OCTOBER 2023
R: 23-07-B
REPORT
AUTHORS:
Carter Rubin
Rabi Abonour
John Gahbauer
CLOSING THE CLIMATE INVESTMENT GAP:
CALIFORNIA MUST PRIORITIZE CLIMATE-SMART TRANSPORTATION PROJECTS
Families cycling down a street in the
Florence-Firestone neighborhood
of Los Angeles, California, during a
CicLAvia event on May 16, 2016.
About NRDC
NRDC (Natural Resources Defense Council) is an international nonprofit environmental organization with more than 3 million members and online
activists. Established in 1970, NRDC uses science, policy, law, and people power to confront the climate crisis, protect public health, and safeguard
nature. NRDC has oces in New York City, Washington, D.C., Los Angeles, San Francisco, Chicago, Bozeman, MT, Beijing and Delhi (an oce of
NRDC India Pvt. Ltd). Visit us at www.nrdc.org and follow us on Twitter @NRDC.
NRDC Chief Communications Ocer: Kristin Wilson-Palmer
NRDC Managing Directors of Communications: Lisa Goredi, Jenny Powers, Rosa Del Angel
NRDC Senior Policy Publications Editor: Leah Stecher
NRDC Director of Peer Review, Science Oce: Laurie Geller
Cover image: © Steve Hymon/Metro, CC BY-NC-SA 4.0
Design and Production: www.suerossi.com
© Natural Resources Defense Council 2023
ACKNOWLEDGMENTS
This report was made possible with support from NRDC’s funders and donors.
The authors are grateful for the review and thoughtful comments from the following individuals:
• Zak Accuardi, NRDC
• Stuart Cohen, TransForm
• Jackie Ennis, NRDC
• Deron Lovaas, NRDC alumnus
• Jamie Pew, NextGen Policy
• Nailah Pope-Harden, ClimatePlan
• Dr. Kelcie Ralph, Rutgers University
• Craig Segall, Evergreen Action
• Dr. Jamey Volker, University of California, Davis
Page 3 CLOSING THE CLIMATE INVESTMENT GAP NRDC
Executive Summary ............................................................................................................................................... 4
Introduction ........................................................................................................................................................... 5
Methodology ........................................................................................................................................................... 6
Findings .................................................................................................................................................................. 7
Recommendations ................................................................................................................................................. 11
Appendix A ............................................................................................................................................................13
Appendix B ........................................................................................................................................................... 20
TABLE OF CONTENTS
Page 4 CLOSING THE CLIMATE INVESTMENT GAP NRDC
EXECUTIVE SUMMARY
The danger of climate change to Californians is more obvious than ever, with extreme weather
and climate-related disasters making it clear that the status quo cannot continue. The state’s
climate regulator, the California Air Resources Board (CARB), recently adopted a plan to
achieve carbon neutrality and cut human-caused greenhouse gas (GHG) emissions 85 percent
below 1990 levels by 2045.
1
The transportation sector is the largest source of GHG emissions
in California, contributing 38 percent of the total, and is the area most ripe for urgent action.
2
CARB’s 2030 Scoping Plan Update pinpoints the need to
reduce per capita vehicle miles traveled (VMT) 25 percent by
2030 in order to meet statewide emissions-reduction targets.
Reaching such a goal will require a significant refocusing
of available state transportation resources on projects that
help Californians get around via safe and reliable public
transit, biking, and walking, thus reducing per capita
VMT. And to address the disparate impact of highways on
communities of color, these investments in clean, aordable
mobility options should be prioritized for projects identified
by those communities bearing the heaviest pollution and
displacement burdens from our highway and road system.
The transformative change needed in the transportation
sector presents California with a distinct opportunity to
light a path for states across the country in reimagining how
we plan, fund, and build transportation infrastructure to
minimize burdens and maximize benefits in most-impacted
communities.
However, our analysis finds a disconnect between the
projects and programs that California funds and the urgency
to decarbonize the transportation system in order to meet
the state’s climate goals. NRDC analyzed state transportation
investment decisions across 10 key funding programs that
span 2019 to 2027—representing $22.4 billion invested
in 4,824 projects—to see to what extent California’s
transportation spending matches the urgency of its climate
goals.
Our analysis shows that California has significant room to
improve its transportation funding choices to support its
climate goals. Within the funding programs analyzed, the
state allocated only $4.2 billion (19 percent of the total)
to projects that would help reduce vehicle miles traveled.
The state has committed $2.2 billion to projects that will
encourage more driving and lead to more pollution. An
additional $16.1 billion is allocated to projects that will not
move the needle in either direction but could be leveraged
to achieve climate goals more explicitly. The $4.2 billion
committed to VMT-reducing projects does contribute to
reducing climate-warming emissions, but it does not go
far enough to help the state eliminate pollution from the
transportation sector at the speed required to meet its
climate goals. With less than one-fifth of the total budget
going to VMT-reducing projects, the state must do more to
support sustainable transportation.
We recommend four strategies that should be put in place to
better align Californias transportation investments with its
climate and VMT goals.
Strategy 1: Discontinue funding for VMT-increasing
projects.
Strategy 2: Convert projects that have no VMT impacts to
projects that reduce VMT.
Strategy 3: Build a better pipeline of VMT-reducing
projects.
Strategy 4: Track progress on VMT reduction in state-
funded transportation projects.
Implementing these strategies will require political
leadership from the governor and legislature to shift us out of
our current policy inertia. And these strategies will require
meaningful participation and collaboration from the agencies
that will have to implement them, including the California
State Transportation Agency, the California Department
of Transportation, and the California Transportation
Commission.
© Courtesy of LA Metro
Metro announced in October of 2021 the successful completion of its transition
to an all-electric bus fleet on the popular Metro G Line (Orange) in the San
Fernando Valley.
Page 5 CLOSING THE CLIMATE INVESTMENT GAP NRDC
INTRODUCTION
Faced with the disaster of climate change, Californians
overwhelmingly support climate action by a ratio of 3 to 1,
and many call it their “top priority.
3
But reducing greenhouse
gas (GHG) emissions in the Golden State will especially
require rethinking how California and Californians approach
transportation, which is the single largest contributor to the
state’s emissions.
Transportation’s outsize contributions to climate pollution in
California result from nearly a century of public investment
totaling hundreds of billions of dollars in car-oriented
transportation in the form of the state’s sprawling freeway
system and car-dependent communities. The construction
of the highway system in California caused the displacement
of thousands of Californians, including more than 10,000
just since 1991.
4
These displacements disproportionately
occurred in Black and Latino communities, and these same
communities live every day with disproportionate pollution
burdens from the state’s highway system.
5
To cut transportation emissions quickly enough to reach its
climate goals, the state will need to both rapidly shift to zero-
emissions vehicles and help Californians move around via
public transit, biking, walking, and carpooling. And to address
the disparate impact of highways on communities of color,
these investments in clean, aordable mobility options should
be prioritized for projects identified by those communities
bearing the heaviest pollution and displacement burdens
from our highway and road system.
CARB notes that “despite increases in fuel eciency and
decreases in the carbon content of fuel, California will not
achieve the necessary GHG emissions reductions to meet
mandates for 2030 and beyond without significant changes
to how communities and transportation systems are planned,
funded, and built.
6
More specifically, CARB’s 2030 Scoping
Plan Update pinpoints the need to reduce per capita vehicle
miles traveled (VMT) 25 percent by 2030 in order to meet
statewide emissions-reduction targets.
California has taken several important policy steps in this
direction. Recent eorts to address climate pollution from
the transportation sector include the Advanced Clean Cars
II standard, requiring all new cars and light trucks sold in
California to be zero-emissions by 2035, and the Advanced
Clean Fleets Rule and the In-Use Locomotive Rule, which
curb pollution from freight vehicles. These are critical
components of a zero-emissions transportation system for
California.
Initial steps to better align transportation planning and
investments with climate goals include SB 743 (2013)
and SB 375 (2008), Executive Order (EO) N-19-19, and
policy documents such as the Climate Action Plan for
Transportation Infrastructure, which have begun to create a
new framework for evaluating and prioritizing transportation
projects based on their climate benefits or harms. SB 743
better aligned the California Environmental Quality Act
review of transportation projects with measuring climate
impacts, and SB 375 created a framework for planning
transportation and land use to achieve reductions in climate
pollution. With EO N-19-19, Governor Gavin Newsom
directed the State Transportation Agency to “align the
state’s goals with transportation spending on planning,
programming and mitigation to achieve the objectives of the
state’s Climate Change Scoping Plan, where feasible,” and
to “reduce vehicle miles traveled by strategically directing
discretionary transportation investments” and encouraging a
shift to transit, walking, and biking.
