The discrepancy between estimates of net terrestrial CO2 emissions derived from (1) inverse modeling of the ocean/atmosphere system and (2) modeling of land use change, better known as the "missing" CO2 sink, suggests that some changing environmental factor, such as CO2, anthropogenic N emissions, or climate, has fertilized terrestrial ecosystems. To address this question, we herein describe and apply GLOCO, a global carbon cycle model. GLOCO's ocean submodel combines a box diffusion model with representations of chemical equilibria and biological processes to simulate the distributions and cycling of inorganic and organic carbon, phosphate, and alkalinity. The terrestrial submodel divides the biosphere into seven natural biomes with dynamic carbon and nitrogen cycling in both vegetation and soils. Anthropogenic influences on the functioning of the carbon and nitrogen cycles, such as fossil fuel combustion, forestry, and agricultural development, are also incorporated in the model. Our analysis confirms previous suggestions that because temperate and boreal forests are N limited, CO2 fertilization of these forests is less than predicted by short-term CO2 response factors. Modeling of temperate/boreal forest fertilization by anthropogenic N deposition suggests that CO2 is initially sequestered at a C:N ratio of --100, rather than the steady state value for the ecosystem of-30. If N deposition is to account for the 40-70% of the fertilization of the terrestrial biosphere not explainable by CO2 fertilization and temperature increases, then we estimate that 26-30 Tg N yr-1 of anthropogenic deposition in the temperate and boreal zones would be required. Recent anthropogenic NOx and NH3 deposition fluxes at northern temperate latitudes have been estimated to be 20-28 Tg N yr-1. Thus fertilization by anthropogenic N emissions likely constitutes a significant portion of the missing CO2 sink. HUDSON ET AL.' MODELING THE GLOBAL CARBON CYCLE Z•tC + AOc + Z•Bc = I EFossil fuel dt or expressed in terms of rates of change d/dt dAc dOc dBc • + + -EFossil fuel dt dt dt (la) (lb) The rate of change in atmospheric CO2 is the best quantified term in the mass balance at 3.2_+0.2 Pg C yr 4 for the period 1980-1989 [Keeling, 1990]. Fossil fuel emissions are also well quantified at 5.4_+0.5 Pg C yr-• for the same period [Marland, 1990; Marland and Rotty, 1984]. The change in carbon storage in the oceans, assumed to arise primarily from increased absorption of atmospheric CO2, can be modeled by &convolution of the atmospheric CO2 record (reconstructing oceanic uptake using models and historical atmospheric CO2 partial pressure Pco2). By considering the results of a number of such studies, Siegenthaler and Sarmiento [1993] argue that the perturbation in oceanic uptake (~dOc/dt) is 2.0_+0.6 Pg C yr-• for the 1980s. Analysis of measured surface ocean Pco2 values and the distributions, sources, and sinks of atmospheric CO2 using an atmospheric transport model lead Tans et al. [1990] to suggest that the perturbation in oceanic uptake was les...