“…In the study area, upwelling not only fertilizes the surface with high-nutrient content waters fueling primary and secondary productivity (e.g., Montero et al, 2007), but also develops a seasonal oxygen deficiency in the subsurface associated with Equatorial Subsurface Waters (ESSW) which was evident during our study (Ahumada and Chuecas, 1979;Sobarzo et al, 2007). Oxygen has been reported as a controlling factor of microbial community abundance (Eissler et al, 2010), structure (Aldunate et al, 2018), and biogeochemical active processes (Galán et al, 2014(Galán et al, , 2017Srain et al, 2020) in the study area. During our study, GAMLSS analyses indicated that the spatiotemporal variability in non-photosynthetic picoplanktonic cell abundance (studied by flow cytometry) was significant in the study area, and among the variables studied, oxygen and nitrite largely account for the changes observed (Table 1).…”