Indirect Assimilation of Radar Reflectivity with WRF 3D-Var and Its Impact on Prediction of Four Summertime Convective Events

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Use of NWP for Nowcasting Convective Precipitation: Recent Progress and Challenges (2014, methodology): “A rapidly cycled 3D-Var system based on WRF was also implemented by the Beijing Meteorological Bureau (BMB) during the 2008 Summer Olympics and has been running operationally since then.”
Analysis of Fractions Skill Score properties for random precipitation fields and ECMWF forecasts (2016, methodology): “Many studies use the FSS for verification of precipitation (e.g. Baldauf et al., 2011; Rennie et al., 2011; Sobash et al., 2011; Romine et al., 2013; Wang et al., 2013a, 2013b).”
Direct Assimilation of Radar Reflectivity without Tangent Linear and Adjoint of the Nonlinear Observation Operator in the GSI-Based EnVar System: Methodology and Experiment with the 8 May 2003 Oklahoma City Tornadic Supercell (2017, methodology): “…2009; Yussouf and Stensrud 2010; Lu and Xu 2009; Xue et al. 2009; Zhang et al. 2009; Dowell et al. 2011; Gao and Stensrud 2012; Sun and Wang 2013; Wang et al. 2013; Yussouf et al. 2013; Johnson et al. 2015) investigated the impact of radar data assimilation and indicated the benefits…”