The US Transportation Collection consists of documents from across all transportation modes with specific focus on research reports from US DOT, state DOTs, and other transportation organizations.
Bookmark this collection: https://rosap.ntl.bts.gov/collection_ust or https://doi.org/10.21949/1530857.
There have been attempts in the past to forensically evaluate subgrade and foundation course strength that underly concrete pavement by Falling Weight Deflectometer (FWD) testing on top of doweled concrete. The accuracy of these data is unknown. The Falling Weight Deflectometer is a trailer mounted, non-destructive testing device that drops a weigh
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Barrett, B., Troxel, K., Dresselhaus, B., & Hansen, D. (2021). Measuring Foundation Course Modulus Using Falling Weight Deflectometer, Light Weight Deflectometer, and Dynamic Cone Penetration. Nebraska. Department of Roads. Materials & Research Division. https://rosap.ntl.bts.gov/view/dot/60906
Barrett, Bruce, Kellie Troxel, Brady Dresselhaus, and David Hansen. Measuring Foundation Course Modulus Using Falling Weight Deflectometer, Light Weight Deflectometer, and Dynamic Cone Penetration. Nebraska. Department of Roads. Materials & Research Division, 2021. https://rosap.ntl.bts.gov/view/dot/60906.
Barrett, Bruce, et al. Measuring Foundation Course Modulus Using Falling Weight Deflectometer, Light Weight Deflectometer, and Dynamic Cone Penetration. Nebraska. Department of Roads. Materials & Research Division, 2021, ROSA P. https://rosap.ntl.bts.gov/view/dot/60906.
Transportation agencies in the U.S. use devices such as loop detectors, automatic traffic recorders (ATR), or weigh-in- motion (WIM) sensors to monitor the performance of traffic network for planning, forecasting, and traffic operations. With a limited number of ATR and WIM sensors deployed throughout the state roadways, temporary double tubes are
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Liao, C. F. (2021). Refining Inductive Loop Signature Technology for Statewide Vehicle Classification Counts (Report No. MN 2021-27). Minnesota. Department of Transportation. https://rosap.ntl.bts.gov/view/dot/62297
Liao, Chen-Fu. Refining Inductive Loop Signature Technology for Statewide Vehicle Classification Counts. Report no. MN 2021-27. Minnesota. Department of Transportation, 2021. https://rosap.ntl.bts.gov/view/dot/62297.
Liao, Chen-Fu Refining Inductive Loop Signature Technology for Statewide Vehicle Classification Counts. Minnesota. Department of Transportation, 2021, Report no. MN 2021-27, ROSA P. https://rosap.ntl.bts.gov/view/dot/62297.
A new field monitoring approach in the form of metallic capsules is developed to evaluate Benzene and PCE diffusion through concrete pipe gaskets. The capsules are developed and tested with three gasket materials: Neoprene, Buna-N, and Viton. To validate the monitoring approach and develop field retrieval protocol, capsules were deployed in three c
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Hosseini, P., Faeli, Z., Jativa, F., Gabr, M., Knappe, D., & Pour-Ghaz, M. (2021). Field Evaluation of Hardening Methods for Subsurface Utilities and Drainage Pipes (Report No. NCDOT Project #2020-05). North Carolina Department of Transportation. Research and Development Unit. https://rosap.ntl.bts.gov/view/dot/67428
Hosseini, Payam, Zahra Faeli, Francisco Jativa, Mohammed Gabr, Detlef Knappe, and Mohammad Pour-Ghaz. Field Evaluation of Hardening Methods for Subsurface Utilities and Drainage Pipes. Report no. NCDOT Project #2020-05. North Carolina Department of Transportation. Research and Development Unit, 2021. https://rosap.ntl.bts.gov/view/dot/67428.
Hosseini, Payam, et al. Field Evaluation of Hardening Methods for Subsurface Utilities and Drainage Pipes. North Carolina Department of Transportation. Research and Development Unit, 2021, Report no. NCDOT Project #2020-05, ROSA P. https://rosap.ntl.bts.gov/view/dot/67428.
