
Overview
overview
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Dr. Hadi, an associate professor at FIU, has about 30 years of experience in transportation engineering (10 years in the private sector and the rest in academic and research institutions). His experience has been in Intelligent Transportation Systems (ITS), performance measurements, benefit-cost analysis, data archiving and mining, transportation planning, and traffic operations.
In the past 5 years, Dr. Hadi has been the principal investigator on FDOT, USDOT, and SHRP 2 projects with a total budget of more than $2.5 Million dollars. These projects have resulted in the development of several tools for data capture; archiving and analysis; performance measurement; advanced strategy benefit analysis; decision support system development; and traffic modeling.
Dr. Hadi is a member and the research coordinator of the TRB Traffic Flow Theory and Characteristics Committee and the TRB Intelligent Transportation Systems Committee. He is also the chair of ITS America Research and Benefit-Cost Committees. He is the chair of the TRB Joint Simulation subcommittee research task group, and a member of ITS Florida Board of Directors.
Scholarly & Creative Works
selected publications
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Article
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2022Data and Modeling Support of the Management of Diversion Routes During Freeway IncidentsFull Text via DOI: 10.1177/03611981221075036 Web of Science: 000753820900001
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2021Using High-Resolution Signal Controller Data in the Calibration of Signalized Arterial Simulation ModelsFull Text via DOI: 10.1177/03611981211031882 Web of Science: 000685255800001
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2021Evaluating the Benefits of Red-Light Violation Warning System in a Connected Vehicle Simulation EnvironmentFull Text via DOI: 10.1177/03611981211026662 Web of Science: 000684307000001
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2021Evaluation of an Advanced Driver-Assistance System to Reduce Pedestrian and Rear-End Crashes of Transit VehiclesFull Text via DOI: 10.1177/03611981211026302 Web of Science: 000684856900001
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2021Using Traffic Disturbance Metrics to Estimate and Predict Freeway Traffic Breakdown and Safety EventsFull Text via DOI: 10.1177/03611981211012422 Web of Science: 000684617200001
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2021Stop Sign Gap Assist Application in a Connected Vehicle Simulation EnvironmentFull Text via DOI: 10.1177/03611981211006111 Web of Science: 000684622300001
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2021Utilising disturbance metrics in traffic safety estimationFull Text via DOI: 10.1680/jtran.20.00080
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2020Deep Learning Approach for Predictive Analytics to Support Diversion during Freeway IncidentsFull Text via DOI: 10.1177/0361198120917673 Web of Science: 000539544300001
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2020Method for Assessing Effect of Input Parameters on Multiobjective Optimization of Signal ControlFull Text via DOI: 10.1061/JTEPBS.0000285 Web of Science: 000526382500001
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2019Improved Support Vector Machine Models for Work Zone Crash Injury Severity Prediction and AnalysisFull Text via DOI: 10.1177/0361198119845899 Web of Science: 000504280700060
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2019Evaluating Incident Responsive Signal Control Plans using Multi-Resolution ModelingFull Text via DOI: 10.1177/0361198119849403 Web of Science: 000502786000073
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2019Effect of Link-Level Variations of Connected Vehicles (CV) Proportions on the Accuracy and Reliability of Travel Time EstimationFull Text via DOI: 10.1109/TITS.2018.2797917 Web of Science: 000454236200008
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2018A Methodology to Assess the Quality of Travel Time Estimation and Incident Detection Based on Connected Vehicle DataFull Text via DOI: 10.1177/0361198118773199 Web of Science: 000468169400019
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2018Methodology to Identify On-Ramps for Metering with Consideration of System-Wide Recurrent and Non-Recurrent CongestionFull Text via DOI: 10.1177/0361198118784136 Web of Science: 000467234700005
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2018Multi-Criteria Evaluation Framework in Selection of Accelerated Bridge Construction (ABC) MethodFull Text via DOI: 10.3390/su10114059 Web of Science: 000451531700233
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2017Assessing Need for Systemwide Ramp Metering Installation WarrantsFull Text via DOI: 10.3141/2616-04 Web of Science: 000413461700001
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2017Estimating the Effects of Urban Street Incidents on CapacityFull Text via DOI: 10.3141/2615-07 Web of Science: 000413456800007
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2017Predicting arterial breakdown probability: A data mining approachFull Text via DOI: 10.1080/15472450.2017.1279543 Web of Science: 000401775400003
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2017Queue Length Estimation for Freeway Facilities Based on Combination of Point Traffic Detector and Automatic Vehicle Identification DataFull Text via DOI: 10.3141/2616-03 Web of Science: 000393131300003
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2017Safety Impacts of Queue Warning in a Connected Vehicle EnvironmentFull Text via DOI: 10.3141/2621-04 Web of Science: 000413465200004
