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Generating a Stratocumulus-Like Cloud Top in a Convection-Cloud Chamber

Submitter

Ovchinnikov, Mikhail — Pacific Northwest National Laboratory
Wang, Aaron — Pacific Northwest National Laboratory

Area of Research

Cloud Processes

Journal Reference

Wang A, F Yang, M Ovchinnikov, S K. Krueger, and R Shaw. 2026. "Generating a stratocumulus-like cloud top in a convection-cloud chamber." Proceedings of the National Academy of Sciences, 123(11), e2519791123, 10.1073/pnas.2519791123.

Science

Stratocumulus clouds cover a large fraction of Earth’s surface and strongly influence regional weather and the global energy balance. Entrainment, the mixing process at the top of the stratocumulus-topped boundary layer, strongly influences cloud lifetime, precipitation, and radiative properties. Despite its importance, entrainment remains poorly understood, largely due to the difficulty in observing fine-scale structures near the cloud top, which can be only meters thick. We therefore propose a laboratory facility with controllable conditions and the use of numerical simulations to demonstrate how cloud-top entrainment can be studied experimentally.

Impact

This study highlights the effectiveness of numerical simulations in designing, interpreting, and extending laboratory experiments. A tall convection-cloud chamber with adjustable wall temperature and moisture has been conceptualized to study droplet collision–coalescence, a critical process in the transition from cloud to drizzle. This work enhances the value of such a facility by demonstrating how it can be used to investigate cloud-top entrainment, another key process that influences cloud properties and Earth’s water and energy balances.

Summary

Stratocumulus-topped boundary layers play an important role in regulating regional weather and Earth’s energy balance. Entrainment at the cloud top strongly influences cloud lifetime, precipitation, and radiative properties, yet it remains poorly understood due to limited resolution in field observations and atmospheric numerical simulations.

A recently proposed tall convection-cloud chamber, with flexible control of sidewall temperatures, provides a unique opportunity for studying cloud-top entrainment under controlled laboratory conditions. In this work, we use large-eddy simulations coupled with a bin microphysics model to demonstrate that this configuration can reproduce key features of the entrainment interfacial layer observed in stratocumulus clouds. Our results show that a statistically steady cloud layer forms when the lower sidewalls are cooled and the bottom surface is warmed, while a stable temperature inversion at the cloud top is achieved by maintaining warmer upper sidewalls and a warmer top boundary. The resulting turbulent kinetic energy profiles and budgets resemble those observed in convective boundary layers and inhomogeneous mixing near the cloud top is captured. These results increase the scientific value of the envisioned tall convection-cloud chamber by outlining new opportunities to disentangle the complex interplay between microphysics and turbulence.

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Atmospheric Radiation Measurement (ARM) | Reviewed March 2025