health

ITHIM-Sacramento Equity Analysis Tool

Research Product Type
Planning Tool
The Integrated Transport and Health Impact Model tool helps planners anticipate transportation-related health impacts.

Measurement and Estimation of Particulate Matter Concentration on Highways in Southern California; Characterization of Diesel Emissions using In-Door Smog Chamber

  • Principal Investigator Liem Pham
  • University of California, Riverside
In this study, both stationary and comprehensive mobile monitoring platforms were developed to measure PM concentration and traffic conditions on some major highways in Southern California. The main objective was to develop a set of alternative metrics that measure particle concentrations as well as particle size.
Project Status
Complete

Network Sensor Error Quantification and Flow Reconstruction Using Deep Learning

Research Product Type
Dissertation / Thesis
This study approaches the problem of quantifying the network sensor errors as a supervised learning problem and leveraging deep neural networks to map observed traffic flow counts to the systematic errors in the sensors. The author aims at building a model that could reconstruct the erroneous flow irrespective of the level of random noise in the sensors, which is unknown in the real-world.