A spatial panel regression model to measure the effect of weather events on freight truck traffic

References

• Akter, T., and S. Hernandez. 2019a. “Measuring the Effect of Weather Events on Long-Haul Truck Traffic Using Anonymous Truck GPS Data.” Presented at the AASHTO 2019 GIS for Transportation Symposium, Florida, April.
   Google Scholar
• Akter, T., and S. Hernandez. 2019b. “Truck Activity Pattern Classification Using Anonymous Mobile Sensor Data”, Presented at the 2019 Innovations in Freight Data Workshop, Irvine, California, April.
   Google Scholar
• Anselin, L. 2005. “Exploring spatial data with GeoDaTM: A workbook, Spatial Analysis Laboratory, Department of Agricultural and Consumer Economics.” University of Illinois, 244.
   Google Scholar
• Bardal, Kjersti Granås. 2017. “Impacts of Adverse Weather on Arctic Road Transport.” Journal of Transport Geography 59: 49–58. doi: 10.1016/j.jtrangeo.2017.01.007
   Web of Science ®Google Scholar
• Belotti, Federico, Gordon Hughes, and Andrea Piano Mortari. 2016. “Spatial Panel Data Models Using Stata.”
   Google Scholar
• Cliff, Andrew David, J. K. Ord, P. Haggett, and G. R. Versey. 1981. Spatial Diffusion: An Historical Geography of Epidemics in an Island Community. Vol. 14. Cambridge: CUP Archive.
   Google Scholar
• Cools, Mario, Elke Moons, Lieve Creemers, and Geert Wets. 2010. “Changes in Travel Behavior in Response to Weather Conditions: do Type of Weather and Trip Purpose Matter?” Transportation Research Record 2157 (1): 22–28. doi: 10.3141/2157-03
   Web of Science ®Google Scholar
• CPCS Transcom Inc. 2018. “Freight System Reliability in COMPASS Region.” COMPASS Freight Study. Client Reference No. RFQ 2017-02, January 19. http://www.compassidaho.org/documents/prodserv/CIM2040_20/FreightStudy2017_SystemReliability.pdf
   Google Scholar
• Datla, Sandeep, Prasanta Sahu, Hyuk-Jae Roh, and Satish Sharma. 2013. “A Comprehensive Analysis of the Association of Highway Traffic with Winter Weather Conditions.” Procedia-social and Behavioral Sciences 104: 497–506. doi: 10.1016/j.sbspro.2013.11.143
   Google Scholar
• Datla, Sandeep, and Satish Sharma. 2010. “Variation of Impact of Cold Temperature and Snowfall and Their Interaction on Traffic Volume.” Transportation Research Record: Journal of the Transportation Research Board 2169: 107–115. doi: 10.3141/2169-12
   Web of Science ®Google Scholar
• Debarsy, Nicolas, Cem Ertur, and James P. Lesage. 2012. “Interpreting Dynamic Space-Time Panel Data Models.” Statistical Methodology 9 (1–2): 158–171. doi: 10.1016/j.stamet.2011.02.002
   Web of Science ®Google Scholar
• Dong, Chunjiao, Zhihua Xiong, Chunfu Shao, and Hui Zhang. 2015. “A Spatial–Temporal-Based State Space Approach for Freeway Network Traffic Flow Modelling and Prediction.” Transportmetrica A: Transport Science 11 (7): 547–560. doi: 10.1080/23249935.2015.1030003
   Web of Science ®Google Scholar
• Elhorst, J. P. 2014. “Spatial Panel Data Models.” In Spatial Econometrics, edited by H. Folmer, M. Partridge, G. Duranton, D. P. McMillan, A. Rodríguez-Pose, and H. W. C. Yeung, 37–93. Berlin: Springer.
   Google Scholar
• FHWA. 2013. “Traffic Monitoring Guide.” U.S. Department of Transportation, 2019. Accessed May 16, 2019. https://www.fhwa.dot.gov/policyinformation/tmguide/tmg_2013/vehicle-types.cfm.
   Google Scholar
• FHWA. 2017. “Freight and Congestion - FHWA Freight Management and Operations.” Accessed May 16, 2019. https://ops.fhwa.dot.gov/freight/freight_analysis/freight_story/congestion.htm.
   Google Scholar
• FHWA. 2018a. Long-Term Pavement Performance (LTPP). Accessed January 16, 2018. https://infopave.fhwa.dot.gov/Data/ClimateTool?mode=country.
   Google Scholar
• FHWA. 2018b. “Status of the Nation's Highways, Bridges, and Transit Conditions and Performance: 23rd Edition: Part Iii: Highway Freight Transportation - Report to Congress - Part Iii: Highway Freight Transportation Conditions and Performance - Chapter 11: Freight Transportation - Fhwa Office of Operations.” Bureau of Transportation Statistics and FHWA, Freight Analysis Framework, version 4, 2018. Accessed May 16, 2018. https://ops.fhwa.dot.gov/freight/infrastructure/nfn/rptc/cp23hwyfreight/iii_ch11.htm#ch11-freight.
   Google Scholar
• FHWA. 2019. “Freight Demand Modeling and Data Improvement - FHWA Freight Management and Operations.” Maricopa Association of Governments, 2019. Accessed May 15, 2019. https://ops.fhwa.gov/freight/freight_analysis/fdmdi/index.htm.
   Google Scholar
• Fu, Xiao, William HK Lam, and Qiang Meng. 2014. “Modelling Impacts of Adverse Weather Conditions on Activity–Travel Pattern Scheduling in Multi-Modal Transit Networks.” Transportmetrica B: Transport Dynamics 2 (2): 151–167.
