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Sponsor: Caltrans

Spring 2011 Dissertation Award – Hsin-Ping Hsu

Status

Complete

Project Timeline

April 1, 2011 - March 31, 2012

Principal Investigator

Marlon Boarnet

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7567
(Subcontract to UC Berkeley)

Areas of Expertise

Travel Behavior, Land Use, & the Built Environment

Project Summary

Research on gender differences in travel behavior usually relies on national travel survey data, which contain a rich set of sociodemographic variables but only coarse land use characteristics. On the other hand, research on the link between land use and travel behavior lacks a gender angle, and therefore how do the impacts of land use on travel behavior differ between men and women is not typically considered. This dissertation aims to fill the gap in the literature by exploring simultaneously the interaction between land use and sociodemographic characteristics and its effects on gender differences in non-work travel behavior. Using a regional travel survey data with detailed land use and sociodemographic variables, the initial analysis shows that land use has greater impacts on women’s non-work trip frequency than men’s, and the impacts vary by women’s roles in households. For example, living in a neighborhood near a rail station can reduce the number of non-work trips of married women without children by 31 percent. These results suggest that land use might provide opportunities to mitigate women’s travel burdens which come from their gender roles in households, which in turn can contribute to more gender-equal transportation policy interventions.

Related Publications

Phd Dissertation | Jan 2013

Choices and Constraints: Gender Differences in Travel Behavior

Read more

Spatially Focused Travel Survey Data Collection & Analysis: Closing Data Gaps for Climate Change Policy

Status

Complete

Project Timeline

August 1, 2010 - April 30, 2012

Principal Investigator

Marlon Boarnet

Project Team

Gavin Ferguson, Steven Spears, Hsin Hsu, Amelia Regan

Sponsor & Award Number

Caltrans: 65A0438

Areas of Expertise

Travel Behavior, Land Use, & the Built Environment

Team Departmental Affiliation

Computer Science

Project Summary

This research will help close a crucial data gap in land use-travel behavior studies. Current estimates of land use-travel behavior relationships are typically based on average effects for metropolitan areas or larger geographies. That gives little insight into the effect of small-area land use policies such as targeted infill development, transit-oriented land uses near stations, or similarly localized policies. In California, Senate Bill (SB) 375 requires that metropolitan planning organizations incorporate land use-transportation planning, but existing travel diary surveys have very few observations in transportation planning, but existing travel diary surveys have very few observations in areas of policy interest. This research will obtain a large number of travel diary surveys in small neighborhoods of high policy relevance for SB 375, providing data that will assist in SB 375 and related policy development. In addition to data and analysis that will directly benefit greenhouse gas emission reduction policy, the methods developed in this research will advance efforts toward low-cost, rapid travel data collection that can be used in before-and-after transportation program evaluations.

Related Publications

research report | Aug 2013

Spatially Focused Travel Survey Data Collection and Analysis: Closing Data Gaps for Climate Change Policy

Read more

A Support System for Estimation and Monitoring of Real-Time On-Road Emmissions–Dissertation Grant for PhD Candidate Hang Liu

Status

Complete

Project Timeline

August 1, 2011 - April 30, 2012

Principal Investigator

Stephen Ritchie

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7738
(Subcontract to UC Berkeley)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience Safety, Public Health, & Mobility Justice

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Transportation has been a significant contributor to total greenhouse gas and criteria air pollutant  emissions. Emission mitigation strategies are essential in reducing transportation’s impacts on  the environment. In order to effectively develop and evaluate on-road emissions reduction  strategies, it is important to have an information support system which can estimate and monitor  emissions for real world traffic operations. Emission data provided by such a system can be used  to identify emission hot spots and their causes, and to develop and evaluate reduction strategies  accordingly. In this research, a web-based support system is proposed to estimate and monitor  operational on-road emissions with high accuracy and resolution in real time. The two sets of  critical information, vehicle mix and vehicle activity, are directly generated from traffic detection  using the inductive vehicle signature technology. The models developed in this study to generate  stratified speed by vehicle type, an important measure for accurate emission analyses, will be  applied for a proof-of-concept implementation on sections of the I-405 freeway. Case studies  will demonstrate how to use the data from the system to make useful decisions and evaluations.  With more widespread deployment, the system can be used to perform before-and-after  evaluation of certain mitigation strategies, to develop time sensitive optimal traffic control  strategies with the purpose to control emissions, and to provide greenhouse gas and air quality  information to policymakers, scientists, and the general public.

