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NAME

       kmos_sci_red - Reconstruct obj/sky-pairs individually and combine them afterwards

SYNOPSIS

       esorex kmos_sci_red [OPTIONS] FILE.sof

DESCRIPTION

       Two data frames are expected in order to have a sky IFU for the IFU Objects.

       If  an OH spectrum is given in the SOF file the lambda axis will be corrected using the OH
       lines as reference.

       Every IFU containing  an  object  will  be  reconstructed  and  divided  by  telluric  and
       illumination  correction.  By  default  these  intermediate  cubes  are saved to disk. The
       reconstructed objects with the same object name are combined.

       In order to combine a specific object, the parameters --name or --ifus can be used.

       For exposures taken with the templates KMOS_spec_obs_mapping8 and KMOS_spec_obs_mapping24,
       all active IFUs are combined.

         Input files:

          DO                KMOS
          category          Type   Explanation                   Required #Frames
          --------          -----  -----------                   -------- -------
          SCIENCE           RAW    The science frames                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
          MASTER_FLAT       F2D    Master flat                       Y      0,1
          ILLUM_CORR        F2I    Illumination correction           N      0,1
          TELLURIC          F1I    normalised telluric spectrum      N      0,1
          OH_SPEC           F1S    Vector holding OH lines           N      0,1

         Output files:

          DO                KMOS
          category          Type   Explanation
          --------              -----  -----------
          SCI_COMBINED      F3I    Combined cubes with noise
          SCI_RECONSTRUCTED F3I    Reconstructed cube with noise
          EXP_MASK          F3I    Exposure time mask (not for mapping-templates!)
          SCI_INTERIM_OBJECT F3I    (optional) Intermediate reconstructed object
                                   cubes used for sky tweaking, no noise
                                   (set --sky_tweak and --save_interims)
          SCI_INTERIM_SKY   F3I    (optional) Intermediate reconstructed sky
                                   cubes used for sky tweaking, no noise
                                   (set --sky_tweak and --save_interims)
          SCI_COMBINED_COLL        (optional) Collapsed combined cube
                                   (set --collapse_combined)
          SCI_RECONSTRUCTED_COLL   (optional) Collapsed reconstructed cube
                                   (set --collapse_reconstructed)

OPTIONS

       --imethod <str>
              Method  to  use for interpolation during reconstruction. ["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.kmos_sci_red.imethod [default = CS].

       --smethod <str>
              Method  to  use  for interpolation during shifting. ["NN" (nearest neighbour), "CS"
              (Cubic spline)] (str; default: ´CS´). The full name of this option for  the  EsoRex
              configuration file is kmos.kmos_sci_red.smethod [default = CS].

       --method <str>
              The  shifting  method:    ´none´:  no  shifting, combined directly, ´header´: shift
              according to WCS (default), ´center´: centering algorithm, ´user´: read shifts from
              file  (str;  default:  ´header´).  The  full  name  of  this  option for the EsoRex
              configuration file is kmos.kmos_sci_red.method [default = header].

       --fmethod <str>
              The fitting method (applies only when  method=´center´):    ´gauss´:  fit  a  gauss
              function to collapsed image (default), ´moffat´: fit a moffat function to collapsed
              image (str; default: ´gauss´).  The  full  name  of  this  option  for  the  EsoRex
              configuration file is kmos.kmos_sci_red.fmethod [default = gauss].

       --name <str>
              Name of the object to combine. (str; default: ´´). The full name of this option for
              the EsoRex configuration file is kmos.kmos_sci_red.name [default = ].

       --ifus <str>
              The indices of the IFUs to combine. "ifu1;ifu2;..." (str; default:  ´´).  The  full
              name  of  this  option  for the EsoRex configuration file is kmos.kmos_sci_red.ifus
              [default = ].

       --oscan <bool>
              Apply Overscan Correction (bool; default: True). The full name of this  option  for
              the EsoRex configuration file is kmos.kmos_sci_red.oscan [default = True].

       --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.kmos_sci_red.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.kmos_sci_red.suppress_extension [default = False].

       --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.kmos_sci_red.neighborhoodRange [default = 1.001].

       --filename <str>
              The path to the file with the shift vectors.(Applies only to  method=´user´)  (str;
              default:  ´´).  The  full  name of this option for the EsoRex configuration file is
              kmos.kmos_sci_red.filename [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.kmos_sci_red.flux
              [default = False].

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

       --fast_mode <bool>
              FALSE: cubes are shifted and combined,TRUE: cubes are collapsed  and  then  shifted
              and  combined  (bool;  default: False). The full name of this option for the EsoRex
              configuration file is kmos.kmos_sci_red.fast_mode [default = False].

       --extrapolate <bool>
              Applies only to ´smethod=CS´ when doing sub-pixel shifts: FALSE: shifted  IFU  will
              be  filled  with NaN´s at the borders,TRUE: shifted IFU will be extrapolated at the
              borders (bool; default: False). The  full  name  of  this  option  for  the  EsoRex
              configuration file is kmos.kmos_sci_red.extrapolate [default = False].

       --xcal_interpolation <bool>
              TRUE:  Interpolate  xcal  between  rotator angles. FALSE: otherwise (bool; default:
              True). The  full  name  of  this  option  for  the  EsoRex  configuration  file  is
              kmos.kmos_sci_red.xcal_interpolation [default = True].

