Urban Planning Tools for Climate Change Mitigation

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    Urban Planning Tools forClimate Change Mitigation

    Pat r i c k M . c o n d o n , d u n c a n c a v e n s , a n d n i c o l e M i l l e r

    Policy Focus Report Lincoln Institute of Land Policy

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    Urban Planning Tools orClimate Change Mitigation

    Patrick M. Condon, Duncan Cavens, and Nicole Miller

    Plc Fcus Reprt Seres

    The policy ocus report series is published by the Lincoln Institute o Land Policy to address

    timely public policy issues relating to land use, land markets, and property taxation. Each report

    is designed to bridge the gap between theory and practice by combining research ndings, case

    studies, and contributions rom scholars in a variety o academic disciplines, and rom proes-

    sional practitioners, local ocials, and citizens in diverse communities.

    Abut ths Reprt

    The Lincoln Institute o Land Policy and the Design Centre or Sustainability at the University

    o British Columbia have been engaged in surveying existing tools that support land use policy

    and decision making in the context o climate change mitigation and urban planning at local

    and regional levels. To date, two international workshops have been held in Vancouver, an area

    at the oreront o mitigation policy or greenhouse gas (GHG) emissions. The meetings brought

    together many o North Americas leaders in tool development, policy implementation, and

    urban development regulation. The rst event in October 2007 identied specic needs, and

    the second meeting in April 2008 ormulated a research agenda with a ocus on emerging

    climate change mitigation policy and practice.

    This report draws rom those workshops and reviews the relationship between urban planning

    and GHG emissions as a key component o climate change, provides characteristics o GHG

    decision support tools, and evaluates the strengths and limitations o a cross section o exist-

    ing tools using those characteristics. Four case studies illustrate how selected tools are

    utilized at various stages o the planning and development process.

    Copyright 2009 by Lincoln Institute o Land Policy.

    All rights reserved.

    113 Brattle Street

    Cambridge, MA 02138-3400, USA

    Phone: 617-661-3016 x127 or 800-526-3873

    Fax: 617-661-7235 or 800-526-3944

    Email: [email protected]

    Web: www.lincolninst.edu

    ISBN 978-1-55844-194-1

    Policy Focus Report/Code PF021

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 1

    . . . . . . . . . . . . . . . .

    Contents

    2 Execute Summar

    4 Chapter 1: The Relatshp Betwee Clmate Chage

    ad Urba Plag

    5 The Challenge o Climate Change

    6 The Relevance o Urban Form

    8 Tools and Frameworks or Urban Planners and Policy Makers

    10 Chapter 2: Characterstcs Mdelg ad Supprt Tls

    10 Scope

    11 Methodology

    12 Scale

    13 Support or Policy Making

    16 Chapter 3: Exstg Tls t Assess GHG Emsss

    20 Chapter 4: Case Studes: Applcats Selected Tls Plag Prjects

    20 INDEX: Designing a Cool Spot Neighborhood

    27 I-PLACE3S: Initiating Health and Climate Enhancements

    31 Envision Tomorrow: Using Prototype Buildings and Scenario Modelingto Measure Carbon Footprint

    37 Development Pattern Approach: Measuring GHG Impacts o

    Land Use Decisions

    43 Chapter 5: Ccluss ad Recmmedats

    46 Reereces ad Web Resurces

    47 Abut the Authrs ad Ctrbutrs

    48 Acwledgmets

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    2 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    Executive Summary

    The scale o intervention required

    to reduce and adapt to the eects

    o climate change will require ac-

    tion at all levels o government and

    society. International accords to limit overall

    carbon emissions will involve national gov-

    ernments. Setting carbon emission targets

    and standards by industry or sector, or uel

    eciency standards or vehicles, tradition-

    ally alls within the purview o ederal and

    state or provincial governments.

    Some state governments are beginning

    to require local governments to meet green-

    house gas (GHG) reduction targets in rela-

    tively short periods o time. However, it is

    at the local level that most decisions about

    urban orm are madeby public ocials,

    practitioners, and citizens in cities, counties,

    metropolitan organizations, and special ser-

    vice districts. Yet urban planners and local

    decision makers generally lack the tools and

    means needed to make inormed choices

    about the climate change implications o

    local growth and redevelopment decisions,

    or to measure their eects.

