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NAME

       muse_scipost - Prepare reduced and combined science products.

SYNOPSIS

       esorex muse_scipost [OPTIONS] FILE.sof

DESCRIPTION

       Sort input pixel tables into lists of files per exposure, merge pixel tables from all IFUs
       of each exposure. Correct each exposure for  differential  atmopheric  refraction  (unless
       --lambdaraf  is  far  outside  the  MUSE  wavelength  range). Then the flux calibration is
       carried out, if a respnse curve was given in  the  input;  it  includes  a  correction  of
       telluric  absorption,  if  a  telluric  absorptin  correction file was given. Then the sky
       subtraction is carried out (unless --skymethod=&none&),  either  directly  subtracting  an
       input sky continuum and an input sky emission lines (for --skymethod=&subtract-model&), or
       (--skymethod=&model&)   create   a   sky    spectrum    from    the    darkest    fraction
       (--skymodel_fraction,  after  ignoring  the  lowest --skymodel_ignore as artifacts) of the
       field of view, then fitting and subtracting sky emission lines using an  initial  estimate
       of the input sky lines; then the continuum (residuals after subtracting the sky lines from
       the sky spectrum) is subtracted as well. If --save contains  &skymodel&,  all  sky-related
       products  are  saved  for  each  exposure. Afterwards the data is corrected for the radial
       velocity of the observer (--rvcorr), before the input (or a default) astrometric  solution
       is  applied. Now each individual exposure is fully reduced; the pixel tables at this stage
       can be saved by setting &individual& in --save. If multiple exposures were given, they are
       then  combined.  If  --save  contains  &combined&, this final merged pixel table is saved.
       Finally (if --save contains &cube&), the data is resampled  into  a  datacube,  using  all
       parameters  given  to  the  recipe.  The  extent  and  orientation of the cube is normally
       computed from the data itself, but this can be overridden  by  passing  a  file  with  the
       output  world  coordinate  system  (OUTPUT_WCS), for example a MUSE cube. This can also be
       used to sample the wavelength axis logorithmically (in that file set &CTYPE3=´AWAV-LOG´&).
       As a last step, the computed cube is integrated over all filter functions given (--filter)
       that are also present in the input filter list table.

OPTIONS

       --save <str>
              Select output product(s) to save. Can contain one or more  of  "cube",  "skymodel",
              "individual",  "positioned",  "combined",  and  "stacked".  If  several options are
              given, they have to be comma-separated. ("cube": output cube and associated images,
              if  this is not given, no final resampling is done at all -- "skymodel": up to four
              additional output products about the effectively used sky that was subtracted  with
              the  "model"  method -- "individual": fully reduced pixel table for each individual
              exposure -- "positioned":  fully  reduced  and  positioned  pixel  table  for  each
              individual  exposure, the difference to "individual" is that here, the output pixel
              tables have coordinates in RA and DEC; this is only useful, if  both  the  relative
              exposure  weighting  and  the  final  resampling  are  to  be  done  externally  --
              "combined": fully reduced and combined pixel table for the full set  of  exposures,
              the difference to "positioned" is that all pixel tables are combined into one, with
              an added weight column; this is useful, if only the final resampling step is to  be
              done  separately  --  "stacked":  an  additional  output  file  in  form  of  a  2D
              column-stacked  image,  i.e.  x  direction  is  pseudo-spatial,  y   direction   is
              wavelength.)  (str; default: ´cube,skymodel´). The full name of this option for the
              EsoRex configuration file is muse.muse_scipost.save [default = cube,skymodel].

       --resample <str>
              The resampling  technique  to  use  for  the  final  output  cube.  (str;  default:
              ´drizzle´).  The  full  name  of  this  option for the EsoRex configuration file is
              muse.muse_scipost.resample [default = drizzle].

       --dx <float>
              Horizontal step size for resampling (in arcsec or pixel).  The  following  defaults
              are  taken  when  this  value is set to 0.0: 0.2´´ for WFM, 0.075´´ for NFM, 1.0 if
              data is in pixel units. (float; default: 0.0). The full name of this option for the
              EsoRex configuration file is muse.muse_scipost.dx [default = 0.0].

       --dy <float>
              Vertical  step size for resampling (in arcsec or pixel). The following defaults are
              taken when this value is set to 0.0: 0.2´´ for WFM, 0.075´´ for NFM, 1.0 if data is
              in  pixel units. (float; default: 0.0). The full name of this option for the EsoRex
              configuration file is muse.muse_scipost.dy [default = 0.0].

       --dlambda <float>
              Wavelength step size (in Angstrom). Natural instrument sampling is used, if this is
              0.0   (float;  default:  0.0).  The  full  name  of  this  option  for  the  EsoRex
              configuration file is muse.muse_scipost.dlambda [default = 0.0].

       --crtype <str>
              Type of statistics used for detection  of  cosmic  rays  during  final  resampling.
              "iraf" uses the variance information, "mean" uses standard (mean/stdev) statistics,
              "median" uses median and the median median of the absolute median deviation.  (str;
              default:  ´median´). The full name of this option for the EsoRex configuration file
              is muse.muse_scipost.crtype [default = median].

