Forcing convection to aggregate using diabatic heating perturbations

Journal of Advances in Modeling Earth Systems American Geophysical Union 13:10 (2021) e2021MS002579

Authors:

Beth Dingley, Guy Dagan, Philip Stier

Abstract:

Tropical deep convection can aggregate into large clusters, which can have impacts on the local humidity and precipitation. Sea surface temperature (SST) gradients have been shown to organize convection, yet there has been little work done to investigate the impact of diabatic heating perturbations in the atmosphere on the aggregation of convection. Here we investigate how anomalous diabatic heating of the atmospheric column, through an idealized aerosol plume, affects the existence and mechanisms of convective aggregation in non-rotating, global radiative-convective equilibrium simulations. We show that the aerosol forcing has the ability to increase the degree of aggregation, especially at lower SSTs. Detailed investigation shows that the diabatic heating source incites a thermally driven circulation, forced by the shortwave perturbation. The increase in aggregation is caused in part by this circulation, and in part by the longwave heating anomalies occurring due to the surface convergence of moisture and convection. At higher SSTs, longwave feedbacks are crucial for the aggregation of convection, even with the shortwave heating perturbation. At lower SSTs, convection is able to aggregate with the shortwave perturbation in the absence of longwave feedbacks. These perturbations provide a link to studying the effects of absorbing aerosol plumes on convection, for example during the Indian monsoon season. We argue that, as there is aggregation for plumes with realistic aerosol absorption optical depths, this could be an analogue for real-world organization in regions with high pollution.

Decomposing Effective Radiative Forcing Due to Aerosol Cloud Interactions by Global Cloud Regimes

GEOPHYSICAL RESEARCH LETTERS 48:18 (2021) ARTN e2021GL093833

Authors:

Tom Langton, Philip Stier, Duncan Watson-Parris, Jane P Mulcahy

Forcing convection to aggregate using diabatic heating perturbations

Journal of Advances in Modeling Earth Systems American Geophysical Union (AGU) (2021)

Authors:

Beth Dingley, Guy Dagan, Philip Stier

Emulating Aerosol Microphysics with Machine Learning

(2021)

Authors:

Paula Harder, Duncan Watson-Parris, Dominik Strassel, Nicolas Gauger, Philip Stier, Janis Keuper

Model calibration using ESEm v1.0.0 -- an open, scalable Earth System Emulator

(2021)

Authors:

Duncan Watson-Parris, Andrew Williams, Lucia Deaconu, Philip Stier