Abstract
In developing methods for convective-scale data assimilation (DA), it
is necessary to consider the full range of motions governed by the
compressible Navier–Stokes equations (including non-hydrostatic and
ageostrophic flow). These equations describe motion on a wide range
of timescales with non-linear coupling. For the purpose of
developing new DA techniques that suit the convective-scale problem,
it is helpful to use so-called toy models
that are easy to run
and contain the same types of motion as the full equation set. Such
a model needs to permit hydrostatic and geostrophic balance at
large scales but allow imbalance at small scales, and in
particular, it needs to exhibit intermittent convection-like
behaviour. Existing toy models
are not always sufficient for
investigating these issues.
A simplified system of intermediate complexity derived from the
Euler equations is presented, which supports dispersive gravity and
acoustic modes. In this system, the separation of timescales can be
greatly reduced by changing the physical parameters. Unlike in
existing toy models, this allows the acoustic modes to be treated
explicitly and hence inexpensively. In addition, the non-linear
coupling induced by the equation of state is simplified. This means
that the gravity and acoustic modes are less coupled than in
conventional models. A vertical slice formulation is used which
contains only dry dynamics. The model is shown to give physically
reasonable results, and convective behaviour is generated by
localised compressible effects. This model provides an affordable
and flexible framework within which some of the complex issues of
convective-scale DA can later be investigated. The model is called
the ABC model
after the three tunable parameters introduced: A (the pure gravity wave frequency), B (the modulation of the
divergent term in the continuity equation), and C (defining the compressibility).
Citation
ID:
202780
Ref Key:
petrie2017geoscientificthe