Database search is coming soon. In the meantime, use the following categories to explore the database resources:
Transportation
Open source software, digital infrastructure, and governance frameworks that enable public-private collaboration and the seamless exchange of transport data.
This scorecard shows the criteria and point values that make up the BRT Standard, including a description of each category.
The Future of Mobility Scenario Game is a role-playing game that allows practitioners, communities, and anyone who wants to play it to experience the future of mobility in a city from different perspectives.
EcoLogistics Self-monitoring tool is a calculation tool developed for cities to estimate their greenhouse gas emissions from urban freight transport. It allows the assessment of baseline and target scenarios wherein specific technologies or strategies are hypothetically implemented. The tool also acts as a monitoring tool for cities to make meaningful comparisons over time and with other cities in terms of urban freight emissions.
Bicycle and pedestrian counting technical equipment and consulting services.
Dino Polo Club Mini Metro and Mini Motorways game is a minimalist metro planning puzzle and road allocation game suited for all ages and knowledge-levels games that make everyday concepts fun and engaging for everyone.
Surveyor app from Coord to collect accurate curb asset data in half the time with the power of augmented reality.
Provides a platform to analyze, share, and collect curb data.
CoAXs uses open data and free software to enable users to test new transportation scenarios in real time. Users can activate and deactivate selected hypothetical and existing transit routes; examine effects of changes such as in bus speeds or frequencies; and explore the impact of these changes on different locations in a region. Great example of work done in Boston.
Guidelines for cities to implement sustainable and environmental mobility strategies for people and goods.
BikeAble can use mapping technology to model the low-stress bike route options available from any origin to any destination. Doing this for a large number of origins and destinations allows us to aggregate the results to show not just how connected one household is to key destinations, but how well connected an entire community is.
Open-source library of tools for working with transit data.
This document contains the permit requirements for Portland's 2018 E-Scooter Pilot Program.
This document outlines all the permit requirements for vendors participating in Portland's 2019 E-Scooter Pilot. This set of requirements is largely based on the 2018 E-Scooter Pilot requirements but features more comprehensive requirements related to data sharing and the longevity of the vehicles.
This is the set of permit requirements for vendors to participate in the Chicago Dockless Bikeshare Pilot Program.
This report created by Toole Design and commissioned by the City of Spokane provides analysis of a micromobility pilot launched in 2018. Toole Design considered survey results, field evaluation, and data reports when forming their recommendation for the city.
"This document describes the permit process for the City of Fremont’s Shared Active Transportation pilot program. Shared active transportation (SAT) programs consist of bicycles, electric bicycles, and/or motorized scooters (“SAT vehicles” or “devices”) that are deployed in the public right of way for use by members, subscribers, customers, or the general public. This document describes program terms and conditions, required application contents, and the process and timeline for review of applications. The objective of this permit process is to facilitate the creation of shared active transportation programs and the realization of their potential benefits, while avoiding potential negative impacts of such programs on the health, safety, and welfare of the general public."
The City of Milwaukee's Department of Public Works launched an e-scooter pilot program in 2019. This document outlines the requirements for participation in the pilot as well as the goals for the pilot.
This document contains the City of Milwaukee's "terms and conditions" for participation in their Dockless Bicycle Share Pilot Study. The City introduces goals for their pilot as well as their terms for participation which include insurance requirements, fees, data sharing, and fleet requirements.
The City of Baltimore launched a six-month dockless mobility pilot program on August 15, 2018. After evaluating trip data, community surveys, and injury reports, city planners recommended in this report that the City of Baltimore permanently integrates dockless bicycles and e-scooters into its transportation network.
The City of El Paso, Texas adopted a set of Shared Use Mobility Device Rules and Regulation on May 1, 2019. Included in the rules and regulations document are permit requirements for participating in a pilot program.
Using public survey results and data provided by micromobility vendors, the City of Denver's Public Works Department created this evaluation report roughly six months after the pilot began.
This evaluation report conducted by the Seattle Department of Transportation is one of the most comprehensive and thorough reports of a new mobility pilot program. The report features an in-depth analysis of ridership data, community and user surveys, and the equitable-access requirements.
The City of Charlotte added e-scooters to their Shared Mobility Pilot Program in May 2018. This report focuses on four important aspects of e-scooter implementation (safety and education, infrastructure and parking, operations and permitting, and data sharing and learning) and looks at the current practice and next steps for the City of Charlotte in each category.
