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Sponsor: SB1

Autonomicity: Developing An Agent-based Model for an Urban Living Laboratory with Shared, Connected and Autonomous Transportation System Components

Status

In Progress

Project Timeline

January 1, 2019 - December 31, 2019

Principal Investigator

r-jayakrishnanR. (Jay) Jayakrishnan

Project Team

Marjan Mosslemi, Eduardo Marino Fernandez, Pengyuan Sun, Negin Shariat

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2019-35
(Also see the UC ITS page)

Areas of Expertise

Intelligent Transportation Systems, Emerging Technologies, & Big Data Public Transit, Shared Mobility, & Active Transportation

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

This proposal is to study the impacts of an agent-based modeling which is to simulate shared-mobility transportation system associated with shared, connected, and autonomous vehicles (SCaV). This study constructs a comprehensive mobility agent pool for the consideration of various modes of travel such as drive-alone (private vehicle), public transit, shared-cars, shared rides, bikeshare, SCaV, and combinations of these modes. Five main components of this study are: (1) an agent-based simulation model for achieving a tractable, flexible, compatible, and scalable programmable platform with initial network contexts from Orange County; (2) development of a pool of multiple-class users with travel patterns resulting from constraint-driven optimization-based activity modeling (3) an integrated transportation mobility portfolio platform, which provides travelers with the optimal shared-mobility travel options among travel mode alternatives under newly-envisaged subscriptions services from TNCs, and (4) an examination of impacts of the proposed methods to not only system participants behavior but also entire transportation system performance.

Related Publications

published journal article | Jan 2019

Impacts of integrating shared autonomous vehicles into a Peer-to-Peer ridesharing system
Procedia Computer Science

Read more
published journal article | Mar 2024

Agent-Based Mobility Simulation for Potential Cost and Benefits of Subscription Services with Associated Cost Structures
Transportation Research Record

Read more

Improved California Truck Traffic Census Reporting and Spatial Activity Measurement

Status

Complete

Project Timeline

January 1, 2019 - December 31, 2019

Principal Investigator

Stephen Ritchie

Project Team

Andre (Yeow Chern) Tok, Yiqiao Li, Guoliang Feng

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2019-37
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Traffic counts are a major source for traffic volume data, which is needed for highway project development; financing considerations; project cost-benefit comparisons; analyzing, monitoring and controlling traffic movement on the highways; traffic accident surveillance; research purposes; highway maintenance; public information; highway legislation and many other purposes. Investments in detector infrastructure has been significant. Currently, there are approximately 3,000 Traffic Census stations in California that are used to report traffic count and classification data for State and Federal programs. The Truck Activity Monitoring System (TAMS) leverages existing in-pavement traffic sensors to provide truck activity data in California. This was accomplished by updating existing inductive loop detector sites with inductive signature technology, and implementing advanced truck classification models to provide detailed truck count data with over 40 detailed truck body configurations. The initial system was originally developed for the California Air Resources Board (CARB) for implementation at sixteen locations in the San Joaquin Valley and subsequently deployed statewide to over 90 detector locations in California with funding from the California Department of Transportation (Caltrans). This study will improve the capabilities of the TAMS in two key areas. The first enhancement will be to design and develop the TAMS Traffic Census Reporting Dashboard – a centralized axle-based classification data reporting module within TAMS for the Caltrans Traffic Census Program, which reports traffic count data to the Highway Performance Measurement System (HPMS) to support the analysis of highway system condition, performance, and investment needs, and for apportioning Federal-aid Highway Funds. The second TAMS enhancement will leverage existing TAMS field infrastructure at strategic locations to further enhance the ability to monitor truck activity patterns on larger spatial and temporal scales. This will be accomplished through the integration of Bluetooth and inductive signature data.