However, these policies alone are not yet solving California’s
transportation emissions problem at the scale needed. A
recent report from the Strategic Growth Council found
a significant “gap between the vision for a more climate
friendly and equitable transportation system and actions and
infrastructure spending decisions.
7
And a report released
this year by CARB found that “California is still not reducing
GHG emissions from personal vehicle travel as needed to
meet climate commitments and as targeted under SB 375.
8
Understanding the gap between Californias climate values
and spending requires following the money. So, NRDC
analyzed state transportation investment decisions across 10
key funding programs that span 2019 to 2027 representing
$22.4 billion invested in 4,824 projects. Our analysis finds
that Californias transportation spending does not yet match
the urgency of its climate goals.
Of the $22.4 billion in transportation investments we
analyzed, only 18.6 percent go towards projects and programs
that are helping curb Californians’ reliance on private
automobiles by through the buildout of bike lanes, sidewalks,
electric buses, regional rail systems and aordable housing.
The remaining 81.4 precent is allocated towards maintaining
(71.7 percent) and expanding (9.7 percent) the current system
of roads and highways that contribute not only to climate
pollution, but also unhealthy air, urban sprawl and endemic
trac fatalities. To zero out pollution from the transportation
system in California, the state must fully align public
spending with climate and clean air priorities, stop expanding
our roads, and leverage maintenance investments to expand
clean transportation options.
Page 6 CLOSING THE CLIMATE INVESTMENT GAP NRDC
Previous research conducted by the UCLA Institute of
Transportation Studies for the Strategic Growth Council
found that “the state’s transportation spending is not well
aligned with many of its goals” for climate change. This
conclusion was based on an evaluation of state and regional
transportation programs’ funding levels and their statutory
descriptions and criteria.
9
Building on this research,
NRDC investigated further to evaluate how well individual
projects within these programs (and others) were aligned
with the state’s goals for reducing vehicle miles traveled
(VMT) and greenhouse gas (GHG) emissions. We looked at
projects within 10 top-level programs, including California
Transportation Commission programs and those specifically
named in the Climate Action Plan for Transportation
Infrastructure (CAPTI) that received funding augmentations
through Executive Order N-19-19:
n
Aordable Housing and Sustainable Communities (AHSC)
Program
n
Low-Carbon Transit Operations Program (LCTOP)
n
Transit and Intercity Rail Capital Program (TIRCP)
n
Active Transportation Program (ATP)
n
Local Partnership Program (LPP)
n
Solutions for Congested Corridors Program (SCCP)
n
State Highway Operations and Protection Program
(SHOPP)
n
Local Streets and Roads Program (LSRP)
n
State Transportation Improvement Program (STIP)
n
Trade Corridor Enhancement Program (TCEP)
See Table A1 in Appendix A for additional details on these
programs.
Our analysis involved looking at each project to determine
whether it was expected to increase VMT, decrease VMT,
or have no impact on VMT (Table A3). We determined the
category of each project using a framework developed by
the Governor’s Oce of Planning and Research (OPR) in a
2018 technical advisory for the preparation of transportation
impact analyses done under the California Environmental
Quality Act.
10
Projects that increase VMT include new and expanded
highways and roads. Projects that reduce VMT include
improvements in bicycle, pedestrian, and transit systems and
access to those systems. Projects that have no impact on VMT
include road maintenance and minor expansions to roads. A
full set of examples is included in Appendix A.
We evaluated 4,824 projects in the 10 programs, reflecting
$22.4 billion in funding for projects spanning fiscal years
(FY) 2019 to 2027. With an assessment of VMT eects for
each project in place, we calculated the share of projects
that increased, reduced, and had no impact on VMT in each
program; similarly, we calculated the share of funding going
to projects that increased, reduced, and had no impact on
VMT. We then used these summary calculations to come up
with a score for each program (Table 2). The scores provide
a general assessment of the extent to which Californias
transportation programs have recently funded and delivered
VMT-reducing projects.
See Appendix A for further details on methodology.
METHODOLOGY
© Courtesy of LA Metro
Installation of intersection crossing panels on the Crenshaw/LAX line.
Page 7 CLOSING THE CLIMATE INVESTMENT GAP NRDC
This analysis found that, for programming years 2019 to
2027, the state of California has allocated only $4.2 billion
(18.6 percent of overall funding) to projects that would
help reduce vehicle miles traveled. A total of $2.2 billion
(9.7 percent) has been allocated to projects that increase
VMT. The largest share, $16.1 billion (71.7 percent), has
been allocated to projects that would not be expected to
significantly impact VMT levels—for example, maintenance
and rehabilitation projects such as repaving roads,
rebuilding bridges, and installing new guardrails. This last
category represents a missed opportunity to leverage state
investments in ways that reduce VMT and help the state
reach its climate goals, while also achieving transportation
system maintenance and rehabilitation objectives.
In analyzing allocations in terms of number of projects and
programs funded, we found that California is investing in a
large number of VMT-reducing projects such as bike lanes,
sidewalks, and other active transportation infrastructure,
as well as transit operations and capital improvements. The
total spending on VMT-reducing projects is nearly twice that
of VMT-increasing projects ($4.2 billion versus $2.2 billion),
but there are more than seven times as many VMT-reducing
projects as VMT-increasing projects (1,304 versus 178).
This means that, on average, each VMT-increasing project
receives nearly four times the funding of a VMT-reducing
project: an average per-project funding allocation of $12.3
million versus $3.2 million.
Of these 178 VMT-increasing projects in recent funding
programs, some entail significant highway expansions,
or even entirely new highways, that would be expected to
generate hundreds of millions of new annual vehicle miles
traveled. These VMT-increasing projects are concerning not
only because they will produce significant additional GHG
emissions (undermining the state’s climate goals), but also
because they will divert funding from projects that could have
instead reduced VMT.
Table 1 highlights the three largest investments made
during the study period in each category of VMT increasing,
decreasing and no-impact.
FINDINGS
TABLE 1: PROJECTS RECEIVING THE LARGEST STATE INVESTMENT, BY VMT CATEGORY
VMT category Project description Funding allocation Program
VMT decreasing Los Angeles County MTA: East San Fernando Valley North-South Light Rail $167,509,000 STIP
VMT decreasing Los Angeles County MTA: Metro Red and Purple Line core capacity improvements $131,177,000 LPP– Formulaic
VMT decreasing Bay Area Rapid Transit Transbay Corridor Core Capacity Program: vehicle
acquisition
$107,100,000 TIRCP
No impact Caltrans: Interstate 10 in Riverside County, truck climbing lane $231,481,000 SHOPP
No impact Caltrans: State Route 14 Los Angeles County, replacement and maintenance of
roadway and related elements
$169,950,000 SHOPP
No impact Caltrans: Interstate 405 Los Angeles County: Replacement and maintenance of
roadway and related elements; upgrades to Transportation Management System
(TMS) elements; guardrail and facilities to Americans with Disabilities Act (ADA)
standards
$147,305,000 SHOPP
VMT increasing Caltrans and Los Angeles County MTA: 57/60 interchange and other improvements $217,900,000 TCEP
VMT increasing Caltrans and Los Angeles County MTA: I-105 express lanes—construction $150,000,000 SCCP
VMT increasing Caltrans and Solano County Transportation Authority: Solano I-80 managed lanes $123,400,000 TCEP
Page 8 CLOSING THE CLIMATE INVESTMENT GAP NRDC
We found that VMT-increasing projects are concentrated in
five programs: Local Partnership Program–Competitive, Local
Partnership Program–Formulaic, Solutions for Congested
Corridors Program, State Transportation Improvement
Program, and Trade Corridor Enhancement Program.
Together these programs spend more than a quarter of their
funding on VMT-increasing projects. Two of them, LPP-
Competitive and TCEP, spend more than half of their funding
on VMT-increasing projects.
The disconnect between policy goals and investment choices
is highlighted by the STIP program. The STIP funding
guidelines are based on numerous state goals, including
those related to reducing GHG emissions to 40 percent
below 1990 levels by 2030 (EO N-19-19 and SB 32 [2016]);
reducing VMT (AB 32 [2006]); improving air quality (SB 1
[2017]); and encouraging active modes of transportation (SB
1), particularly in historically underinvested communities
(EO 79-20).
11
Despite this, STIP still allocates more funding
to VMT-increasing projects than VMT-reducing ones. In
some cases, this can be explained by STIP continuing to fund
projects that have been in the planning process for decades
and therefore predate more recently adopted climate goals.
