Road Surface Condition Detection with Machine Learning using New York State Department of Transportation Camera Images and Weather Forecast Data

Carly Sutter; Kara Sulia; Nick Bassill; Christopher D. Wirz; Christopher Thorncroft; Jay Rothenberger; Vanessa Przybylo; Mariana Cains; Jacob T. Radford; Aaron Evans

doi:2510.06440

Road Surface Condition Detection with Machine Learning using New York State Department of Transportation Camera Images and Weather Forecast Data

Carly Sutter, Kara Sulia, Nick Bassill, Christopher D. Wirz, Christopher Thorncroft, Jay Rothenberger, Vanessa Przybylo, Mariana Cains, Jacob T. Radford, Aaron Evans

Prediction, Assimilation & Risk Communication

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	International Journal of Transportation Science and Technology
DOIs	https://doi.org/2510.06440
State	Submitted - 2025

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2510.06440

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@article{542a29abf5fe4b5cb11391ede2b1ef79,

title = "Road Surface Condition Detection with Machine Learning using New York State Department of Transportation Camera Images and Weather Forecast Data",

author = "Carly Sutter and Kara Sulia and Nick Bassill and Wirz, \{Christopher D.\} and Christopher Thorncroft and Jay Rothenberger and Vanessa Przybylo and Mariana Cains and Radford, \{Jacob T.\} and Aaron Evans",

year = "2025",

doi = "2510.06440",

language = "American English",

journal = "International Journal of Transportation Science and Technology",

issn = "2046-0430",

publisher = "KeAi Communications Co.",

}

TY - JOUR

T1 - Road Surface Condition Detection with Machine Learning using New York State Department of Transportation Camera Images and Weather Forecast Data

AU - Sutter, Carly

AU - Sulia, Kara

AU - Bassill, Nick

AU - Wirz, Christopher D.

AU - Thorncroft, Christopher

AU - Rothenberger, Jay

AU - Przybylo, Vanessa

AU - Cains, Mariana

AU - Radford, Jacob T.

AU - Evans, Aaron

PY - 2025

Y1 - 2025

U2 - 2510.06440

DO - 2510.06440

M3 - Article

SN - 2046-0430

JO - International Journal of Transportation Science and Technology

JF - International Journal of Transportation Science and Technology

ER -

Road Surface Condition Detection with Machine Learning using New York State Department of Transportation Camera Images and Weather Forecast Data

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