California will need high volumes of alternative low carbon fuels to be able to meet its climate change goals. In order to support these goals, this study investigated the technological and commercial feasibility of producing large quantities of renewable natural gas fuels for use in California. The study’s results indicate that there are substantial sources of RNG in California that are commercially competitive with existing fossil fuel-based transportation fuels because carbon externalities are taken into consideration in the California market through existing programs such as the Low Carbon Fuel Standard (LCFS) and the U.S. Renewable Fuels Standard (RFS). At current credit prices including California’s LCFS and the U.S. federal Renewable Identification Number (RIN) credits, up to 82 billion cubic feet per year (bcf/y) of RNG supply could be attractive for private investment at competitive rate of return in developing RNG sources from landfill, dairy, municipal solid waste and waste-water sites combined. We find that the LCFS credit of $120 per metric tonne of CO2, if taken alone, enables economically viable production of up to 14 bcf RNG transportation fuel over the study period, which begins in 2013 and extends into the 2020s, 6.3 bcf from landfill, 1.5 bcf from waste-water treatment, 1.75 bcf from municipal solid waste, and 4.3 bcf from dairy. If current carbon credit prices persist into the future for programs like the LCFS, a substantial portion of natural gas consumption in the transportation sector can be satisfied by RNG. The analysis also shows that increasing tipping fees for municipal solid waste can influence private investment in RNG. Finally, the study investigates the impact of California’s quality standards for RNG and distance to central distribution systems on the level of investment in certain kinds of RNG. These results support the implementation of the Low Carbon Fuel Standard, Short-lived Climate Pollutant Strategy, and incentive programs by providing insight into feasible methods to maximize the production of RNG via the most cost-effective pathways, thereby providing practical means to meet the State’s long term climate goals.
Author Archive: Scott Richards
STEPS Fall 2016 Symposium
The STEPS team gathered 150 expert stakeholders and presented 2016 research results to date and a preview of 2017 projects.
Agenda Packet – STEPS Symposium Fall 2016
Presentations
Day One – November 30, 2016
David Ory, MTC – Keynote Travel Behavior, Now and Next
Dan Sperling, ITS-Davis – Session 1 The Three Transportation Revolutions
Lew Fulton, STEPS – Session 1 Three revolutions global project – initial findings
Lew Fulton, STEPS – Session 2 COP-22 Two Degrees and Beyond
Joshua Miller, ICCT – Session 2 iTEM-2 Conference Modeling results: What does it tell us about 2 degree scenarios?
Colin Murphy, NextGen – Session 2 Sub-National Approaches to Sustainable Transportation Policy
Daniel Scheitrum, STEPS – Session 3 RNG potential in CA: NG as an Enabler of Low Carbon Fuels
Joan Ogden, STEPS – Session 3 Hydrogen compatibility in the NG system
Chris Yang, ITS-Davis – Session 4 California transition modeling update
Kalai Ramea, ITS-Davis – Session 4 Spatial regional consumer choice and fueling infrastructure model
Day 2 – December 1, 2016
Mike Nicholas, PH&EV Research Center – Session 5 eVMT in the household fleet: evidence from year-long data collection of PEV household travel and charging
Gil Tal, PH&EV Research Center – Session 5 Secondary markets for PEVs in California
Andy Burke, ITS-Davis – Session 6 The fuel economy of MD/HD trucks 2015-2050
Marshall Miller, ITS-Davis – Session 6 Update on HDV Scenarios
Jinpeng Gao, ITS-Davis – Session 7 Low-Speed Electric Vehicles in China: Market Boom,
Miguel Jaller, UC Davis – Session 7 Shared Mobility in First/Last Mile Transit Access
Posters
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- Alternative Vehicle Supply and Demand, and the Effects of Government Policy
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- What Makes Travelers Use Uber: Exploring the Latent Constructs behind the Use of On-Demand Ride Services
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- A Beginning Look at Rail Scenarios out to 2050
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- Californian Millennials Drive Smaller Cars:Estimating Vehicle Type Choice of Millennials
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- 3 Revolutions
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- Renewable Natural Gas and the LCFS
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- PHEV Vehicle Performance Simulation and Optimization
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- BEV Consumer Behavior in Practice: Comparison of BEV Usage to ICE Usage in Multi-Vehicle Household
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- Electrified Transportation in China
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- Modeling the interactions between the electric vehicles for transportation and renewable intensive electricity grids in California and the Western US
