{"id":1311,"date":"2023-07-14T04:11:32","date_gmt":"2023-07-14T04:11:32","guid":{"rendered":"https:\/\/zhuoyao.net\/?page_id=1311"},"modified":"2025-12-24T18:41:00","modified_gmt":"2025-12-24T18:41:00","slug":"pub","status":"publish","type":"page","link":"https:\/\/zhuoyao.net\/index.php\/pub\/","title":{"rendered":"Publications"},"content":{"rendered":"
<\/a><\/form>\r\n \r\n \r\n \r\n
\r\n

Journal Articles<\/h3>\r\n <\/td>\r\n <\/tr>

38.<\/td>

Huang, Shengli; Ramirez, Carlos; Conway, Scott; Evans, Kirt; Chu, Christine; McElhaney, Marcus; Hart, Rodney; Kennedy, Kama; Kohler, Tanya; Yao, Zhuo<\/p>

LITIDA: a cost-effective non-parametric imputation approach to estimate LiDAR-detected tree diameters over a large heterogeneous area (Journal Article<\/span>)<\/p>

In: <\/span>Forestry An International Journal of Forest Research, <\/span>no. 00, <\/span>pp. 1\u201313, <\/span>2019<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

37.<\/td>

Huang, Shengli; Ramirez, C; McElhaney, M; Clark, C; Yao, Zhuo<\/p>

Quantifying spatiotemporal post-disturbance recovery using field inventory, tree growth, and remote sensing (Journal Article<\/span>)<\/p>

In: <\/span>Earth and Space Science, <\/span>vol. 6, <\/span>no. 3, <\/span>pp. 489\u2013504, <\/span>2019<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

36.<\/td>

Yao, Zhuo; Wei, Heng; Perugu, Harikishan<\/p>

A Heuristic Approach for Quantifying Household Travel GHG Emissions Using GPS Survey and Spatial Correlations-The Cincinnati Case Study (Journal Article<\/span>)<\/p>

In: <\/span>Environment Pollution and Climate Change, <\/span>vol. 1, <\/span>no. 2, <\/span>2017<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

35.<\/td>

Perugu, Harikishan; Wei, Heng; Yao, Zhuo<\/p>

Developing high-resolution urban scale heavy-duty truck emission inventory using the data-driven truck activity model output (Journal Article<\/span>)<\/p>

In: <\/span>Atmospheric environment, <\/span>vol. 155, <\/span>pp. 210\u2013230, <\/span>2017<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

34.<\/td>

Andrew Rohne Zhuo Yao, Jonathan Corey; Perugu, Harikishan<\/p>

Connecting Household Socioeconomics and Travel Carbon Footprint: Empirical Results from High-Resolution GPS Household Travel Survey (Journal Article<\/span>)<\/p>

In: <\/span>2016<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

33.<\/td>

Yao, Zhuo; Wei, Heng; Li, Zhixia; Corey, Jonathan<\/p>

Fuzzy c-means image segmentation approach for axle-based vehicle classification (Journal Article<\/span>)<\/p>

In: <\/span>Transportation Research Record, <\/span>vol. 2595, <\/span>no. 1, <\/span>pp. 68\u201377, <\/span>2016<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

32.<\/td>

Perugu, Harikishan; Wei, Heng; Yao, Zhuo<\/p>

Integrated data-driven modeling to estimate PM2. 5 pollution from heavy-duty truck transportation activity over metropolitan area (Journal Article<\/span>)<\/p>

In: <\/span>Transportation Research Part D: Transport and Environment, <\/span>vol. 46, <\/span>pp. 114\u2013127, <\/span>2016<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

31.<\/td>

Yao, Zhuo; Wei, Heng; Rohne, Andrew; Corey, Jonathan; Perugu, Harikishan; Hao, Liu<\/p>

Connecting Household Socioeconomics and Travel Carbon Footprint: Empirical Results from High-Resolution GPS Household Travel Survey (Journal Article<\/span>)<\/p>

In: <\/span>2015<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

30.<\/td>

Yao, Zhuo<\/p>

Scenario-based Carbon Footprint Inventory Tool for Urban Sustainable Development Decision Support: The Cincinnati Case Study (Journal Article<\/span>)<\/p>