       --edge_nan <bool>
              Set  borders  of  cubes  to NaN before combining them.(TRUE (apply) or FALSE (don´t
              apply) (bool; default: False).  The  full  name  of  this  option  for  the  EsoRex
              configuration file is kmos.kmos_sci_red.edge_nan [default = False].

       --no_combine <bool>
              Don´t  combine  cubes  after  reconstruction.(TRUE  (apply)  or FALSE (don´t apply)
              (bool; default: False). The full name of this option for the  EsoRex  configuration
              file is kmos.kmos_sci_red.no_combine [default = False].

       --no_subtract <bool>
              Don´t  sky  subtract  object  and  references.(TRUE  (apply) or FALSE (don´t apply)
              (bool; default: False). The full name of this option for the  EsoRex  configuration
              file is kmos.kmos_sci_red.no_subtract [default = False].

       --sky_tweak <bool>
              Use  modified  sky  cube  for  sky subtraction.(TRUE (apply) or FALSE (don´t apply)
              (bool; default: False). The full name of this option for the  EsoRex  configuration
              file is kmos.kmos_sci_red.sky_tweak [default = False].

       --skip_sky_oh_align <bool>
              Skip  the  OH  alignment  for the SKY (bool; default: False). The full name of this
              option for the EsoRex  configuration  file  is  kmos.kmos_sci_red.skip_sky_oh_align
              [default = False].

       --discard_subband <bool>
              Ignore  last  sub-band in the sky tweaking (bool; default: False). The full name of
              this option for the EsoRex configuration file is  kmos.kmos_sci_red.discard_subband
              [default = False].

       --stretch <bool>
              Stretch  sky  in  the  sky  tweaking  (bool; default: False). The full name of this
              option for the EsoRex configuration file is kmos.kmos_sci_red.stretch_sky  [default
              = False].

       --stretch_degree <long>
              Stretch  polynomial degree (long; default: 8). The full name of this option for the
              EsoRex configuration file is kmos.kmos_sci_red.stretch_degree [default = 8].

       --stretch_resampling <str>
              Stretch resampling method (linear/spline) (str; default: ´spline´). The  full  name
              of     this     option     for     the     EsoRex     configuration     file     is
              kmos.kmos_sci_red.stretch_resampling [default = spline].

       --tbsub <bool>
              Subtract thermal background from input cube.(TRUE (apply) or  FALSE  (don´t  apply)
              (bool;  default:  True).  The full name of this option for the EsoRex configuration
              file is kmos.kmos_sci_red.tbsub [default = True].

       --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.kmos_sci_red.b_samples [default = 2048].

       --b_start <float>
              The lowest  wavelength  [um]  to  use  when  reconstructing.  Derived  by  default,
              depending  on the band (float; default: -1.0). The full name of this option for the
              EsoRex configuration file is kmos.kmos_sci_red.b_start [default = -1.0].

       --b_end <float>
              The highest wavelength  [um]  to  use  when  reconstructing.  Derived  by  default,
              depending  on the band (float; default: -1.0). The full name of this option for the
              EsoRex configuration file is kmos.kmos_sci_red.b_end [default = -1.0].

       --obj_sky_table <str>
              The path to the file with the modified obj/sky associations.  (str;  default:  ´´).
              The   full   name   of   this   option   for   the  EsoRex  configuration  file  is
              kmos.kmos_sci_red.obj_sky_table [default = ].

       --velocity_offset <float>
              Specify velocity offset correction in km/s for lambda scale (float; default:  0.0).
              The   full   name   of   this   option   for   the  EsoRex  configuration  file  is
              kmos.kmos_sci_red.velocity_offset [default = 0.0].

       --save_interims <bool>
              Save interim object and sky cubes. Can  only  be  used  together  with  --sky_tweak
              (bool;  default:  False). The full name of this option for the EsoRex configuration
              file is kmos.kmos_sci_red.save_interims [default = False].

       --collapse_reconstructed <bool>
              Flag to collapse the reconstructed images (bool; default: False). The full name  of
              this      option      for      the      EsoRex      configuration      file      is
              kmos.kmos_sci_red.collapse_reconstructed [default = False].

       --collapse_combined <bool>
              Flag to collapse the combined images (bool; default: False). The full name of  this
              option  for  the  EsoRex  configuration file is kmos.kmos_sci_red.collapse_combined
              [default = False].

       --cmethod <str>
              Apply "average", "median", "sum", "min_max." or "ksigma". (str; default: ´ksigma´).
              The   full   name   of   this   option   for   the  EsoRex  configuration  file  is
              kmos.kmos_sci_red.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.kmos_sci_red.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.kmos_sci_red.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.kmos_sci_red.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.kmos_sci_red.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.kmos_sci_red.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_arithmetic(7),  kmo_copy(7),
       kmo_fit_profile(7), kmo_fits_strip(7), kmo_make_image(7), kmo_noise_map(7), kmo_rotate(7),
       kmo_shift(7),     kmo_sky_mask(7),     kmo_stats(7),     kmos_combine(7),    kmos_dark(7),
       kmos_extract_spec(7),    kmos_flat(7),     kmos_gen_reflines(7),     kmos_gen_telluric(7),
       kmos_illumination(7),     kmos_reconstruct(7),     kmos_sky_tweak(7),    kmos_std_star(7),
       kmos_test(7), kmos_wave_cal(7)

VERSION

       kmos_sci_red 1.4.3

AUTHOR

       Alex Agudo Berbel, Yves Jung <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  CRIRES 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, Inc., 59 Temple Place, Suite 330, Boston,
       MA  02111-1307  USA