This project developed and tested 44 bridge and 12 culvert deterioration models. Out of these, 38 bridge and 8 culvert models were validated and implemented into 9 Excel workbooks, where forecasts can be updated with new inspections. The 3 National Bridge Inventory (NBI)/PonTex bridge ratings: deck, superstructure and substructure (respectively Ite
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Weissmann, J., Weissmann, A. J., & Montoya, A. H. (2021). Bridge and Culvert Deterioration Models Using National Bridge Inventory Data (Report No. FHWA/TX-21/0-6979-1, 0-6979-1). University of Texas at San Antonio. Dept. of Civil and Environmental Engineering. https://rosap.ntl.bts.gov/view/dot/60551
Weissmann, José, Angela Jannini Weissmann, and Arturo H Montoya. Bridge and Culvert Deterioration Models Using National Bridge Inventory Data. Report no. FHWA/TX-21/0-6979-1, 0-6979-1. University of Texas at San Antonio. Dept. of Civil and Environmental Engineering, 2021. https://rosap.ntl.bts.gov/view/dot/60551.
Weissmann, José, et al. Bridge and Culvert Deterioration Models Using National Bridge Inventory Data. University of Texas at San Antonio. Dept. of Civil and Environmental Engineering, 2021, Report no. FHWA/TX-21/0-6979-1, 0-6979-1, ROSA P. https://rosap.ntl.bts.gov/view/dot/60551.
This research synthesis surveys recent literature from 2011 to 2020 on the environmental and economic effects of high-speed rail (HSR) projects from across the globe, with relevant lessons for implementation of the California High-Speed Rail (CAHSR) project. Recent literature shows that—under the right conditions—HSR can lead to both environmental
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Karpman, J. (2021). Brace for Impact: The Environmental and Economic Effects of Shifting Passenger Travel from Airplanes to High-Speed Rail (Report No. UC-ITS-2021-52). University of California Institute of Transportation Studies. http://doi.org/10.17610/T6N593
Karpman, Jason. Brace for Impact: The Environmental and Economic Effects of Shifting Passenger Travel from Airplanes to High-Speed Rail. Report no. UC-ITS-2021-52. University of California Institute of Transportation Studies, 2021. http://doi.org/10.17610/T6N593.
Karpman, Jason Brace for Impact: The Environmental and Economic Effects of Shifting Passenger Travel from Airplanes to High-Speed Rail. University of California Institute of Transportation Studies, 2021, Report no. UC-ITS-2021-52, ROSA P. http://doi.org/10.17610/T6N593.
This report presents, in detail, the development and implementation of a wireless solar powered DAQ system for continuous real-time monitoring of the Sagamore Parkway Bridge using the data collected from strain gauges installed in the bridge pier and its foundation piles. The data analysis showed that there is no significant change in the load-sett
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Raja, R. A., Kilic, M., Prezzi, M., Salgado, R., & Han, F. (2021). Implementation Study: Continuous, Wireless Data Collection and Monitoring of the Sagamore Parkway Bridge (Report No. FHWA/IN/JTRP-2022/09). Purdue University. Joint Transportation Research Program. https://doi.org/10.5703/1288284317367
Raja, Rameez Ali, Mustafa Kilic, Monica Prezzi, Rodrigo Salgado, and Fei Han. Implementation Study: Continuous, Wireless Data Collection and Monitoring of the Sagamore Parkway Bridge. Report no. FHWA/IN/JTRP-2022/09. Purdue University. Joint Transportation Research Program, 2021. https://doi.org/10.5703/1288284317367.
Raja, Rameez Ali, et al. Implementation Study: Continuous, Wireless Data Collection and Monitoring of the Sagamore Parkway Bridge. Purdue University. Joint Transportation Research Program, 2021, Report no. FHWA/IN/JTRP-2022/09, ROSA P. https://doi.org/10.5703/1288284317367.
With increases in the use of precast concrete panels (PCPs) in Texas bridges, ensuring acceptable deck cracking behavior is of paramount importance to avoid long-term maintenance problems. The purpose of this study is to understand the cracking behavior of reinforced concrete bridge decks with precast concrete panels in the negative moment regions
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Ge, X., Munsterman, K., Deng, X., Reichenbach, M., Park, S., Helwig, T., Engelhardt, M. D., Williamson, E., & Bayrak, O. (2021). Designing for Deck Stress Over Precast Panels in Negative Moment Regions (Report No. FHWA/TX-21/0-6909-1/5-6909-01-1). University of Texas at Austin. Center for Transportation Research. https://rosap.ntl.bts.gov/view/dot/60859
Ge, Xiaomeng, Keaton Munsterman, Xianjue Deng, Matt Reichenbach, Sunghyun Park, Todd Helwig, Michael D. Engelhardt, Eric Williamson, and Oguzhan Bayrak. Designing for Deck Stress Over Precast Panels in Negative Moment Regions. Report no. FHWA/TX-21/0-6909-1/5-6909-01-1. University of Texas at Austin. Center for Transportation Research, 2021. https://rosap.ntl.bts.gov/view/dot/60859.