In: <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

29.<\/td>

Yao, Zhuo; Wei, Heng; Perugu, Harikishan; Liu, Hao<\/p>

Sensitivity analysis for MOVES running emissions: a latin hypercube sampling-based approach (Journal Article<\/span>)<\/p>

In: <\/span>vol. 1, <\/span>no. 2, <\/span>pp. 2907\u20132918, <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

28.<\/td>

Li, Zhixia; Wei, Heng; Yao, Zhuo; Xiong, Hui; Yan, Xuedong<\/p>

Optimized Advance Detector Configuration for Option Zone Protection at High-Speed Signalized Intersections (Journal Article<\/span>)<\/p>

In: <\/span>Transportation research record, <\/span>vol. 2355, <\/span>no. 1, <\/span>pp. 60\u201372, <\/span>2013<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

27.<\/td>

Liu, Hao; Wei, Heng; Yao, Zhuo; Ai, Qingyi; Ren, Hui<\/p>

Effects of collision avoidance system on driving patterns in curve road conflicts (Journal Article<\/span>)<\/p>

In: <\/span>Procedia-Social and Behavioral Sciences, <\/span>vol. 96, <\/span>pp. 2945\u20132952, <\/span>2013<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

26.<\/td>

Yao, Zhuo; Wei, Heng; Li, Zhixia; Ma, Tao; Liu, Hao; Yang, Y Jeffrey<\/p>

Developing operating mode distribution inputs for MOVES with a computer vision\u2013based vehicle data collector (Journal Article<\/span>)<\/p>

In: <\/span>Transportation research record, <\/span>vol. 2340, <\/span>no. 1, <\/span>pp. 49\u201358, <\/span>2013<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

25.<\/td>

Yao, Zhuo; Wei, Heng; Liu, Hao; Li, Zhixia<\/p>

Statistical vehicle specific power profiling for urban freeways (Journal Article<\/span>)<\/p>

In: <\/span>Procedia-Social and Behavioral Sciences, <\/span>vol. 96, <\/span>pp. 2927\u20132938, <\/span>2013<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

24.<\/td>

Li, Zhixia; Wei, Heng; Ai, Qingyi; Yao, Zhuo<\/p>

Empirical Analysis of Drivers' Yellow Stopping Behaviors Associated with Dilemma Zones (Journal Article<\/span>)<\/p>

In: <\/span>Transportation Research Board 89th Annual MeetingTransportation Research Board, <\/span>no. 10-3315, <\/span>2010<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

23.<\/td>

Han, Linfei; Yao, Zhuo<\/p>

Railway Construction and Urban Development in France (Journal Article<\/span>)<\/p>

In: <\/span>Architectural Creation, <\/span>vol. 10, <\/span>pp. 009, <\/span>2005<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

\r\n

Proceedings Articles<\/h3>\r\n <\/td>\r\n <\/tr>

22.<\/td>

Wei, Heng; Abrishami, Hedayat; Yao, Zhuo<\/p>

Image Processing Technique with Gaussian Mixture Models for Enhancing Length-Based and Axle-Based Vehicle Classification (Proceedings Article<\/span>)<\/p>

In: <\/span>Transportation Research Board 99th Annual Meeting, <\/span>2020<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

21.<\/td>

Yao, Zhuo; Wei, Heng; Li, Zhixia; Abrishami, Hedayat<\/p>

A Combined Axle and Length-based Vehicle Classification Method using Image Processing Techniques (Proceedings Article<\/span>)<\/p>

In: <\/span>Transportation Research Board 2018 Annual Meeting, <\/span>2018<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

20.<\/td>

Wang, Song; Li, Zhixia; Wang, Yi; Yao, Zhuo; Yang, Ken<\/p>

Connected Vehicles-Based Smart Horizontal Curve Road-Departure Avoidance System via In-Vehicle Heads-Up Display (Proceedings Article<\/span>)<\/p>

In: <\/span>Transportation Research Board 97th Annual Meeting, <\/span>2018<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

