The ocean seafloor is the largest carbon reservoir within the surface Earth system, providing a valuable geochemical archive for deciphering variability in global biogeochemical cycling and climate (Ciais et al., 2013;Heinze et al., 2015). Quantification of biogeochemical cycling, especially carbon cycling at the ocean seafloor, is thus a key for understanding the fate of our future Earth (Falkowski et al., 2000;Le Quéré et al., 2018). Of vital importance in this context is the shelf seafloor, which covers less than 10% of the global ocean area (Muller-Karger et al., 2005) but has been estimated to receive ∼50% of the pelagic primary production through sedimentation (Wollast, 1991) and releases regenerated nutrients such as nitrogen, phosphorus, and silica that supply ∼80% of phytoplankton nutrient requirements (Middelburg & Soetaert, 2004). On the other hand, shelf seas constitute the most dynamic part of the surface Earth where intense interactions between geosphere, ecosphere and anthroposphere take place.