Research Publications (peer-reviewed):
Kadav, P. (doctoral candidate mentee), N. A. Goberville, K. Prins, A. Siems-Anderson, C. L. Walker, F. Motallebiaraghi, K. Carow, J. F. Rojas, G. Y. Hong, and Z. D. Asher, 2023: Road Snow Coverage Estimation Using Camera and Weather Infrastructure Sensor Inputs. SAE International Technical Paper 2023-01-0057, doi: 10.4271/2023-01-0057.
Goberville, N. A. (doctoral candidate mentee), K. R. Prins, P. Kadav, C. L. Walker, A. R. Siems-Anderson, and Z. D. Asher, 2023: Snow Coverage Estimation Using Camera Data for Automated Driving Applications. Transportation Research Interdisciplinary Perspectives, 18, doi: 10.1016/j.trip.2023.100766.
Chang, J. (high school student mentee), and C. L. Walker (corresponding author), 2022: Correlating Machine Learning Classification of Traffic Camera Images with Snow-Related Vehicular Crashes in New York State. Prevention and Treatment of Natural Disasters, 1 (2), doi: 10.54963/ptnd.v1i2.65.
Winters, A. C., and C. L. Walker, 2022: A Jet-Centered Framework for Investigating High Plains Winter Storm Severity. Journal of Applied Meteorology and Climatology, 61, 709-728, doi: 10.1175/JAMC-D-21-0211.1.
Walker, C. L., B. Boyce, C. Albrecht, and A. Siems-Anderson, 2020: Will Weather Dampen Self-Driving Vehicles? Bulletin of the American Meteorological Society, 101, E1914-E1923, doi: 10.1175/BAMS-D-19-0035.1.
Siems-Anderson, A. R., C. L. Walker (corresponding author), G. Wiener, W. P. Mahoney III, and S. E. Haupt, 2019: An Adaptive Big Data Weather System for Surface Transportation. Transportation Research Interdisciplinary Perspectives, 3, doi: 10.1016/j.trip.2019.100071.
Walker, C. L., D. Steinkruger, P. Gholizadeh, S. Hasanzadeh, M. R. Anderson, and B. Esmaeili, 2019: Developing a Department of Transportation Winter Severity Index. Journal of Applied Meteorology and Climatology, 58, 1779-1798, doi: 10.1175/JAMC-D-18-0240.1.
Gholizadeh, P., C. L. Walker, M. R. Anderson, and B. Esmaeili, 2019: Application of Unsupervised Machine Learning to Increase Safety and Mobility on Roadways after Snowstorms. 2019 International Conference on Computing in Civil Engineering, doi: 10.1061/9780784482445.045.
Dao, B., S. Hasanzadeh, C. L. Walker (corresponding author), D. Steinkruger, B. Esmaeili, and M. R. Anderson, 2019: Current practices of winter maintenance operations and perceptions of winter weather conditions. Cold Regions Engineering, 33 (3), doi: 10.1061/(ASCE)CR.1943-5495.0000191.
Walker, C. L., S. Hasanzadeh, B. Esmaeili, M. R. Anderson, and B. Dao, 2019: Developing A Winter Severity Index: A Critical Review. Cold Regions Science and Technology, 160, 139-149, doi: 10.1016/j.coldregions.2019.02.005.
Walker, C. L., and M. R. Anderson, 2016: Cloud impacts on pavement temperature and shortwave radiation. Journal of Applied Meteorology and Climatology, 55, 2329-2347, doi: 10.1175/JAMC-D-16-0094.1.
Creighton, T. T., C. L. Walker, and M. R. Anderson, 2014: Coverage of Black versus White Males in Local Television News Lead Stories. Journal of Mass Communication and Journalism, 4, doi: 10.4172/2165-7912.1000216.
Walker, C. L., E. Potter, N. Esposito, and M. Godek, 2012: An Assessment of the Relationship between Air Mass Frequency and Extreme Drought in the Midwest United States. The Compass: Earth Science Journal of Sigma Gamma Epsilon, 84, Available at: http://digitalcommons.csbsju.edu/compass/vol84/iss2/5.
Non-Refereed Publications:
Morales, A., C. L. Walker, D. L. Carroll-Smith, and M. A. Burt, 2021: Code-switching and assimilation in STEM culture. American Geophysical Union, Eos, 102, doi: 10.1029/2021EO161232.
Villwock-Witte, N., C. L. Walker, L. Fay, S. Landolt, G. Wiener, and K. Clouser, 2021: Weather-Severity Indices – Key Issues and Potential Paths Forward. Aurora Program Report No. Aurora Project 2020-03. Available online at https://aurora-program.org/research/in-progress/ongoing-issues-with-winter-weather-severity-indices/.
Anderson, M. R., A. J. Khattak, M. U. Farooq, J. Cecava, and C. L. Walker, 2020: Investigation of Weather Conditions and Their Relationship to Crashes. Nebraska Department of Transportation Report No. SPR-21 (20) M097. Available online at https://dot.nebraska.gov/media/114448/investigation-of-weather.pdf.
Anderson, M. R., C. L. Walker, N. Barnhardt, N. Rick, and C. Wunderlin, 2020: Correlation Analysis of MDSS and NEWINS. Nebraska Department of Transportation Report No. M081. Available online at https://dot.nebraska.gov/media/113479/final_report-spr_p1-19-m081.pdf.
Walker, C. L., M. R. Anderson, and B. Esmaeili, 2018: Development of the Nebraska Department of Transportation Winter Severity Index. Nebraska Department of Transportation Report No. M054. Available online at https://dot.nebraska.gov/media/12698/final-report-m054.pdf.