       --crsigma <float>
              Sigma rejection factor to use for cosmic ray rejection during final  resampling.  A
              zero  or  negative value switches cosmic ray rejection off. (float; default: 15.0).
              The  full  name  of  this   option   for   the   EsoRex   configuration   file   is
              muse.muse_scipost.crsigma [default = 15.0].

       --rc <float>
              Critical radius for the "renka" resampling method. (float; default: 1.25). The full
              name of this option for  the  EsoRex  configuration  file  is  muse.muse_scipost.rc
              [default = 1.25].

       --pixfrac <float>
              Pixel  down-scaling  factor  for  the "drizzle" resampling method. (float; default:
              0.8).  The  full  name  of  this  option  for  the  EsoRex  configuration  file  is
              muse.muse_scipost.pixfrac [default = 0.8].

       --ld <long>
              Number  of  adjacent  pixels  to  take  into account during resampling in all three
              directions (loop distance); this affects all resampling methods  except  "nearest".
              (long;  default: 1). The full name of this option for the EsoRex configuration file
              is muse.muse_scipost.ld [default = 1].

       --format <str>
              Type of output file format, "Cube"  is  a  standard  FITS  cube  with  NAXIS=3  and
              multiple  extensions  (for data and variance). The extended "x" formats include the
              reconstructed image(s) in  FITS  image  extensions  within  the  same  file.  (str;
              default: ´Cube´). The full name of this option for the EsoRex configuration file is
              muse.muse_scipost.format [default = Cube].

       --weight <str>
              Type of weighting scheme to use when combining multiple exposures.  "exptime"  just
              uses  the  exposure  time  to  weight the exposures, "fwhm" uses the best available
              seeing information from the headers as well, "none" preserves  an  existing  weight
              column  in  the  input pixel tables without changes. (str; default: ´exptime´). The
              full   name   of   this   option   for   the   EsoRex   configuration    file    is
              muse.muse_scipost.weight [default = exptime].

       --filter <str>
              The  filter name(s) to be used for the output field-of-view image. Each name has to
              correspond to an EXTNAME in an extension of the FILTER_LIST file. If an unsupported
              filter  name  is  given,  creation  of the respective image is omitted. If multiple
              filter names are given, they have to be comma separated. (str;  default:  ´white´).
              The   full   name   of   this   option   for   the  EsoRex  configuration  file  is
              muse.muse_scipost.filter [default = white].

       --skymethod <str>
              The method used to subtract the sky background. "model" should work in  all  cases,
              it  uses  a  global  sky  spectrum  model with a local LSF. If "model" is selected,
              calibration frames for SKY_LINES and LSF_PROFILE must  be  set;  SKY_CONTINUUM  and
              SKY_MASK  are  optional.  If "subtract- model" is selected, precalculated sky lines
              and continuum are subtracted  if  specified  by  SKY_LINES  and  SKY_CONTINUUM.  An
              LSF_PROFILE  is  necessary  for  the  two  model-based  methods.  "simple" directly
              subtracts a sky spectrum created from the data, without regard to  LSF  variations;
              it  also  works  on data taht was not flux calibrated. (str; default: ´model´). The
              full   name   of   this   option   for   the   EsoRex   configuration    file    is
              muse.muse_scipost.skymethod [default = model].

       --lambdamin <float>
              Cut  off  the  data below this wavelength after loading the pixel table(s). (float;
              default: 4000.0). The full name of this option for the EsoRex configuration file is
              muse.muse_scipost.lambdamin [default = 4000.0].

       --lambdamax <float>
              Cut  off  the  data above this wavelength after loading the pixel table(s). (float;
              default: 10000.0). The full name of this option for the EsoRex  configuration  file
              is muse.muse_scipost.lambdamax [default = 10000.0].

       --lambdaref <float>
              Reference  wavelength  used  for correction of differential atmospheric refraction.
              The R-band (peak wavelength ~7000 Angstrom) that is usually used  for  guiding,  is
              close  to  the  central wavelength of MUSE, so a value of 7000.0 Angstrom should be
              used if nothing else is known.  A value less than zero switches DAR correction off.
              (float; default: 7000.0). The full name of this option for the EsoRex configuration
              file is muse.muse_scipost.lambdaref [default = 7000.0].

       --darcheck <str>
              Carry out a check of the theoretical DAR correction using  source  centroiding.  If
              "correct"  it will also apply an empirical correction.  (str; default: ´none´). The
              full   name   of   this   option   for   the   EsoRex   configuration    file    is
              muse.muse_scipost.darcheck [default = none].

       --skymodel_fraction <float>
              Fraction  of  the  image  (without the ignored part) to be considered as sky. If an
              input sky mask is provided, the fraction is applied to the regions within the mask.
              If  the  whole  sky  mask should be used, set this parameter to 1. (float; default:
              0.1).  The  full  name  of  this  option  for  the  EsoRex  configuration  file  is
              muse.muse_scipost.skymodel_fraction [default = 0.1].

