Net community production (NCP) in the surface water of the northern Gulf of Mexico (nGOM) and its coupling with the CO 2 system were examined during the productive spring season. NCP was estimated using multiple approaches: (1) underway O 2 and Ar ratio, (2) oxygen changes during light/dark bottle oxygen incubations, and (3) nonconservative changes in dissolved inorganic carbon or nutrients. These methods all showed high spatial variability of NCP and displayed similar patterns along the river-ocean mixing gradient, showing high production rates in plume regions. NCP O 2 Ar estimated from high-resolution O 2 and Ar underway measurement indicated heterotrophic conditions at the high-nutrient and high-turbidity Mississippi River end (−51.3±11.9 mmol C m −2 d −1 when salinity < 2) resulting from the influence of terrestrial carbon input and light limitation on photosynthesis. High NCP O 2 Ar rates (105.0 ± 59.2 mmol C m −2 d −1 , up to 235.4 mmol C m −2 d −1 ) were observed in the Mississippi and Atchafalaya plumes at intermediate salinities between 15 and 30 where light and nutrients were both favorable for phytoplankton production. NCP O 2 Ar rates observed in the high-salinity, oligotrophic offshore waters (salinity > 35.5) were close to zero due to nutrient limitation. Air-sea CO 2 fluxes generally showed corresponding changes, from being a strong CO 2 source in the river channel (55.5 ± 7.6 mmol C m −2 d −1 ), to a CO 2 sink in the plume (−13.4 ± 5.5 mmol C m −2 d −1 ), and to being nearly in equilibrium with the atmosphere in offshore wa-ters. Overall, the surface water of the nGOM was net autotrophic during spring 2017, with an area-weighted mean NCP O 2 Ar of 21.2 mmol C m −2 d −1 , and was a CO 2 sink of −6.7 mmol C m −2 d −1 . A temporal mismatch between in situ biological production and gas exchange of O 2 and CO 2 was shown through a box model to result in decoupling between NCP O 2 Ar and CO 2 flux (e.g., autotrophic water as a CO 2 source outside the Mississippi River mouth and heterotopic water as a CO 2 sink in the Atchafalaya coastal water). This decoupling was a result of in situ biological production superimposed on the lingering background pCO 2 from the source water because of the slow air-sea CO 2 exchange rate and the buffering effect of the carbonate system.