SCORECARD
Our findings are summarized in Table 2, below, which shows
both the funding going to each category of project and a letter
grade for each program. Letter grades were generated by
scoring each program on the basis of the amount of funding
going to VMT-reducing, VMT-increasing, and no-VMT-
impact projects in each program (which received 75 percent
of the weighting), along with the number of each category
of project (which received 25 percent of the weighting). See
Appendix A for more details. As the table shows, eight out
of 14 programs (and subprograms) have no funding allocated
to VMT-increasing projects.
12
Of those eight, six have a
minimal share of their funding designated to no-VMT-impact
projects. In our scoring methodology (explained in Appendix
A), these six projects score best (and get an A+ grade). All
six programs are focused on transit capital or operations
or active transportation and safe routes to school. These
programs’ funding choices are completely aligned with the
need to shift trips from cars and trucks to sustainable modes
of transportation in order to meet climate goals.
The funding allocated to VMT-increasing projects is
concentrated in only a few of the state’s programs. Four
programs have more funding assigned to VMT-increasing
projects than to VMT-reducing ones: LPP-Competitive, STIP,
SCCP, and TCEP. TCEP has nearly ten times more funding for
projects that increase VMT than for those that reduce VMT.
Three of the four programs include many highway expansions
and widenings, which run counter to the state’s climate
goals and are a missed opportunity for climate-aligned
transportation investments.
While the State Highway Operations and Protection
Program does not have a large share of VMT-increasing
projects, it is by far the largest funding program of those
studied, accounting for nearly three-quarters of all funding
represented by these programs in the time frame analyzed.
SHOPP has 91.5 percent of its funding dedicated to no-
VMT-impact projects. This represents the largest missed
opportunity for using state transportation investment to
leverage greater reduction in fuel consumption and GHG
emissions, which EO N-19-19 directs the State Transportation
Agency to do.
This summary scorecard also makes clear that not enough
funding overall goes to VMT reduction.
© Stephen Lam for NRDC
A sign separating a lane for parked cars from a bike path as part of the new Better Bikeways network in San Jose, California.
Page 9 CLOSING THE CLIMATE INVESTMENT GAP NRDC
TABLE 2: PROGRAMS BY SCORE AND GRADE
Project funding for projects (millions)
Program Program name VMT-reducing elements
VMT-
reducing
No-VMT-
impact
VMT-
increasing
Weighted
score Grade
AHSC Aordable Housing and
Sustainable Communities
Program
Transit-oriented development,
bike facilities/access, fare
programs
$721.0 $87.3 $– 100% A+
ATP-MPO Active Transportation
Program—Metropolitan
Planning Organization
Component
Active transportation, Safe
Routes to School
$171.8 $4.7 $– 100% A+
ATP-Small Urban
and Rural
Active Transportation Program
Small Urban and Rural
Active transportation,
Safe Routes to School
$44.0 $0.2 $– 100% A+
ATP-
Statewide
Active Transportation Program
Statewide
Active transportation, Safe
Routes to School
$237.5 $4.0 $– 100% A+
LCTOP Low-Carbon Transit Operations Zero-emission buses, fare-free
programs, expanded night/
weekend service
$81.8 $- $– 100% A+
TIRCP Transit and Intercity Rail Capital
Program
Transit vehicles, facility
improvements
$500.0 $- $– 100% A+
SCCP Solutions for Congested
Corridors Program
Complete streets (featuring
bicycle, pedestrian, and public
transit facilities), active
transportation, transit facilities/
vehicles
$222.0 $0.5 $277.5 78% C+
LPP–
Formulaic
Local Partnership Program–
Formulaic
Various active transportation,
transit, streets
$295.0 $52.1 $205.8 77% C
LSRP (Cities) Local Streets and Roads
Program: Cities (project
element)
Complete streets, complete
streets components
$173.4 $202.0 $– 73% C
LPP–
Competitive
Local Partnership Program–
Competitive
Various active transportation,
transit, streets
$69.0 $15.4 $101.0 70% C–
STIP 2022 State Transportation
Improvement Program
Major bicycle and pedestrian
elements, transit vehicles, Link
Union Station
$320.6 $173.6 $338.1 68% D+
TCEP Trade Corridor Enhancement
Program
Rail (LOSSAN) $105.4 $240.0 $1,011.9 53% F
LSRP (Counties) Local Streets and Roads
Program: Counties (project
element)
Complete streets, complete
streets components
$101.0 $387.9 $– 52% F
SHOPP State Highway Operations and
Protection Program
Complete streets, bike and
pedestrian facilities, bus aux
lanes, transit stops, some ADA
curb improvements
$1,137.3 $14,913.0 $250.2 47% F
Total $4.2 billion $16.1 billion $2.2 billion
Page 10 CLOSING THE CLIMATE INVESTMENT GAP NRDC
FURTHER DISCUSSION: LIMITATIONS OF THE ANALYSIS
While our analysis provides a helpful high-level
understanding of the degree to which Californias
transportation investments are aligned with the state’s
climate goals, we encountered some limitations and
constraints with the data available that influenced our
approach.
First, many projects combine VMT-increasing activities with
VMT-reducing ones, which complicates the assessment of
the probable overall VMT eect. For example, a roadway
project that adds two lanes for cars and two lanes for bikes
may be better than a widening without bike lanes, but the
VMT eect of the lanes for cars is likely to be far greater
than the VMT-reducing eect of the added bike lanes.
13
This
is because there is a much higher baseline of vehicle travel
and a complete vehicle network, whereas a few miles of bike
lanes do not produce a network eect that would generate
a significant shift of trips from cars to bikes. The net eect
is not always clear, however, as when a roundabout (no
impact) is combined with a nearby transit park-and-ride.
The mix of elements in a single funded project complicates
the assessment. Ongoing benchmarking eorts for state
transportation investments should include the development
of a consistent approach for tracking projects that accounts
for this mix of elements.
Second, the GHG emissions resulting from project
construction, which can be significant, are not factored into
our evaluation of project impacts. Even a VMT-reducing
project can have construction emissions. Existing modeling
tools (such as CalEEMod) could make self-reporting possible.
Third, this evaluation does not capture the other very
important benefits or burdens of transportation projects on
communities. More analysis is needed to understand whether
California is prioritizing communities already burdened by
environmental injustices when allocating transportation
investments that provide health and mobility benefits, to
ensure that further burdens are not being placed on these
communities.
Finally, our analysis considers only state and federal
transportation funding programmed by California state
agencies for the years 2019 to 2027. Most of the funding
that flows through the 10 programs analyzed comes from
the state and does not require local funding matches.
However, it is necessary to note the increasing importance
of local transportation funding in California. Since 1976,
more than 76 “local option sales tax” (LOST) measures have
appeared on ballots in 30 of the state’s 58 counties. As of
2018, 25 counties, representing 88 percent of the state’s
population, had active LOST measures that generated more
than $4 billion annually for transportation projects and
maintenance.
14
Further analysis is needed to understand
how locally funded projects contribute to or work at cross-
purposes with state goals to reduce VMT and GHG emissions.
© Toole Design Group
Corcoran, California received a grant of nearly $2 million from the Active Transportation Program for Safe Routes to School projects.
Page 11 CLOSING THE CLIMATE INVESTMENT GAP NRDC
Our analysis shows that several transportation funding
programs in California are well aligned with the state’s
GHG emissions-reduction and climate goals. However, there
remains a significant degree of transportation spending
that undermines the state’s progress toward these goals,
and California is missing substantial opportunities to gain
climate-related benefits from spending that currently has
neither a positive nor a negative impact on VMT. California’s
environmental priorities and the increasingly dire need
for urgent climate action mean that the state must use its
transportation dollars to reduce VMT now. Those responsible
for making progress on the recommendations we discuss
in this section include the governor, the legislature, the
California State Transportation Agency, the California
Transportation Commission, and the California Department
of Transportation (Caltrans).
We propose four strategies for ensuring that California’s
transportation investments maximize their potential climate
benefits:
1. Discontinue funding for VMT-increasing projects.
2. Convert projects that have no VMT impacts to projects
that reduce VMT.
3. Build a better pipeline of VMT-reducing projects.
4. Track progress on VMT reduction in state-funded
transportation projects.
Our recommendations flow from these strategies, as outlined
below.