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2016Development of Macroscopic Emission Estimation Model Based on Microscopic Operating ModesFull Text via DOI: 10.3141/2570-05 Web of Science: 000382598100006
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2015Estimation of Freeway Density Based on Combination of Data Point Traffic Detector Data and Automatic Vehicle Identification DataFull Text via DOI: 10.3141/2484-12 Web of Science: 000368555500013
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2015Evaluation of Conditional Transit Signal Priority Technology for Regional ImplementationFull Text via DOI: 10.3141/2484-15 Web of Science: 000368555500016
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2013Practical approach for travel time estimation from point traffic detector dataFull Text via DOI: 10.1002/atr.180 Web of Science: 000322907300004
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2013Estimation of Diversion Rate During Incidents on Basis of Main-Line Detector DataFull Text via DOI: 10.3141/2396-07 Web of Science: 000334151600007
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2012Time-Variant Travel Time Distributions and Reliability Metrics and Their Utility in Reliability AssessmentsFull Text via DOI: 10.3141/2315-09 Web of Science: 000316167200010
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2011Prediction of Lane Clearance Time of Freeway Incidents Using the M5P Tree AlgorithmFull Text via DOI: 10.1109/TITS.2011.2161634 Web of Science: 000297588500054
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2011Multiobjective Optimization Model for Prioritizing Transit Stops for ADA ImprovementsFull Text via DOI: 10.1061/(ASCE)TE.1943-5436.0000244 Web of Science: 000293538900008
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2011Effect of Pavement Marking Retroreflectivity on the Performance of Vision-Based Lane Departure Warning SystemsFull Text via DOI: 10.1080/15472450.2011.544587 Web of Science: 000287311500004
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2010Data Archives of Intelligent Transportation Systems Used to Support Traffic SimulationFull Text via DOI: 10.3141/2161-04 Web of Science: 000282911500004
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2010Simulation Tool to Assess Impacts of Parameters of Service Patrol OperationsFull Text via DOI: 10.3141/2178-12 Web of Science: 000287679600013
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2009Identifying Secondary Crashes and Their Contributing FactorsFull Text via DOI: 10.3141/2102-09 Web of Science: 000272002300009
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2008Operation Data for Evaluating Benefits and Costs of Advanced Traffic Management ComponentsFull Text via DOI: 10.3141/2086-06 Web of Science: 000262797600006
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2007Modeling reductions in freeway capacity due to incidents in microscopic simulation modelsFull Text via DOI: 10.3141/1999-07 Web of Science: 000252733200008
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2007Risk analysis to account for uncertainty in benefit-cost evaluations of intelligent transportation systemsFull Text via DOI: 10.3141/2035-21 Web of Science: 000253787400021
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Book
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2014Capacity Estimation in Support of Mesoscopic Simulation as Part of Dynamic Traffic Assignment ModelsFull Text via DOI: 10.3141/2466-08 Web of Science: 000352118300009
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2014Impact of Modeling Parameters on the Highway Capacity Manual-Based Procedure to Estimate Reliability of Freeway CorridorsFull Text via DOI: 10.3141/2461-07 Web of Science: 000351324900008
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2014Use of Data from Point Detectors and Automatic Vehicle Identification to Compare Instantaneous and Experienced Travel TimesFull Text via DOI: 10.3141/2470-10 Web of Science: 000351880200011
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Book Chapter
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2019Intelligent transportation systems in future smart cities. 109-120.Full Text via DOI: 10.1007/978-3-319-98923-5_6
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Conference
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2021Freeway's Traffic Flow Breakdown Identification Based on Stop-and-Go Operations. 97-109.Web of Science: 000711337600009
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2021
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2020
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2020Severity of Worker-Involved Work Zone Crashes: A Study of Contributing Factors. 47-59.Full Text via DOI: 10.1061/9780784483145.005 Web of Science: 000629135000005
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2017
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2012Implementation of a New Travel Time Estimation Method for Demand Forecasting Models. 3410-+.Full Text via DOI: 10.4028/www.scientific.net/AMM.130-134.3410 Web of Science: 000307487501366
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2011Improving benefit-cost analysis of ramp metering by sketch planning tools. 4-7.Full Text via DOI: 10.1109/TMEE.2011.6199134
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2010A travel time estimation method for planning models considering signalized intersections. 1993-2000.Full Text via DOI: 10.1061/41127(382)215
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2008
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2008M5P TREE ALGORITHM FOR PREDICTING LANE CLEARANCE TIME OF FREEWAY INCIDENTS. 231-234.Web of Science: 000260092000048
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1993Major enhancements to TRANSYT-7F. 391-402.