Ge, Xiaomeng, et al. Designing for Deck Stress Over Precast Panels in Negative Moment Regions. University of Texas at Austin. Center for Transportation Research, 2021, Report no. FHWA/TX-21/0-6909-1/5-6909-01-1, ROSA P. https://rosap.ntl.bts.gov/view/dot/60859.
Cracks and their formations in concrete structures have been a common and long-lived problem, mainly due to the intrinsic brittleness of the concrete. Concrete structures, such as rigid pavement and bridge decks, are prone to deformations and deteriorations caused by shrinkage, temperature fluctuation, and traffic load, which can affect their servi
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Huang, C., Su, Y. F., & Lu, N. (. (2021). Self-Healing Cementitious Composites (SHCC) with Ultrahigh Ductility for Pavement and Bridge Construction (Report No. FHWA/IN/JTRP-2021/36). Purdue University. Joint Transportation Research Program. https://rosap.ntl.bts.gov/view/dot/61854
Huang, Cihang, Yen-Fang Su, and Na (Luna) Lu. Self-Healing Cementitious Composites (SHCC) with Ultrahigh Ductility for Pavement and Bridge Construction. Report no. FHWA/IN/JTRP-2021/36. Purdue University. Joint Transportation Research Program, 2021. https://rosap.ntl.bts.gov/view/dot/61854.
Huang, Cihang, et al. Self-Healing Cementitious Composites (SHCC) with Ultrahigh Ductility for Pavement and Bridge Construction. Purdue University. Joint Transportation Research Program, 2021, Report no. FHWA/IN/JTRP-2021/36, ROSA P. https://rosap.ntl.bts.gov/view/dot/61854.
This study evaluated a variety of design interventions using nature-based solutions to preserve a culture resource on Bird-Long Island and promote indigenous vegetative communities by maintaining or increasing vegetative biodiversity. Several alternatives were proposed that utilized a combination of green and gray infrastructure, such as living sho
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Alexander, C., Calabria, J., Haas, K., Hutchinson, S., Muscalus, A. C., Dolatowski, E., Broich, K., Lammers, R., & Bledsoe, B. (2021). Bird-Long Island Management Study Phase 2A: Enhancement and Restoration Interventions for Bird-Long Island Shoreline Alternatives: Design and Modeling for Stewardship (Report No. FHWA-GA-21-1905). Georgia. Department of Transportation. Office of Performance-Based Management & Research. https://rosap.ntl.bts.gov/view/dot/64853
Alexander, Clark, Jon Calabria, Kevin Haas, Sarah Hutchinson, Alexandra C. Muscalus, Emily Dolatowski, Kelsey Broich, Rod Lammers, and Brian Bledsoe. Bird-Long Island Management Study Phase 2A: Enhancement and Restoration Interventions for Bird-Long Island Shoreline Alternatives: Design and Modeling for Stewardship. Report no. FHWA-GA-21-1905. Georgia. Department of Transportation. Office of Performance-Based Management & Research, 2021. https://rosap.ntl.bts.gov/view/dot/64853.
Alexander, Clark, et al. Bird-Long Island Management Study Phase 2A: Enhancement and Restoration Interventions for Bird-Long Island Shoreline Alternatives: Design and Modeling for Stewardship. Georgia. Department of Transportation. Office of Performance-Based Management & Research, 2021, Report no. FHWA-GA-21-1905, ROSA P. https://rosap.ntl.bts.gov/view/dot/64853.