"This document provides an evaluation of the San Francisco Municipal Transportation Agency’s (SFMTA’s) Powered Scooter Share Pilot Program (Pilot) at the mid-point of the 12-month pilot period per the August 28, 2019 Pilot Powered Scooter Share Permit Program Policy Directive."
"This document provides an interim evaluation of the SFMTA’s Stationless Bikeshare Pilot Program, approximately 9 months after the start of the 18-month pilot period. The evaluation shows that the JUMP bikeshare system is generally performing well and complies with the terms and conditions set forth by the SFMTA. The evaluation also identifies several potential improvements. Based on this evaluation, the SFMTA recommends expanding the maximum fleet size for JUMP to 500 bikes for the duration of the 18- month pilot period. The SFMTA will complete its full evaluation of the pilot program in spring 2019, including recommendations for if and how to permanently permit the operation of stationless bikeshare in San Francisco."
The Metropolitan Transportation Commission (MTC) was created as a result of state mandates in 2008 to mitigate climate change in the San Francisco Bay Area. This report evaluates the MTC's Climate Initiatives Program, a program with multiple projects designed to reduce greenhouse gas emissions caused by transportation.
This report contains findings from all of the community engagement the City of San Antonio conducted during its six-month Dockless Vehicle Pilot Program which began on October 19, 2018.
These are the permit requirements for the Chicago E-Scooter Share Pilot Program, which ran from June 15, 2019 to October 15, 2019.
Chicago launched their first dockless bikeshare pilot on May 1, 2018. The program ended on November 1, 2018. This report outlines the City's goals for the pilot as well as survey results and trip data collected during the pilot period.
The Portland Bureau of Transportation (PBOT) report provides a preliminary analysis of an E-Scooter Pilot Program conducted in Portland, Oregon, from July 2018 through November of the same year. The report includes ridership data, public perception and concerns, areas for improvement, and proposed next steps for implementing e-scooters in Portland.
Unregulated commuter shuttles in San Francisco created safety and congestion issues while loading and unloading passengers. To directly address these problems, the San Francisco Municipal Transportation Agency created the Commuter Shuttle Pilot Program, a program that enabled eligible commuter shuttles to load and unload passengers at curb zones originally intended for Muni buses. This report evaluates the impacts of the 18-month pilot program which began in January 2014.
This report summarizes the user survey findings during the half-way point of a year-long microtransit pilot project in West Sacramento, California. A final evaluation of the pilot will be published by the Transportation Sustainability Research Center at the University of California, Berkeley in 2019.
In partnership with Via, Marin County Transit District (Marin Transit) launched a microtransit pilot program in May 2018. This report created by Marin Transit contains lots of insights into the design and outcome of the pilot project. In particular, the survey results and data analysis in the report is very colorful.
"Researchers at the Transportation Sustainability Research Center (TSRC) at UC Berkeley conducted an evaluation of the RideKC: Bridj pilot program operating in Kansas City, MO. RideKC: Bridj is a public‐private partnership with the goal to enhance existing public transit options in Kansas City through a flexible microtransit service offered by Bridj. TSRC UC Berkeley’s goal in this evaluation is to assess the travel behavior impacts of the service, as well as to provide operational and institutional analysis."
On June 13, 2018 Waymo's early rider program hit the one year mark. This article written by Waymo includes some interesting statistics about how the program and who participated.
The Mcity driverless shuttle began operating on the University of Michigan's campus in June 2018. This report focuses on how the researchers collected data and designed the project in order to achieve the project goals of leaning how people react to riding in the shuttles and a how road users interact with the driverless shuttles.
"In 2017, the City of Arlington contracted with the autonomous shuttle company EasyMile to begin the first self-driving shuttle program open to the public in the United States. From August 2017 to August 2018, the Milo vehicles operated on off-street trails that connect major entertainment venues with remote parking areas. The program’s name represents mile zero - the point at which guest arrive at their destination. Milo operated at over 110 events during the program with a perfect safety record."
In order to ease congestion downtown and relieve pressure on parking during the holiday season, the city of Boulder, Colorado engaged in a partnership with Lyft, Uber, and a taxi company zTrip. The pilot project, which ran for 11 weeks, involved the city subsidizing rides for residents of Boulder who travelled downtown using one of the partnership companies. This report presents the motivation, design, operation, and results of the pilot.