STRATEGY 1: DISCONTINUE FUNDING FOR VMT-INCREASING PROJECTS
California has VMT-increasing projects in the pipeline that
are undermining the state’s climate goals and using limited
transportation resources that should be invested in projects
that reduce VMT and emissions. Some were proposed
decades ago but are still in line for funding. Environmental
clearance may be outdated in some cases, and currently no
protocol exists for reevaluating these projects in light of
contemporary climate and equity goals or for soliciting new
public input. For example, the environmental impact report
for Los Angeles County’s SR-71 highway expansion project
was released in 1989, and that was apparently the last time
the public had the opportunity to comment prior to the
groundbreaking in 2021.
Recommendation 1.1: Adopt criteria for reevaluating
old VMT-increasing projects to ensure alignment with
CAPTI. Create a transparent process for lead agencies to
re-scope projects to remove VMT-increasing elements before
they can be considered for further state investment, while
ensuring that those projects and communities still receive
transportation investments.
Recommendation 1.2: Add provisions for additional
public input when VMT-increasing or no-VMT-impact
projects are decades old, as part of their re-scoping prior to
receiving further state funding.
Recommendation 1.3: Allow programs to require
sponsoring agencies to add new VMT-reducing
project elements such as bike lanes, active transportation
infrastructure, and transit stops without triggering additional
review.
STRATEGY 2: CONVERT PROJECTS THAT HAVE NO VMT IMPACTS TO PROJECTS
THAT REDUCE VMT
In the programs we studied, most state transportation
funding goes to highway maintenance and rehabilitation
projects that have no significant impact on VMT, and there
are many more of these projects than there are VMT-
reducing projects. No-VMT-impact projects use funds and
program resources that must be leveraged to also include
VMT-reducing undertakings if we are going to reach our
statutory state environmental goals.
Recommendation 2.1: Convert maintenance and
rehabilitation projects to VMT-reducing projects by
directing sta to incorporate elements that reduce VMT, such
as sidewalks, protected bike lanes, and transit-priority lanes.
Prioritize funding for projects that extensively incorporate
complete streets” elements—i.e., those that provide benefits
to people taking transit, biking, and walking—and thus
reduce VMT and improve safety.
Recommendation 2.2: Leverage the state highway
system for low-VMT networks. For projects on state
highways, Caltrans should prioritize its maintenance
investments to close any gaps in the surrounding community’s
bike, transit, and pedestrian infrastructure to create
connected networks of sidewalks, bike lanes, and bus
lanes where state highways serve a key link in the local
transportation system.
Recommendation 2.3: Accelerate Caltrans’s existing
work on complete streets design standards to promote
greater connectivity and safety in addition to VMT reduction.
Caltrans should ensure that projects meet the highest level
of safety for vulnerable road users. Further, Caltrans should
apply these design standards retroactively to projects still
in the pipeline to ensure that there are no further missed
opportunities to incorporate VMT-reducing elements.
RECOMMENDATIONS
Page 12 CLOSING THE CLIMATE INVESTMENT GAP NRDC
STRATEGY 3: BUILD A BETTER PIPELINE OF VMT-REDUCING PROJECTS
Most of the 10 funding programs we analyzed are
competitive, meaning that agencies not awarded funding for
their VMT-reducing projects must repeat the time-consuming
and expensive process of applying in the next cycle, which
slows down project delivery. Smaller projects with large
VMT-reduction potential—the low-hanging fruit—may be
too small to justify the expense and eort of repeated grant
applications and will instead die on the vine.
Recommendation 3.1: Help good VMT-reducing
projects get the funding they need by breaking down silos
between programs, such as by establishing referrals to other
programs.
Recommendation 3.2: Shift the Active Transportation
Program away from time-intensive, all-or-nothing
project application cycles to consistent and more
flexible program funding that allows awardees to build
faster and more eciently.
Recommendation 3.3: Help communities across the
state access funding through technical assistance for
VMT-reducing projects, possibly through a clearinghouse
agency that directs applicants to the most suitable programs
and provides grant assistance.
Recommendation 3.4: Conduct a rural ATP needs
assessment to identify where VMT-reducing projects may
be delayed due to a lack of stang and local resources.
Recommendation 3.5: Increase funding to
oversubscribed programs, such as ATP, that invest in
projects that reduce VMT, increase biking and walking, and
improve air quality.
STRATEGY 4: TRACK PROGRESS ON VMT REDUCTION IN STATE-FUNDED
TRANSPORTATION PROJECTS
Tracking progress toward a better alignment of state
transportation funding with VMT-reduction goals is
important for benchmarking, identifying areas and programs
that need additional attention, and enabling better decision
making in general. Measuring this progress, however,
requires project-level assessment of VMT eects (such
as this NRDC analysis) on a recurring basis. To facilitate
benchmarks and increase transparency, we recommend
tracking the VMT impacts of all federal, state, and local
funding spent on California transportation projects.
Recommendation 4.1: Develop a consistent
methodology to track whether projects receiving state
or federal funding increase, decrease, or have no impact
on VMT. One option would be to use as a proxy the air
quality conformity information reported in the Federal
Transportation Improvement Program (FTIP). To be used as
a proxy for VMT eect, projects categorized as “non-exempt”
by FTIP can be considered VMT-increasing (see Appendix
B for a detailed explanation and rationale for incorporating
FTIP designations).
Recommendation 4.2: Implement a single tabular
database, published in a standardized, open data format,
for all projects in the state that are seeking state or federal
funding. This database should contain a standard list
of relevant project information, including the expected
directional impact on VMT.
Recommendation 4.3: Report continually on
transportation funding for projects that increase VMT,
decrease VMT, and have no impact on it. As part of each
individual funding program, during each allocation cycle the
responsible agency should provide a summary of how much
funding is being allocated to projects that increase, decrease,
or have no impact on VMT. Regular updates to CAPTI should
provide summary-level information highlighting what
proportion of the state’s transportation investments are
going to projects that increase, decrease, or have no impact
on VMT. The state should further track the impacts of these
investments on racial equity to ensure that communities
most impacted by California’s highways are receiving more
concentrated investments in VMT-reducing projects.
CONCLUSION
As California seeks to rapidly reduce GHG emissions from
the transportation sector, the state can no longer aord to
be in the dark about the impacts of its own transportation
infrastructure investments. Our analysis represents a
first attempt to describe the overall VMT impact of these
investments by looking at how budgets are allocated to
projects that increase VMT, decrease VMT, or have no
impact. Looking at the key funding streams the state controls,
we found that less than one-fifth of the money is going to
projects that reduce VMT. To fully align transportation
funding with Californias climate goals, the $2.2 billion spent
on VMT-increasing projects should be reallocated to projects
that decrease VMT. And the state should accelerate eorts to
leverage climate benefits from the large segment of funding
that goes to maintaining and preserving the transportation
system. In a time of climate crisis, we can no longer aord
to spend more than 80 percent of our state transportation
investments expanding and maintaining the very sector that
is contributing more than any other to climate pollution.
© Steve Hymon/Courtesy of LA Metro
Seventeen miles of open streets for cycling, pedestrians, and skaters in South
Pasadena, San Merino, Arcadia, Monrovia, Duarte, Irwindale, and Azusa
presented by Los Angeles Metro.
Page 13 CLOSING THE CLIMATE INVESTMENT GAP NRDC
METHODOLOGY
In each of 10 programs, our analysis assessed the number of projects—and the amount of funding—that reduced VMT,
increased VMT, or had no VMT impact.
Because programs’ methods of reporting projects vary and the types of projects also vary across programs, each program
required a dierent methodology for assessing which projects increase, decrease, or have no eect on VMT. (These dierent
approaches are summarized in Table A3.) For all programs, we used the most recent, complete program data, except for the
Local Streets and Roads Program, whose most complete dataset was not the most recent. We downloaded data from ocial
state sources; because most data were available only in PDF format, we extracted table data for analysis using Acrobat PDF
exports or Microsoft Power Query.
Assessing VMT eects for most programs involved manually reviewing individual project titles and descriptions to determine
what elements the projects included and the net eect of VMT. When project titles were ambiguous or unclear, we searched
for details online to determine what elements were included and in what balance. For example, an improvement project with
both a VMT-increasing element (widening a roadway from two lanes to four) and a VMT-reducing element (adding a bike lane)
was assumed to have a net eect of increasing VMT, and we therefore classified it as VMT-increasing.
15
TABLE A1: ANNUAL PROGRAM FUNDING AMOUNT,* SOURCE, PURPOSE, AND LOCAL MATCH REQUIREMENT
Program Establishment Year
Annual funding
(approx.) Funding from
Funds roads/
highways? Local match requirement?