19.<\/td>

Perugu, Harikishan; Wei, Heng; Yao, Zhuo<\/p>

Estimating the Contribution of Heavy-Duty Trucks to the Urban PM\u2082. \u2085 Pollution (Proceedings Article<\/span>)<\/p>

In: <\/span>2016<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

18.<\/td>

Li, Zhixia; Yang, Ken; Wei, Heng; Yao, Zhuo; Liu, Hao; Wang, Haizhong<\/p>

Evaluation of Multi-Point Advance Detection Schemes for Dilemma Zone Protection (Proceedings Article<\/span>)<\/p>

In: <\/span>CICTP 2014: Safe, Smart, and Sustainable Multimodal Transportation Systems, <\/span>pp. 1902\u20131910, <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

17.<\/td>

Liu, Hao; Wei, Heng; Yao, Zhuo<\/p>

Validating MOVES PM2. 5 Emission Factor Empirically by Considering Accumulative Emissions Effect (Proceedings Article<\/span>)<\/p>

In: <\/span>CICTP 2014: Safe, Smart, and Sustainable Multimodal Transportation Systems, <\/span>pp. 3017\u20133028, <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

16.<\/td>

Hao, Liu; Wei, Heng; Yao, Zhuo; Ren, Hui; Ai, Qingyi<\/p>

Modeling and Evaluating Short-Term On-Road PM2. 5 Emission Factor Using Different Traffic Data Sources (Proceedings Article<\/span>)<\/p>

In: <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

15.<\/td>

Yao, Zhuo; Wei, Heng; Wang, Xinhao; Hao, Liu; Yang, Jeffery Y<\/p>

Scenario-based carbon footprint inventory tool for urban sustainable development decision support: The Cincinnati Case Study (Proceedings Article<\/span>)<\/p>

In: <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

14.<\/td>

Perugu, Harikishan; Wei, Heng; Yao, Zhuo<\/p>

Modeling Truck Activity using Short-term Traffic Count s for Reliable Estimation of Heavy- Duty Truck Emissions in Urban Areas (Proceedings Article<\/span>)<\/p>

In: <\/span>Transportation Research Board 93rd Annual Meeting, Washington, D.C., Jan. 12- 16, 2014, <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

13.<\/td>

Yao, Zhuo; Wei, Heng; Xiao, Xinhua; Hao, Liu; Ren, Hui<\/p>

Prototype of Video-Based Vehicle Classification System Using Vision-Based Axle Detection (Proceedings Article<\/span>)<\/p>

In: <\/span>2014<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

12.<\/td>

Hao, Liu; Wei, Heng; Yao, Zhuo; Ai, Qingyi; Li, Bin<\/p>

Empirical Identification and Quantification of Driver Anticipation Factor in Car-Following Behavior Modeling (Proceedings Article<\/span>)<\/p>

In: <\/span>2013<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

11.<\/td>

Hao, Liu; Wei, Heng; Yao, Zhuo; Ai, Qingyi<\/p>

Estimating Emission Impact of Traffic Flow Operation with Dual-Loop Data (Proceedings Article<\/span>)<\/p>

In: <\/span>Twelfth COTA International Conference of Transportation ProfessionalsAmerican Society of Civil EngineersTransportation Research Board, <\/span>2012<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

10.<\/td>

Liu, Hao; Wei, Heng; Yao, Zhuo<\/p>

Modeling ITS data sources for generating realistic traffic operating parameters for project-level conformity analysis (Proceedings Article<\/span>)<\/p>

In: <\/span>2012 15th International IEEE Conference on Intelligent Transportation Systems, <\/span>pp. 1912\u20131917, <\/span>IEEE <\/span>2012<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

9.<\/td>

Liu, Hao; Wei, Heng; Yao, Zhuo; Ai, Qingyi<\/p>

Estimating Emission Impact of Traffic Flow Operation with Dual-loop Data (Proceedings Article<\/span>)<\/p>

In: <\/span>CICTP 2012: Multimodal Transportation Systems\u2014Convenient, Safe, Cost-Effective, Efficient, <\/span>pp. 3426\u20133434, <\/span>2012<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

