PDAF_local_weights

This page documents the routine PDAF_local_weights of PDAF.

The routine is used for localization in the analysis step of a filter and computes weights according to the specified distances and the settings for the localizing function. The routine can be called in prodRinvA_l_pdaf in the filters LESTKF, LETKF, and LSEIK. Also, the routine can be used for the LEnKF in the routine [localize_l_pdaf localize_l_pdaf].

The interface is the following:

  SUBROUTINE PDAF_local_weight(wtype, cradius, sradius, distance, &
     nrows, ncols, weight, verbose)

with the following arguments:

• wtype : integer, intent(in)
  Type of weight function:
  (0) unit weight (=1 up to radius cradius)
  (1) exponential decrease (1/e at distance=sradius; 0 for distance>cradius)
  (2) 5th order polynomial with support radius sradius (Gaspari&Cohn 1999; 0 for distance>sradius)
• cradius : real, intent(in)
  Cut-off radius (weight is always =0 for distance>cradius)
• sradius : real, intent(in)
  Support radius
• dim : integer, intent(in)
  Size of arrays distance and `weights'
• distance : real, intent(in)
  Distance to observation
• weights : real, intent(out)
  computed localization weight
• verbose : integer, intent(in)
  Verbosity flag

Notes:

• PDAF_local_weights does not support the regulated localization method (Nerger et al. ,Quarterly Journal of the Royal Meteorological Society, 138 (2012) 802-812; see [PublicationsandPresentations]). To use the regulated localization one has to use the alternative routine PDAF_local_weight.

There are currently only examples of using PDAF_local_weight, but not PDAF_local_weights. The examples for PDAF_local_weight can be found in the files prodrinva_l_pdaf.F90 in the tutorial cases. Another example is, e.g. provided in the Lorenz-96 test case (see /testsuite/src/lorenz96/prodrinva_local.F90).