“…In the New Caledonian Exclusive Economic Zone (EEZ), located in the Coral Sea at the southwestern edge of the Pacific Ocean, top predator diet studies (Young et al, 2010;Allain et al, 2012;Olson et al, 2014;Williams et al, 2014) and trawl data analyses (Grandperrin et al, 1999;Young et al, 2011;Menkes et al, 2015) reveal a high diversity of micronekton organisms (Payri et al, 2019). This high diversity also supports high richness of top predator species (Ceccarelli et al, 2013;Laran et al, 2016) with the presence of several species of cetaceans (Mannocci et al, 2014;Garrigue et al, 2015), sharks (Bakker et al, 2017;Boussarie et al, 2018), seabirds (Borsa et al, , 2015Weimerskirch et al, 2017), and tuna (Roger, 1976(Roger, , 1986. Moreover, the seabed topography is complex around New Caledonia (Gardes et al, 2014) with the presence of three ridges (about 1000 m depth), numerous seamounts with a high shape diversity (summit depth from 1000 to 10 m), one trench (about 6000 m depth), and some sedimentary basins (about 3000 m depth) (Figure 1).…”