To demonstrate the value of research and its implementation, the Governor’s Office requested an annual financial analysis of the Indiana Department of Transportation (INDOT) Research Program to determine the return on the research investment (ROI). The current financial analysis is for 11 research projects that completed in FY 2020. Analyses on pre
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McCullouch, B. (2021). INDOT Research Program Benefit Cost Analysis—Return on Investment for Projects Completed in FY 2020 (Report No. FHWA/IN/JTRP-2021/35). Purdue University. Joint Transportation Research Program. https://doi.org/10.5703/1288284317265
McCullouch, Bob. INDOT Research Program Benefit Cost Analysis—Return on Investment for Projects Completed in FY 2020. Report no. FHWA/IN/JTRP-2021/35. Purdue University. Joint Transportation Research Program, 2021. https://doi.org/10.5703/1288284317265.
McCullouch, Bob INDOT Research Program Benefit Cost Analysis—Return on Investment for Projects Completed in FY 2020. Purdue University. Joint Transportation Research Program, 2021, Report no. FHWA/IN/JTRP-2021/35, ROSA P. https://doi.org/10.5703/1288284317265.
This study evaluated and developed machine learning models for pavement surface classification to enhance accuracy and reliability using advanced computational techniques. Initially, a detailed literature review on pavement texture and measurement methods provided a foundation for developing a prototype system. This system, integrating laser scanne
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Sabillon, C., Inoue, D., Li, R., Hooton, A., Huang, R., Xu, H., Hernandez, J., & Prozzi, J. A. (2021). Determination of Pavement Surface Type (Report No. FHWA/TX-25/0-7139). University of Texas at Austin. Center for Transportation Research. https://rosap.ntl.bts.gov/view/dot/80879
Sabillon, Christian, Danilo Inoue, Ruohan Li, Anna Hooton, Robing Huang, Hongbin Xu, Joaquin Hernandez, and Jorge A. Prozzi. Determination of Pavement Surface Type. Report no. FHWA/TX-25/0-7139. University of Texas at Austin. Center for Transportation Research, 2021. https://rosap.ntl.bts.gov/view/dot/80879.
Sabillon, Christian, et al. Determination of Pavement Surface Type. University of Texas at Austin. Center for Transportation Research, 2021, Report no. FHWA/TX-25/0-7139, ROSA P. https://rosap.ntl.bts.gov/view/dot/80879.
The major objective of this study was to evaluate the use of non-destructive evaluation (NDE) test methods to identify moisture damage in the field, to classify surface cracking in flexible pavements as top-down or bottom-up cracking, and to predict roughness conditions from surface images. NDE test methods evaluated in this study included Traffic
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Elseifi, M. A., Dhakal, N., Abohamer, H., Ma, Y., & Zihan, Z. U. A. (2021). Cost-Effective Detection and Repair of Moisture Damage in Pavements (Report No. FHWA/LA.17/657). Louisiana Transportation Research Center. https://rosap.ntl.bts.gov/view/dot/61207
Elseifi, Mostafa A., Nirmal Dhakal, Hossam Abohamer, Ye Ma, and Zia U. A. Zihan. Cost-Effective Detection and Repair of Moisture Damage in Pavements. Report no. FHWA/LA.17/657. Louisiana Transportation Research Center, 2021. https://rosap.ntl.bts.gov/view/dot/61207.
Elseifi, Mostafa A., et al. Cost-Effective Detection and Repair of Moisture Damage in Pavements. Louisiana Transportation Research Center, 2021, Report no. FHWA/LA.17/657, ROSA P. https://rosap.ntl.bts.gov/view/dot/61207.
Montana Department of Transportation (MDT) planned to replace the soft clay layer of their test pit for Falling Weight Deflectometer (FWD) calibration with a geofoam layer hoping to increase the operational lifetime of the test pit. In this research, the possibility of replacing the clay layer with a geofoam layer was investigated using dynamic res
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Sadeghiamirshahidi, M., & Speece, M. (2021). Numerical Modeling of the Test Pit for Falling Weight Deflectometer Calibration (Report No. FHWA/MT-21-010/9921-806). Montana. Department of Transportation. Research Programs. https://doi.org/10.21949/1518319
Sadeghiamirshahidi, Mohammadhossein and Marvin Speece. Numerical Modeling of the Test Pit for Falling Weight Deflectometer Calibration. Report no. FHWA/MT-21-010/9921-806. Montana. Department of Transportation. Research Programs, 2021. https://doi.org/10.21949/1518319.
Sadeghiamirshahidi, Mohammadhossein, and Marvin Speece Numerical Modeling of the Test Pit for Falling Weight Deflectometer Calibration. Montana. Department of Transportation. Research Programs, 2021, Report no. FHWA/MT-21-010/9921-806, ROSA P. https://doi.org/10.21949/1518319.