    Policy makers and regulators at all urban

    scales, as well as their political constituents

    and stakeholders, need decision support

    tools that illustrate the GHG implications o

    urban orm so they can make sound, locally

    relevant land use decisions. While a wide

    spectrum o tools currently exists, ew have

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 3

    . . . . . . . . . . . . . . . .

    the capacity to work simultaneously at both

    the regional and local scale, or to capture

    the multiple consequences o regulatory

    decisions. They generally lack the capacityto model the land useGHG relationship in

    a way that easily and in real time inorms

    the policy process.

    This report ocuses on the present state

    o tools to model and evaluate the relative

    climate change benets o alternative devel-

    opment approaches in cities, ranging rom

    the project to the neighborhood to the metro-

    politan scale. Four case studies illustrate how

    selected tools are already being used in the

    urban planning and development process

    in the United States and Canada.

    While no one tool can yet address all

    o the desiderata identied by ocials and

    experts, the potential to build on the strengths

    o existing tools is promising. Continued tool

    development will serve to enhance connec-

    tions among various tools, create new methods

    o evaluating urban orm and GHG emis-

    sions, and establish test cases through which

    new tools can be applied and rened.

    An ideal tool or integrated suite o tools

    should have the ollowing characteristics.

    Comprehensive: able to capture the

    GHG contributions o all relevant sectors,

    including buildings and transportation,

    and support the consideration o addi-

    tional criteria related to the economy

    and livability.

    Three-dimensional: grounded in

    the physical realities o the urban spaces

    they seek to model, and able to providevivid and accurate descriptions o the

    consequences o uture community design.

    Multi-scalar: able to connect top-

    down (rom regional to block scale) with

    bottom-up analysis and respond to the

    interactions between incremental site-

    scale decisions and regional and higher-

    level decisions on GHG emissions.

    Policy-relevant: supportive o the

    way policy is made and implemented,

    in terms that are direct and useul to

    decision makers.

    Iterative: capable o testing alternative

    scenarios in real time, including within

    multi-stakeholder decision processes

    and planning charrette environments,

    to produce results that can be evaluated

    rapidly and incorporated into plan

    modications or improved outcomes.

    Additive: able to build on and link to

    existing models and related applications.

    Accessible: intelligible to a wide

    range o stakeholders, using a common

    language and interace with transparent

    outputs.

    Affordable: relatively inexpensive to

    acquire and easy to use by sta and

    consultants to obtain useul results.

    To produce such a tool or suite o tools

    may appear daunting, but the need is great

    to support eective planning and regulatorydecisions, and to set and adjust policy. We

    are poised to make planning and policy de-

    cisions at the international, national, state,

    provincial, regional, and local levels that

    will have potentially enormous consequences.

    This report can guide public ocials and

    proponents o development projects in mak-

    ing better inormed decisions with respect to

    climate change impacts, and can help tool

    developers and modelers identiy critical

    needs as they design the next generationo planning support tools.

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    4 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    C h a p t e r 1

    The Relationship Between ClimateChange and Urban Planning

    Unprecedented human intervention will

    be required in the coming decades to reduce

    the extent o climate change and thereby

    avoid its worst potential consequences

    (reerred to as mitigation), or make changes

    to accommodate those eects that are un-

    avoidable (adaptation). Much o the mitiga-

    tion policy discussion to date has centered

    on reducing greenhouse gas (GHG) emis-

    sions through uel substitution and uel e-

    ciency or vehicles and on energy eciency

    or buildings and industries.

    At the same time, there is a growing

    acknowledgement by scientists and policy

    analysts that a substantial part o the global

    warming challenge may be met through the

    design and development o cities. The orm

    and unction o human settlements can either

    Climate change is among the most

    important issues o our time.

    Rising global temperatures, largely

    the product o human activity,

    are likely to have severeand potentially

    catastrophiceects on both the earths

    natural systems and human society. Sea

    level rise and dramatic changes in weather

    patterns, predicted as a consequence o

    sustained global warming, could accelerate

    the disruption o economic systems, disloca-

    tion o coastal communities and port acili-

    ties, shortages o ood and water supplies,

    increases in disease, additional health and

    saety risks rom natural hazards, and large-

    scale population migration. Secondary

    eects may include the potential or civil

    unrest and war.

