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We present a methodology to simulate the impact of the atmospheric models inthe background particle flux on ground detectors using the Global DataAssimilation System. The methodology was within the ARTI simulation frameworkdeveloped by the Latin American Giant Observatory Collaboration. The groundlevel secondary flux simulations were performed with a tropical climate at thecity of Bucaramanga, Colombia. To validate our methodology, we built monthlyprofiles over Malarg\"ue between 2006 and 2011, comparing the maximumatmospheric depth, X$_\mathrm{max}$, with those calculated with the Augeratmospheric option in CORSIKA. The results show significant differences betweenthe predefined CORSIKA atmospheres and their corresponding Global DataAssimilation System atmospheric profiles.

Impact of Global Data Assimilation System atmospheric models on astroparticle showers