Active Transportation
Program
2013 $100–250 million Federal sources, Greenhouse
Gas Reduction Fund (GGRF)
(since 2016),
SB 1 (since 2017)
No No (but metropolitan
planning organizations can
require matches; leveraging
considered for medium and
large infrastructure projects)
Aordable Housing and
Sustainable Communities
Program
2015 $400 million GGRF No No
Local Streets and Roads
Program
2017 $1.5 billion SB 1 (Road Maintenance and
Rehabilita-tion Account)
Yes No
Local Partnership
Program
2017 $200 million SB 1 Yes Yes, 1:1
Low-Carbon Transit
Operations
2015 Variable, depending
on auction proceeds
GGRF (5% of annual GGRF per
SB 862, since FY 2015–16)
No No
Solutions for Congested
Corridors Program
2017 $250 million SB 1 Yes No, but leveraging is a
criterion
State Highway Operations
and Protection Program
1977 $4.3 billion Federal funds, state funds
including Road Maintenance
and Rehabilita-tion Account
(RMRA) (SB 1)
Yes No
State Transportation
Improvement Program
2007 $110 million SB 1 (since 2018) Yes No
Trade Corridor
Enhancement Program
2017 $300 million
(state), $515 million
(federal)
SB 1 Yes Yes: 30% (unless Caltrans
nominated)
Transit and Intercity
Rail Capital Program
2014 $100 million SB 1, GGRF No No
* Annual funding is approximate, calculated by the total amount of funding in each program’s round/cycle divided by the number of years in that round/cycle. Because program
rounds/cycles dier in the number of years over which funding is programmed (ranging from two to five or more years), the sum of annual funding amounts diers from the
sum of program funds.
APPENDIX A
Page 14 CLOSING THE CLIMATE INVESTMENT GAP NRDC
PROGRAM SELECTION
We built on previous work done by UCLA/Strategic Growth Council that focused on state funding programs identified for
study in AB 285. UCLA/SGC also identified several additional programs as important in state transportation funding, with
a particular emphasis on transit funding programs such as the Local Transportation Fund (LTF).
16
Focusing on individual
projects within these programs, we built on this selection and added several others we found were relevant to VMT-reduction
goals (e.g., LSRP). We could not study programs for which there were no available project-level data, such as the LTF.
TABLE A2: PROGRAMS EVALUATED
Program identified for
study in AB 285
Program evaluated by
UCLA/SGC (2021)
Program projects
evaluated by NRDC
(2023)
Referenced in
CAPTI (2021),
EO N-19-19
Aordable Housing and Sustainable Communities
Low-Carbon Transit Operations Program
Sustainable Transportation Planning Grant
Transformative Climate Communities
Transit and Intercity Rail Capital Program
Active Transportation Program
Interregional Transportation Improvement Program
*
Local Partnership Program
Solutions for Congested Corridors Program
State Highway Operations and Protection Program
Local Transportation Fund
Local Streets and Roads Program
State Transportation Improvement Program
Trade Corridor Enhancement Program
OPR CATEGORIES OF VMT EFFECT
We based our assessment of the VMT eects of project elements on examples given in the California Oce of Planning and
Research (OPR) technical advisory guidelines for projects likely to increase, decre ase, and have no eect on VMT.
The OPR technical advisory lists the following examples of project types that “would likely lead to a measurable and
substantial increase in vehicle travel”:
n
Addition of through lanes on existing or new highways, including general-purpose lanes, high-occupancy vehicle (HOV)
lanes, peak-period lanes, auxiliary lanes, or lanes through grade-separated interchanges.
OPR specifies the following as “projects that would not likely lead to a substantial or measurable increase in vehicle travel”:
n
Rehabilitation, maintenance, replacement, safety, and repair projects that are designed to improve the condition of existing
transportation assets (e.g., highways; roadways; bridges; culverts; Transportation Management System field elements such
as cameras, message signs, detection, or signals; tunnels; transit systems; and assets that serve bicycle and pedestrian
facilities) and that do not add additional motor vehicle capacity
n
Addition of an auxiliary lane of less than one mile in length designed to improve roadway safety
n
Installation, removal, or reconfiguration of trac lanes that are not for through trac, such as left, right, and U-turn
pockets, two-way left turn lanes, or emergency breakdown lanes that are not utilized as through lanes
n
Addition of roadway capacity on local or collector streets, provided the project also substantially improves conditions for
pedestrians, cyclists, and if applicable, transit
Page 15 CLOSING THE CLIMATE INVESTMENT GAP NRDC
n
Conversion of existing general-purpose lanes (including ramps) to managed lanes or transit lanes, or changing lane
management in a manner that would not substantially increase vehicle travel
n
Grade separation to separate vehicles from rail, transit, pedestrians, or bicycles or to replace a lane in order to separate
preferential vehicles (e.g., HOV, HOT, or trucks lanes) from general vehicles
n
Installation of roundabouts or trac circles
n
Addition of tolled lanes, where tolls are sucient to mitigate VMT increase
n
Addition of passing lanes, truck climbing lanes, or truck brake-check lanes in rural areas that do not increase overall vehicle
capacity along the corridor
OPR’s list of potential measures to reduce VMT include:
n
Improving or increasing access to transit
n
Orienting a project toward transit, bicycle, or pedestrian facilities
n
Improving pedestrian or bicycle networks, or transit service
n
Implementing roadway pricing
Table A3, below, provides examples of project elements in each program that we classified as VMT-reducing VMT, increasing
VMT, or having no impact, based on the OPR guidelines described above. Because our approach, based on OPR’s, assumes no
increase in VMT from road rehabilitations and improvements that could make it faster and easier to drive, our approach is
conservative and likely underestimates the overall increase in VMT in programs that fund many “no impact” projects.
TABLE A3: CATEGORIES OF PROJECT VMT EFFECT, BASED ON OPR GUIDELINES
Program Methodology VMT-reducing projects VMT-increasing projects No-VMT-impact projects
AHSC: Round 6 R6 award data extracted from
PDFs, merged with application
log details. Projectdescriptions
manually categorized.
Housing projects with robust
orientation toward transit,
bicycle, or pedestrian facilities;
purchase of new transit
equipment; construction of new
bike lanes, pedestrian facilities;
transit passes for residents
N/A Projects that do not explicitly add
(or add connections to) transit,
bike, or pedestrian access
ATP-MPO, Small
Urban and Rural,
Statewide
All projects receiving funding,
including SRTS considered
VMT-reducing,tallied by
“recommended” funding.
Planning grants excluded.
All projects except plans N/A Plans
LCTOP
2020–21
Extracted and converted data
from FY 2020–21 award list.
Project descriptions manually
categorized.
Free fare programs, reduced
fare programs, transit vehicle
purchases, transit service
increase or expansion, transit
stop improvements, zero-
emission vehicle infrastructure,
hydrogen fueling infrastructure,
solar panels, replacement transit
vehicle purchases, security
cameras, onboard technology
N/A N/A
LPP–Competitive
2020
2020 award recommendations
log used. Project descriptions
manually categorized.
Class I, II, IV bike lanes, sidewalk
improvements, multiuse paths,
complete streets, technology
to improve transit operations,
transit mobile validators
Road widening, including
projects with minor modal
elements (e.g., Class III bike
routes), new HOV construction,
new lane/road construction,
new interchange
Road realignment, new turn
pockets, sound walls, roadway
reconstruction, roundabout
construction
Page 16 CLOSING THE CLIMATE INVESTMENT GAP NRDC
TABLE A3: CATEGORIES OF PROJECT VMT EFFECT, BASED ON OPR GUIDELINES
Program Methodology VMT-reducing projects VMT-increasing projects No-VMT-impact projects
LPP–Formulaic
2020
Amended Program Resolution
used. Project titles manually
categorized (descriptions not
available). Looked up 32 projects
online for details.
Transit capital projects (station
and facility improvements),
transit vehicle purchases,
transit service expansion,
sidewalk improvements, ADA
improvements (if primary),
complete streets, multiuse path
construction
Road widening projects,
including projects with minor
ATP elements; new HOV and
high-occupancy toll (HOT) lane
construction, interchanges,
roadway extensions, auxiliary
lanes 1 mile or longer
Road rehabilitation and road
resurfacing/ maintenance
projects, street drainage
improvements, bridge painting,
signage improvements
LSRP (cities and
counties)
Extracted data from FY 2019–20
Expenditure Report (most recent
available project data with
budget information). Projects
counted and allocations summed
by “project element.”
