As the parking demand in the urban centers located in the Frigid Zone is significantly affected by the climate, a parking demand prediction model based on random utility theory and consideration of different influencing factors is put forward in this paper in order to analyze the parking behavior . Firstly, the model of the relationship between the static traffic demand and travel generating purposes is established..The model takes the ice and snow into account as effective factors on the travelbehavior. Then the traffic volume prediction function based on the traveling utilities of residents is presented, and ultimately the static traffic demand prediction model resulted from analysis of the residents' behavior in the considered area is accomplished.
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