The Go Centennial pilot was the first pilot project in the country where a government or transit agency fully subsidized first and last-mile rides provided by a transportation network company (in this case Lyft). The Go Centennial pilot was launched in Centennial, Colorado on August 2016 and ran for six months until February 2017. This final report is one of the most comprehensive evaluations of a TNC partnership pilot, and details the goals, preexisting conditions, and procurement and design of the pilot. The report concludes with a qualitative and quantitative analysis of the pilot and a set of lessons learned and key takeaways.
This report evaluates the Massachusetts Bay Transportation Authority's "The RIDE" pilot project. The pilot project, which is still in operation today, is an example of a public-private partnership, where the MBTA subsidizes ADA paratransit rides provided by Uber, Lyft, and Curb their traditional ADA paratransit customers. The analysis and modeling in the report is based off of data provided by the MBTA stretching from the pilot's start date in October 2016 through March 2018.
"The Pinellas Suncoast Transit Authority (PSTA), in Pinellas County, FL, was the first transit agency in the US to sign a service provision agreement with a transportation network company (TNC) to offer joint first/last-mile service subsidized by public dollars. PSTA’s “Direct Connect” pilot allows riders to get to and from bus stops in a taxi, wheelchair-accessible vehicle (WAV), or Uber TNC vehicle at a subsidized rate. PSTA’s overall experience developing, managing, and adapting the Direct Connect pilot provides insight into what transit agencies can expect when working with on-demand service providers. While operating on a larger scale, in a denser environment, or with a different ridership base may have offered different lessons in implementation, the Direct Connect pilot’s service design shows what is necessary for a successful launch of a pilot program: good data and transparency from all parties, as well as concrete plans for outreach and evaluation."
This report categorizes and summarizes efforts that are already underway in cities across the world to rethink curb management, to outline the key takeaways from the one-day workshop that involved city staff from Portland, Seattle, and Vancouver, and to identify major research gaps.
This paper is concerned with the relationship between road infrastructure and safety for both conventional and increasingly-autonomous vehicles as the latter become more common on road networks. Understanding the current situation and looking forward may relieve some of the anxieties described above. The paper provides a framework for considering these issues and works within the structure of the Johari Window.
This article examines the increasingly high demand for same-day and two day delivery and what customers are willing to do to get it.
BMW’s car-sharing service abruptly ceased operation Wednesday, ending a mobility program that included 1,000 free-floating vehicles used by more than 100,000 members across Seattle and Portland.
Bird and Scoot announced that Bird is acquiring Scoot, the San Francisco-based electric vehicle pioneer. The acquisition is a strategic decision from two like-minded companies.
Lime has joined rival Bird in establishing a safety advisory board tasked with helping the e-scooter industry shape local regulations—and shake its risky reputation.
Motion sickness is a serious consideration on any car trip where you’re not driving. So what are we supposed to do in self-driving vehicles? Researchers are finally looking into this question with an experiment designed to see just what makes people like us so sick.
This book explores the opportunities and challenges of the sharing economy and innovative transportation technologies with regard to urban mobility. Written by government experts, social scientists, technologists and city planners from North America, Europe and Australia, the papers in this book address the impacts of demographic, societal and economic trends and the fundamental changes arising from the increasing automation and connectivity of vehicles, smart communication technologies, multimodal transit services, and urban design.
The mundane automobile is about to disrupt your life. Thanks to rapid advance in mobile robotics, cars are poised to morph into the first mainstream autonomous robots that we will entrust with our lives. After almost a century of failed attempts to automate driving, modern hardware technology, and a new generation of artificial intelligence software called deep learning, are giving cars human0level ability to safely guide themselves through unpredictable environments. This book tells the story of this revolution.
In the second decade after Henry Ford's Model T first rolled off the assembly line, inventors were working to eliminate the weakest link in the chain – the driver. Nearly a century later, that effort is finally coming to fruition. With it could come either better and safer lives or a lifestyle change for the worse. The book explores both futures, as well as the shades of gray between them, and offers a recipe for the best outcome.
Blog post about AV deployment timelines self-predicted by 11 top auto manufacturers.
"This research explored how these new options could be synergistic with public transit models and detailed the experiences of two transit operators that entered into service delivery partnerships with a transportation network company and a micro- transit operator. Based on a series of interviews and the experiences of these two public agencies, this research provides a set of key takeaways and recommendations for transit operators exploring the potential of partnering with new mobility services such as transportation network companies (e.g., Uber or Lyft) and microtransit (e.g., Bridj or Via)."
