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This paper provides a multilayer and time-varying structural analysis of oneair transportation network, having the Brazilian air transportation network asa case study. Using a single mathematical object called MultiAspect Graph (MAG)for this analysis, the multilayer perspective enables the unveiling of theparticular strategies of each airline to both establish and adapt in a momentof crisis its specific flight network. Similarly, the time-varying perspectiveallows multi-scale analysis considering different time periods, and thusassessing the impact of the economic crisis on how the different airlinesestablish their routes as well as the flights that use these routes.Altogether, besides the multilayer and time-varying structural analysis of theBrazilian air transportation network, this paper also acts as aproof-of-concept for the MAG potential for the modeling and analysis ofhigh-order networks.

A Multilayer and Time-varying Structural Analysis of the Brazilian Air Transportation Network