Abstract
We present a heuristic model to quantitatively explain the suppression
of deep convection in convection-resolving models (CRMs) with small
domains. We distinguish between “computational” smallness (few grid
columns) and “physical” smallness (representing a small geographic
area). Domains that are computationally small require greater
instability to sustain convection because they force a large convective
fraction, driving strong compensating subsidence warming. Consequently,
detrainment occurs lower for undiluted convection. Both computationally
and physically small domains limit the physical updraft width,
increasing entrainment dilution. This enhancement of entrainment
strengthens the sensitivity to domain size beyond that for undiluted
deep convection. Coarsening grid spacing to expand the physical domain
and physical updraft width can reduce domain size sensitivity.
Simulations using the System for Atmospheric Modeling (SAM) confirm the
heuristic model results. We also present simulation results for two
shallow convection cases, which are less sensitive to domain size, but
also exhibit sensitivities.