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Report
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Review
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2019Pattern Recognition Using Clustering Analysis to Support Transportation System Management, Operations, and ModelingFull Text via DOI: 10.1155/2019/1628417 Web of Science: 000507298000003
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Works By Students
chaired theses and dissertations
- Fartash, Homa, Development of System-Based Methodology to Support Ramp Metering Deployment Decisions 2017
- Khazraeian, Samaneh, Methods for Utilizing Connected Vehicle Data in Support of Traffic Bottleneck Management 2017
- Iqbal, Md Shahadat, Data Support of Advanced Traveler Information System Considering Connected Vehicle Technology 2017
- jia, jianmin, Multi-Criteria Evaluation in Support of the Decision-Making Process in Highway Construction Projects 2017
- Chen, Xuanwu, A Framework for Recommending Signal Timing Improvements Based on Automatic Vehicle Matching Technologies 2016
- Qom, Somaye Fakharian, Multi-Resolution Modeling of Managed Lanes with Consideration of Autonomous/Connected Vehicles 2016
- Darroudi, Ali, Variable Speed Limit Strategies to Reduce the Impacts of Traffic Flow Breakdown at Recurrent Freeway Bottlenecks 2014
- Shabanian, Shaghayegh, Advanced Methodologies in Dynamic Traffic Assignment Modeling of Managed Lanes 2014
- Alvarez, Patricio A, A Methodology to Estimate Time Varying User Responses to Travel Time and Travel Time Reliability in a Road Pricing Environment 2012
- Xiao, Yan, Hybrid Approaches to Estimating Freeway Travel Times Using Point Traffic Detector Data 2011
- Shen, Luou, Freeway Travel Time Estimation and Prediction Using Dynamic Neural Networks 2008
- Bian, Jie, Predicting delay reductions from freeway traffic diversion for incident management 2008
- Mendoza, Patricio Alvarez, Evaluating the effectiveness of signal timing optimization based on microscopic simulation evaluation 2008
Research
principal investigator on
- University-City Project Task Assignment #1 awarded by Miami-Dade Expressway Authority 2010
- FIU Professional Development & Participation in Southeastern Transportation Research, Innovation, Development and Education Center (STRIDE) Internal Steering Committee awarded by U.S. Department of Transportation 2017 - 2023
- Evaluation of the Florida Keys Connecting Overseas to Advance Safe Travel (Keys COAST) Pre-deployment Phase awarded by Florida Department of Transportation 2020 - 2022
- Assessment of the Infrastructure Readiness for Connected Vehicle-to Infrastructure Applications on Arterial Streets awarded by Florida Department of Transportation 2020 - 2022
- Environment for Testing and Assessing Infrastructure Support of Connected Vehicle and Cooperative Highway Automation Applications awarded by U.S. Department of Transportation 2021 - 2022
- Microsimulation: Department Assessment and Guidance awarded by U.S. Department of Transportation 2020 - 2022
- Traffic Analysis Capability Maturity Model/Framework awarded by U.S. Department of Transportation 2020 - 2022
- Multi-Resolution Modeling for Traffic Analysis awarded by U.S. Department of Transportation 2020 - 2022
- SR 924/NW 119 Street Adaptive Signal Control Technology (ASCT) Pilot Project Evaluation Phase 3 awarded by Florida Department of Transportation 2018 - 2022
- An Integrated Management Support Systems awarded by U.S. Department of Transportation 2020 - 2021
- Application of Dynamic Crash Prediction Methodologies to FDOT Safety and Transportation System Management and Operational (TSM&O) Programs awarded by U.S. DOT Federal Highway Administration 2019 - 2020
- SW 8th Street Adaptive Signal Control Evaluation Phase 4 on Arterial Streets awarded by Florida Department of Transportation 2019 - 2020
- Technology Evaluation I-95 Express Lane Changing awarded by Florida Department of Transportation 2020
- Evaluation of Freight and Transit Signal Priority Strategies in multi-Modal Corridor for Improving Transit Service Reliability and Efficiency awarded by Florida Department of Transportation 2018 - 2020
- Data and Modeling Support of Off-Line and Real-Time Decisions Associated with Integrated Corridor Management awarded by U.S. Department of Transportation 2017 - 2020
- Travel Time Technology Evaluation awarded by Florida Department of Transportation 2019
- Testing of a Vision-Based Warning System on Transit Vehicles awarded by U.S. Department of Transportation 2016 - 2019
