International audienceRelatively little is known about coherent vortices in the eastern South-Pacific along the Peruvian coast, even with regard to basic facts about their frequency of occurrence, longevity and structure. This study addresses these issues with nearly 15 years of relatively high-resolution satellite altimetry measurements. We first compare two distinct automated methods for eddy identification. The objective validation protocol shows that the rarely-used geometrical or "winding-angle method", based on the curvature of the streamline functions, is more accurate than the commonly-used "Okubo-Weiss algorithm", which defines a vortex as a simple connected region with values of Okubo-Weiss parameter weaker than a given threshold....