Mobiilsuse modelleerimine 2023/24 kevad

Lectures

NB! The following schedule is subject to change, and the materials will be added during the semester.

• Introduction to Mobility Modelling
  • Slides | PDF
• Mobility Data
  • Slides
  • Reading: Towards Mobility Data Science
  • Additional readings (optional):
    • Unravelling daily human mobility motifs
    • Analyzing Social-Geographic Human Mobility Patterns Using Large-Scale Social Media Data
• General Mobility Elements and Evaluation Metrics
  • Slides
  • Additional readings (optional):
    • Travel time variability
    • Dynamic cities: Location-based accessibility modelling as a function of time
• Traffic Assignment
  • Slides
  • Reading: Chapters 1 & 2 of book Transportation Network Analysis
  • Additional readings (optional):
    • Bridging the user equilibrium and the system optimum in static traffic assignment: how the cooperation among drivers can solve the congestion problem in city networks
    • Do People Use the Shortest Path? An Empirical Test of Wardrop’s First Principle
• Traffic Flow Modelling
  • Slides
  • Reading: DEMAND FORECASTING IN TRANSPORT: OVERVIEW AND MODELING ADVANCES (four-step model)
  • Reading: Macroscopic traffic flow (fundamental diagram)
  • Reading: Microscopic traffic flow modeling
• Pedestrian Mobility Modelling
  • Slides
  • Reading: We shape our buildings, but do they then shape us? A longitudinal analysis of pedestrian flows and development activity in Melbourne
  • Watch: “Good” City Design
  • Additional readings (optional):
    • Watch: Urban Network Analysis - Tools for Modeling Pedestrian Flows in Cities
• Bike Mobility Modelling
  • Slides
  • Watch: How the Dutch got their cycle paths
  • Watch: The Innovative Way Ghent, Belgium removed Cars From The City
  • Reading: Demand-driven design of bicycle infrastructure networks for improved urban bikeability
  • Additional readings (optional):
    • Watch: How can storytelling be a key tool towards car-free cities? | The case of Copenhagen
• Mobility Emissions Modelling
  • Slides
  • Reading: Estimating CO2 Emissions from IoT Traffic Flow Sensors and Reconstruction
  • Reading: Gross polluters and vehicle emissions reduction
  • Reading: A review on air emissions assessment: Transportation
• Future Trends in Mobility
  • Slides
  • Additional readings (optional):
    • Reading: Study of Sidewalk Autonomous Delivery Robots and Their Potential Impacts on Freight Efficiency and Travel
    • Reading: E-scooters on the Ground: Lessons for Redesigning Urban Micro-Mobility
    • Reading: Smart parking in IoT-enabled cities: A survey
    • Reading: Questioning mobility as a service: Unanticipated implications for society and governance
    • Reading: Hydrogen Fuel for Future Mobility: Challenges and Future Aspects
• Mobility as Characteristic for Socio-economic Analysis
  • Slides
  • Reading: Gender gaps in urban mobility
  • Reading: Mobility patterns are associated with experienced income segregation in large US cities
  • Reading: Daily Mobility Patterns: Reducing or Reproducing Inequalities and Segregation?
  • Reading: Are younger age groups less segregated? Measuring ethnic segregation in activity spaces using mobile phone data
  • Additional readings (optional):
    • Reading: From residence to movement: The nature of racial segregation in everyday urban mobility
    • Reading: Toward Mobility Justice
• Mobility and AI
  • Slides
  • Reading: A Survey on Deep Learning for Human Mobility
  • Additional readings (optional):
    • Reading: The Geospatial Generalization Problem: When Mobility Isn't Mobile