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- Modeling and analyzing near term transitions to alternative fueled vehicles using a spatial regional consumer choice and fueling infrastructure model
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- Long-Term Gasoline Refueling Behavior and its Implication for Building a Hydrogen Refueling Network
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- Sustainable Hydrogen Fueling/DC Fast Charging Systems at California Highway Rest Stop Areas
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- The Fuel Economy of MD/HD Trucks 2015-2050
- The Biofuel Innovation Tracker
UN Climate Change Conference COP22 in Marrakech: Launching a New Era of Transportation Practicalities
I spent only two days in Marrakech for the 22nd annual United Nations Climate Change Conference – “COP22.” But it was enough to see that a) the commitment of countries and participants is still very high despite the results of the U.S. election, and b) the excitement of the Paris Agreement last year has given way to work “in the trenches” – the slow process of developing national CO2 targets and strategies to meet those targets, as per the commitments made under the agreement.
Thus a key theme of COP22 was debating how best to create a fair “rulebook” that all countries could share and have confidence in when assessing each other’s climate pledges. The technicalities of the rulebook—baselines, methodologies, etc.—will likely be a continuing discussion into 2018. This timeline means that few of the loose ends left by the Paris Agreement were completely tied up in Marrakech. But it was clear in the transportation meetings I attended that countries are now finally grappling with details:
• How do their overall “Nationally Determined Contribution” (NDC) targets compare to other countries’?
• How can they achieve these targets?
• Where does transportation fit in this big picture?
• What policies should they consider adopting for transportation and what types of impacts will specific policies have?
In fact, as detailed in a very useful 2016 report by the Partnership on Sustainable Low-carbon Transport (SLoCaT), while 75% of the 138 existing NDCs developed before the COP specifically mention transport as an important sector for reductions, only 63% include any specific transportation mitigation measures, and only 9% have developed a transportation-specific target for CO2 reductions. A major point of discussion on November 13th the “Transport Day” workshop in Marrakech was this: What levels and types of targets should countries be considering for their transportation sectors?
In considering this, the following figure is instructive. Based in part on International Energy Agency (IEA) scenarios and in part on countries’ own plans to date, it shows the stark difference between a “business-as-usual” (BAU) scenario and “low-carbon scenarios” for transportation worldwide. The low-carbon scenario is based on reviewing a wide range of studies on what appears feasible given a fairly strong mix of measures; this is roughly aligned with a transportation trajectory consistent with the IEA 2 degree scenario, where 2050 emissions are about 20% below 2010 levels.
However there was much discussion at this COP about achieving a 1.5-degree target, given the strong call for this in the Paris Agreement. This is (perhaps surprisingly) estimated to be much more challenging than achieving 2 degrees since a) the full economy-wide carbon budget must be much lower and- related CO2 emissions should actually hit net zero before 2050, and b) since transport does not decarbonize that deeply under a 2 –degree target it is left with a large additional “workload” under a 1.5-degree target, to achieve near zero emissions by 2050. (It does not quite reach zero on the assumption that other sectors, notably electricity generation, manage to go below zero such as through a combination of bioenergy and carbon capture and storage strategies.)
Source: SLoCaT, 2016
To achieve such a 1.5 degree target, countries will literally have to “throw the kitchen sink” at the problem, with strong national and sub-national commitments in all aspects of transportation including “avoid”, “shift” and “improve” options. Very strong land use planning efforts, major investments in public transit systems, walking and cycling infrastructure, strong pricing mechanisms, and a major push toward greener vehicles (via fuel economy improvements and a transition to very low-carbon energy systems) were all discussed as needing to be part of the answer. Previous debates about “technology vs. behavior” have given way to “we have to do it all” discussions. For urban transportation, the idea of a 50-50 strategy between “avoid/shift” and “improve” strategies seemed to take hold. Air and shipping were also discussed and there was a consensus that these modes may be even more difficult to decarbonize than land transportation, given the limited options and lack of electrification potential.
