Comparison of Convective Parameters Derived from ERA5 and MERRA-2 with Rawinsonde Data Over Europe and North America
15 APRIL 2021 T A S Z A R E K E T A L . 3211 Comparison of Convective Parameters Derived from ERA5 and MERRA-2 with Rawinsonde Data over Europe and North America a,b,c d e f b,g MATEUSZ TASZAREK, NATALIA PILGUJ, JOHN T. ALLEN, VICTOR GENSINI, HAROLD E. BROOKS, AND h,i PIOTR SZUSTER a Department of Meteorology and Climatology, Adam Mickiewicz University, Poznan, Poland b National Severe Storms Laboratory, Norman, Oklahoma c Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, Norman, Oklahoma d Department of Climatology and Atmosphere Protection, University of Wrocław, Wrocław, Poland e Central Michigan University, Mount Pleasant, Michigan f Department of Geographic and Atmospheric Sciences, Northern Illinois University, DeKalb, Illinois g School of Meteorology, University of Oklahoma, Norman, Oklahoma h Department of Computer Science, Cracow University of Technology, Krakow, Poland i AGH Cracow University of Science and Technology, Krakow, Poland (Manuscript received 25 June 2020, in final form 7 December 2020) ABSTRACT: In this study we compared 3.7 million rawinsonde observations from 232 stations over Europe and North America with proximal vertical profiles from ERA5 and MERRA-2 to examine how well reanalysis depicts observed convective parameters. Larger differences between soundings and reanalysis are found for thermodynamic theoretical parcel parameters, low-level lapse rates, and low-level wind shear. In contrast, reanalysis best represents temperature and moisture variables, midtropospheric lapse rates, and mean wind. Both reanalyses underestimate CAPE, low-level moisture, and wind shear, particularly when considering extreme values. Overestimation is observed for low-level lapse rates, mid- tropospheric moisture, and the level of free convection.
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