A Simple Model for Tropical Convective Cloud Shield Area Growth and
Decay Rates Informed by Geostationary IR, GPM, and Aqua/AIRS Satellite
Data
Abstract
Deep convective system maximum areal extent is driven by the stratiform
anvil area since system convective area fractions are much less than
unity when systems reach peak size. It is important to understand the
processes that drive system size given the impact large systems have on
rainfall and since anvils may strongly impact high cloud feedbacks.
Using satellite diabatic heating and convective-stratiform information
mapped to convective systems, composite analyses suggest that system
maximum sizes occur at the temporal mid-point of system lifecycles with
both maximum size and duration correlating with peak heating above the
melting level. However, variations in system growth rates exist, with
the overall smooth composites emerging as the average of highly variable
system trajectories. Thus, this study focuses on understanding
convective system growth rates on short (30-minute) timescales via
development of a simple analytical source - sink model that predicts
system area changes. Growth occurs when detrained convective mass
(inferred from the vertical gradient of diabatic heating and temperature
lapse rates) and/or generation of convective area exceeds a sink term
whose magnitude is proportional to the current cloud shield size. The
model works well for systems over land and ocean, and for systems
characterized by varying degrees of convective organization and duration
(1.5 - 35 hr, with correlations often >0.8 across lifetime
bins). The model may serve as a useful foundation for improved
understanding of processes driving changes in tropics-wide convective
system cloud shields, and further supports conceptual development and
evaluation of prognostic climate model stratiform anvil area
parameterizations.