“…This study seeks to (1) identify observed ARs and examine the latitudinally dependent large‐scale extratropical features—including atmospheric blocking—that precede AR events near the U.S. west coast by more than 1 week during the Northern Hemisphere cool season, (2) assess the ability of an advanced GCM (CESM2) to reproduce the observed AR statistics, and (3) determine whether CESM2 can accurately simulate the observed large‐scale AR “precursor” features. Although previous studies have highlighted large‐scale patterns associated with heavy rain events in the far western United States, most of these rely on limited sample sizes (Ely et al., ; Grotjahn & Faure, ), present dynamical field responses contemporaneous with the AR landfall date (Harris & Carvalho, ; Neiman et al., ) or within 2–4 days prior to landfall (e.g., Lackmann & Gyakum, ; Payne & Magnusdottir, ), investigate AR frequency responses to identified circulation regimes (Amini & Straus, ), or otherwise examine different aspects of the connections between ARs and their antecedent large‐scale patterns in observations, Earth‐like GCMs, or idealized GCMs (e.g., Baggett et al., ; Jiang & Deng, ; Jiang et al., ; Swenson et al., ). This study fills these gaps by investigating the development and time evolution of AR precursor patterns and the role of atmospheric blocking in both an observation‐based data set and within a GCM simulation.…”