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Robert Tung, PhD
RST International
Metropia
TRB 2017 Annual Conference Visualization Lightning Talk
January 9, 2017 Washington D.C.
 Defining “Dynamic”:
◦ Time & Space sensitive
 Real Time, up-to-minute
 Type of Dynamic Data:
◦ Online real-time traffic data feed
 INRIX (region wide, link based)
◦ Mobile phone based GPS trajectory
 App based navigator & recorder (Metropia App)
◦ Simulation model outputs
 Meso-scopic DTA models (DynuStudio/DynusT)
RST | Metropia
 Open Source & Open Format
◦ Google Earth + KML/KMZ
 High definition GIS & 3D mapping
◦ Python + matplotlib
 Easy mathematical & statistical plotting
◦ HDF5 database (Hierarchical Data Format)
 Efficient file storage & flexible API
◦ DynusT
 Powerful simulation DTA for large network
RST | Metropia
RST | Metropia
RST | Metropia
RST | Metropia
RST | Metropia
RST | Metropia
GPS Trajectories
AM & PM OD Desire Lines
RST | Metropia
Total Origins at TAZ
RST | Metropia
RST | Metropia
 Congestion formation: Queues,
bottlenecks & gridlock
 Route choice changes due to operational
changes: incidents, work zones, tolling,
pricing, etc.
 Travel behavior changes in departure times
& O/D due to congestion and costs: ABM-
DTA integration
RST | Metropia
RST | Metropia
No Build
Managed Lane
Created in DynuStudio
RST | Metropia
Created in DynuStudio
RST | Metropia
RST | Metropia
RST | Metropia
Created in DynuStudio
Total Coverage=850 SQ Miles
Created in DynuStudio
RST | Metropia
Total Coverage=1300 SQ Miles
Created in DynuStudio
RST | Metropia
 As we are entering “Data Rich” & “Big
Data” era, data analytics are increasingly
important
 Visualization is the heart of data
analytics for knowing & exploring the
underlying patterns of travel behaviors
 Effective visualization should be low
cost, creative & open format, with easy
data sharing
RST | Metropia
THANK YOU
rst@rstintl.net

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