Related Publications

Phd Dissertation | Jan 2013

Improving On-Road Emission Estimates with Traffic Detection Technologies

Read more

Transportation Emergency Management Framework: Earthquakes & Inter-dependent Systems

Status

Complete

Project Timeline

August 1, 2011 - June 30, 2012

Principal Investigator

r-jayakrishnanR. (Jay) Jayakrishnan

Project Team

Zhe (Jared) Sun, Pierre Auza

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7969
(Subcontract to UC Berkeley)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

This proposal is to develop a cohesive framework for emergency congestion management in the transportation network, with appropriate treatment of the interdependencies among infrastructural systems.  The focus in this proposal is on earthquake related emergencies, which are considered most relevant to California; however the resulting framework can then be extended for other types of emergencies in the future.    The power-related infrastructure will be first considered for simultaneous failures. The main focus areas are: - Determining what types of disruptions can occur in a road network and other infrastructure systems interdependent with the road network, and developing a Disruption Taxonomy.  This will be based on two large-scale California studies on earthquakes impacts but focusing on roadway disruptions. - Developing further insights for adjusting the taxonomy based on historical data on earthquakes around the world, including anecdotal evidence and media evidence.  Peculiar transportation situations and management deficiencies will be a focus. - Developing a modeling and analysis framework that can provides input for response agency decisions on managing the transportation system under link failure emergency.  The framework is based on a meso-scopic simulation platform of evacuation modeling (ONE-ITS, U.California/ U.Toronto), and routing algorithms will be developed for the type of disruptions under earthquakes. - Demonstrating the use of the framework in scenario analysis by selecting earthquakes of various intensities for the Los Angeles area network, and modeling the impacts under a variety of disruption conditions.   Modeled management actions will include traffic routing strategies.

Bottleneck Effects Of Lane Changing Traffic: A Macroscopic Approach

Status

Complete

Project Timeline

August 1, 2011 - June 30, 2012

Principal Investigator

Wenlong Jin

Project Team

Hao Yang, Anupam Srivastava, Qi-Jian Gan

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7885
(Subcontract to UC Berkeley)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience Intelligent Transportation Systems, Emerging Technologies, & Big Data

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

The objective of this research is to understand stationary and dynamic bottleneck effects of lane-changing traffic from a macroscopic point of view. It is well known that disruptive lane-changes in merging and weaving areas can cause substantial capacity reduction and drop. In this research we attempt to develop a coherent theory for such critical bottleneck effects with the help of a new fundamental diagram and corresponding kinematic wave models. With NGSIM data, we first establish lane-changing intensity as a function of road geometry, proportion of lane-changing traffic, and other lane-changing behavior characteristics and then derive a fundamental diagram of lane-changing traffic flow, from which we analyze how the number of lanes and proportion of lane-changing traffic would impact capacity reduction in a lane-changing area. This research can improve our understandings of fundamental properties of lane-changing bottlenecks and their impacts on traffic congestion and environments. Insights obtained from the research could help improve lane-management, variable speed limits, ramp metering, and other management and control strategies.

Transit, Traffic and Affordable Housing

Status

Complete

Project Timeline

August 1, 2011 - June 30, 2012

Principal Investigator

Doug Houston

Project Team

Dongwoo Yang, Steven Spears, Janet Cutler

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7740
(Subcontract to UC Berkeley)

Areas of Expertise

Public Transit, Shared Mobility, & Active Transportation Travel Behavior, Land Use, & the Built Environment

Team Departmental Affiliation

Urban Planning and Public Policy

Project Summary

This research investigates planning and policy approaches to promoting transit-oriented, mixed- use and infill development which accommodates the housing needs of all economic groups. Funding will support a literature review on place-based affordable housing strategies to assess (a) their potential to reduce auto dependency, promote more active travel and transit use for low- income groups and (b) whether the location of these developments may expose residents of affordable housing to potential traffic-related hazards. As feasible, funding will also support the development of a GIS database of the housing units proposed in city housing elements per state law and analysis of the location of these units in terms of transit accessibility, nearby land use mix, neighborhood walkability, and traffic exposure.