    Ls Ageles,

    Calra

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 5

    . . . . . . . . . . . . . . . .

    reduce or increase the demand or energy,

    and can also infuence how energy is pro-

    duced, distributed, and used. As world pop-

    ulation and economic activity increase,urban orm actors may play as important

    a role as reduced uel use in diminishing

    the extent o avoidable climate change.

    The scale o intervention required to

    reduce and adapt to the eects o climate

    change will require action at all levels o

    government and society. International accords

    to limit overall carbon emissions will involve

    national governments. Setting carbon emis-

    sion targets and standards by industry or

    sector, or uel eciency standards or vehi-

    cles, alls within the traditional purview o

    ederal and state or provincial governments.

    Some state governments are beginning

    to require local governments to meet GHG

    reduction targets in relatively short periods

    o time. A 2008 Washington State Senate

    Bill on Climate Action mandates emission

    reporting and requires GHG reductions o

    25 percent below 1990 levels by 2035 and

    50 percent by 2050 (State o Washington

    2008). Similarly, the Caliornia Global Warm-

    ing Emissions Cap sets a statewide GHG

    cap or 2020 based on 1990 emissions levels

    (State o Caliornia 2006), while the B.C.

    Greenhouse Gas Reduction Targets Act

    requires emissions reductions o at least

    33 percent below 2007 levels by 2020,

    and 80 percent below 2007 levels by 2050

    (Province o British Columbia 2007).

    Despite these state-level eorts, most deci-

    sions about urban orm are made at the lo-

    cal levelby public ocials, practitioners,

    and citizens in cities, counties, metropolitan

    organizations, and special service districts.

    Yet urban planners and local decision mak-

    ers generally lack the tools and means need-

    ed to make inormed choices about the cli-

    mate change implications o local growth

    and redevelopment decisions, or to measure

    the eects o those decisions.

    TH E C H AL L En G E o F

    CL iMATE CHAnGE

    Over the past 60 years, average annual

    global temperatures have been rising to

    levels unprecedented in the past 100,000

    years. Scientists believe this is due primarily

    to human activity, and that the burning o

    carbon uels has been the principal contrib-

    utor to the overproduction o GHGs that

    create a blanket in the earths atmosphere,

    trapping the warmth o the sun. Because

    greenhouse gases accumulate rather than

    dissipate over time, the earths atmospheric

    temperature has been rising and will rise

    urther, likely producing two primary phe-

    nomena over the next several decades that

    could have enormous consequences or

    natural systems and human settlements.

    1. The melting o land-based ice masses

    could result in long-term sea level rise,

    potentially submerging vast amounts

    o coastal land.

    2. Changes in global and local weather

    patterns and dynamics could result in

    substantially higher incidences o food-

    ing, drought, wildres, and landslides.

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    6 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    Most scientists now predict that tempera-

    tures will rise even aster over the next 40

    years than recently, due in part to the accu-

    mulation o GHGs in the earths atmosphere,and in part to rapidly growing populations

    and economies in Asia and South America.

    They believe that some amount o global

    temperature rise is now inevitable (on the

    order o 1 to 2 degrees Celsius by 2050)

    and will result in increases in sea level and

    changes in weather patterns with concomi-

    tant impacts on ood supply, natural hazards,

    and economic activity.

    This phenomenon will require aggres-

    sive adaptation strategies to address the un-

    avoidable results o climate change. Among

    the measures to be considered are limiting

    development in food-prone areas, enhanc-

    ing food control systems, ramping up water

    and soil conservation measures, rationing

    water, and improving inoculation rates or

    inectious diseases.

    Further global climate change (another

    2 degrees Celsius or more) and its most

    catastrophic eects are avoidable through

    aggressive mitigation strategies. In the last

    three years a scientic and policy consensus

    has emerged around an overall objective or

    mitigation: to reduce annual GHG produc-

    tion to a level that is 80 percent below 1990

    levels by the year 2050 (roughly equivalent

    to 1955 U.S. levels). This objective is now

    endorsed by a number o states in the United

    States, and serves as the benchmark or

    several new regulatory schemes.

    Mitigation actions generally all into two

    categories: altering the supply source o en-

    ergy, and reducing the demand or energy.

