The western Arctic Ocean is a unique part of the world's oceans, and is an area undergoing significant climate changes. The effects and possible climate feedbacks of these changes are not yet fully understood. Decreased sea ice cover could lead to increased productivity in the water column, or a reduction in total productivity through the loss of sea ice algal contributions. Climate change could also alter the patterns of terrestrial inputs from rivers and coastal erosion.In order to better understand the balance of organic material inputs in the western Arctic Ocean, this report presents carbon and nitrogen elemental and isotopic compositions from 19 surface sediment samples and 7 cores from 4 shelf to basin transects as evidence of the sources of organic matter buried in the sediments of the Chukchi and Alaskan Beaufort Seas. The C:N ratios for surface sediments were between 5.3 and 11.5 (mean 9.0 ± 1.3). The mean %TOC was 1.2 ± 0.3% and mean %TN was 0.16 ± 0.02%. The highest %TOC contents were observed in the Barrow Canyon transect, likely reflecting heightened overlying productivity. The δ13C of this preserved material varied from −22.1 to −16.7‰ (mean −19.4 ± 1.3‰). A trend to depletion in 13C and higher C:N in eastern sites was observed. Among the surface samples, δ15N varied from 4.1 to 7.6‰ (mean 5.7 ± 1.1‰).An evaluation of the inputs of organic matter to the western Arctic sediment was accomplished using δ13C and δ15N values with the novel technique of a Bayesian analysis multi-source mixing model. This model was used to estimate proportional contributions of sea ice algae, water column phytoplankton and terrestrial organic matter. We conclude that water column productivity is the source of between 50 and 70% of the organic carbon buried in this portion of the western Arctic. The remaining 25–35% of carbon is mainly supplied by sea ice algal productivity, with at most 15% of sedimentary carbon derived from terrestrial inputs.