This research assessed the impact of USEPA's AERMOD dispersion model (version of 19191) source types on predicted pollutant concentrations via a case study for the I-75/I-575 Northwest Corridor (NWC) in Atlanta, GA. Using MOVES-Matrix for MOVES 2014b, carbon monoxide (CO) emissions rates for every hour of a one-year study period were generated usin
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Guensler, R., Lu, H., Reichard, W. (., Dai, Z., Xia, T., Guin, A., & Rodgers, M. O. (2021). AERMOD, RLINE, and RLINEXT Case Study Analyses in Atlanta, Georgia (Report No. FHWA-GA-21-2024). Georgia. Department of Transportation. Office of Performance-Based Management & Research. https://rosap.ntl.bts.gov/view/dot/59253
Guensler, Randall, Hongyu Lu, William (Will) Reichard, Ziyi Dai, Tian Xia, Angshuman Guin, and Michael O. Rodgers. AERMOD, RLINE, and RLINEXT Case Study Analyses in Atlanta, Georgia. Report no. FHWA-GA-21-2024. Georgia. Department of Transportation. Office of Performance-Based Management & Research, 2021. https://rosap.ntl.bts.gov/view/dot/59253.
Guensler, Randall, et al. AERMOD, RLINE, and RLINEXT Case Study Analyses in Atlanta, Georgia. Georgia. Department of Transportation. Office of Performance-Based Management & Research, 2021, Report no. FHWA-GA-21-2024, ROSA P. https://rosap.ntl.bts.gov/view/dot/59253.
Conversion of traditional intersections (stop controlled and signalized) to modern RABs has been a growing practice in many countries around the world including the U.S. – largely due to the benefits of reduction in crash frequency and severity, capacity improvement, and operational improvement. However, construction of traditional RABs is costly a
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Naik, B., Dey, K. C., Woo, J., Roy, A. K., Hossein, M. A., Bachy, A., & Sperry, B. R. (2021). Intersection Modifications Using Mini-/Modular-Roundabouts (Report No. FHWA/OH-2021-32). Ohio. Dept. of Transportation. Office of Statewide Planning and Research. https://rosap.ntl.bts.gov/view/dot/64259
Naik, Bhaven, Kakan Chandra Dey, Jeyoung Woo, Amit Kumar Roy, Md Amdad Hossein, Alex Bachy, and Benjamin R. Sperry. Intersection Modifications Using Mini-/Modular-Roundabouts. Report no. FHWA/OH-2021-32. Ohio. Dept. of Transportation. Office of Statewide Planning and Research, 2021. https://rosap.ntl.bts.gov/view/dot/64259.
Naik, Bhaven, et al. Intersection Modifications Using Mini-/Modular-Roundabouts. Ohio. Dept. of Transportation. Office of Statewide Planning and Research, 2021, Report no. FHWA/OH-2021-32, ROSA P. https://rosap.ntl.bts.gov/view/dot/64259.
This research project produces a statewide airspace network, delivery schedule, and truck/drone fleet mix. The airspace network is optimized to ensure that drones are strategically deconflicted as required by NASA and the total energy over that day is minimized. Such an airspace network is realized in a web-based platform, named the Utah Advanced A
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Sacharny, D., & Liu, X. C. (2021). Strategic Deployment of Drone Centers and Fleet Size Planning for Drone Delivery (Report No. UT- 21.33). Utah Department of Transportation. https://rosap.ntl.bts.gov/view/dot/60874
Sacharny, David and Xiaoyue Cathy Liu. Strategic Deployment of Drone Centers and Fleet Size Planning for Drone Delivery. Report no. UT- 21.33. Utah Department of Transportation, 2021. https://rosap.ntl.bts.gov/view/dot/60874.
Sacharny, David, and Xiaoyue Cathy Liu Strategic Deployment of Drone Centers and Fleet Size Planning for Drone Delivery. Utah Department of Transportation, 2021, Report no. UT- 21.33, ROSA P. https://rosap.ntl.bts.gov/view/dot/60874.
The ORITE team utilized a multi-part approach to addressing the research problem, including literature review, field traffic noise data collection, statistical analysis, and modeling of the traffic noise using the TNM software package.