"Thanks to a literature review, interviews of the players of the French CEP sector and urban parcel delivery sector, as well as comparisons with other European countries, this article analyzes the sector's changes, its drivers, and provides an accurate picture, based on examples and figures, of an under-studied sector. The article also highlights some future prospects for the new segment such as the segment's consolidation and the rise of cross-border e-commerce."
"Seven companies operating electric scooters in Chicago have been fined by the city for not living up to the terms of their pilot program contract."
This report first describes both current and future uses of connectedness in the auto sector, in order to identify what a fully connected car would look like. It then analyses how companies are tackling the connected car space, looking not just at traditional auto and technology companies, but also industry “disruptors”, such as Uber and Lyft, which are slowly changing the nature of urban mobility. Finally, the report determines what kind of infrastructure and support is needed to make all these innovations a reality, bringing fully connected cars to the market.
"This report represents an important contribution to the emerging understanding of the connections between transportation and public health. It contains 8 chapters entitled: Health effects of transportation policy; Transportation authorization 101: a backgrounder; Public transportation and health; Walking, bicycling, and health; Roadways and health: making the case for collaboration; Breaking down silos: transportation, economic development and health; Sustainable food systems: perspectives on transportation policy; Traffic injury prevention: A 21st-century approach. This report was written for community leaders, policymakers, funders, practitioners, and advocates interested in an overarching strategy to promote active living and to build healthy communities of opportunity."
This policy paper focuses on the primary concept of the street as space that can be repurposed – real estate that can be allocated in similar or different ways than done currently. Cities generally refer to this publicly owned and regulated space from one side of the street to the other as the right of way (ROW). Our focus is on the centrality of the ROW in dictating many other community functions and values – transportation and otherwise. And our particular bias is to focus on the opportunities that AV technology is likely to create to rethink how the ROW is allocated, so that our communities can meet their substantial and unique environmental, social, and economic challenges.
The New Mobility Playbook is a set of plays, policies, and strategies that will position Seattle to foster new mobility options while prioritizing safety, equity, affordability, and sustainability in the transportation system.
This report was developed to inform a Federal Highway Administration (FHWA) workshop, held in September 2015, exploring emerging technological trends in transportation. This paper provides an overview of select developing transportation technologies and includes a discussion of the policy implications of these new technological trends.
The Mobility Hub Reader’s Guide is meant to provide guidance and inspiration for city staff, property owners, developers, designers, transit agencies, and community members for enhancing project developments and public right-of-way improvements in proximity to existing or new transit stations with amenities, activities, and programs to support multi-modal connectivity and access.
This article describes the changing driving landscape in New York City. The city is making efforts to return the streets to the people and also optimize public transportation options. The pushback is steep again the community where the traffic is being pushed as well as with the business owners.
This paper, for the first time, presents comparable projections of travel behavior impacts of the introduction of autonomous vehicles (AVs) into the private car fleet for two countries, namely the USA and Germany. The focus is on fully autonomous vehicles (AVs) which allow drivers to engage in other activities en route. Two 2035 scenarios – a trend scenario and an extreme scenario – are presented for both study countries. For these projections, we combine a vehicle technology diffusion model and an aspatial travel demand model. Factors that influence AV impact in the behavioral model are mainly new automobile user groups, e.g. travelers with mobility impairments, and altered generalized costs of travel, e.g. due to a lower value of travel time savings for car travel. The results indicate that AV penetrations rates might be higher in Germany (10% or 38% respectively) than in the USA (8% or 29% respectively) due to a higher share of luxury cars and quicker fleet turnover. On the contrary, the increase of vehicle mileage induced by AVs is not higher in Germany (+2.4% or +8.6% respectively) than in the USA (+3.4% or +8.6% respectively). This is mainly due to the lack of mode alternatives and lower fuel costs resulting in a higher share of travel times among the total generalized costs of travel in the USA. These results clearly indicate that context factors shaped by national policy will influence AV adoption and impact on travel demand changes. Based on these results the paper draws policy recommendations which will help to harness the advantages of AVs while avoiding their negative consequences.
As a strategic roadmap, this document does not commit to specific budgets or metrics but serves as a vision and communications document to capture a wide variety of viewpoints into Austin’s mobility future. This roadmap will be incorporated into the larger Austin Strategic Mobility Plan to be finalized and approved at a future date. Critical to the development of the broader Mobility Plan will be an extensive analysis of the resource requirements for implementation of this shared, electric and autonomous vehicle (e-av) Roadmap.
