Most land uptake of carbonyl sulfide (OCS) is physically linked to gross primary production (GPP), the largest flux in the global carbon cycle (Berry et al., 2013;Protoschill-Krebs et al., 1995). However, outstanding questions remain that prevent the straightforward use of OCS as a tracer for GPP. In particular, there is a significant budget gap because the anticipated OCS sinks from plants, soils, and oxidation in the atmosphere are larger than all of the sources we have currently accounted for. Estimates of the missing source vary from 230 to 800 Gg S y −1 (Lennartz et al., 2017). One possibility is that we have overestimated the plant sink although it would require an order of magnitude overestimation to account for the entire budget gap, unlikely based on laboratory and field data (Whelan et al., 2018). Two other possibilities have generated more debate: a large source in the tropical Abstract Measurements of carbonyl sulfide (OCS) enable independent estimates of regional stomatal conductance provided that non-stomatal OCS fluxes are well constrained. OCS is taken up through plant leaves, following the same pathway as CO 2 ; in contrast to CO 2 , OCS is irreversibly destroyed in plant leaves and plants do not typically exhibit OCS emissions. Ecosystem uptake of OCS can indicate changes in stomatal opening.Here we present an empirical model to assess the potential impact of soil OCS exchange, the non-Stomatal OCS exchange Empirical Model (SOCSEM, version 0). We created biome-specific response curves characterizing soil OCS exchange and restricted the model design to require only knowledge of soil moisture and surface temperature because remote sensing observations are available for these two features. Comparing the model to field-based chamber observations reveal deviations that can be attributed to missing complexity of the ground surface (having excluded litter and plants without regulated stomata), shortwave radiation, or the soil environment. For agricultural regions with known net emissions, we use remotely-sensed surface temperature data and demonstrate that data resolution can affect anticipated fluxes. We further investigate the influence of regions with unknown soil OCS responses, for example, Arctic tundra. We compare our model to a process-based and respiration-based soil OCS exchange model that has been implemented in a land surface model. Further field study of tropical and arctic ecosystems in conjunction with studies of non-stomatal surfaces in addition to soil (e.g., bryophytes) will increase confidence in applying OCS as a regional tracer for stomatal conductance.Plain Language Summary Carbonyl sulfide (OCS) uptake over ecosystems is a good proxy for land carbon uptake via photosynthesis when non-plant OCS exchange is small or at least knowable. From what we have observed, soil OCS fluxes are typically overwhelmed by plant-based OCS uptake except in the case of wetland soils or when agricultural fields have become hot and dry. In this paper we constructed a model that estimates where soil OCS ...