   Web of Science ®Google Scholar
• Hallenbeck, Mark, Mian Rice, Betty Smith, C. Cornell-Martinez, and Joe Wilkinson. 1997. Vehicle Volume Distributions by Classification. No. FHWA-PL-97-025.
   Google Scholar
• Hanbali, Rashad M., and David A. Kuemmel. 1993. “Traffic Volume Reductions due to Winter Storm Conditions.” Transportation Research Record 1387: 159–164.
   Google Scholar
• Hsiao, C. 2005. Why panel data? University of Southern California. IEPR working paper 05.33.
   Google Scholar
• Hyun, Kyung. 2016. “Network-Wide Truck Tracking Using Advanced Point Detector Data.” PhD diss., UC Irvine.
   Google Scholar
• Ivanov, Barbara, George Xu, Tonia Buell, Danna Moore, Bruce Austin, and Yi-Jen Wang. 2008. Storm-Related Closures of I-5 and I-90: Freight Transportation Economic Impact Assessment Report Winter 2007–2008. No. WA-RD 708.1.
   Google Scholar
• Keay, Kevin, and Ian Simmonds. 2005. “The Association of Rainfall and Other Weather Variables with Road Traffic Volume in Melbourne, Australia.” Accident Analysis & Prevention 37 (1): 109–124. doi: 10.1016/j.aap.2004.07.005
   PubMed Web of Science ®Google Scholar
• Knapp, Keith, and Leland Smithson. 2000. “Winter Storm Event Volume Impact Analysis Using Multiple-Source Archived Monitoring Data.” Transportation Research Record: Journal of the Transportation Research Board 1700: 10–16. doi: 10.3141/1700-03
   Google Scholar
• Kockelman, Kara. 1998. “Changes in Flow-Density Relationship due to Environmental, Vehicle, and Driver Characteristics.” Transportation Research Record: Journal of the Transportation Research Board 1644: 47–56. doi: 10.3141/1644-06
   Web of Science ®Google Scholar
• LeSage, James, and Robert Kelley Pace. 2009. Introduction to Spatial Econometrics. London: Chapman and Hall/CRC.
   Google Scholar
• Maze, Thomas H., Manish Agarwal, and Garrett Burchett. 2006. “Whether Weather Matters to Traffic Demand, Traffic Safety, and Traffic Operations and Flow.” Transportation Research Record 1948 (1): 170–176. doi: 10.1177/0361198106194800119
   Google Scholar
• Maze, Thomas H., Michael R. Crum, and Garrett Burchett. 2005. “An Investigation of User Costs and Benefits of Winter Road Closures.”.
   Google Scholar
• Melillo, Jerry M. 2014. Climate Change Impacts in the United States, Highlights: US National Climate Assessment. Washington, DC: Government Printing Office.
   Google Scholar
• NOAA. 2015. Us Department of Commerce, National Weather Service, and Service National Weather. “Dew Point Vs Humidity.” [In En-us]. (December 4th 2015 3:51 PM 2015).
   Google Scholar
• Pierce, David, and Jeffrey Short. 2012. “Road Closures and Freight Diversion: Analysis with Empirical Data.” Transportation Research Record 2269 (1): 51–57. doi: 10.3141/2269-06
   Web of Science ®Google Scholar
• Roh, Hyuk-Jae, Sandeep Datla, and Satish Sharma. 2013. “Effect of Snow, Temperature and Their Interaction on Highway Truck Traffic.” Journal of Transportation Technologies 3 (1): 24. doi: 10.4236/jtts.2013.31003
   Google Scholar
• Roh, Hyuk-Jae, Satish Sharma, and Sandeep Datla. 2014. “The Impact of Cold and Snow on Weekday and Weekend Highway Total and Passenger Cars Traffic Volumes.” The Open Transportation Journal 8 (1): 62–72. doi: 10.2174/1874447801408010062
   Google Scholar
• Roh, Hyuk-Jae, Satish Sharma, Prasanta K. Sahu, and Sandeep Datla. 2015. “Analysis and Modeling of Highway Truck Traffic Volume Variations During Severe Winter Weather Conditions in Canada.” Journal of Modern Transportation 23 (3): 228–239. doi: 10.1007/s40534-015-0082-2
   Web of Science ®Google Scholar
• Rowell, Maura, Andrea Gagliano, Zun Wang, Anne Goodchild, Jeremy Sage, and Eric Jessup. 2012. Improving Statewide Freight Routing Capabilities for Sub-National Commodity Flows. No. WA-RD 792.1. University of Washington.
   Google Scholar
• Shang, Pan, Ruimin Li, Zhiyong Liu, and Xun Li. 2015. “Inclement Weather Impacts on Urban Traffic Conditions.” In CICTP 2015, 2213–2227.
   Google Scholar
• Sun, Zhanbo, and Xuegang Jeff Ban. 2013. “Vehicle Classification Using GPS Data.” Transportation Research Part C: Emerging Technologies 37: 102–117. doi: 10.1016/j.trc.2013.09.015
   Web of Science ®Google Scholar
• Tessier, Marc-André, Catherine Morency, and Nicolas Saunier. 2016. Impact of Weather Conditions on Traffic: Case Study of Montreal’s Winter. No. 16-6846.
   Google Scholar
• Tobler, Waldo R. 1970. “A Computer Movie Simulating Urban Growth in the Detroit Region.” Economic Geography 46 (sup1): 234–240. doi: 10.2307/143141
   Web of Science ®Google Scholar
• Winston, Clifford, and Chad Shirley. 2004. “The Impact of Congestion on Shippers’ Inventory Costs.” Federal Highway Administration, Washington DC.
   Google Scholar