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

SUNY Albany
Princeton University
Pennsylvania State University
National Center for Atmospheric Research
University of Wisconsin-Madison
University of Oklahoma
Colorado State University
National Oceanic and Atmospheric Administration

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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