Projects with self-reported
complete streets project
element(s)
N/A Road rehabilitation,
reconstruction, repair, signals,
all other projects without
complete streets project
elements
SCCP 2020 Extracted data from the Updated
2020 Solutions for Congested
Corridors Program of Projects;
assessed likely VMT eects by
evaluating project descriptions.
Bicycle and pedestrian facilities,
multiuse trails, new transit
vehicles, transit equipment and
infrastructure
New HOT lane construction;
new HOV lane construction;
new interchange construction;
auxiliary lane construction
(> 1 mile)
Freeway ramp meters
SHOPP 2020 Caltrans data download was
missing FY 2020–21 projects;
data instead were extracted and
combined from District List PDFs;
1,195 projects were manually
categorized for VMT eects
based on project description per
OPR-based criteria.
New sidewalk construction,
new Class I and II bike facilities,
transit stops, pedestrian refuge
islands, complete streets
elements, bulb out installation,
pedestrian/bicycle barricades/
separation, pedestrian and
cyclist safety enhancements
(if primary project activity),
ADA ramp construction (if
primary project activity), curb
ramps, signal/intersection
improvements for pedestrian
and/or bicycle safety
New lane construction, roadway
widening, auxiliary lane
construction (1 mile or more)
Curve corrections, shoulder
widening, bridge widening, road
realignment, auxiliary lanes (<
1 mile), turn lane construction,
roundabout construction, on-
ramp extensions/lengthening,
declaration lane extension,
retaining walls, roadway
maintenance, roadway
rehabilitation, drainage, lighting,
bridge rail replacement, bridge
replacement, seismic retrofit,
vegetation, worker safety, ADA
improvements (if not primary
project activity), sidewalk repair,
erosion control, environmental
mitigation, TMS, Class III bike
lanes, fire damage repair,
rockfall prevention, building
construction, intersection
improvements, signage, zero-
emission vehicle charging station
installations, maintenance
vehicle pullout stations, chain
control area widening, signalized
intersection construction, weigh-
in-motion systems, inspection
lanes, lighting, worker access
STIP 2020 Extracted programmed projects
from 2022 Sta Recommended
Projects List.
Priority transit lanes, bike
lanes, pedestrian facilities,
multiuse path construction,
transit station improvements,
transit vehicle purchases, bus
charging equipment, streetscape
improvements, complete streets
New lane construction, road
widening, new HOV or HOT
express lane/ managed lane
construction, connector
additions, interchange
construction, capacity-
adding transportation system
management
Planning, programming, and
monitoring, bridge replacement,
roundabout construction, truck
climb lanes, road reconstruction,
ramp improvements, intelligent
transportation system
improvements, turnouts
Page 17 CLOSING THE CLIMATE INVESTMENT GAP NRDC
TABLE A3: CATEGORIES OF PROJECT VMT EFFECT, BASED ON OPR GUIDELINES
Program Methodology VMT-reducing projects VMT-increasing projects No-VMT-impact projects
TCEP 2020 Data from Amended 2020 TCEP
Resolution (Dec. 2021). Project
titles categorized manually (no
project descriptions); multiple
projects looked up for details.
Rail corridor improvements
serving passenger and commuter
rail
Interchange improvements,
bridge widening, road widening,
climbing lane additions,
additional lanes
Grade separations, freight
terminal rail projects, port
of entry lane expansions,
enforcement facility projects
TIRCP 2020 Reviewed 2020 award list
project descriptions.
New transit vehicle purchases,
service expansions and
infrastructure to support service
expansion directly
N/A N/A
The OPR’s advisory provides an authoritative framework for assessing projects’ likely VMT eects categorically. However,
it is worth noting that both the OPR’s categories and our application of them involved assumptions that are open to
disagreement. For example, the OPR’s guidelines identify cycling and pedestrian infrastructure rehabilitation, maintenance,
and replacement and grade separations as causing “no substantial or measurable increase in vehicle travel.” However, other
research indicates that active transportation improvements such as these do contribute to mode shift and reduced VMT
17
and
that microscale improvements (such as adding benches) can significantly improve “pedestrian satisfaction” and encourage
mode shift and should be part of VMT-reduction strategies.
18
SCORING AND WEIGHTING
Our goal in scoring and grading was to arrive at a meaningful summary number and grade that succinctly identified which
programs excel at advancing projects that reduce VMT, and which programs have deficiencies.
Our process for grading each program involved four steps:
1. Assessing each project in each program as VMT-increasing, VMT-reducing, or having no VMT impact, based on the OPR
rubric discussed above.
2. Calculating the statistics for the following in each program:
n
Percentage of projects that are VMT-increasing
n
Percentage of projects with no VMT impact
n
Percentage of projects that are VMT-reducing
n
Percentage of project funding that is VMT-increasing
n
Percentage of project funding with no VMT impact
n
Percentage of project funding that is VMT-reducing
3. Indexing and scoring the results by assigning 1 to 5 points to each program based on the percentage calculations in step
2. For example, a program with 81–100 percent of projects that are VMT-reducing would receive a score of 5, whereas a
program with 0–20 percent would receive a score of 1. Table A4, below, shows how points were assigned. A program could
receive up to 5 points from each of the three VMT eect categories across both indexes, for a maximum of 30 points (15
from the “project number” index, and 15 from the “project funding” index). The results, a percentage up to 100, were then
translated to a letter grade, using the scholastic convention of 98–100 percent = A+, 93–97.9% = A, 90–92.9 = A-, etc.
Page 18 CLOSING THE CLIMATE INVESTMENT GAP NRDC
Weighting the results. The points from the “project funding” index were weighted 75 percent and the “project number” points
were weighted 25 percent. Mathematically, this means the project funding points were multiplied by 0.75, the project funding
score was multiplied by 0.25, and the result was divided by 15, the maximum number of points a program could have in either
index.
TABLE A4: POINTS ALLOCATED BASED ON PERCENTAGE OF PROGRAM FUNDING AND PROJECT COUNTS
Index: Project Number Index: Project Funding
Range:
Low
Range:
High
Score
Range:
Low
Range:
High
Score
Project #: VMT-reducing 0% 20% 1 Project $: VMT-reducing 0% 20% 1
Project #: VMT-reducing 21% 40% 2 Project $: VMT-reducing 21% 40% 2
Project #: VMT-reducing 41% 60% 3 Project $: VMT-reducing 41% 60% 3
Project #: VMT-reducing 61% 80% 4 Project $: VMT-reducing 61% 80% 4
Project #: VMT-reducing 81% 100% 5 Project $: VMT-reducing 81% 100% 5
Project #: VMT-no impact 0% 20% 5 Project $: VMT-no impact 0% 20% 5
Project #: VMT-no impact 21% 40% 4 Project $: VMT-no impact 21% 40% 4
Project #: VMT-no impact 41% 60% 3 Project $: VMT-no impact 41% 60% 3
Project #: VMT-no impact 61% 80% 2 Project $: VMT-no impact 61% 80% 2
Project #: VMT-no impact 81% 100% 1 Project $: VMT-no impact 81% 100% 1
Project #: VMT-increasing 0% 20% 5 Project $: VMT-increasing 0% 20% 5
Project #: VMT-increasing 21% 40% 4 Project $: VMT-increasing 21% 40% 4
Project #: VMT-increasing 41% 60% 3 Project $: VMT-increasing 41% 60% 3
Project #: VMT-increasing 61% 80% 2 Project $: VMT-increasing 61% 80% 2
Project #: VMT-increasing 81% 100% 1 Project $: VMT-increasing 81% 100% 1
Page 19 CLOSING THE CLIMATE INVESTMENT GAP NRDC
FIGURE A1: METHODOLOGY FOR ASSIGNING PROGRAMS A LETTER GRADE
Individual projects assessed
for VMT effect.
Program statistics
are calculated.
Programs are given point
scores based on an index.
Point scores
are weighted
Each project in each program is
reviewed.
Each project is labeled as
VMT-reducing, no-impact, or
VMT-increasing according to
rubric based on OPR
classifications.
Sample outcome: “Project X is
VMT-increasing; Project Y is
VMT-decreasing.”
Each project in each program
is reviewed.
Each project is labeled as
VMT-reducing, no-impact, or
VMT-increasing according to
rubric based on OPR
classifications.
Sample outcome: “Project X
is VMT-increasing; Project Y
is VMT-decreasing.”
The program statistics are
translated into scores using an
index of points.
Programs get up to 5 points in
each of six categories (3 project
funding categories, 3 project
number categories), which
correspond to no-impact,
VMT-decreasing, and
VMT-increasing statistics.