Related Publications

conference paper | Feb 2024

A Deep Learning Approach for Drayage Truck Identification Using Inductive Loops
2024 Forum for Innovative Sustainable Transportation Systems (FISTS)

Read more
research report | Aug 2023

Improved California Truck Traffic Census Reporting and Spatial Activity Measurement

Read more

Social Impacts of Transit Oriented Development on Disadvantaged Communities

Status

Complete

Project Timeline

January 1, 2019 - December 31, 2019

Principal Investigator

Doug Houston

Project Team

Naila Sharmeen, Michelle Zuniga, Bemmy Maharramov

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2019-38
(Also see the UC ITS page)

Areas of Expertise

Safety, Public Health, & Mobility Justice Travel Behavior, Land Use, & the Built Environment

Team Departmental Affiliation

Urban Planning and Public Policy

Project Summary

Planners need tools to better understand the social and community impacts of transit-oriented development (TOD) so they can proactively address barriers and challenges to equitable sustainable development for low-income and disadvantaged communities. Although TOD can help achieve regional greenhouse gas (GHG) emission goals and spur local revitalization, in some cases it results in gentrification and residential displacement of long-term residents. Fear of negative TOD impacts on housing affordability, neighborhood identify, and social cohesion have driven many community groups to forcefully oppose near-station developments and planners need new approaches for integrating community perspectives into the TOD planning process. This study surveyed residents regarding their perceptions (negative and positive) of neighborhood change and associated development along an existing commuter rail corridor and planned route of the new OC Streetcar in the City of Santa Ana, a largely low-income, Latinx community in central Orange County, California. A total of 329 surveys were collected between August and October 2019. Findings from this study include that on average residents are satisfied with neighborhood access to transport and amenities, and that higher neighborhood satisfaction was associated with a more positive assessment of development and neighborhood change. Residents living near the streetcar route had more negative assessments of change, reflecting heightened concerns about housing costs, displacement, and parking.

Related Publications

policy brief | Jul 2024

Perceptions of Neighborhood Change in a Latinx Transit Corridor

Read more
published journal article | Jun 2021

Perceptions of neighborhood change in a Latinx transit corridor
Journal of Transport Geography

Read more
published journal article | Jun 2024

The promise and pitfalls of early project notification meetings; illuminating Santa Ana's sunshine ordinance
Cities

Read more

A Review of Reduced and Free Transit Fare Programs in California

Status

Complete

Project Timeline

April 1, 2019 - January 17, 2020

Principal Investigator

Jean-Daniel Saphores

Project Team

Deep Shah, Farzana Khatun

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2019-55
(Also see the UC ITS page)

Areas of Expertise

Public Transit, Shared Mobility, & Active Transportation

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

To gain a better understanding of the current use and performance of free and reduced-fare transit pass programs, researchers at UC Irvine surveyed California transit agencies with a focus on members of the California Transit Association (CTA) during November and December 2019. Fifty-nine agencies, representing a broad cross-section of California transit operators, responded. Three quarters of respondents offered one or more free or reduced-fare transit pass programs in fiscal year 2018-19. While most respondents stated that free or reduced-fare transit passes increase ridership, many had concerns about the effect on their agency’s farebox recovery ratio, and to some extent on the fiscal health of their agency, though almost half of the respondents did not know the actual impacts. Those agencies offering student pass programs funded by student fees or employee programs funded by employers did not report any negative impact on ridership or on farebox recovery ratios. This confirms that free or reduced-fare transit pass programs structured like insurance programs (where a large group of potential transit riders—such as all students at a college or all employees in a large firm—periodically pays a lump sum to a transit agency while only a subset of that group actually uses transit) can be good for both riders and transit agencies. To achieve the full potential of these programs, they should be integrated into comprehensive policies to achieve California’s social and environmental goals.

Related Publications

policy brief | May 2020

A Review of Reduced and Free Transit Fare Programs in California

Read more
research report | Jan 2020

A Review of Reduced and Free Transit Fare Programs in California

Read more

Understanding and Modeling the Impacts of COVID-19 on Freight Trucking Activity

Status

Complete

Project Timeline

July 1, 2020 - June 30, 2020

Principal Investigator

Stephen Ritchie

Project Team

Andre (Yeow Chern) Tok, Mohanad Odema

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2021-44
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

This research will develop freight activity metrics to measure the impacts of COVID-19 on goods movement. The initial focus will be on intermodal freight drayage to and from the ports. Existing standalone data sources do not provide a complete view of freight activity. The effort will involve analyzing multiple distinct but complementary data sources, such as truck axle classification and weights from Weigh-In-Motion (WIM) sites, body classification from the Truck Activity Monitoring System(TAMS) sites, trajectories from truck GPS and traffic volumes and congestion from PeMS with the goal of understanding changes in truck activity such as link volumes, routing patterns and payloads of intermodal freight. The project will initially acquire WIM data from Caltrans from sites near the ports and the SoCal region to assess spatial and seasonal truck activity activity trends. Since standalone WIM data cannot distinguish drayage trucks from other heavy duty truck activity, additional TAMS sites will also be deployed at major corridors on the truck network in coordination with Caltrans. UCI is currently investigating the effects of a planned clean trucks incentive program on the I-710, where drayage truck GPS data is expected to be purchased from GeoStamp as a part of the study to analyze touring patterns of drayage trucks. Further integration of GeoStamp with WIM and TAMS data can provide further insights on CoVid-19 impacts on the efficiency of drayage operations and touring patterns, both in the spatial and temporal domain.

