Towards Modeling the Carbon Cycle of the Arctic Ocean M. Manizza, M. J. Follows, S. Dutkiewicz, C. N. Hill, and D. Menemenlis We will describe a numerical model of the circulation and biogeochemistry of the Arctic Ocean which we use to estimate, and elucidate controls on, regional air-sea fluxes of CO2 in the 1990s. The model is based on the Arctic sector of an eddy-permitting ocean model (MITgcm) with physical forcing derived from NCEP re-analysis products. A coupled sea-ice model captures the seasonal and interannual variations in of sea-ice cover. It is overlain by a simplified ocean biogeochemistry model which explicitly represents the coupled cycles of carbon, alkalinity, phosphorus. Terrestrial sources of dissolved organic carbon are imposed as riverine fluxes. We will present preliminary model estimates of regional, seasonal and interannual air-sea CO2 fluxes for the period 1992-2001, comparing modeled fields and fluxes where possible to observations. We will discuss the significance of riverine DOC for the regional air-sea flux.