Importance

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Abstract

A computer-implemented method comprising: clustering a plurality of sets of traffic data based on similarity to each other to generate a plurality of clusters of the plurality of sets of traffic data; selecting a representative set of a respective plurality of set of traffic data of a respective cluster which is most similar to an average; and based on the set of traffic data corresponding to a target geographical region, performing mobility analysis to determine parameters for a seasonal traffic forecast and, based on at least one set of traffic data corresponding to at least one other geographical region, performing mobility analysis to determine parameters for at least one other seasonal traffic forecast for the at least one other geographical region; performing a traffic forecasting process for the target geographical region; and predicting emissions produced by traffic in the target geographical region based on the combined traffic forecast.

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