Meanwhile, a separate meeting of transportation modelers, ITEM-2 (the “International Transportation Energy Modeling” group, founded by Sonia Yeh and myself) was held two weeks prior to the COP in Chalmers, Sweden. This meeting included 12 major models and modeling groups, and undertook a range of comparisons of BAU and low-carbon scenarios. Basically none of the models has developed a transportation pathway approaching the 1.5-degree scenario in the above figure, and even 2-degree transportation scenarios are clearly a challenge for these models. A compilation of scenarios from the meeting is shown the figure below.
Selected ITEM-2 BAU/transitional (black) and low-carbon (green) scenarios
Source: ITEM conference, Chalmers Sweden, 25-26 October, 2016
But at that meeting there was an agreement to continue to develop stronger, more ambitious scenarios, and this was reiterated when the results of this workshop were presented during Transport Day at the COP. It was generally agreed that this modeling group, that includes universities such as UC Davis, international organizations such as IEA, ITF and IIASA, and energy companies such as Shell and BP, can serve as an important “sounding board” for the COP system and individual countries going forward as they develop their own strategies and attempt to estimate the potential CO2 reductions that they can achieve.
In the end, this COP, at least for transportation, has launched a new era of practicalities – developing detailed plans and strategies, along with quantitative assessment tools to score these as well as track progress.
The STEPS program at ITS-Davis will stay closely involved as this process moves forward, offering to provide important analysis that can help underpin the global approach underway to decarbonizing transportation.
Lew Fulton is the co-director of the Sustainable Transportation Energy Pathways (STEPS) program at the UC Davis Institute of Transportation Studies.
Fossil Fuels

pump-jack group
Research Leaders: Amy Myers Jaffe, Rosa Dominguez-Faus, Cynthia Lin, Joan Ogden
2015-2018 Research Theme: Future of Fuels and the Oil and Gas Industry
Other top issue of Interest: Renewable Natural Gas
Exploring the Role of Natural Gas in U.S. Trucking
Biofuels

Blooming oilseed rape on yellow and blue background.
Research Leaders: Lew Fulton, Nathan Parker, Stephen R. Kaffka, Julie Witcover
Three Routes Forward for Biofuels: Incremental, Transitional, and Leapfrog
- White Paper (42 Pages)
- Four-page Summary
- Webinar May 16, 2014
- News Release July 24, 2014
- Blog July 24, 2014
Hydrogen
Hydrogen has been widely proposed as a long term option to address environmental and energy security problems posed by current transportation fuels. Hydrogen fuel cell cars are several times more efficient than today’s conventional gasoline cars, and they produce zero tailpipe emissions. They offer good performance, a range of 300-400 mile, and can be refueled in a few minutes. Hydrogen can be made with zero or near-zero emissions from widely available resources, including renewables (like biomass, solar, wind, hydropower, and geothermal), fossil fuels (such as natural gas or coal with carbon capture and sequestration), and nuclear energy. In principle, it should be possible to produce and use hydrogen transportation fuel with near-zero well-to-wheels emissions of greenhouse gases and greatly reduced emissions of air pollutants while simultaneously diversifying away from our current dependence on petroleum.
Researchers are exploring new areas such as hydrogen/electricity systems, regional transition case studies, understanding the impact of alternative policies, and enhancing key hydrogen pathways models for infrastructure development strategies. Additional work focuses on the interaction between hydrogen and existing infrastructure, such as electricity and natural gas. This work expands upon the research from the earlier Hydrogen Pathways Program (archived webpage).
Research Leaders: Joan Ogden, Michael Nicholas, Chris Yang
The Hydrogen Transition
- White Paper (57 Pages)
- Executive Summary (8 Pages)
- Webinar July 30, 2014