Frontal systems associated with continental shelf breaks rank among the most biologically productive marine environments, supporting rich food webs and key fisheries. In the Southwestern Atlantic, the Patagonian Shelf Break Front (PSBF; 35°S–55°S) is a globally significant hotspot of primary production, yet its spatial extent and seasonal variability remain poorly understood. Using a 20-year MODIS-Aqua chlorophyll-a (Chl-a) climatology, we delineated the productive region influenced by the PSBF – termed here the Chlorophyll Front - and analyzed its seasonal dynamics. Unsupervised k-means clustering of annual Chl-a cycles revealed five regions with distinct phytoplankton phenological patterns, organized along a latitudinal gradient. Phenological metrics at both region and pixel scales showed clear patterns in bloom initiation, intensity, and duration. Notably, a bimodal seasonal pattern - with spring and summer peaks - was observed in ∼60 % of the area. In most of the ecosystem, the cumulative duration of phytoplankton blooms throughout the phenological cycle exceeded 160 days per year, placing this ecosystem among those with the longest total bloom durations in the global ocean. Maximum annual Chl-a integration occurred in northern regions, aligning with the most dense benthic beds of the Patagonian scallop, a key fishery resource in the area. The spatial arrangements of key phenological metrics appears to be influenced by canonical environmental drivers such as seasonal light availability and water column stratification, while also reflecting influence of more stochastic forces like upwelling intensity and wind variability. The resulting bioregionalization and phenological metrics parametrization offer a robust framework to monitor change and inform spatially explicit management. By unveiling the structure and functioning of this globally relevant frontal system, our study provides critical baselines for understanding the vulnerability of oceanic fronts to climate change and anthropogenic pressures.
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