Programs get points for having
high shares of VMT-reducing
projects and funding and low
shares of VMT-increasing and/or
VMT-no-impact projects/funding.
Programs that get the most
points have a high share of
VMT-reducing projects, a high
share of VMT-reducing funding,
and no VMT-increasing projects
or funding.
Example: "100% of Program
A's projects and project funding
are VMT-reducing, so Program A
gets the maximum 30 points."
Programs have a maximum of
15 points from the project
number category (based on the
share of a program's projects
that increase VMT, reduce VMT,
or have no impact) and a
maximum of 15 points from the
project funding category (based
on the share of program funding
that goes to projects that
increase VMT,
reduce it, or have no impact).
Weighting is applied to
increase the importance of
project funding in the final
score/grade.
Project funding is given a 75%
weight, project number is given
a 25% weight.
The calculation is:
(Proj.No.score * 0.25)
+ Proj.Fund score * 0.75)
15
The result (out of 100%)
translates into a letter grade
(e.g., 95% = A).
The logic behind the weighting is as follows: Programs that provide a greater share of funding to a smaller number of VMT-
reducing projects are likely to have more of a net impact than programs that have more VMT-reducing projects that are each
minimally funded. A caveat is that many large projects that we counted as VMT-reducing have other elements that do not
necessarily reduce VMT. We did not have a practical way of identifying what percentage of each project’s budget went to
specified VMT-reducing elements (except when the entire project budget was dedicated to a VMT-reducing purpose, such as
building out Complete Streets improvements, constructing a bike path, or expanding transit service).
Page 20 CLOSING THE CLIMATE INVESTMENT GAP NRDC
USING FTIP DESIGNATIONS AS A PROXY FOR “VMT-INCREASING” IN FUTURE PROJECT ASSESSMENTS
Currently, tracking the VMT eects of the state’s funded and implemented projects is dicult for two reasons: 1) A robust
rubric for assessing VMT eects is lacking, and 2) many projects commingle elements that have conflicting VMT eects,
e.g., a road-widening project that adds transit lanes. A solution to this tracking problem exists—latently—in the Federal
Transportation Improvement Program reporting that the state’s city and county project sponsors and metropolitan planning
organizations already prepare.FTIP holds a key to better VMT-eect reporting and outlines the straightforward changes that
could unlock eective tracking of California’s transportation projects’ VMT impacts.
Using FTIP data elegantly addresses the limitations of VMT analysis. FTIP is a listing that each of Californias 18 Metropolitan
Planning Organizations (MPOs) prepares regularly. The FTIP lists all transportation projects proposed over six years that
will receive federal funding or involve federal action, such as approval from federal agencies (even if no federal funding is
used). MPOs and project sponsors must themselves identify whether each project conforms with regional emissions analysis
requirements or whether it is categorically exempt from conformity.In doing so, they must consider all the components of
each project and assess whether there is any potential impact from any part of the project to any part of the region.As a
result, the FTIP is conservative and comprehensive. Projects are clearly identified in FTIPs as “exempt” or “non-exempt.
FTIP’s exempt projects have “no emissions impact” or are “considered to be neutral or de minimis.
19
Exempt projects
correspond closely to the “no-VMT-impact” and “VMT-reducing” eect analysis that NRDC performed on the basis of OPRs
technical advisory. For example, projects exempt from conformity include those that support, include, or fund:
n
Capital or operating assistance to transit
n
Ride-sharing and van-pooling
n
Bicycle and pedestrian facilities
n
Roadway safety measures and improvements
n
Intersection and travel signal improvements
n
Sound walls and landscaping
n
Studies
Other project types that are generally FTIP-exempt include replacing vehicle lanes with bicycle lanes, auxiliary lanes under
one mile, and ramp metering.These accord with aforementioned OPR SB 743 guidance on likely VMT eects of various
project types.
FTIP exemption classifications could provide a way to track state projects and project funding in a robust, consistent, and
transparent way. Instead of analysts needing to assess each project’s likely VMT eects based on OPR guidance not intended
for this purpose, they could instead quickly use exemption categories to determine what number of projects in what areas and
under what programs increase VMT. FTIP potentially allows this sort of analysis to piggyback on an existing program and its
criteria.
Current FTIP reports are mostly unsuitable for this type of analysis. However, some particular adjustments to formats and
a standardization of table formatting (described below) would enable MPOs’ FTIP reports to serve as the basis for tracking
Californias progress toward its VMT-reduction and, by proxy, GHG-reduction goals.
Many MPOs provide project information in non-tabular formats, which makes it dicult, impractical, or impossible for
analysts to glean and use the data contained in the reports. Conventional methods for extracting data from files require data to
be in clear and consistent tables. This enables analysts to use automated (or mostly automated) methods to pull large amounts
of data from the tables.
APPENDIX B
Page 21 CLOSING THE CLIMATE INVESTMENT GAP NRDC
DATA REPORTING THAT DOESN’T WORK WELL
It is dicult for spreadsheet software to work with data that are “page formatted” instead of “row formatted.” Page formatting
means that, for example, the project name is listed only once at the top of the page, and details appear in multiple “table
islands” that contain no reference to the project in rows. This format is suitable for people reviewing projects individually,
but it is not machine readable and makes reviewing and summarizing projects with spreadsheet analysis dicult. Figure B1,
below, illustrates several examples of MPO table outputs that are human readable but not machine readable.
FIGURE B1: EXAMPLES OF CURRENT MPO FTIP REPORTS THAT ARE NOT MACHINE READABLE
DATA REPORTING THAT DOES WORK WELL
Simple tables with information stored consistently across rows, even if information is repeated, is machine readable. Analysts
can quickly and easily use these tables to summarize the information. Figure B2 provides a good example of data in machine-
readable, tabular format.
FIGURE B2: EXAMPLE OF A CURRENT MPO FTIP REPORT THAT IS MACHINE READABLE AND USABLE
FRESNO COUNCIL OF GOVERNMENTS
2022 REGIONAL TRANSPORTATION PLAN
FINANCIALLY CONSTRAINED PROJECT LISTING (in $1,000)
AGENCY PROJECT ID PROJECT TITLE PROJECT DESCRIPTION PROJECT TYPE
ESTIMATED
OPEN TO
TRAFFIC
ESTIMATED
TOTAL COST
($1,000)
Fresno Area
Express (FAX)
FRE092602 Remodel Existing Transit Facilities
Engineer and remodel FAX buildings, yard, and facilities
to meet current capacity needs and ADA requirements.
Transit N/A $3,001
Fresno Area
Express (FAX)
FRE130077
FAX will purchase and install a new Computer Aided
Dispatch - Integrated Vehicle Logic Unit (CAD-IVLU)
system on its revenue vehicle fleet.
Transit N/A $100
Fresno Area
Express (FAX)
FRE130081 Project Administration Project administration for FAX capital program. Transit N/A $750
Fresno Area
Express (FAX)
FRE210004
Modernize and relocate FAX Bus Wash and Vault Facility
to improve efficiency and security
Transit N/A $870
Fresno Area
Express (FAX)
FRE210005
Installing charging equipment and necessary
infrastructure to accommodate the charging needs of
new zero-emissions battery-electric buses
Transit N/A $2,631
Fresno Area
Express (FAX)
LSTMP521
Manchester Transit Center (MTC), 3590 N. Blackstone
Ave, Fresno; Rehabilitate MTC including façade revisions,
bus shelter renovations, passenger amenity upgrades,
security lighting, additional security camera
infrastructure, landscaping, ADA compliant pathways, bus
pull-in road repairs, and vehicular traffic upgrades.
Transit N/A $295
Fresno Area
Express (FAX)
LSTMP726 Southwest Fresno Route 29
Southwest Fresno transit service expansion on Route No.
29; to include three years of operating support. Expanded
route to begin at Courthouse Park and end near
intersection of S. Orange Ave and E. Central Ave.
Transit N/A $1,600
Fresno Area
Express (FAX)
LSTMP786
Purchase new vehicles and equipment to maintain bus
stops
Transit N/A $425
Fresno Area
Express (FAX)
LSTMP788
Improve concrete; add ramps, and misc. amenities to
improve access to bus stops throughout the service area.
