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NAME

       kmo_illumination_flat - Alternative to kmo_illumination based on flatfield frames.

SYNOPSIS

       esorex kmo_illumination_flat [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 flatfield frame is required.

       Contrary  to  kmo_illumination  it  doesn´t  use flat sky frames but rather the flatfield frames from the
       internal flat lamp. This recipe can be used if no acceptable flat sky frames are available.

       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.

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

       --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_FLAT          F2D   Flatlamp-on exposures             Y      1-n
                                       (at least 3 frames recommended)
          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

         Output files:

          DO                    KMOS
          category              Type   Explanation
          --------              -----  -----------
          ILLUM_CORR             F2I    Illumination calibration frame

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_flat.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_flat.neighborhoodRange
              [default = 1.001].

       --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_flat.flux [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_flat.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_flat.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_flat.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_flat.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_flat.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_flat.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_flat.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_flat.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_flat.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_flat.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_flat.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_illumination(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_make_image(7),
       kmo_sky_tweak(7), kmo_fit_profile(7), kmo_sky_mask(7), kmo_reconstruct(7)

VERSION

       kmo_illumination_flat 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

kmo_illumination_flat                                 1.2.8                             KMO_ILLUMINATION_FLAT(7)