Related Publications

book/book chapter | Jan 2023

Understanding and Modeling the Impacts of COVID-19 on Freight Trucking Activity

Read more

Examining the Impacts of COVID-19 on the Shortage of Truck Drivers in the United States

Status

Complete

Project Timeline

May 1, 2020 - September 30, 2020

Principal Investigator

Amelia Regan

Project Team

Jean-Daniel Saphores

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2021-43
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain Safety, Public Health, & Mobility Justice

Team Departmental Affiliations

Civil and Environmental Engineering, Computer Science

Project Summary

This research project will examine how the COVID-19 pandemic has led to a shortage of truck drivers in the United States, and more specifically in California. In addition to exploring the causes of the shortage, it will examine the sharp slowdown in economic activity compared to previous economic recessions, and the impact of restrictions on freight movement between jurisdictions on the job market for truck drivers. The findings and policy recommendations will be recorded in a short video and a policy brief.

Related Publications

policy brief | Sep 2020

Will COVID-19 Worsen California’s Truck Driver Shortage?

Read more
Video Presentation | Jun 2020

Impact of COVID 19 on Truck Driver Availability

Read more

Dynamic Pricing for Maximizing Performance of High-occupancy Toll Lanes Along a Freeway Corridor

Status

Complete

Project Timeline

October 1, 2019 - September 30, 2020

Principal Investigator

Wenlong Jin

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2020-47
(Also see the UC ITS page)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience Transportation Economics, Funding, & Finance

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

So far High-Occupancy/Toll (HOT) lanes implemented in the real world have been operated based on heuristic pricing schemes, which are determined based on historic and current traffic conditions. However, these heuristic pricing schemes cannot guarantee the overall traffic system is performing at the optimal state. The objective of this research is to design dynamic pricing strategy for HOT lanes along a freeway corridor so as to reduce traffic congestion and environmental impacts and improve equity outcomes. The research team will apply trip flow models (TFMs) to describe the initiation, progression, and completion of paying trips on HOT lanes and non-paying trips on general purpose (GP) lanes. Based on TFMs, the research team will formulate an optimal control problem, in which travelers choose among HOT and GP lanes to minimize their individual generalized costs, and the whole system’s total cost is minimized. Simulation results will be produced to demonstrate the effectiveness of proposed methods.

Related Publications

published journal article | Aug 2024

Dynamic Distance-Based Pricing Scheme for High-Occupancy-Toll Lanes Along a Freeway Corridor
IEEE Transactions on Intelligent Transportation Systems

Read more
Preprint Journal Article | Sep 2023

Dynamic distance-based pricing scheme for high-occupancy-toll lanes along a freeway corridor

Read more

Exploring the Role of Transit in COVID-19 Transmission

Status

Complete

Project Timeline

July 1, 2020 - September 30, 2020

Principal Investigator

David Brownstone

Project Team

Henry Bernal

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2021-45
(Also see the UC ITS page)

Areas of Expertise

Public Transit, Shared Mobility, & Active Transportation Safety, Public Health, & Mobility Justice

Team Departmental Affiliation

Economics

Project Summary

With a high concentration of cases in urban areas nationwide, several questions arise for transit in the face of the COVID-19 pandemic. None, perhaps, are more important than understanding the role that transit has played in transmitting COVID-19, especially in dense Los Angeles County. After all, answering this question would help transit agencies in balancing between offsetting revenue losses resulting from declining ridership resulting from statewide stay-at-home orders and closures of non- essential businesses and providing frequent service for essential workers to avoid crowding and maintain social distancing guidelines. Moreover, understanding the connection between transit use and COVID-19 infections can dictate public transportation policy for the coming months, at a minimum, as California still wrestles with the pandemic. Researchers at UC Irvine explored the implications of high bus use on COVID-19 transmission in Los Angeles County between June 2020 and January 2021 by first developing a statistical model relating COVID-19 cases to demographic information (such as race/ethnicity, household income, etc.) and then by developing a statistical model using COVID-19 community case data and bus ridership across the Los Angeles Metro system. This model was then compared to another statistical model of COVID-19 infections that excluded bus ridership.