Transit N/A $463
Fresno Area
Express (FAX)
LSTMP789 Transit Service Adjustments
Implement multi-phase service changes as a pilot project
to increase ridership and better serve currently under-
served areas of Fresno[LCTOP funds: 20/21: $832,000,
21/22: $1,000,000, 22/23: $1,000,000]
Transit N/A $1,100
Fresno Area
Express (FAX)
LSTMP793 COVID Safety Enhancements
Conduct air-flow studies and retrofit buses and facilities
with anti-viral filtration devices and barriers
Transit N/A $953
Fresno Area
Express (FAX)
LSTMP802
Fresno Area Express, Routes 3, 45, and 20; service
extensions and frequency improvements
Transit N/A $6,631
Fresno Area
Express (FAX)
LSTMP846
Handy Ride Facility
Improvements
Conduct repairs and upgrades to the FAX Handy Ride
Facility
Transit N/A $50
Fresno Area
Express (FAX)
LSTMP847
Conduct repairs and upgrades to the FAX Maintenance
Facility
Transit N/A $2,947
Fresno Area
Express (FAX)
LSTMP848 FAX Facility Camera Upgrades
Conduct repairs and upgrades to the FAX facility security
camera system
Transit N/A $500
Fresno Area
Express (FAX)
LSTMP849 CNG Bus Rehabs
Conduct repairs and upgrades to CNG buses to extend
their useful life
Transit N/A $692
Fresno Area
Express (FAX)
LSTMP850 Hydrogen FCEB Buses
Purchase hydrogen fuel cell electric buses as replacement
or expansion
Transit N/A $2,418
Fresno Council
of Governments
FRE001101
Planning, Programming and Monitoring. Streets & Roads- Operations N/A $1,995
Fresno County LSTMP675 Biola Community Sidewalks
Biola Ave from Shaw Ave to G St, and C St from Biola Ave
to e/o Biola Ave; Construct concrete sidewalk, curb &
gutter, ADA curb ramps, and drainage facilities. Install
lighted crosswalk signs on Biola Avenue.
Bike & Pedestrian N/A $1,498
Fresno County FRE070201
Rehabilitation, repair, and/or reconstruction of deficient
two-lane roads that connect to Interstate 5, SR 180, SR 41
and SR 99 countywide.
Streets & Roads-
Maintenance
N/A $2,425
Fresno County FRE130007
American Avenue from SR 99 to Temperance Avenue;
Reconstruction of approximately 1.4 miles of American
Avenue, from the eastern right-of-way of SR99 to Clovis
Avenue, and place approximately 2 miles of HMA overlay,
from Clovis Avenue to 100 feet east of Temperance
Avenue. The work also includes realignment and
signalization of the currently-substandard intersection of
American Avenue and Golden State Boulevard.
Streets & Roads-
Maintenance
N/A $3,233
70 of 75
F-71
Page 22 CLOSING THE CLIMATE INVESTMENT GAP NRDC
To facilitate further analysis based on FTIP data, we recommend that FTIP table outputs be amended, or that data be made
available separately, as follows:
1. Present data in a simple table format, with rows and columns clearly labeled, and with all data in a single row
corresponding to only one project.
2. Ensure row and column format is consistent across projects.
3. Minimize text that appears outside of the table.
Once FTIP data are available in this machine-readable format, we recommend the use of FTIP project reports for tracking
the number of transportation projects that are exempt (corresponding to VMT-reducing or having no VMT impact) and the
amount of transportation funding for exempt and non-exempt projects by program.
With these small, one-time changes to templates and/or database export settings, MPOs will allow their future FTIP reports
to facilitate ecient, “plug and play” tracking of California’s progress in meeting VMT and GHG reduction goals over time.
Page 23 CLOSING THE CLIMATE INVESTMENT GAP NRDC
ENDNOTES
1 California Air Resources Board (hereinafter CARB), “AB 32 Climate Change Scoping Plan,” accessed April 3, 2023, https://ww2.arb.ca.gov/our-work/programs/
ab-32-climate-change-scoping-plan. Note that CARB measures greenhouse gas emissions in carbon dioxide–equivalent values, calculated using the 100-year global
warming potential values in the Intergovernmental Panel on Climate Change’s (IPCC) Fourth Assessment Report.
2 CARB, “Current California GHG Emission Inventory Data,” accessed April 3, 2023, https://ww2.arb.ca.gov/ghg-inventory-data.
3 Craig Miller, “Poll: Strongest Support Yet for Climate Action in California,” KQED, July 31, 2013, https://www.kqed.org/science/6401/poll-strongest-support-yet-
for-climate-action-in-california; David Lauter, “Hit by Fires and Droughts, California Voters Call Climate Change Their Top Priority,” Los Angeles Times, December
6, 2019, https://www.latimes.com/politics/story/2019-12-04/issues-in-the-democratic-primary.
4 Liam Dillon and Ben Poston, “Freeways Force Out Residents in Communities Of Color—Again,Los Angeles Times, November 11, 2021, https://www.latimes.com/
california/story/2021-11-11/how-we-reported-the-story-on-freeway-displacements.
5 Liam Dillon and Ben Poston, “How We Reported the Story on Highway Displacement,Los Angeles Times, November 11, 2023, https://www.latimes.com/california/
story/2021-11-11/how-we-reported-the-story-on-freeway-displacements; Sammy Roth, “How White and Auent Drivers Are Polluting the Air Breathed by L.A.’S
People of Color,Los Angeles Times, March 9, 2023, https://www.latimes.com/environment/newsletter/2023-03-09/white-drivers-are-polluting-the-air-breathed-
by-l-a-s-people-of-color-boiling-point.
6 CARB, 2018 Progress Report: California’s Sustainable Communities and Climate Protection Act, November 2018, https://ww2.arb.ca.gov/sites/default/
files/2018-11/Final2018Report_SB150_112618_02_Report.pdf.
7 California Strategic Growth Council (hereinafter SGC), California Transportation Assessment Report, February 18, 2022, https://sgc.ca.gov/resources/
docs/20220218-AB_285_REPORT.pdf.
8 CARB, 2022 Progress Report: California’s Sustainable Communities and Climate Protection Act, June 2023, https://ww2.arb.ca.gov/sites/default/files/2023-
05/2022-SB150-MainReport-FINAL-ADA.pdf.
9 Elizabeth Deakin et al., Evaluation of California State and Regional Transportation Plans and Their Prospects for Attaining State Goals, Berkeley Institute of
Transportation Studies, December 1, 2021, https://doi.org/10.7922/G2MP51KQ .
10 State of California, Governor’s Oce of Planning and Research, Technical Advisory on Evaluating Transportation Impacts in CEQA, December 2018, https://opr.
ca.gov/docs/20190122-743_Technical_Advisory.pdf.
11 John Gahbauer et al., Examination of Key Transportation Funding Programs in California and Their Context, Berkeley Institute of Transportation Studies,
December 1, 2021, https://doi.org/10.7922/G23N21PX.
12 Fourteen programs appear in this table because LSRP and ATP have separate data for dierent areas (e.g., counties versus cities, small urban and rural versus
statewide). LPP also has a formulaic and a competitive program, and we analyzed these separately as subprograms.
13 Barbara Lee, Quantifying Greenhouse Gas Mitigation Measures, California Air Pollution Control Ocers Association, August 2010, http://www.aqmd.gov/docs/
default-source/ceqa/handbook/capcoa-quantifying-greenhouse-gas-mitigation-measures.pdf.
14 Martin Wachs et al., Balancing Accountability and Flexibility in California’s Local Option Sales Taxes, Pacific Southwest Region University Transportation Center
and UCLA Institute of Transportation Studies, March 2020,https://metrans.org/assets/research/psr-18-33_to-012_wachs_final-report.pdf.
15 Projects such as these with multiple project elements required making judgments about net VMT eects. In nearly all such cases, the scale of the VMT-increasing
project element was so much larger than other elements that the net eect of the project was easy to assume. In a few cases, a best guess was harder, as when
multiple VMT-decreasing project elements were involved and the VMT-increasing element was a smaller part of the overall project. Because project sponsors do
not themselves identify VMT eects or even budget breakdowns by project element, judgment calls in this type of analysis were unavoidable.
16 SGC, California Transportation Assessment Report.
17 Brian E. Saelens and Susan L. Handy, “Built Environment Correlates of Walking: A Review,”Medicine and Science in Sports and Exercise40, no. 7 (July 2008):
S550–66, https://doi.org/10.1249/MSS.0b013e31817c67a4.
18 Serena E. Alexander, Mariela Alfonzo, and Kevin Lee, Safeguarding Equity in O-Site Vehicle Miles Traveled (VMT) Mitigation in California, Mineta
Transportation Institute, https://doi.org/10.31979/mti.2021.2027.
19 An MPO’s “exempt” designation could be erroneous if it is based only on travel demand model runs and the model does not properly account for induced travel.