       --skymodel_ignore <float>
              Fraction of the image to be ignored. If an input sky mask is provided, the fraction
              is applied to the regions within the mask. If the whole sky mask  should  be  used,
              set  this  parameter to 0. (float; default: 0.05). The full name of this option for
              the EsoRex  configuration  file  is  muse.muse_scipost.skymodel_ignore  [default  =
              0.05].

       --skymodel_sampling <float>
              Spectral  sampling  of  the  sky spectrum [Angstrom]. (float; default: 0.3125). The
              full   name   of   this   option   for   the   EsoRex   configuration    file    is
              muse.muse_scipost.skymodel_sampling [default = 0.3125].

       --skymodel_csampling <float>
              Spectral  sampling  of the continuum spectrum [Angstrom]. (float; default: 0.3125).
              The  full  name  of  this   option   for   the   EsoRex   configuration   file   is
              muse.muse_scipost.skymodel_csampling [default = 0.3125].

       --sky_crsigma <str>
              Sigma  level  clipping for cube-based and spectrum-based CR rejection when creating
              the sky spectrum. This has to be a string of two  comma-  separated  floating-point
              numbers.  The  first  value  gives  the  sigma-  level  rejection for cube-based CR
              rejection (using "median", see muse_scipost), the second value the sigma-level  for
              spectrum-based CR cleaning. Both can be switched off, by passing zero or a negative
              value; by default, the spectrum-based rejection is  switched  off.  (str;  default:
              ´15.,0.´).  The  full  name  of  this  option  for the EsoRex configuration file is
              muse.muse_scipost.sky_crsigma [default = 15.,0.].

       --rvcorr <str>
              Correct the  radial  velocity  of  the  telescope  with  reference  to  either  the
              barycenter  of  the  Solar  System (bary), the center of the Sun (helio), or to the
              center of the Earth (geo). (str; default: ´bary´). The full name of this option for
              the EsoRex configuration file is muse.muse_scipost.rvcorr [default = bary].

       --astrometry <bool>
              If false, skip any astrometric calibration, even if one was passed in the input set
              of files. This causes creation of an output cube with a linear WCS and  may  result
              in  errors.  If you want to use a sensible default, leave this true but do not pass
              an ASTROMETRY_WCS. (bool; default: True). The full name  of  this  option  for  the
              EsoRex configuration file is muse.muse_scipost.astrometry [default = True].

       Note  that  it  is possible to create a configuration file containing these options, along
       with suitable default values. Please refer to the details provided by the 'esorex  --help'
       command.

SEE ALSO

       The  full  documentation  for  the muse pipeline can be downloaded as a PDF file using the
       following URL:

              ftp://ftp.eso.org/pub/dfs/pipelines/muse/muse-pipeline-cookbook-1.2.1.pdf

       An  overview  over  the  existing  ESO  pipelines  can  be   found   on   the   web   page
       http://www.eso.org/sci/software/pipelines/.

       Basic documentation about the EsoRex program can be found at the esorex (1) man page.

       It  is  possible  to  call  the  pipelines  from python using the python-cpl package.  See
       http://packages.python.org/python-cpl/index.html for further information.

       The other recipes of the muse pipeline are muse_ampl(7), muse_astrometry(7), muse_bias(7),
       muse_create_sky(7),  muse_dark(7),  muse_exp_align(7),  muse_exp_combine(7), muse_flat(7),
       muse_geometry(7),         muse_lsf(7),         muse_qi_mask(7),          muse_scibasic(7),
       muse_scipost_apply_astrometry(7),                          muse_scipost_calibrate_flux(7),
       muse_scipost_combine_pixtables(7),                            muse_scipost_correct_dar(7),
       muse_scipost_correct_rv(7),    muse_scipost_make_cube(7),    muse_scipost_subtract_sky(7),
       muse_scipost_subtract_sky_simple(7), muse_standard(7), muse_twilight(7), muse_wavecal(7)

VERSION

       muse_scipost 1.2.1

AUTHOR

       Peter Weilbacher <usd-help@eso.org>

BUG REPORTS

       Please report any problems to usd-help@eso.org. Alternatively, you may send  a  report  to
       the ESO User Support Department <usd-help@eso.org>.

LICENSE

       This  file  is  part  of  the  MUSE  Instrument Pipeline Copyright (C) 2005, 2015 European
       Southern Observatory

       This program is free software; you can redistribute it and/or modify it under the terms of
       the  GNU  General  Public  License  as  published  by the Free Software Foundation; either
       version 2 of the License, or (at your option) any later version.

       This program is distributed in the hope that it will be useful, but WITHOUT ANY  WARRANTY;
       without  even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
       See the GNU General Public License for more details.

       You should have received a copy of the GNU General Public License along with this program;
       if  not, write to the Free Software Foundation, Inc., 51 Franklin St, Fifth Floor, Boston,
       MA  02111-1307  USA