This document includes the interests of most, if not all, major issues surrounding the impact AVs will have on our communities, government, and environment once they land.
This white paper discusses the forces affecting U.S. passenger travel, the permanence of which is often unclear. We explore travel demand’s relationship with explanatory factors such as economic activity, gas prices, urban form, socio-demographic traits and generational effects, the expanding availability of travel options (including electronic alternatives to travel) and technological innovations in the transportation sector (including the advent of emerging transportation and shared mobility services). We discuss how these factors modify the alternatives available to travelers, the characteristics of each alternative, and the way travelers perceive and evaluate these characteristics.
Continuous and dynamic growth in demand for road transport, especially in developing countries, causes increase of greenhouse gases (GHG) emissions. At the same time the emissions of toxic components of exhaust gases harmful to human health and the environment enhance – particulate matter, nitrogen oxides, carbon monoxide and others. In particular, GHG emission and increase their concentration in the atmosphere, where road transport is the largest issuer in the transport sector, become one of the most important global problems. So far actions towards reducing energy consumption and emissions have not caused a decrease in global emissions. The aim of authors of this paper is to analyze the potential for AV to reduce GHG emissions from road transport. The analysis includes not only technical and technological issues, but also organizational and in the management of transport demand.
The Transportation Authority’s “Emerging Mobility Evaluation Report” provides the first comprehensive look at the rapidly evolving emerging mobility sector in San Francisco. The report outlines the range of services operating in San Francisco, covering everything from ride-hail services to autonomous vehicles and microtransit to scooter sharing. In the report, the Transportation Authority evaluates how these services and technologies align with the city’s 10 Guiding Principles related to collaboration, safety, transit, congestion, sustainability, equitable access, accountability, labor, disabled access, and financial impact.
"This Future of Mobility White Paper is intended to inform and guide policymakers and modelers developing the next iteration of the CTP –CTP 2050 –by presenting updated descriptions and analyses of developments impacting California’s transportation system."
"Connected and automated vehicle (CAV) technologies have the potential to change transportation on a global scale. These technologies could improve safety, significantly alter transportation costs, and change traffic patterns and congestion." This time is now to begin having these conversations about how CAVs may integrate into our cities and the impact they could have on land use.
This blog talks about how the autonomous vehicles will change the built environment such as street design, parking infrastructure, public space, etc. It also mentions how different modes can be integrated with the change of built environment.
Although recent studies of Shared Autonomous Vehicles (SAVs) have explored the economic costs and environmental impacts of this technology, little is known about how SAVs can change urban forms, especially by reducing the demand for parking. This study estimates the potential impact of SAV system on urban parking demand under different system operation scenarios with the help of an agent-based simulation model. The simulation results indicate that we may be able to eliminate up to 90% of parking demand for clients who adopt the system, at a low market penetration rate of 2%. The results also suggest that different SAV operation strategies and client's preferences may lead to different spatial distribution of urban parking demand.
One of the public policy goals for livable and sustainable communities is to minimize the use of automobiles. This paper focuses on introducing and justifying an important new policy principle. Even when car travel is minimized with smart growth land development policies, transportation demand management, and increased public transit, a significant level of automobile use will remain. As a result, reducing the environmental, economic and safety impacts of those remaining automobiles should be an essential element of a livable, sustainable community. Fortunately, fundamental and disruptive technological advances in new vehicles—automation, connectivity, and electrification as described in this paper are fast emerging to make this new priority feasible.
The "what ifs" are endless at this point. This article leaves us with only the tip of the iceberg of answers that could lead to what will happen as we are faced with major changes in transportation.
"This paper builds on the growing scholarship on neighbourhood-level GHG production by combining emissions calculations from embodied energy, building-operating energy, and transportation energy, examining four variations of residential density."
This report summarizes the major assumptions, predictions and forecasts that have been made for autonomous vehicles. It emphasizes their impact and takes focus on the effects it will have on previously immobile people and what it will take to integrate them legislatively.
This article examines what's driving interest and experimentation in MaaS in cities around the world, outlines the core elements of MaaS and how this concept could evolve, and describes the role of government and the private sector in realizing the benefits MaaS brings.
