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Surface detector arrays are designed to measure the spectrum and composition of high energy cosmic rays by detecting the secondary particle flux of the extensive air showers (EAS) induced by the primary cosmic rays. Electromagnetic particles and muons constitute the dominant contribution to the ground detector signals. In this paper, we show that the ground signal deposit of an EAS can be described...