- Connected Vehicle Vehicle-to-Infrastructure Support of Active Traffic Management awarded by U.S. Department of Transportation 2018 - 2019
- SW 8th Street Adaptive Signal Control Evaluation Phase 3 awarded by Florida Department of Transportation 2018 - 2019
- Estimation of System Performance and Technology Impacts to Support Future Year Planning Management awarded by U.S. Department of Transportation 2017 - 2019
- Technology Evaluation I-95 Express Lane Changing awarded by Gannett Fleming Inc 2017 - 2018
- SR 924/NW 119 Street Adaptive Signal Control Technology Pilot Project Evaluation Phase II awarded by Florida Department of Transportation 2017 - 2018
- Multi-Resolution Modeling Course Delivery awarded by U.S. Department of Transportation 2017 - 2018
- SR 924/NW 119 Street Adaptive Signal Control Technology Pilot Project Evaluation Phase I awarded by Florida Department of Transportation 2017 - 2018
- SW 8th Street Adaptive Signal Control Evaluation - Phase 2 awarded by Florida Department of Transportation 2016 - 2018
- Guidelines for the Evaluation of Ramp Signaling Deployments in a Real-Time Operations Environment awarded by U.S. Department of Transportation 2016 - 2018
- Utilization of Connected Vehicle Data to Support Traffic Management Decisions awarded by U.S. Department of Transportation 2015 - 2017
- Guidance for Identifying Corridor Conditions that Warrant Deploying Transit Signal Priority and Queue Jump awarded by Florida Department of Transportation 2016 - 2017
- Multi-Resolution Analysis of Advanced Traffic Management Strategies Materials Development awarded by U.S. DOT Federal Highway Administration 2017
- Framework to Support Transportation Agency ITS Infrastructure and ITS Legacy Decisions with Consideration of Connected Vehicle Deployment and Autonomous Vehicle and Automated Vehicle Initiatives awarded by U.S. DOT Federal Highway Administration 2015 - 2017
- STRIDE Internal Steering Committee awarded by U.S. Department of Transportation 2012 - 2017
- Signal Timing Optimization with Consideration of Environmental and Safety Impacts awarded by U.S. Department of Transportation 2013 - 2017
- TASK WORK ORDER NUMBER #4 - ITS (Vehicle Detector) Technology Research awarded by Florida Department of Transportation 2016 - 2017
- Framework for Multi-Resolution Analyses of Advanced Traffic Management Strategies awarded by Florida Department of Transportation 2014 - 2016
- SW 8th Street Adaptive Signal Control Evaluation Plan - Phase 1 awarded by Florida Department of Transportation 2015 - 2016
- Selection of Signal Timing Plans based on System Performance Measurement awarded by Florida Department of Transportation 2015 - 2016
- FITSEVAL Testing and Utilization Support awarded by Florida Department of Transportation 2014 - 2016
- FDOT District 1 FITSEVAL Modeling Workshop awarded by Florida Department of Transportation 2016
- FITSEVAL Testing and Utilization Support awarded by Florida Department of Transportation 2015 - 2016
- Dynamic Traffic Control Interventions for Enhanced Mobility and Economic Competitiveness awarded by U.S. Department of Transportation 2013 - 2016
- Decision Support Systems for Transportation System Management and Operations (TSM&O) awarded by U.S. Department of Transportation 2013 - 2015
- Evaluation of Video Analytic Technologies awarded by Florida Department of Transportation 2015
- FITSEVAL Training, Review and Coordination with FDOT District 5 awarded by Florida Department of Transportation 2015
- Investigation of ATDM Strategies to Reduce the Probability of Breakdown awarded by U.S. Department of Transportation 2012 - 2015
- Development of SW 8th Street Adaptive Signal Control Evaluation Plan and Initial Data Processing and Validation awarded by Florida Department of Transportation 2014
- Creating Broward County Dashboard and Production of Monthly Report for Broward and Palm Beach Counties awarded by Florida Department of Transportation 2014
- FHWA DTA Training Workshop Scope awarded by U.S. Department of Transportation 2013 - 2014
- MDX Regional Informed Traveler Program (ITP) Analysis awarded by Miami-Dade Expressway Authority 2014
- Pilot Testing of SHRP 2 Reliability Data and Analytical Products awarded by Federal Transit Administration 2013 - 2014
- STRIDE Internship awarded by U.S. Department of Transportation 2012 - 2013
- Application of Dynamic Traffic Assignment to Advanced Managed Lane Modeling awarded by Florida Department of Transportation 2012 - 2013
