Variability of river plume propagation in the Kara Sea in 1993–2014 is studied.
Aquarius SSS and MODIS data allow to identify river plumes in the Arctic Ocean.
Altimetry-based particle-tracking model is successfully used to track river plumes.
Buoyancy-driven geostrophic circulation and wind direction control plume dynamics.