Infrastructure

Cities as Complex Systems—Collection Overview

Rybski, Diego
Marta Gonzalez
2022

This collection provides a contemporary excerpt of “Cities as complex systems”. The contributions have been submitted between April and October 2020. We briefly discuss example papers addressing the themes “urban scaling”, “urban mobility”, “flows in cities”, “spatial analysis”, “information technology and cities”, and “cities in time”. After motivating the intersection of cities and complexity, we provide an introduction and additional thoughts on urban scaling.

EEZ Mobility: A Toolf or Modeling Equitable Installation of Electric Vehicle Charging Stations

Clark, Callie
Ozturk, Ayse Tugba
Hong, Preston
Marta Gonzalez
Scott Moura
2022

Public electric vehicle (EV) chargers are unevenly distributed in California with respect to income, race and education-levels. This creates inequitable access to electric mobility especially for low-income communities of color, which. are less likely to have access to home charging stations. These vulnerable communities are also more likely to be located in areas with poor air quality and would therefore benefit from EV adoption. Currently programs exist in California that fund incentives for public EV chargers in “Disadvantaged Communities” but the process for identifying these...

Sidewalk Networks: Review and Outlook

Rhoads, Daniel
Rames, Clément
Solé-Ribalta, Albert
Marta Gonzalez
Szell, Michael
Borge-Holthoefer, Javier
2023

From a transport perspective, increasing active travel –and walking in particular– is crucial for the future of sustainable cities, as reflected in global decarbonisation policies and agendas. Further, walking is much more than a mere mode of transport: it provides a fundamental social function, fostering vibrant cohesive communities. Arguably, walking and its associated infrastructure –sidewalks– should rank among the highest priorities for planning authorities. However, efficiency- and speed-driven urbanisation has gradually reallocated street space to private cars, leading to...

Dimension Reduction Approach for Understanding Resource-flow Resilience to Climate Change

Salgado, Ariel
He, Yiyi
Radke, John
Ganguly, Auroop Ratan
Marta Gonzalez
2024

Networked dynamics are essential for assessing the resilience of lifeline infrastructures. The dimension-reduction approach was designed as an efficient way to map the high-dimensional dynamics to a low-dimensional representation capturing system-level behavior while taking into consideration network structure. However, its application to socio-technical systems has not been considered yet. Here, we extend the dimension-reduction approach to resource-flow dynamics in multiplex networks. We apply it to the San Francisco fuel transportation network, considering the flow between refineries,...

Share, Collaborate, Benchmark: Advancing Travel Demand Research through rigorous open-source collaboration

Caicedo, Juan D.
Guirado, Carlos
Marta Gonzalez
Joan Walker
2024

This research foregrounds general practices in travel demand research, emphasizing the need to change our ways. A critical barrier preventing travel demand literature from effectively informing policy is the volume of publications without clear, consolidated benchmarks, making it difficult for researchers and policymakers to gather insights and use models to guide decision-making. By emphasizing reproducibility and open collaboration, we aim to enhance the reliability and policy relevance of travel demand research. We present a collaborative infrastructure for transit demand prediction...

Modeling Potential Fire Spread Polygons and Networks for Suppression Strategies

Kim, Minho
Castellnou, Marc
Marta Gonzalez
2025

Unprecedented fire seasons are overwhelming fire suppression capacity in Mediterranean Europe. Fire services respond to urgent risks, but are being outpaced by more complex wildfires. Fire suppression needs proactive and risk-informed strategies to avoid catastrophic wildfires. In this study, we present an automatic method for generating potential fire polygons by adapting hydrological basin delineation techniques to fire spread simulations. Using the time since ignition as input, we segment the landscape into polygons representing discrete spatial units of fire potential. These polygons...

The Cost of the Technological Sublime: Daring Ingenuity and the New San Francisco-Oakland Bay Bridge

Karen Trapenberg Frick
2008

Meg-projects are often captivating to political leaders and the public because of their colossal size and the technical hurdles they overcome. This feature of major infrastructure in the landscape has been termed the 'technological sublime' (Marx, 1964; 2000; Nye, 1994). This chapter uses the concept of the sublime to contribute a new dimension to understanding the evolution of mega-project design and optimism bias. The case of the new San Francisco-Oakland Bay Bridge in Northern California is used to demonstrate how the technological sublime dramatically influenced bridge design, project...

Bay Bridge Congestion-Pricing Project: Lessons Learned to Date

Karen Trapenberg Frick
Heminger, Steve
Dittmar, Hank
1996

The San Francisco–Oakland Bay Bridge, connecting San Francisco and the East Bay, is one of the most heavily traveled corridors in the nation. In an effort to address traffic congestion in this corridor, the Bay Area Congestion Pricing Task Force—a group of business, environment, public interest, and government organizations—has been examining the viability of variable tolls on the Bay Bridge. Tolls would be higher during peak commute hours when demand is highest and lower in off-peak hours when the bridge has excess capacity. This supply-and-demand-based concept is known as congestion...

Bay Bridge Toll Evaluation: Final Report

Deakin, Elizabeth
Karen Trapenberg Frick
Cervero, Robert
Alexander Skabardonis
Barnes, Ian
Kingsley, Karla
Rubin, James
Murakami, Jin
Amaro, Javier
Jensen, Erik
2011

On July 1, 2010, the Bay Area Toll Authority (BATA) raised the tolls on the seven state‐ owned bridges in the San Francisco Bay Area. For six of the bridges, a flat $5 toll was implemented for passenger vehicles with a 50% discount ($2.50 toll) for peak‐period 3+ person carpools, which had previously crossed the bridges free of charge. On the San Francisco‐ Oakland Bay Bridge, a more complex toll structure was put into place. The toll was increased to $6 during weekday peak periods (5‐10 a.m. and 3‐7 p.m.), and the off‐peak weekday toll was left unchanged at $4. The peak period 3+ person...

Impact of Peak and Off-Peak Tolls on Traffic in San Francisco–Oakland Bay Bridge Corridor in California

Barnes, Ian C.
Karen Trapenberg Frick
Deakin, Elizabeth
Alexander Skabardonis
2012

The San Francisco–Oakland Bay Bridge is located in the heart of the San Francisco Bay Area in California and connects two of the largest cities in northern California over San Francisco Bay. In July 2010, the Bay Area Toll Authority (BATA) increased tolls on the San Francisco–Oakland Bay Bridge from a flat toll collected westbound only to weekday peak and off-peak tolls. BATA also instituted a carpool toll of $2.50 (previously carpools crossed for free) payable by FasTrak electronic toll collection tag only. With floating-car data provided by BATA, the change in travel time for the I-80, I...