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NAME

       kmo_illumination  -  Create  a  calibration  frame  to  correct  spatial non-uniformity of
       flatfield.

SYNOPSIS

       esorex kmo_illumination [OPTIONS] FILE.sof

DESCRIPTION

       This recipe creates the spatial non-uniformity calibration  frame  needed  for  all  three
       detectors.  It  must be called after the kmo_wave_cal-recipe, which generates the spectral
       calibration frame needed in this recipe. As input at least a sky, a master dark, a  master
       flat and the spatial and spectral cali- bration frames are required.

       The  created  product,  the illumination correction, can be used as input for kmo_std_star
       and kmo_sci_red.

   BASIC PARAMETERS
       --imethod The interpolation method used for reconstruction.

       --range The spectral ranges to combine when collapsing the reconstructed cubes. e.g.

       "x1_start,x1_end;x2_start,x2_end" (microns)

   ADVANCED PARAMETERS
       --flux Specify if flux conservation should be applied.

       --add-all  By  default   the   first   FLAT_SKY   frame   is   omitted,   since   in   the
       KMOS_spec_cal_skyflat  template  this  is  an  acquisition  frame  to  estimate the needed
       exposure time for  the  subsequent  FLAT_SKY  frames.  If  anyway  all  frames  should  be
       considered, set this parameter to TRUE.

       --neighborhoodRange Defines the range to search for neighbors during reconstruction

       --b_samples The number of samples in spectral direction for the reconstructed cube.

       Ideally this number should be greater than 2048, the detector size.

       --b_start  --b_end  Used  to  define  manually  the  start  and  end  wavelength  for  the
       reconstructed cube. By default the internally defined values are used.

       --cmethod Following methods of frame combination are available:
          * ´ksigma´ (Default)
          An iterative sigma clipping. For each position all pixels in the spectrum
          are examined. If they deviate significantly, they will be rejected according
          to the conditions:
              val > mean + stdev * cpos_rej
          and
              val < mean - stdev * cneg_rej
          where --cpos_rej, --cneg_rej and --citer are the corresponding configuration
          parameters. In the first iteration median and percentile level are used.

          * ´median´
          At each pixel position the median is calculated.

          * ´average´
          At each pixel position the average is calculated.

          * ´sum´
          At each pixel position the sum is calculated.

          * ´min_max´
          The specified number of minimum and maximum pixel values will be rejected.

          --cmax and --cmin apply to this method.

       --cpos_rej --cneg_rej --citer see --cmethod=´ksigma´

       --cmax --cmin see --cmethod=´min_max´

       --pix_scale Change the pixel scale  [arcsec].  Default  of  0.2"  results  into  cubes  of
       14x14pix, a scale of 0.1" results into cubes of 28x28pix, etc.

       --suppress_extension  If  set to TRUE, the arbitrary filename extensions are supressed. If
       multiple products with the same category are produced, they will be numered  consecutively
       starting from 0.

         Input files:

          DO                    KMOS
          category              Type   Explanation                    Required #Frames
          --------              -----  -----------                    -------- -------
          FLAT_SKY               F2D   Sky exposures                     Y      1-n
                                       (at least 3 frames recommended)
          MASTER_DARK            F2D   Master dark                       Y       1
          MASTER_FLAT            F2D   Master flat                       Y       1
          XCAL                   F2D   x calibration frame               Y       1
          YCAL                   F2D   y calibration frame               Y       1
          LCAL                   F2D   Wavelength calib. frame           Y       1
          WAVE_BAND              F2L   Table with start-/end-wavelengths Y       1
          FLAT_EDGE              F2L   Table with fitted slitlet edges   N      0,1

         Output files:

          DO                    KMOS
          category              Type   Explanation
          --------              -----  -----------
          ILLUM_CORR            F2I    Illumination calibration frame
          If FLAT_EDGE is provided:
          SKYFLAT_EDGE          F2L    Frame containing parameters of fitted
                                       slitlets of all IFUs of all detectors

OPTIONS

       --imethod <str>
              Method to use for interpolation: ["NN" (nearest neighbour), "lwNN" (linear weighted
              nearest neighbor),  "swNN"  (square  weighted  nearest  neighbor),  "MS"  (Modified
              Shepard´s method), "CS" (Cubic spline)] (str; default: ´CS´). The full name of this
              option for the EsoRex configuration file is kmos.kmo_illumination.imethod  [default
              = CS].

       --neighborhoodRange <float>
              Defines  the  range to search for neighbors. in pixels (float; default: 1.001). The
              full   name   of   this   option   for   the   EsoRex   configuration    file    is
              kmos.kmo_illumination.neighborhoodRange [default = 1.001].

       --range <str>
              The  spectral  ranges  to  combine  when  collapsing  the reconstructed cubes. e.g.
              "x1_start,x1_end;x2_start,x2_end" (microns) (str; default: ´´). The  full  name  of
              this  option  for  the  EsoRex  configuration  file  is kmos.kmo_illumination.range
              [default = ].