Currently, little planning is being done to prepare for driverless technology. Actors at multiple levels, however, have tools at their disposal to help ensure that new technology does not come at the expense of the nation’s remaining natural habitats. This Article advocates for a shift in paradigm from policies that are merely anti-car to those that are pro-density, and provides suggestions for both cities and suburban areas for how harness the positive aspects of driverless cars while trying to stem the negative. Planning for density regardless of technology will help to ensure that, for the world of the future, there is actually a world.
This Blueprint outlines a vision for cities in a future where automated transportation is both accepted and widespread as part of the built environment. It is a human oriented vision for the potential of city streets, intersections, and networks-one in which automation can serve the goals of safety, equity, public health, and sustainability.
After 17 cyclists die after being hit on the roads in the first half of the year, the city decides to take major steps to improve bicycle safety.
"Mobility Plan 2035 (Plan) provides the policy foundation for achieving a transportation system that balances the needs of all road users. As an update to the City’s General Plan Transportation Element (last adopted in 1999), Mobility Plan 2035 incorporates “complete streets” principles and lays the policy foundation for how future generations of Angelenos interact with their streets."
This report, BCG's latest on autonomous vehicles, examines the case for AVs as a cornerstone of the urban mobility revolution, as seen through experience of Boston. It describes transportation challenges, strategic considerations, scenario modeling and simulations, field testing. We hope that leaders in the public and private sectors who are considering nuw urban mobiliy models will benefit from these reflections and recommendations on Boston's experience thus far.
The former mayor of Portland, Oregon, outlines what a smart ride-hailing tax looks like for American cities. He discusses how the City should price the TNCs and other shared mobility to ensure the urban equity and affordability goal. He provided six ideas for the full-benefits of a tiered ride-hailing tax and addresses likely downsides.
"To gauge the opinions of everyday Americans on this complex and far-reaching topic, the survey presented respondents with four different scenarios relating to automation technologies. Collectively, these scenarios speak to many of the hopes and concerns embedded in the broader debate over automation and its impact on society. The scenarios included: the development of autonomous vehicles that can operate without the aid of a human driver; a future in which robots and computers can perform many of the jobs currently done by human workers; the possibility of fully autonomous robot caregivers for older adults; and the possibility that a computer program could evaluate and select job candidates with no human involvement."
"Transit ridership fell in 31 of 35 major metropolitan areas in the United States last year, including the seven cities that serve the majority of riders, with losses largely stemming from buses but punctuated by reliability issues on systems such as Metro, according to an annual overview of public transit usage."
Inclusive of manufacturing, transportation to the US, and the use phase, this study looks at the environmental impact of e-scooters compared to the use of alternative modes of transportation.
"This paper assesses alternative fuel options for transit buses. We find that all alternative fuel options lead to higher life cycle ownership and external costs than conventional diesel. When external funding is available to pay for 80% of vehicle purchase expenditures (which is usually the case for U.S. transit agencies), BEBs yield large reductions (17–23%) in terms of ownership and external costs compared to diesel."
The presentation given to the city council goes over the potential the future of the City of Vancouver has to offer and what the next steps may be.
This framework offers planners and community advocates a step-by-step guide to a more community-centered transportation planning process that focuses on the mobility needs of communities and puts affected communities at the center of decision-making. Offers a process for how to prioritize transportation modes/mobility options that are the most equitable and sustainable.
This commentary discusses about how AVs have impact on the space such as parking and road safety, etc.
This report combines recently published research and newly available data from a national travel survey and other sources to create the first detailed profile of TNC ridership, users and usage. The report then discusses how TNC and microtransit services can benefit urban transportation, how policy makers can respond to traffic and transit impacts, and the implications of current experience for planning and implementation of shared autonomous vehicles in major American cities.
This report recommends potential research and policies that will help shape progress towards that vision. It also clarifies some opportunities and preparatory work for TransLink to consider as an operator. These are explained in the body.
"The research described in this report shows that even with the greater global warming emissions from manufacturing (largely because of lithium-ion battery manufacturing), a battery-electric vehicle still results in significantly lower global warming emissions over its lifetime than its gasoline counterpart. Other studies on this topic have come to similar conclusions."
"As automated vehicle technologies advance, they have the potential to dramatically reduce the loss of life each day in roadway crashes. To support industry innovators and States in the deployment of this technology, while informing and educating the public, and improving roadway safety through the safe introduction of the technology, NHTSA presents Automated Driving Systems: A Vision for Safety. It is an important part of DOT’s multimodal efforts to support the safe introduction of automation technologies. In this document, NHTSA offers a nonregulatory approach to automated vehicle technology safety."
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