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Leveraging Big Data : Predicting Traffic Risk And Providing Early Warning Due To Adverse Weather Conditions, Sreekumar E. Nampoothiri

Legacy Theses & Dissertations (2009 - 2024)

The proliferation of big data has allowed researchers to delve deeper into data and gain better understandings within almost every field. In the fields of transportation planning and traffic management, past research has shown direct relationships among weather conditions and traffic speed, volume, and congestion. However, these studies have mostly relied on static data that were spatially and temporally sparse or collected on a specific roadway for a specific time period for research purposes. With the need to address the impacts of climate change, including an increasing number of extreme weather events as well as an increasing intensity of such …