    Since changing the supply sourceshiting

    rom carbon-based to alternative uels and

    energy sourceswill take decades, even un-

    der aggressive carbon taxation scenarios,

    strategies to reduce demand are extremely

    important. Increasing the uel eciency o

    vehicles and machinery and the energy e-

    ciency o buildings are two paths to reduc-

    ing demand, but more proound measures

    involve shits in societal behavior and settle-

    ment patterns.

    TH E R EL Ev An C E o F

    U R B An Fo R M

    Some analysis indicates that planning and

    urban design measures can substantially

    reduce the number and distance o vehicle

    trips by organizing human activity in com-

    pact communities with a range o housing

    types, providing reliable transit to and rom

    employment, and placing services within

    easy walking distance o home. For example,

    Ewing et al. (2008) ound that miles driven

    are reduced by between 20 and 40 percent

    in compact urban developments compared

    to miles driven in the auto-dependent

    suburbs that have predominated in North

    America over the last 60 years.

    Transportation activity o all orms con-

    tributes about 33 percent o energy-related

    GHG production in the United States, and

    single-occupant automobile travel makes

    up about hal o that activity (gure 1). The

    vast majority o vehicles now burn carbon

    uels and will continue to do so or some

    time (even with aggressive uel substitution

    and eciency measures), so strategies that

    reduce travel by limiting suburban expan-

    sion and encouraging more compact,

    walkable, ull-spectrum living and working

    environments can potentially make a sig-

    nicant contribution to overall climate

    change mitigation.

    A GHG reduction o up to 10 percent may

    result rom a change in land use approach

    alone, and additional reductions will result

    rom employing other strategies such as

    transit investment, uel pricing, and parking

    charges (Ewing et al. 2008). By one estimate,

    approximately two-thirds o all development

    in 2050 will be new or will have been rede-

    veloped since 2007, suggesting that combined

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 7

    . . . . . . . . . . . . . . . .

    figure 1

    Ttal Emsss Fssl Fuel Carb Dxde, 2002

    land use and transportation strategies could

    be quite powerul in mitigating the increases

    in GHGs (Nelson 2006).

    The Portland (Oregon) metropolitanarea, or example, has deliberately contained

    growth and provided transit options over the

    past several decades to protect surrounding

    arm and orest land. These policies have

    reduced per capita vehicle trips by about 17

    percent since 1990 and kept overall GHG

    levels at about 1990 levels despite a 16 per-

    cent growth in population (Metro Regional

    Government 2000). Assuming the area main-

    tains its commitment to growing in, not

    out, population growth could actually pro-

    duce urther per capita carbon savings in

    trip reduction by spawning a uller array o

    services and housing types in close proximity

    and by making alternative transportation in-

    vestments easible in more locations through-

    out the metropolitan landscape.

    Additional carbon reductions could come

    rom exploiting other aspects o city making

    and redevelopment. Using the critical mass

    o buildings and activities at the districtscale, it is possible to develop practical and

    ecient heating and cooling systems (district

    energy systems). This approach shows great

    promise in reducing the carbon ootprint o

    urban development, although the potential

    costs and benets o broad-scale application

    have not yet been quantied suciently.

    Other energy conservation benets may

    result rom common-wall and vertical living

    structures typical o multiamily urban

    locations, as well as more ecient recycling

    o solid waste.

    While the impact o more compact land

    use on building energy consumption has

    been studied less extensively than its impacts

    on transportation energy consumption,

    several analyses have begun to explore this

    The patter

    hgher carb

    dxde emsss

    relates clsel

    t hghwas ad

    urbazed areas.

    Source: www.purdue.edu/eas/carbon/vulcan/plots.php

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    8 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    relationship. Norman et al. (2006), or ex-

    ample, report that per capita energy con-

    sumption and GHG emissions are 2 to 2.5

    times higher in low-density developmentsthan in high-density areas.

    Urban design also oers the potential

    or cities to claim some o the attributes

    now associated primarily with rural living,

    including green inrastructure, such as natu-

    ral systems that handle storm water and re-

    duce heating loads, and localized ood pro-

    duction that reduces shipping, storage, and

    packaging needs. These and other strategies

    that exploit the nontransportation aspects

    o urban orm may contribute signicantly

    to overall GHG mitigation, but a more rig-

    orous quantication o the potential bene-

    ts is needed to augment the estimates al-

    ready provided in the transportation sector.

