Refereed Archival Journal Publications
*Zhao, F., Fu, L., Pan, X., Zhong, M., and Kwon, T.J. (2022) Investigating the Effect of Network Traffic Signal Timing Strategy with Dynamic Variable Guidance Lanes. Accepted for publication in the Sustainability. (IF: 3.889)
*Nowrin, T., and Kwon, T.J. (2022) Forecasting short-term road surface temperatures considering forecasting horizon and geographical attributes – An ANN-based Approach. Accepted for publication in the Cold Regions Science and Technology. (IF: 4.427)
*Wu, M., Kwon, T.J. (2022) An Automatic Architecture Designing Approach of Convolutional Neural Networks for Road Surface Conditions Image Recognition: Tradeoff between Accuracy and Efficiency. Accepted for publication in the Journal of Sensors. https://doi.org/10.1155/2022/3325282.
*Wu, M., Kwon, T.J., and Fu, L. (2022) Spatial Mapping of Winter Road Surface Conditions via Hybrid Geostatistical Techniques. Accepted for publication in the Journal of Cold Region Engineering - ASCE. (IF: 1.528)
*Elshabrawy, M., El-Basyouny, K., and Kwon, T.J. (2022) Integrating Ecological Vulnerability and Climate Resiliency: A Novel GIS-Based Method for Fire Hazard Modeling. Accepted for publication in the Canadian Journal of Civil Engineering. May 14, 2022. (IF: 1.432)
*Wu, M., Kwon, T.J. and El-Basyouny, K. (2022) A Hybrid Geostatistical Method for Estimating Citywide Traffic Volumes – A Large-scale Application. Accepted for publication in the Journal of Geographical Research. Vol 5-2, pp 52-68. April, 2022. DOI: https://doi.org/10.30564/jgr.v5i2.4513 (IF: 1.100)
Xie, Q., Kwon, T.J. (2022) Development of a Highly Transferrable Urban Winter Road Surface Classification Model – A Deep Learning Approach. Accepted for publication in Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. Mar. 1 2022.
Abohassan, A., El-Basyouny, K., and Kwon, T.J. (2022) Effects of Inclement Weather Events on Road Surface Conditions and Traffic Safety – An Event-based Empirical Analysis Framework. Accepted for publication in Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. Feb. 23, 2022.
Biswas, S., and Kwon, T.J. (2022) Development of a Novel RWIS Location-Allocation Model Considering Multiple Road Weather Variables over Space and Time. Accepted for publication in Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. Jan. 21, 2022. DOI: 10.1177/03611981221084678
Xu, S., Wu, M., Kwon, T.J., and Perchanok, M. (2022) Optimization Models for Snowplow Routes and Depot Locations: A Real-World Implementation. Accepted for publication in Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. Dec. 21, 2021.
Abohassan, A., El-Basyouny, K., and Kwon, T.J. (2021) Exploring the Associations between Winter Maintenance Operations, Weather Variables, Surface Condition, and Road Safety: A Path Analysis Approach. Accepted for publication in the Journal of Accident Analysis and Prevention. (IF: 4.993), Oct. 2021.
Wong, A., and Kwon, T.J. (2021) Advances in Regression Kriging-Based Methods for Estimating Statewide Winter Weather Collisions – An Empirical Investigation. Accepted for publication in Future Transportation. Sep. 2021.
Wong, A.H., and Kwon, T.J. (2021) Development and Evaluation of Geostatistical Methods for Estimating Weather-Related Collisions – A Large Scale Case Study. Accepted for publication at the Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. April 2021.
Wu, M., Kwon, T.J., and El-Basyouny, K. (2021) A Citywide Location-Allocation Framework for Driver Feedback Signs: Optimizing Safety and Coverage of Vulnerable Road Users. Sustainability, 12, 10415. DOI:10.3390/su122410415
Xu, S., and Kwon, T.J. (2020) Optimizing Snowplow Routes using All-New Perspectives: Road Users and Winter Road Maintenance Operators. Accepted for publication at the Canadian Journal of Civil Engineering, July 2020. DOI:10.1139/cjce-2019-0768
Simita, B., and Kwon, T.J. (2020) Developing Statewide Optimal RWIS Density Guidelines using Space-Time Semivariogram Models. Accepted for publication at the Journal of Sensors.
Wu, M., El-Basyouny, K., and Kwon, T.J (2020). Before-and-After Empirical Bayes Evaluation of Citywide Installation of Driver Feedback Signs. Accepted for publication at the Journal of the Transportation Research Board. Feb. 2020.
