travel demand

Prediction framework for parking search cruising time and emissions in dense urban areas

Research Product Type
Associated Publication
This paper: (1) uses empirical data and conducts descriptive and comparative analysis using a spatial lag model to analyze the factors influencing average cruising time (ACT) related to parking search, and (2) proposes a novel framework to predict grid-based ACT and to estimate average emission metrics (AEM).

Real-Time Large-Scale Ridesharing with Flexible Meeting Points

  • Principal Investigator Maged Dessouky, Ph.D.
  • University of Southern California
This project will develop a framework that will, in real-time, match drivers to passengers and route rideshare drivers that incorporates traffic data to provide improved solutions. The resulting solution framework will use commercial traffic simulation software to achieve this goal.
Project Status
In Progress

Regional Emission Analysis using Travel Demand Models

Research Product Type
Associated Publication
In this study, a tool was developed to automatically link travel demand model outputs with MOVES-Matrix to provide emissions estimates at both the link and overall inventory level.

Smart Growth Trip-Generation Adjustment Tool

Research Product Type
Planning Tool
This is a spreadsheet tool that can be used to adjust available trip-generation rates for “smart growth” land use projects proposed in California.

Spatial Implications of Telecommuting in the United States

  • Principal Investigator Andrii Parkhomenko, Ph.D.
  • University of Southern California
The research team will create a quantitative spatial equilibrium model of on-site and remote worker location choice and transport demand in the contiguous United States in order to examine how the distribution of jobs and residents within and across U.S. cities would change if the 2020 surge in working from home becomes permanent, and what the effect on demand for commuting and freight transport would be.
Project Status
Complete