       --flux <bool>
              TRUE: Apply flux conservation. FALSE: otherwise (bool; default:  False).  The  full
              name of this option for the EsoRex configuration file is kmos.kmo_illumination.flux
              [default = False].

       --add-all <bool>
              FALSE: omit 1st FLAT_SKY frame (acquisition), TRUE: don´t perform any  checks,  add
              them  all  (bool;  default:  False).  The  full  name of this option for the EsoRex
              configuration file is kmos.kmo_illumination.add-all [default = False].

       --pix_scale <float>
              Change the pixel scale [arcsec]. Default of 0.2" results into cubes of 14x14pix,  a
              scale  of 0.1" results into cubes of 28x28pix, etc. (float; default: 0.2). The full
              name    of    this    option    for    the    EsoRex    configuration    file    is
              kmos.kmo_illumination.pix_scale [default = 0.2].

       --suppress_extension <bool>
              Suppress  arbitrary filename extension. (TRUE (apply) or FALSE (don´t apply) (bool;
              default: False). The full name of this option for the EsoRex configuration file  is
              kmos.kmo_illumination.suppress_extension [default = False].

       --b_samples <long>
              The  number  of  samples  in  wavelength for the reconstructed cube (long; default:
              2048). The  full  name  of  this  option  for  the  EsoRex  configuration  file  is
              kmos.kmo_illumination.b_samples [default = 2048].

       --b_start <float>
              The  lowest wavelength [um] to take into account when reconstructing (default of -1
              sets the proper value for the actual band automatically)  (float;  default:  -1.0).
              The   full   name   of   this   option   for   the  EsoRex  configuration  file  is
              kmos.kmo_illumination.b_start [default = -1.0].

       --b_end <float>
              The highest wavelength [um] to take into account when reconstructing (default of -1
              sets  the  proper  value for the actual band automatically) (float; default: -1.0).
              The  full  name  of  this   option   for   the   EsoRex   configuration   file   is
              kmos.kmo_illumination.b_end [default = -1.0].

       --cmethod <str>
              Either  apply  "average",  "median",  "sum", "min_max." or "ksigma". (str; default:
              ´ksigma´). The full name of this  option  for  the  EsoRex  configuration  file  is
              kmos.kmo_illumination.cmethod [default = ksigma].

       --cpos_rej <float>
              The   positive  rejection  threshold  for  kappa-sigma-clipping  (sigma).   (float;
              default: 3.0). The full name of this option for the EsoRex  configuration  file  is
              kmos.kmo_illumination.cpos_rej [default = 3.0].

       --cneg_rej <float>
              The   negative  rejection  threshold  for  kappa-sigma-clipping  (sigma).   (float;
              default: 3.0). The full name of this option for the EsoRex  configuration  file  is
              kmos.kmo_illumination.cneg_rej [default = 3.0].

       --citer <long>
              The  number  of  iterations  for kappa-sigma-clipping. (long; default: 3). The full
              name    of    this    option    for    the    EsoRex    configuration    file    is
              kmos.kmo_illumination.citer [default = 3].

       --cmax <long>
              The  number of maximum pixel values to clip with min/max-clipping.  (long; default:
              1).  The  full  name  of  this  option  for  the  EsoRex  configuration   file   is
              kmos.kmo_illumination.cmax [default = 1].

       --cmin <long>
              The  number of minimum pixel values to clip with min/max-clipping.  (long; default:
              1).  The  full  name  of  this  option  for  the  EsoRex  configuration   file   is
              kmos.kmo_illumination.cmin [default = 1].

       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 kmos pipeline can be downloaded as a PDF file using the
       following URL:

              ftp://ftp.eso.org/pub/dfs/pipelines/kmos/kmos-pipeline-manual-2.9.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 kmos pipeline  are  kmo_dev_setup(7),  kmo_copy(7),  kmo_flat(7),
       kmo_fits_check(7),  kmo_sci_red(7),  kmo_fits_stack(7),  kmo_noise_map(7),  kmo_rotate(7),
       kmo_extract_spec(7),      kmo_multi_reconstruct(7),      kmo_stats(7),       kmo_shift(7),
       kmo_wave_cal(7),   kmo_dark(7),   kmo_arithmetic(7),  kmo_std_star(7),  kmo_fits_strip(7),
       kmo_combine(7),     kmo_illumination_flat(7),     kmo_make_image(7),     kmo_sky_tweak(7),
       kmo_fit_profile(7), kmo_sky_mask(7), kmo_reconstruct(7)

VERSION

       kmo_illumination 1.2.8

AUTHOR

       Alex Agudo Berbel <kmos-spark@mpe.mpg.de>

BUG REPORTS

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

LICENSE

       This file is part of  the  KMOS  Instrument  Pipeline  Copyright  (C)  2002,2003  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, 51 Franklin Street, Suite 500,  Boston,  MA
       02110-1335  USA