“…Global ocean biogeochemical models (GOBMs) (Dunne et al 2020, Tjiputra et al 2020, such as those used in the United Nations Intergovernmental Panel on Climate Change (Ciais et al 2013) or the Global Carbon Project (Friedlingstein et al 2020), have resolutions that are typically too coarse to provide a reliable basis for the analysis of coastal ocean carbon fluxes (Holt et al 2009, Mathis et al 2017). An equally important limitation is that these models do not include or only provide simplistic representations of processes relevant to the coastal ocean interface, such as time-varying riverine fluxes (Lacroix et al 2020), their modulation by the estuary-coastal vegetation continuum (Bauer et al 2013), and benthic carbon processing (Bianchi et al 2021, Krumins et al 2013. However, improved model resolution, afforded by advances in computational capabilities, allows GOBMs to represent important features of the coastal ocean, such as three-dimensional material and substance transports, residence times (Lacroix et al 2021a, Liu & Gan 2017, air-sea CO 2 exchange (Bourgeois et al 2016), and riverine fluxes (Dunne et al 2020;Lacroix et al 2020Lacroix et al , 2021a representation of specific coastal processes (e.g., heterotrophic respiration and burial of organic carbon, benthic calcification) greatly lags behind improvements in model resolution.…”