A Simulation Based Approach to Quantify Congestion & Air Pollution Impacts from Road Incidents

Status

Complete

Project Timeline

August 1, 2011 - July 31, 2012

Principal Investigator

Jean-Daniel Saphores

Project Team

Ankoor Bhagat, Ke Wang

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7739
(Subcontract to UC Berkeley)

Areas of Expertise

Safety, Public Health, & Mobility Justice

Team Departmental Affiliation

Civil and Environmental Engineering

Advanced Transportation Systems Management (ATMS) Testbed Program: California Testbed

Status

Complete

Project Timeline

August 11, 2009 - September 30, 2012

Principal Investigator

Will Recker

Project Team

Zelma Bates, Inchul Yang, Xing Zheng, James Marca, Craig Rindt, Shin-Ting (Cindy) Jeng, Ying Jun Chow, Andre (Yeow Chern) Tok, Ming Yang, Zhe (Jared) Sun, Qi-Jian Gan, Sarah Hernandez, Lianyu Chu, Seth Contreras, Jee Eun (Jamie) Kang, Mahdieh Allahviranloo

Sponsor & Award Number

Caltrans: 65A0330

Areas of Expertise

Intelligent Transportation Systems, Emerging Technologies, & Big Data

Team Departmental Affiliation

Civil and Environmental Engineering

Improving Transport Performance: The Case of Left Turns

Status

Complete

Project Timeline

July 1, 2012 - June 30, 2013

Principal Investigator

Michael McNally

Project Team

Cunxiang (Nicole) Mi

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7869
(Subcontract to UC Berkeley)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Over the past century, the automobile has evolved to dominate transportation not only from a behavioral perspective but from an infrastructure perspective. Thoroughfares that evolved over millennia to serve many users were transformed in decades to the near exclusive use by motor vehicles. The reasons for this evolution are well documented; alternatives to the behavioral dominance, while numerous in terms of proposals and promise, are nevertheless constrained by the infrastructural dominance. One option that has not been systematically studied but that has the cost advantage of maintaining current infrastructure while addressing associated performance impacts is a significant reduction in allowed arterial left turns. Such a policy will soon become feasible with the rapid adoption of GPS and traveler information systems that can inform drivers of optimal route choice in restricted networks. The proposed research will use a simulation approach to investigate a range of left turn restriction and removal options on sample arterial networks, under a range of driver behavior assumptions.

Related Publications

MS Thesis | Dec 2013

Left-turn elimination network analysis

Read more

Spatial Disaggregation of California Freight Demand

Status

Complete

Project Timeline

July 1, 2012 - June 30, 2013

Principal Investigator

Stephen Ritchie

Project Team

Andre (Yeow Chern) Tok, Pedro Camargo

Sponsor, Program & Award Number

Caltrans // UCTC Caltrans Match: 7869
(Subcontract to UC Berkeley)

Areas of Expertise

Freight, Logistics, & Supply Chain

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

In recent years the role of statewide freighting forecasting models has been expanded to much finer levels of analysis than regional or even county levels, those being the most disaggregate spatial levels for which public freight data sources are typically available. In partnership with other state agencies and Metropolitan Planning Organizations (MPOs), the California Department of Transportation (Caltrans) is currently developing a California Statewide Freight Forecasting Model (CSFFM). A critical challenge is to provide a framework for organic integration between the CSFFM and a finer spatial level such as that in the new California Statewide Travel Demand Model (CSTDM) to meet Caltrans and MPO needs. However, factoring methods are currently largely used for disaggregating freight demand. Such methods cannot adequately capture the complex structure and behavior of freight movements, advances in logistics, information technology, and relocating infrastructure at the MPO level. One advantage of the CSFFM, modal path-based OD representation, cannot be fully utilized by MPOs because factoring methods tend to break the chains of modal path-based information in the conversion to trip-based information. This research initially sought to explore and develop truck tour-based models for disaggregating CSFFM from an aggregate Freight Analysis Zone (FAZ) level to the more disaggregate Traffic Analysis Zone (TAZ) level in CSTDM, by using truck GPS data from the American Transportation Research Institute (ATRI). Expected results included new and improved insights into the spatial and temporal operations of trucks at the urban and MPO level, contribution to the statewide-related component of urban freight modeling, and an evaluation of traffic and environmental impacts of state-level policies and air pollution mitigation strategies. However, after detailed investigation of the ATRI GPS data it was concluded that several problems with the data made it inadequate for disaggregating a CSFFM truck matrix for about 200 FAZs to the CSTDM 5000 TAZ level. Therefore, a new approach was developed. It involved estimation of a direct demand model at the CSFFM FAZ level using as inputs only independent variables readily available at CSTDM’s level of aggregation and, as dependent variables, the final truck matrices estimated by CSFFM. The model will then be applied to CSTDM’s zoning system with the resulting estimates being appropriately scaled to match the input CSFFM matrix (with one scaling factor per cell of the CSFFM truck trip table). This procedure has the following desired properties

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