8.<\/td>

Wei, Heng; Wang, Xinhao; Yao, Zhuo; Liu, Hao; Liang, Shuang; Yang, Y Jeffrey<\/p>

Framework for integrating traffic-source emission estimates into sustainability analysis (Proceedings Article<\/span>)<\/p>

In: <\/span>CICTP 2012: Multimodal Transportation Systems\u2014Convenient, Safe, Cost-Effective, Efficient, <\/span>pp. 3612\u20133619, <\/span>2012<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

7.<\/td>

Wei, Heng; Yang, Jeffery Y.; Wang, Xinhao; Yao, Zhuo; Liang, Shuang; Liu, Hao<\/p>

Integrated Approach to Explore Roadway Air impact of Travel Demand and Traffic Operation for Transportation Sustainability Analysis (Proceedings Article<\/span>)<\/p>

In: <\/span>American Institute of Chemical Engineers (AIChE) annual meeting, <\/span>2011<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

6.<\/td>

Yang, JY; Neil, J; Stamper, C; Harmon, Stephen; Liang, Shuang; Yao, Zhuo; Keener, T; Wei, Heng; Wang, Xiohao<\/p>

On the Black Carbon Related Carbon Footprints in Urban Transportation (Proceedings Article<\/span>)<\/p>

In: <\/span>2011 Air & Waste Management Associations Conference & Exposition, Orlando, FL, manuscript, <\/span>2011<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

5.<\/td>

Liang, Shuang; Yao, Zhuo; Wei, Heng; Wang, Xinhao; Lu, Mingming; Keener, Tim<\/p>

Near-road Black Carbon Emission: Its Relations with On-road Traffic and Meteorological Conditions (Proceedings Article<\/span>)<\/p>

In: <\/span>A&WMA 104th Annual Conference, <\/span>pp. 2927\u20132930, <\/span>Air and Waste Management Association <\/span>2011<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

4.<\/td>

Ai, Qingyi; Yao, Zhuo; Wei, Heng; Li, Zhixia<\/p>

Identifying characteristics of freeway traffic headway by vehicle types using video trajectory data (Proceedings Article<\/span>)<\/p>

In: <\/span>ICCTP 2010: Integrated Transportation Systems: Green, Intelligent, Reliable, <\/span>pp. 1984\u20131992, <\/span>2010<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

\r\n

PhD Theses<\/h3>\r\n <\/td>\r\n <\/tr>

3.<\/td>

Yao, Zhuo<\/p>

Smart Data Driven and Adaptive Modeling Framework for Quantifying Dynamic TAZ-based Household Travel Carbon Emissions (PhD Thesis<\/span>)<\/p>

University of Cincinnati, <\/span>2016<\/span>.<\/p>

(BibTeX<\/a><\/span>)<\/p>

\r\n

Working papers<\/h3>\r\n <\/td>\r\n <\/tr>

2.<\/td>

Yao, Zhuo; Wei, Heng; Abrishami, Hedayat<\/p>

A Combined Axle and Length-based Vehicle Classification Method using Image Processing Techniques. (Working paper<\/span>)<\/p>

Forthcoming.<\/p>

(BibTeX<\/a><\/span>)<\/p>

1.<\/td>

Yao, Zhuo; Wei, Heng; Wang, Xinhao; Yang, Jeffery Y.<\/p>

Towards Better Household Travel Carbon Emission Management \u2013 Scenario-based Carbon Footprint Inventory Tool for Urban Sustainable Development Decision Support. (Working paper<\/span>)<\/p>

Forthcoming.<\/p>

(BibTeX<\/a><\/span>)<\/p>

@workingpaper{nokey,
\r\ntitle = {Towards Better Household Travel Carbon Emission Management \u2013 Scenario-based Carbon Footprint Inventory Tool for Urban Sustainable Development Decision Support.},
\r\nauthor = {Zhuo Yao and Heng Wei and Xinhao Wang and Jeffery Y. Yang},
\r\nkeywords = {},
\r\npubstate = {forthcoming},
\r\ntppubtype = {workingpaper}
\r\n}
\r\n<\/pre><\/div>
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