These are data on the measurement of particulate organic carbon, particulate organic nitrogen, chlorophyll among total (>0.6 um size fraction) and large (>5 um size fraction) plankton on the Mississippi-Alabama shelf during the 2016 Consortium for Oil Spill Exposure Pathways in Coastal River-Dominated Ecosystems (CONCORDE) process cruises.