Sperry, B. R., Destocki, D., Cubick, K. L., & Rochat, J. (2021). Noise Model-to-Monitor Case Study [Fact Sheet]. Ohio Research Institute for Transportation and the Environment. https://rosap.ntl.bts.gov/view/dot/64237
Sperry, Benjamin R., Devon Destocki, Karel L. Cubick, and Judy Rochat. Noise Model-to-Monitor Case Study [Fact Sheet]. Ohio Research Institute for Transportation and the Environment, 2021. https://rosap.ntl.bts.gov/view/dot/64237.
Sperry, Benjamin R., et al. Noise Model-to-Monitor Case Study [Fact Sheet]. Ohio Research Institute for Transportation and the Environment, 2021, ROSA P. https://rosap.ntl.bts.gov/view/dot/64237.
This report examines if and to what extent state-level transportation departments in four states incorporate race and equity considerations into transportation planning technical analyses and modeling practices, particularly for long-range transportation plans, and how such equity-infused practices can be improved. The research team examined releva
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Ong, P. M., Bryant, C., Gonzalez, S. R., Tadayon, J., Pech, C., & Garrett, M. (2021). Assessing the Incorporation of Racial Equity into Analytical and Modeling Practices in Transportation Planning (Report No. UC-ITS-2021-60). University of California, Los Angeles. Institute of Transportation Studies. https://doi.org/10.7922/G2QJ7FMF
Ong, Paul M., Chelsey Bryant, Silvia R. Gonzalez, Jared Tadayon, Chhandara Pech, and Mark Garrett. Assessing the Incorporation of Racial Equity into Analytical and Modeling Practices in Transportation Planning. Report no. UC-ITS-2021-60. University of California, Los Angeles. Institute of Transportation Studies, 2021. https://doi.org/10.7922/G2QJ7FMF.
Ong, Paul M., et al. Assessing the Incorporation of Racial Equity into Analytical and Modeling Practices in Transportation Planning. University of California, Los Angeles. Institute of Transportation Studies, 2021, Report no. UC-ITS-2021-60, ROSA P. https://doi.org/10.7922/G2QJ7FMF.
Data about mobility provides information to improve city planning, identify traffic patterns, detect traffic jams, and route vehicles around them. This data often contains proprietary and personal information that companies and individuals do not wish others to know, for competitive and personal reasons. This sets up a paradox: the data needs to be
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Bishop, M. (2021). Sanitization of Transportation Data: Policy Implications and Gaps (Report No. UC-ITS-2020-04). University of California Institute of Transportation Studies. https://doi.org/10.7922/G2NS0S6B
Bishop, Matt. Sanitization of Transportation Data: Policy Implications and Gaps. Report no. UC-ITS-2020-04. University of California Institute of Transportation Studies, 2021. https://doi.org/10.7922/G2NS0S6B.
Bishop, Matt Sanitization of Transportation Data: Policy Implications and Gaps. University of California Institute of Transportation Studies, 2021, Report no. UC-ITS-2020-04, ROSA P. https://doi.org/10.7922/G2NS0S6B.
With the advent of probe data, there is a need to virtualize many of the Traffic Management Center (TMC) tools used for analyzing work zones, severe crashes, winter operations, moving maintenance operations, and providing dashboards characterizing overall system mobility. Traditional tools have evolved over the past several years and it is importan
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Mathew, J. K., Li, H., Desai, J., Sakhare, R. S., Carranza, E. S., Hunter, M., Scholer, B., & Bullock, D. M. (2021). Integration of Probe Data Tools into TMC Operations (Report No. FHWA/IN/JTRP-2022/01). Purdue University. Joint Transportation Research Program. https://doi.org/10.5703/1288284317363
Mathew, Jijo K, Howell Li, Jairaj Desai, Rahul Suryakant Sakhare, Enrique Saldivar Carranza, Margaret Hunter, Benjamin Scholer, and Darcy M. Bullock. Integration of Probe Data Tools into TMC Operations. Report no. FHWA/IN/JTRP-2022/01. Purdue University. Joint Transportation Research Program, 2021. https://doi.org/10.5703/1288284317363.
Mathew, Jijo K, et al. Integration of Probe Data Tools into TMC Operations. Purdue University. Joint Transportation Research Program, 2021, Report no. FHWA/IN/JTRP-2022/01, ROSA P. https://doi.org/10.5703/1288284317363.
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