordinate | string | + +----------+----------------------------------------------+-----------+ | | CTYPE2 | WCS type of the second coordinate | string | + +----------+----------------------------------------------+-----------+ | | CRVAL1 | value at reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CRVAL2 | value at reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | LONPOLE | native longitude of the pole | double | + +----------+----------------------------------------------+-----------+ | | LATPOLE | native latitude of the pole | double | + +----------+----------------------------------------------+-----------+ | | RADESYS | equatorial coordinate system | string | + +----------+----------------------------------------------+-----------+ | | EQUINOX | equinox of celestial coordinate system | double | + +----------+----------------------------------------------+-----------+ | | EXTNAME | name of this image extension | string | + +----------+----------------------------------------------+-----------+ | | ZMIN | minimum redshift of the bin | double | + +----------+----------------------------------------------+-----------+ | | ZMAX | maximum redshift of the bin | double | +----------+----------+----------------------------------------------+-----------+ .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *KAPPA_ZBIN_n*: 1 array info | +==============+===============+==================================+==============+ | | **Format** | **Number of Dimensions** | **Unit** | +--------------+---------------+----------------------------------+--------------+ | ArrayInfo | -32 | 3 | NA | +--------------+---------------+----------------------------------+--------------+ .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *KAPPA_ZBIN_n*: 2 array axes | +===========+===========+==============================+===========+=============+ | | **Name** | **Projection Algorithm** | **Type** | **Unit** | +-----------+-----------+------------------------------+-----------+-------------+ | AxesList | RA | TAN | RA | deg | + +-----------+------------------------------+-----------+-------------+ | | DEC | TAN | DEC | deg | +-----------+-----------+------------------------------+-----------+-------------+ The array contains 9 images in that order: * Convergence E mode * Convergence B mode * Weight map (total galaxy weight per pixel) * Noise standard deviation of E and B modes over all **NResamples** realisations * Shear first component * Shear second component * Density map (number of galaxies per pixel) * Convergence E mode (denoised, according to input parameters) * Convergence B mode (denoised, according to input parameters) **Mask extension**: The mast extension (MASK) is filled with the Euclid mask projected onto the patch. *Header*: .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *MASK*: header | +==========+==========+==============================================+===========+ | | **Name** | **Description** | **Value** | +----------+----------+----------------------------------------------+-----------+ | Keywords | XTENSION | | string | + +----------+----------------------------------------------+-----------+ | | BITPIX | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS1 | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS2 | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS3 | | integer | + +----------+----------------------------------------------+-----------+ | | PCOUNT | | integer | + +----------+----------------------------------------------+-----------+ | | GCOUNT | | integer | + +----------+----------------------------------------------+-----------+ | | WCSAXES | number of axes in World Coordinate System | integer | + +----------+----------------------------------------------+-----------+ | | CRPIX1 | pixel coordinate of reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CRPIX2 | pixel coordinate of reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | PC1_1 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC1_2 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC2_1 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC2_2 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | CDELT1 | increment at reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CDELT2 | increment at reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | CUNIT1 | unit of the first coordinate value | string | + +----------+----------------------------------------------+-----------+ | | CUNIT2 | unit of the second coordinate value | string | + +----------+----------------------------------------------+-----------+ | | CTYPE1 | WCS type of the first coordinate | string | + +----------+----------------------------------------------+-----------+ | | CTYPE2 | WCS type of the second coordinate | string | + +----------+----------------------------------------------+-----------+ | | CRVAL1 | value at reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CRVAL2 | value at reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | LONPOLE | native longitude of the pole | double | + +----------+----------------------------------------------+-----------+ | | LATPOLE | native latitude of the pole | double | + +----------+----------------------------------------------+-----------+ | | RADESYS | equatorial coordinate system | string | + +----------+----------------------------------------------+-----------+ | | EQUINOX | equinox of celestial coordinate system | double | + +----------+----------------------------------------------+-----------+ | | EXTNAME | name of this image extension | string | +----------+----------+----------------------------------------------+-----------+ .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *MASK*: 1 array info | +==============+===============+==================================+==============+ | | **Format** | **Number of Dimensions** | **Unit** | +--------------+---------------+----------------------------------+--------------+ | ArrayInfo | -32 | 3 | NA | +--------------+---------------+----------------------------------+--------------+ .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *MASK*: 2 array axes | +===========+===========+==============================+===========+=============+ | | **Name** | **Projection Algorithm** | **Type** | **Unit** | +-----------+-----------+------------------------------+-----------+-------------+ | AxesList | RA | TAN | RA | deg | + +-----------+------------------------------+-----------+-------------+ | | DEC | TAN | DEC | deg | +-----------+-----------+------------------------------+-----------+-------------+ .. _twoDMassConvMapMCCubeElementSF: Monte-Carlo maps ++++++++++++++++ This FITS file is associated to a structure called **SNRPatch** (to be renamed after DR1). The patch number and the realisation number are given in the filename. .. code-block:: XML EUC_LE3_2D-MASS-WL_PATCH0_CARTMC0_20250116T124051.125939Z_2.7.fits .. image:: ../le3.wl.2dmass.output.patchsnr.jpg **Primary HDU**: .. table:: :width: 100% +---------------------------------------------------------------------------------------------------------------------+ | **HDU** *PRIMARY*: header | +==========+===============+==============================================================================+===========+ | | **Name** | **Description** | **Value** | +----------+---------------+------------------------------------------------------------------------------+-----------+ | Keywords | SIMPLE | | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | BITPIX | | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | NAXIS | | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | EXTEND | | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | SHE_SOFT | where the input catalogue is coming from | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | SHE_SEL | where the input catalogue is coming from | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | SOFTNAME | software used to create the product | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | SOFTVERS | software version | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | PROJ | projection used (e.g. TAN) | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | PWIDTH | patch width | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | PIXSIZE | pixel size | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | NITREDSH | number of iterations for reduced shear | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | STDREDSH | std of gaussian smoothing for reduced shear | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | NITINP | number of iterations for inpainting | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | NSCINP | number of scales for inpainting | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | EB_CONSTRAINT | true if constraints applied in E/B mode during inpainting. | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | ADDBORD | true if borders added for inpainting | logical | + +---------------+------------------------------------------------------------------------------+-----------+ | | DENTYPE | denoising type | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | GAUSSSTD | std of gaussian smoothing | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | FDRVAL | false discovery rate threshold | double | + +---------------+------------------------------------------------------------------------------+-----------+ | | NZBINS | number of redshift bins | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | ZBINSTRAT | redshift binning strategy (equidist or equipop) | string | + +---------------+------------------------------------------------------------------------------+-----------+ | | MCSEED | noise MC seed | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | NRESAMPL | number of resampling | integer | + +---------------+------------------------------------------------------------------------------+-----------+ | | BLINDING | Flag that identifies products that have been blinded for scientific analysis | string | +----------+---------------+------------------------------------------------------------------------------+-----------+ **Cube extension**: For the array in HDU (HDU= 1..N, one per redshift bin), the following keywords are specified for each HDU (**EXTNAME** = "KAPPA_ZBIN_n,"): *Header*: .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *KAPPA_ZBIN_n*: header | +==========+==========+==============================================+===========+ | | **Name** | **Description** | **Value** | +----------+----------+----------------------------------------------+-----------+ | Keywords | XTENSION | | string | + +----------+----------------------------------------------+-----------+ | | BITPIX | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS1 | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS2 | | integer | + +----------+----------------------------------------------+-----------+ | | NAXIS3 | | integer | + +----------+----------------------------------------------+-----------+ | | PCOUNT | | integer | + +----------+----------------------------------------------+-----------+ | | GCOUNT | | integer | + +----------+----------------------------------------------+-----------+ | | WCSAXES | number of axes in World Coordinate System | integer | + +----------+----------------------------------------------+-----------+ | | CRPIX1 | pixel coordinate of reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CRPIX2 | pixel coordinate of reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | PC1_1 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC1_2 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC2_1 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | PC2_2 | coordinate transformation matrix element | double | + +----------+----------------------------------------------+-----------+ | | CDELT1 | increment at reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CDELT2 | increment at reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | CUNIT1 | unit of the first coordinate value | string | + +----------+----------------------------------------------+-----------+ | | CUNIT2 | unit of the second coordinate value | string | + +----------+----------------------------------------------+-----------+ | | CTYPE1 | WCS type of the first coordinate | string | + +----------+----------------------------------------------+-----------+ | | CTYPE2 | WCS type of the second coordinate | string | + +----------+----------------------------------------------+-----------+ | | CRVAL1 | value at reference point in axis1 | double | + +----------+----------------------------------------------+-----------+ | | CRVAL2 | value at reference point in axis2 | double | + +----------+----------------------------------------------+-----------+ | | LONPOLE | native longitude of the pole | double | + +----------+----------------------------------------------+-----------+ | | LATPOLE | native latitude of the pole | double | + +----------+----------------------------------------------+-----------+ | | RADESYS | equatorial coordinate system | string | + +----------+----------------------------------------------+-----------+ | | EQUINOX | equinox of celestial coordinate system | double | + +----------+----------------------------------------------+-----------+ | | EXTNAME | name of this image extension | string | + +----------+----------------------------------------------+-----------+ | | ZMIN | minimum redshift of the bin | double | + +----------+----------------------------------------------+-----------+ | | ZMAX | maximum redshift of the bin | double | +----------+----------+----------------------------------------------+-----------+ .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *KAPPA_ZBIN_n*: 1 array info | +==============+===============+==================================+==============+ | | **Format** | **Number of Dimensions** | **Unit** | +--------------+---------------+----------------------------------+--------------+ | ArrayInfo | -32 | 3 | NA | +--------------+---------------+----------------------------------+--------------+ .. table:: :width: 100% +--------------------------------------------------------------------------------+ | **HDU** *KAPPA_ZBIN_n*: 2 array axes | +===========+===========+==============================+===========+=============+ | | **Name** | **Projection Algorithm** | **Type** | **Unit** | +-----------+-----------+------------------------------+-----------+-------------+ | AxesList | RA | TAN | RA | deg | + +-----------+------------------------------+-----------+-------------+ | | DEC | TAN | DEC | deg | +-----------+-----------+------------------------------+-----------+-------------+ The array contains 2 images in that order: * Convergence E mode * Convergence B mode .. DetailedDescEnd