    To o L S An D FR AM EWo R kS

    Fo R U R B An PL An n ER S An D

    Po L iC y M AkER S

    Local governments have several ways oinfuencing climate change mitigation. As

    purchasers (and sometimes producers) o

    power, they can infuence the conversion o

    energy to noncarbon sources. They can also

    infuence resident and local business behav-

    ior through education, tax, and ee policy,

    and other economic incentives or disincen-

    tives. However, the greatest infuence o

    local governments is evident in their decisions

    on urban orm, primarily through urban

    planning and land use regulation.Local planning guides both inrastructure

    investment and development regulation, the

    arenas where decisions can be made about

    mixed-use, walkable neighborhoods, alter-Prtlad, oreg

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 9

    . . . . . . . . . . . . . . . .

    native transportation approaches and invest-

    ments, district energy, green inrastructure,

    urban arming and armers markets, and a

    host o other decisions that can either ad-vance or hinder climate change mitigation.

    Policy makers and regulators at all urban

    scales, as well as their political constituents

    and stakeholders, need decision support

    tools that illustrate the GHG implications o

    urban orm so they can make sound, locally

    relevant land use decisions. While a wide

    spectrum o tools currently exists, ew have

    the capacity to work simultaneously at both

    the regional and local scale, or to capture

    the multiple consequences o regulatory deci-

    sions. They generally lack the capacity to

    model the land useGHG relationship in a

    way that easily and in real time inorms the

    policy process.

    Four key actors could ultimately help

    planners and local government ocials in

    these eorts.

    1. Articulating the big mathwhat portion

    o the 80 percent o 1990 GHG levels by

    2050 should be attributed to urban orm,

    and how much (what ranges) might be

    achieved by the major components o

    urban orm and other local strategies?

    2. Documenting and examining the devel-

    opment status o tools and models or

    estimating and measuring the climate

    change eects o alternative development

    strategies and scenarios at the neighbor-

    hood, city, and metropolitan level.

    3. Dening ways to deepen and broaden

    the menu o local approaches to climate

    change mitigation within the urban orm

    arena and to access inormation aboutexperiences in other jurisdictions.

    4. Examining possible governance structures

    to make more eective climate change

    policies and investments. Cities and spe-

    cial service districts are either too small

    or too narrowly ocused to act alone and

    be successul, yet most metropolitan areas

    lack eective regional governments.

    This report ocuses on the second issue:

    the present state o tools to model and

    evaluate the relative climate change benets

    o alternative development approaches in

    cities, ranging rom the project to the neigh-

    borhood to the metropolitan scale. It sum-

    marizes the relationship between urban

    orm and climate change, particularly in

    the mitigation arena, and presents our case

    studies that illustrate how selected tools are

    already being used in the urban planning

    and development process.

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    10 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    C h a p t e r 2

    Characteristics of Modelingand Support Tools

    Existing urban design modeling

    tools and GHG-related decision

    support tools can be categorized

    according to our characteristics:

    scope, methodology, scale, and support or

    policy making. These categories help us

    compare the capacity o available tools, un-

    derstand how they might complement each

    other, and identiy gaps in inormation and

    decision-making support processes.

    S C o PE

    Single-sector Emissions Sources

    Existing decision support tools dier in how

    many sectors o the urban abric they can

    measure in terms o emissions sources.

    Many are designed to do a detailed job on

    just one sector, such as the GHG conse-

    quences o certain policy changes, techno-

    logically based eciency enhancements, or

    changes in transportation mode splits. Tools

    utilizing a single-sector approach provide

    important quantitative baseline emissions

    data and help track progress toward reduc-

    tion targets, but this inormation is usually

    not robust enough to guide a systems-based,

    all-inclusive approach to assessing and im-

    plementing low-carbon land use policies.

    Multi-sector Emissions Sources

    Tools that encompass multiple emissions

    sources may simply quantiy total emissions

    rom multiple sectors, such as buildings,

    transportation, waste, and agriculture, or

    Charrette

    nrth vacuer,

    Brtsh Clumba

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 11

    . . . . . . . . . . . . . . . .

    they may represent the more complex rela-

    tionships among these sectors. Tools with

    the capacity to go beyond this quantication

    can refect a spectrum o issues, such astransportation demand, mode and mix, or

    energy use in buildings resulting rom the

    shape or arrangement o the urban abric.

