“…Many studies have been conducted over the past two decades to estimate fire behavior and ecological impacts in North America based on remote sensing [e.g., Wiedinmyer and Neff , ], field observations [ French et al , ; Kasischke and Hoy , ; de Groot et al , ], and modeling simulation [e.g., Balshi et al , , ; Zhuang et al , ; Yue et al , ; Yang et al , , ]. To date, these studies have focused on (a) fire‐caused direct carbon emissions rather than net ecosystem carbon budget, (b) smaller subregions of North America rather than the continental scale, (c) use of book‐keeping approaches with fixed parameter assignments for C budget assessment, and/or (d) short‐term analyses instead of making use of the full time periods of available fire records.…”