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Publication Date
12 April 2022

Superior Daily and Sub‐Daily Precipitation Statistics for Intense and Long‐Lived Storms in Global Storm‐Resolving Models

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Author

Daily and sub-daily precipitation statistics are investigated from three global model ensembles: (a) global storm-resolving models (GSRMs) with typical horizontal resolutions of ∼4 km, (b) “high”-resolution global models with typical resolutions of ∼50 km and (c) “standard”-resolution global models with typical resolutions of ∼100 km. Compared to two satellite rainfall datasets, GSRMs convincingly exhibit superior performance for statistics of heavier rain rate events including their diurnal cycle, spatial propagation and the amount contributed by intense precipitation, but not for statistics of weaker or shorter duration precipitation. Both high- and standard-resolution models fail to simulate the correct phase and amplitude of diurnal cycle of precipitation and the propagating convection in the Central US, but high-resolution models show relative improvement in the distribution of precipitation frequency and amount, especially for intense precipitation. 

Ma, Hsi‐Yen, Stephen A. Klein, Jiwoo Lee, Min‐Seop Ahn, Cheng Tao, and Peter J. Gleckler. 2022. “Superior Daily And Sub‐Daily Precipitation Statistics For Intense And Long‐Lived Storms In Global Storm‐Resolving Models”. Geophysical Research Letters 49 (8). American Geophysical Union (AGU). doi:10.1029/2021gl096759.
Funding Program Area(s)
Additional Resources:
NERSC (National Energy Research Scientific Computing Center)