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This is the first of two complementary articles that deal with the implementation of an automatic calibration routine coupled to a simulation model of runoff and the flow of two urban watersheds, both located in the city of Nova Friburgo, State of Rio de Janeiro, Brazil. The models were built in the MOHID Waters Modelling System. This first part presents the methodology of the construction of the Digital Terrain Model-DTM and the drainage network of the studied watersheds, made in the MOHIDdoi:10.1016/j.rimni.2016.04.006 fatcat:g436zqwznvhsbkrykngbqoku2i