Development and verification of winter traffic hazard models for the Alberta highway network

Autor:	Hyuk-Jae Roh
Rok vydání:	2022
Předmět:	Transport engineering Computer science Transferability Traffic model Context (language use) Hazard General Environmental Science Civil and Structural Engineering
Zdroj:	Canadian Journal of Civil Engineering. 49:942-953
ISSN:	1208-6029 0315-1468
DOI:	10.1139/cjce-2021-0169
Popis:	This paper develops a weather traffic model and verifies its validity through temporal transferability within the context of the Alberta highway network. This research used traffic data and weather data collected at four weigh-in-motion (WIM) sites and weather stations for five years to develop models for two-vehicle classes. We collected an additional year of traffic data from the exact four WIM locations to conduct a temporal transferability test. We evaluated the estimation accuracy resulting from the temporal transferability by measuring the value of R2 and the magnitude of five error measures. All in all, the developed models were transferred successfully to a different year. The study results reveal that different structural types of models could be better suitable for each vehicle type at other road functions.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4fb89bfe587f65802242adf0b192c4bc https://doi.org/10.1139/cjce-2021-0169 Zobrazit plný text záznamu Plný text ve formátu PDF