    These are precisely the kinds o issues

    that planners need to understand and

    address in their communities. Multi-sector

    comparisons provide critical inormation

    that allows decision makers to target emis-

    sions sources strategically or the greatest

    reduction potential. This type o analysis

    comes with a cost, however, resulting in

    greater complexity and reduced certainty

    due to the interactions o many variables

    remaining in play.

    M ETH o D o L o G y

    Available GHG tools can also be organized

    according to their methodological approaches:

    spatial/nonspatial, top-down/bottom-up,

    simulation/end-state, and observation-based/

    process-based. It is also possible or a single

    tool to employ more than one approach.

    Spatial/Nonspatial Methodologies

    Decision support tools that use a spatial

    methodology model the relationships among

    urban elements. This is important because

    the physical organization o a citythe ar-

    rangement o its elements in spacegreatly

    impacts its carbon ootprint. For example,

    the proximity o ones residence to employ-

    ment, transit, and commercial services, as

    well as the road network conguration among

    these destinations, directly aects transpor-

    tation choice and travel patterns.

    Spatial tools are particularly useul or

    modeling the transportation impacts o di-

    erent scenarios, and or analyzing building

    perormance (e.g., solar access, wind mitiga-

    tion rom surrounding buildings, and vegeta-

    tion) and determining easible locations or

    community energy systems using minimum

    density thresholds. A nonspatial methodol-

    ogy presents data ndings in numerical

    ormat and does not take into account theanalysis o the physical arrangement o

    an urban area. While nonspatial tools are

    less data-intensive and quicker to prepare,

    spatial methods are, at least in theory, more

    eective in supporting local government

    planning or reduced GHG emissions.

    Another advantage o using a spatial

    methodology is that it allows or visual

    representations o results, oten using GIS

    technology and 3-D modeling sotware

    that make it easier or lay persons to under-

    stand the physical implications o alterna-

    tive strategies on GHG production. Further-

    more, spatial methodologies can provide

    more compelling visual outputs, allowing

    decision makers, stakeholders, and consti-

    tuents to imagine and understand the on-

    the-ground impacts o policy choices.

    Top-down/Bottom-up Methodologies

    Tools using top-down methodologies oper-

    ate at a broad geographical scale, typically

    designed to support development o plans at

    the municipal or regional level. In contrast,

    tools using a bottom-up approach ocus anal-

    ysis on local, site-level projects. However,

    ew tools eectively blend both approaches

    to assess or provide inormation on GHG

    emissions across scales.

    Simulation/End-state Methodologies

    The methods used by existing tools to model

    uture impacts on urban orm can be catego-

    rized as either simulation or end-state assess-

    ments. Simulation methodologies begin with

    two primary data inputs: current land use

    conditions, and a set o specic rules or

    parameters dening how present conditions

    will develop over time, including behavioral

    patterns, technologies, and government pol-

    icies. The modeling tool combines these two

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    . . . . . . . . . . . . . . . . . .

    can establish general relationships between

    two parameters without measuring the di-

    rect relationships among individual compo-

    nents. Process-based simulation methodsexplicitly model the choices or interactions

    o individual agents or components within

    a described system.

    One diculty with observation approaches

    is that they are generally unable to unction

    outside the range o typically observed phe-

    nomena. A urther pitall is their assump-

    tion that data can be extrapolated accurately

    rom one locale to another. For example, the

    impact o increased street connectivity on

    transportation-based GHG emissions in a

    large, temperate metropolitan area may not

    be the same as in a small, northern commu-

    nity with a dierent climate, scale, and set

    o cultural preerences.

    S C AL E

    GHG assessment tools are also categorized

    according to the geographical scale or scales

    at which they operate, including individual

    buildings, parcels, blocks, neighborhoods,

    municipalities, regions, and bioregions.

    Most existing GHG tools operate at a single

    scale, measure and model impacts and per-

    ormance o specic individual buildings,

    or utilize uture land use scenarios at the

    regional level. Some tools oer a more

    fexible ramework applicable at a variety

    o municipal and regional scales.