Wu, M., El-Basyouny, K., and Kwon, T.J. (2020). Lessons learned from the large-scale Application of Driver Feedback Sings in an Urban City. Accepted for publication at the Journal of Transportation Safety and Security. Feb 2020. https://doi.org/10.1080/19439962.2020.1726546
Kwon, T.J. and Fu., L. (2020). Performance Evaluation of Road Surface Temperature Forecasts. Accepted for publication at the Canadian Journal of Civil Engineering. http://dx.doi.org/10.1139/cjce-2019-0772
Gu, L., Wu, M., and Kwon, T.J. (2019). An Enhanced Spatial Statistical Method for Continuous Monitoring of Winter Road Surface Conditions. Accepted for publication at the Canadian Journal of Civil Engineering. Oct 2019
Biswas, S., Wu, M., Kwon, T.J., and Melles, S.J. (2019). Use of Topography, Weather zones & Semivariogram Parameters to Optimize RWIS Station Density Across Large Spatial Scales. Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. Accepted in Feb 2019. In press.
Kwon, T.J., Muresan, M., Fu, L., Usman, T. (2019) Development of Zonal-specific Semivariograms for a Strategic RWIS Network Optimization - A Case Study. Journal of Infrastructure Systems.
Lu, Z., Kwon, T. J. and Fu, L. (2019). Effects of Winter Weather on Traffic Operations and Optimization of Signalized Intersections. Journal of Traffic and Transportation Engineering, DOI: 10.1061/(ASCE)IS.1943-555X.0000491 https://doi.org/10.1016/j.jtte.2018.02.002
Gu, L., Kwon, T.J., and Qiu, T.Z. (2018). A Geostatistical Approach to Winter Road Surface Condition Estimation using Mobile RWIS Data. Canadian Journal of Civil Engineering.
Wang, X., Gu, L., Kwon, T.J., and Qiu, Z. (2018). A Geostatistical Investigation into the Effective Spatiotemporal Coverage of Road Weather Information Systems in Alberta, Canada. Journal of Advanced Transportation. DOI https://doi.org/10.1155/2018/5179694.
Sun, D., El-Basyouny, K., Kwon, T.J. (2018) Sun Glare: Network Characterization and Safety Effects. Transportation Research Record: Journal of the Transportation Research Board. Mar 2018.
Kwon, T. J. and Fu, L. (2017). Spatiotemporal Variability of Road Weather Conditions and Optimal RWIS Density – An Empirical Investigation. The Canadian Journal of Civil Engineering (CJCE). DOI: 10.1139/cjce-2017-0052
Fu, Liping; Thakali, Lalita; Kwon, T. J.; Usman, Taimur. (2017). A Risk-Based Approach to Winter Road Surface Condition Classification. The Canadian Journal of Civil Engineering (CJCE). DOI: 10.1139/cjce-2016-0215
Kwon, T.J., Fu, L., & Melles, S. (2016). Location Optimization of road weather information system (RWIS) network considering the needs of winter road maintenance and the traveling public. Computer Aided Civil and Infrastructure Engineering. DOI: https://doi.org/10.1111/mice.12222
Kwon, T.J., and Fu, L (2016). Chapter 8: Mobility Benefits of Winter Road Operations, Sustainable Winter Road Operations. Wiley-Blackwell (accepted for publication).
Fu, L, Muresan, M., Kwon, T.J., and Shi, X. (2016). Chapter 13: Source Control Strategies for Sustainable WRM, Sustainable Winter Road Operations. Wiley-Blackwell (accepted for publication).
Thakali, L., Kwon, T. J., & Fu, L. (2015). Identification of crash hotspot using kernel density estimation and kriging methods – a comparison. Journal of Modern Transportation. DOI: 10.1007/s40534-0150-0068-0 (Selected as one of the top five downloaded articles published in 2015)
Kwon, T. J., Fu, L. & Jiang, C. (2014). RWIS Stations – Where and How Many to Install: A Cost Benefit Analysis Approach, Canadian Journal of Civil Engineering (CJCE), DOI: 10.1139/cjce-2013-0569
Kwon, T. J., & Fu, L. (2013). Evaluation of alternative criteria for determining the optimal location of RWIS stations. Journal of Modern Transportation, vol. 21., pp 17-27. DOI: 10.1007/s40534-013-0008-9
Kwon, T. J., Fu, L., & Jiang, C. (2013). Effect of Winter Weather and Road Surface Conditions on Macroscopic Traffic Parameters, accepted for publication in Transportation Research Record: Journal of the Transportation Research Board, National Research Council. Washington D.C. DOI: 10.3141/2329-07
Kwon, T.J., Li, J., & Wong, A. (2012). ETVOS: An Enhanced Total Variation Optimization Segmentation Approach for SAR Sea-Ice Image Segmentation, IEEE Transactions on Geoscience and Remote Sensing, 51(2), 925–934. DOI: 10.1109/TGRS.2012.2205259
Kwon, T.J., & Li, J. (2012). Mapping Marine Oil Spills from Space. In J. Yangm X., & Li (Ed.), Advances in Mapping from Remote Sensor Imagery (pp. 361–386). CRC Press, Taylor & Francis.