Improved Diurnal Cycle of Precipitation in E3SM With a Revised Convective Triggering Function

By S. Xie, Yi‐Chi Wang, Wuyin Lin, Hsi‐Yen Ma, Q. Tang, Shuaiqi Tang, Xue Zheng, J. Golaz, Guang J. Zhang, Minghua Zhang. Journal of Advances in Modeling Earth Systems, 2019

135 citations recorded by the source corpus.

We revise the convective triggering function in Department of Energy's Energy Exascale Earth System Model (E3SM) Atmosphere Model version 1 (EAMv1) by introducing a dynamic constraint on the initiation of convection that emulates the collective dynamical effects to prevent convection from being triggered too frequently and allowing air parcels to launch above the boundary layer to capture nocturnal elevated convection. The former is referred to as the dynamic Convective Available Potential Energy (dCAPE) trigger and the latter as the Unrestricted Launch Level (ULL) trigger. Compared to the original trigger in EAMv1 that initiates convection whenever CAPE is larger than a threshold, the revised trigger substantially improves the simulated diurnal cycle of precipitation over both midlatitude and tropical lands. The nocturnal peak of precipitation and the eastward propagation of convection downstream of the Rockies and over the adjacent Great Plains are much better captured than those in the default model. The overall impact on mean precipitation is minor with some notable improvements over the Indo‐Western Pacific, subtropical Pacific and Atlantic, and South America. In general, the dCAPE trigger helps to better capture late afternoon rainfall peak, while ULL is key to capturing nocturnal elevated convection and the eastward propagation of convection. The dCAPE trigger also primarily contributes to the considerable reduction of convective precipitation over subtropical regions and the frequency of light‐to‐moderate precipitation occurrence. However, no clear improvement is seen in intense convection and the amplitude of diurnal precipitation.

Subfields: Atmospheric Science, Global and Planetary Change

View Paper: https://www.semanticscholar.org/paper/1c4211b3bf875fee11aab363e8da986ba302a041

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Citations in the corpus

The DOE E3SM Coupled Model Version 1: Overview and Evaluation at Standard Resolution (2019, background): “Second, recent work has shown that Nordic overflows (Wang et al., 2015) and Arctic freshwater transports (Wang et al., 2018) have a strong impact on AMOC.”
An Overview of the Atmospheric Component of the Energy Exascale Earth System Model (2019, unknown): “As shown in a separate study by Xie et al. (2019), the diurnal cycle of precipitation could be significantly improved by improving the trigger function used in ZM.””