da_update: Wrapper function for assimilation algorithms

In robertsy/assimilr: Local Ensemble Kalman Particle Filters

Description

Wrapper function to call the individual algorithms by a name. Useful for simulations.

Usage

da_update(method = c("EnKPF", "EnKF", "PF", "LEnKF", "block-LEnKF",
  "naive-LEnKPF", "block-LEnKPF", "LPF", "FF"),
  get_neighbours = ring_neighbours, get_partition = ring_partition,
  taper = 1, l = 10, ndim = ndim, e.0 = 0.5, e.1 = 0.8, ...)

Arguments

method	is the name of the algorithm to use
get_neighbours	the function to get neighboring points, depending on geometry (typically ring_neighbours or sweq_neighbours)
get_partition	function to partition the observations in blocks, depending on geometry (typically ring_partition or sweq_partition)
taper	the tapering correlation matrix applied to P
l	the localization radius (not used directly)
...	additional parameters passed to adaptive_gamma, typically e.0 and e.1

robertsy/assimilr documentation built on May 27, 2019, 10:33 a.m.