- Coordinated Pre-Preemption of Traffic Signals to Enhance Railroad Crossing Safety in Urban Areas awarded by U.S. Department of Transportation 2012 - 2013
- STRIDE Internship-Amauris Ramirez awarded by U.S. Department of Transportation 2013
- Demonstration of the Applications of Traffic Management Center Decision Support Tools awarded by Florida Department of Transportation 2012 - 2013
- FDOT District 6 Arterial Travel Time and Incident Detection Phase II awarded by Florida Department of Transportation 2011 - 2013
- Integrated Corridor Management and Advanced Technologies awarded by Florida Department of Transportation 2010 - 2013
- Integrated Environment for Performance Measurements and Assessment of Intelligent Transportation Systems Operations awarded by Florida Department of Transportation 2010 - 2012
- Use of Dynamic Traffic Assignment in Support of Transportation Planning in Florida awarded by Florida Department of Transportation 2010 - 2012
- Florida ITS- Evaluation Tool Integration with FSUTMS awarded by Florida Department of Transportation 2011 - 2012
- FSUTMS Training Workshops for 2011/2012 awarded by Florida Department of Transportation 2011 - 2012
- Optimization of Service Patrol Parameters (Phase 2) awarded by Florida Department of Transportation 2009 - 2012
- Develop an Integrated Advanced Travel Demand Model and a Fine-Grained Time Sensitive Network awarded by National Academies 2009 - 2012
- Development of Software to Support ITS Data Visualization and Incident Alarms awarded by Florida Department of Transportation 2011
- Incident Delay Estimation and Associate Benefits awarded by Florida Department of Transportation 2011
- Elderly Affordable Housing Facility Traffic Impact Study awarded by Miami-Dade County Public Works 2011
- Animal Shelter Facility Traffic Impact Study awarded by Miami-Dade County Public Works 2011
- Traffic Management Simulation Development. awarded by Florida Department of Transportation 2008 - 2011
- University-City Project Task Assignment #1 awarded by Miami-Dade Expressway Authority 2010
- Decision Support Tools to Support the Operations of Traffic Management Centers (TMC). awarded by Florida Department of Transportation 2008 - 2010
- Use of Advanced Analysis Tools to Support Freeway Corridor Freight Planning. awarded by Florida Department of Transportation 2008 - 2010
- ITS Evaluation Tool FITSEVAL Support awarded by Florida Department of Transportation 2009 - 2010
- District Wide ITS Operational Support Services - FIU Task Oder Nbr2. awarded by Florida Department of Transportation 2009 - 2010
- Traffic Engineering Services and ITS Technical Support. awarded by Florida Department of Transportation 2006 - 2010
- Arterial Travel Time and Incident Detection- Review of Technologies and Strategies awarded by Florida Department of Transportation 2009 - 2010
- Miami Lakes West Fire Rescue Station awarded by Miami-Dade County Public Works 2009 - 2010
- NW 68 Avenue Traffic Study. awarded by Miami-Dade County Public Works 2009
- Evaluation Tools to Support ITS Planning Process. awarded by Florida Department of Transportation 2007 - 2009
co-principal investigator on
- UniversityCity Prosperity Project awarded by U.S. Department of Transportation 2013 - 2016
- FIU Professional Development & Participation in Southeastern Transportation Research, Innovation, Development and Education Center (STRIDE) Internal Steering Committee awarded by U.S. Department of Transportation 2017 - 2023
- UniversityCity Prosperity Project awarded by U.S. Department of Transportation 2014 - 2020
- Tier 1 University Transportation Center U.S. DOT Strategic Goal Focus Area: State of Good Repair awarded by U.S. Department of Transportation 2013 - 2019
- Tier I University Transportation Center (UTC) Program Support awarded by U.S. Department of Transportation 2012 - 2017
- Handbook on Transit Planning and Operations awarded by U.S. Department of Transportation 2012 - 2016
- Florida APTS Program awarded by U.S. Department of Transportation 2010 - 2011
- NW 67 Avenue Traffic Study. awarded by Miami-Dade County Public Works 2009
- Improving SIRV Dispatching Through Analysis of the SMART Incident Database. awarded by Florida Department of Transportation 2008
subproject principal investigator on
- Tier I University Transportation Center (UTC) Program Support awarded by U.S. Department of Transportation 2012 - 2017
Contact
full name
- Mohammed Hadi
Identifiers
ORCID iD
- https://orcid.org/0000-0003-2233-8283 (confirmed)
visualizations
publication subject areas
Citation index-derived subject areas the researcher has published in