The Arctic Ocean is currently experiencing rapid environmental and ecological changes in response to climate change. In recent decades, sea ice extent has drastically declined, resulting in earlier seasonal ice retreat and thinning (Onarheim et al., 2018; Stroeve et al., 2018). This change has profound and potentially cascading effects, as sea-ice state is a crucial factor to regulate light availability, water column stability and nutrient availability (Taylor et al., 2013). In addition, sea ice provides habitat for numerous autotrophs in polar regions (Fernández-Méndez et al., 2018; Selz et al., 2018). Thus, these important factors intimately associated with ice can greatly affect the timing, location, and intensity of Arctic Ocean primary production. Still, the role of sea ice distribution and melt history on the seasonal evolution of net community production (NCP) in the Arctic Ocean is under-documented, and the alteration of biological production by climate warming and sea-ice retreat is poorly understood. NCP is quantified from the difference between the oxygen produced by plankton during photosynthesis and the oxygen consumed by the entire marine community during respiration. The rapidly changing sea ice brings great variability and uncertainty regarding timing and magnitudes of NCP. In addition, a better understanding of how changing NCP might affect sea surface carbon dioxide (CO 2) distributions and sea-air CO 2 fluxes is crucially required for reliably modeling current and future Arctic Ocean carbon budgets. Several studies have assessed regional variations of Arctic Ocean sea-air CO 2 fluxes (