Related Publications

policy brief | Apr 2021

Higher Bus Ridership Unlikely to Increase Community COVID-19 Transmission

Read more
book/book chapter | Jan 2023

The Impacts of Bus Use on COVID-19 Dispersion

Read more

Regulatory Impacts and Infrastructure Needs to Improve the Efficiency of California Marine Ports

Status

Complete

Project Timeline

October 3, 2019 - October 2, 2020

Principal Investigator

Stephen Ritchie

Project Team

Craig Rindt, Priscilla Chu

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2020-49
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Goods movement is integral to the economy of California. However, California does not exist in a vacuum: its ports and economy compete nationally and internationally for the economic benefits that are brought through trade. Issues of throughput and mobility can create a competitive disadvantage for the state and California could lose business to its neighbors. As such, it is critical to understand how to remove barriers to goods movement transportation and delivery, while making the system safer and lessening the impact on the travelling public and communities. The wide range of academic, agency, and consultant work in this area means that there is a broad literature addressing these questions, but there is no recent comprehensive review that integrates a synthesis of regulatory impacts with potential operational and infrastructure improvements along with a summary of existing methods for assessing these strategies. This project will involve three main tasks. The first task will compile an inventory and evaluation of state and federal environmental, safety, and labor regulations that impact port freight and goods movement in California, with an emphasis on cumulative effects of regulation on the port freight sector’s economic competitiveness and workforce. These findings will provide the necessary context for the second task, which will conduct an evaluation of cost-effective port-related infrastructure investments and operational strategies that have been proposed or implemented by California’s ports and governing agencies to improve the efficiency of freight movement while also reducing environmental and health impacts in California. These potential improvements will be analyzed in the context of an evaluation of global best practices in increasing throughput at marine ports, including both infrastructure- and logistics-based solutions, with recommendations on actions that state, regional, and local agencies can take to increase throughput. Finally, the third task will review how improvements to California’s ports are assessed and planned, with a focus on the modeling and project selection process in California.

Related Publications

MS Thesis | Jun 2020

Synthesis of California Port Competitiveness Issues and Policy Recommendations

Read more

Accessibility, Affordability, and the Allocation of Housing Targets to California’s Local Governments

Status

Complete

Project Timeline

October 4, 2019 - October 3, 2020

Principal Investigator

Nicholas Marantz

Project Team

Jae Hong Kim, Doug Houston, Huixin (Echo) Zheng

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2020-50
(Also see the UC ITS page)

Areas of Expertise

Travel Behavior, Land Use, & the Built Environment

Team Departmental Affiliation

Urban Planning and Public Policy

Project Summary

California's Housing Element law requires the allocation of housing targets to local governments. These targets should align with long-range regional strategies to concentrate growth in transit rich areas, but little evidence exists about the effectiveness of housing allocation schemes for achieving accessibility and affordability. Indeed, there is some evidence that – to date – the law has not served these goals effectively. In 2018 California Senate Bill (SB) 828 significantly amended the Housing Element law, conferring additional authority on the California Department of Housing & Community Development (HCD) to determine housing targets. Moreover, SB 50 (introduced in 2019) proposes to require HCD to identify "jobs-rich" areas, in which local governments would be required to allow relatively dense residential development. SB 50 proposes to also raise the minimum allowable density for residential development in areas close to transit stops. State legislators and administrators have very little information to evaluate the current housing target allocation process or its interaction with the regulatory scheme contemplated by SB 50. This project would fill that gap, providing guidance for linking housing and transportation policy. This project will provide decision support for state legislators and administrators by: 1) comparing California’s housing target allocation and implementation methods to methods currently used in other states, as well as methods described in the scholarly literature; 2) comparing the possible effects of different allocation and implementation methods on job accessibility at different levels of housing affordability; and 3) identifying ways that future legislation and implementation could promote the goals of the Housing Element law related to accessibility.

Related Publications

policy brief | Feb 2021

California Can Simplify the Housing Element Law to Reduce Administrative Burdens and Improve Social Equity

Read more
research report | Feb 2021

Accessibility, Affordability, and the Allocation of Housing Targets to California’s Local Governments

Read more

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