Abstract

Abstract. Cumulus entrainment, and its consequent dilution of buoyant cloud cores, strongly regulates the life cycle of shallow cumuli yet remains poorly understood. Herein, new insights into this problem are obtained through large-eddy simulations that systematically investigate the sensitivity of shallow-cumulus dilution to cloud-layer relative humidity (RH), cloud- and subcloud-layer depths, and continentality (i.e., the land–ocean contrast). The simulated cloud-core dilution is found to be strongly sensitive to continentality, with fractional dilution rates twice as large over the ocean as over land. Using a similarity theory based on the turbulent-kinetic-energy (TKE) budget, the reduced cloud-core dilution over land is attributed to larger cloud-base mass flux (mb), driven by stronger surface heating and subcloud turbulence. As mb increases, the fractional dilution rate must decrease to maintain energetic equilibrium. A positive sensitivity is also found to cloud-layer RH, with the core dilution increasing by 25 %–50 % for a 10 % enhancement in RH. This sensitivity is interpreted using the buoyancy-sorting hypothesis, in that mixtures of cloud and environmental air are more likely to become negatively buoyant and detrain (rather than diluting the cloud core) in drier cloud layers. By contrast, the sensitivities of (marine) shallow-cumulus dilution to cloud- and subcloud-layer depths are weak, with a 3 % decrease for a doubling for the former and a 4 % reduction in dilution for a 50 % deeper subcloud layer. These surprisingly weak sensitivities are readily explained by offsetting effects in the TKE similarity theory. Altogether, these experimental findings provide useful, though still incomplete, guidance for flow-dependent shallow-cumulus entrainment formulations in large-scale models.

Highlights

  • Shallow cumuli are ubiquitous over the subtropical oceans and during the warm season over land

  • We focus on the sensitivities of shallow-cumulus dilution to thermodynamic conditions, with the sensitivity to the vertical wind profile deferred to a companion paper

  • For Barbados Oceanographic and Meteorological Experiment (BOMEX), the sensible and latent heat fluxes are constant in time (Fig. 1a), and, after an initial spin-up of about 2 h, the cloud ensemble reaches a statistical quasi-steady state

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Summary

Introduction

Shallow cumuli are ubiquitous over the subtropical oceans (with a frequency of occurrence of 10 %–30 %; e.g., Norris, 1998) and during the warm season over land. Cumulus entrainment is caused by both microscale turbulent mixing along the cloud perimeter (turbulent entrainment) and cloud-scale circulations drawing organized inflow (dynamic entrainment, e.g., Houghton and Cramer, 1951; de Rooy et al, 2013). Both lead to cloud dilution, or the change in internal cloud properties due to cloud– environmental mixing.

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