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We report an error found during independent review of the NuTauSim publiclyavailable code \url{https://github.com/harmscho/NuTauSim} that forms the basisof this publication. The error in the code was in tracking the density of themedium during particle propagation. After the first interaction, the code wasreferencing the depth of penetration back to the surface of the Earth ratherthan the location of the last interaction. The results were obtained usingdensities that were systematically underestimated when the particle wastraversing the inner layers of the Earth by assigning the density of either iceor bedrock, depending on the particle energy or ice thickness of thesimulation. This error was fixed and the repository updated on September 29,2018.

physical review. d/physical review. d.

Erratum: A Comprehensive Approach to Tau-Lepton Production by  High-Energy Tau Neutrinos Propagating Through Earth [Phys. Rev. D 97, 023021  (2018), arXiv:1707.00334]