Journal
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
Volume 13, Issue 2, Pages -Publisher
AMER GEOPHYSICAL UNION
DOI: 10.1029/2020MS002256
Keywords
cloud‐ resolving simulations; convective aggregation; extreme rainfall; hydrologic cycle
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Funding
- CASCADE project in Lawrence Berkeley National Laboratory
- Office of Science, Office of Biological and Environmental Research of the U.S. Department of Energy [DE-AC02-05CH11231, DE-SC0012548]
- European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program [805041]
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The study investigates how mesoscale circulations associated with convective aggregation can modulate the sensitivity of the hydrologic cycle to warming. It found that with rising temperatures, the increase in mean rain rate is insensitive to the presence of organization, but extremes can intensify faster in the aggregated state. When convection aggregates, heavy rain is enhanced, but nonlinear behaviors are observed as a function of SST and aggregation feedback strength.
We investigate how mesoscale circulations associated with convective aggregation can modulate the sensitivity of the hydrologic cycle to warming. We quantify changes in the full distribution of rain across radiative-convective equilibrium states in a cloud-resolving model. For a given Sea Surface Temperature (SST), the shift in mean rainfall between disorganized and organized states is associated with a shift in atmospheric radiative cooling, and is roughly analogous to the effect of a 4K SST increase. With rising temperatures, the increase in mean rain rate is insensitive to the presence of organization, while extremes can intensify faster in the aggregated state, leading to a faster amplification in the sporadic nature of rain. When convection aggregates, heavy rain is enhanced by 20%-30% and nonlinear behaviors are observed as a function of SST and strength of aggregation feedbacks. First, radiative- and surface-flux aggregation feedbacks have multiplicative effects on extremes, illustrating a non-trivial sensitivity to the degree of organization. Second, alternating Clausius-Clapeyron and super-Clausius-Clapeyron regimes in extreme rainfall are found as a function of SST, corresponding to varying thermodynamic and dynamic contributions, and a large sensitivity to precipitation efficiency variations in some SST ranges. The potential for mesoscale circulations in amplifying the hydrologic cycle is established. However, these nonlinear distortions question the quantitative relevance of idealized self-aggregation. This calls for a deeper investigation of relationships which capture the coupling between global energetics, aggregation feedbacks and local convection, and for systematic tests of their sensitivity to domain configurations, surface boundary conditions, microphysics, and turbulence schemes.
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