    GHG emissions are infuenced by deci-

    sions made at all scalesrom individual

    projects at the site scale to inrastructure

    projects at the regional scale (gure 2). For

    example, community or master plans at the

    municipal scale might include increased

    density targets that could potentially impact

    ridership on regional and local transit; in-

    crease the viability o utilities at the neigh-

    borhood or municipal scales; and increase

    or reduce average energy requirements or

    building heating and cooling at the parcel

    sets o data to orecast and simulate the out-

    come that would result over a given time period.

    End-state assessment methodologies

    start with data describing uture land useand behavioral patternsin other words,

    the desired scenario to be achieved at a spe-

    cic point in time. Perormance is assessed

    using data provided in the scenario, and

    the changes required to achieve the desired

    end state can then be back-cast rom ideal

    uture conditions.

    Simulation tools have one key limitation:

    they are oten constrained by present-day

    assumptions regarding technological capa-

    bilities and behavioral proclivities that are

    embedded, oten unconsciously, in the data

    used to orecast uture scenarios. As a result,

    the scenarios oten ail to consider or refect

    technological advancements or broad beha-

    vioral shits resulting rom evolving societal

    preerences or the sensitivity o individuals

    to price signals.

    Simulation methods are also highly com-

    plex and time consuming, oten requiring

    months to model uture scenarios. Con-

    versely, end-state assessment methods can be

    much simpler and aster in providing appro-

    priate levels o data, thus allowing policy

    makers and other users to break ree o cur-

    rent assumptions and norms. At the same

    time, they sometimes sacrice grounding in

    real-world cases and the resulting richness

    o data that those cases oten provide.

    Observation-based/Process-based

    Methodologies

    Simulation methodologies can be urther

    broken down into observation-based and

    process-based approaches. The key dier-

    ence is in how the underlying models are

    calibrated. Tools with an observation-based

    simulation method use empirical data to

    establish the parameters o the model, such

    as the impact o density on the proportion

    o nonvehicular trips. Statistical techniques

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    . . . . . . . . . . . . . . . .

    scale. Due to these interconnections, tools

    with capacity to operate fuidly across multi-

    ple geographical scales are the most desirable

    way to inorm low-carbon land use planning

    decisions at all scales, albeit the most concep-

    tually and practically challenging (gure 3).

    S U PPo R T Fo R Po L iC y M Ak in G

    Currently available GHG tools can also be

    classied according to the specic stage or

    stages o the policy-making cycle that they

    support, inorm, and infuence. In a democ-

    racy, particularly in the United States and

    Canada where most physical planning deci-

    sions are made at the local level by bodies

    responsible to public opinion, the processes

    o land use planning do not always t neatly

    into a linear policy-making cycle. Further-

    more, it is now apparent that reducing GHG

    emissions resulting rom city design cannot

    be addressed exclusively through technologi-

    cal change, behavioral change, transporta-

    tion policy, road conguration, building de-

    sign, economic development strategy, or air

    housing policy alone; the solutions require

    coordinated action in all o these realms.

    The increasingly widespread use o

    the design charrette in land use planning

    illustrates one response to this complexity

    (Kwartler and Longo 2008). A charrette is

    an intensive design and policy ormulation

    event that brings together diverse stake-

    holders to produce through collaborative

    interaction a plan or a sustainable commu-

    nity (Condon 2007). It typically ollows a

    multistage process.

    In-depthresearchonissuesimportant

    to the community to inorm workshop

    decision making;

    Twotofourpreliminaryworkshopsto

    identiy community goals and objectives

    and to set perormance targets;

    figure 2

    Scales Urba Frm ad Plc istrumets t impact GHG Emsss

    Scale Urba Frm Cmm Plces

    Scales

    Building, parcel

    Building codes, zoning

    bylaws, developmentguidelines

    Block, neighborhood, district

    Local area plans, concept

    plans, community visions,

    development guidelines

    Municipality Municipal developmentplans, comprehensive plans

    Region, bioregion, megaregion

    Regional growth strategies,

    regional visions, regional

    transportation plans

    Source:DesignCentreforSu

    stainability,UniversityofBritishColumbia

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    . . . . . . . . . . . . . . . . . .

    Collaborativedesignduringthecharrette

    itsel, including acilitated stakeholder

    discussion and selection o strategies to

    achieve perormance targets combined

    with designer-only sessions during which

    discussion outputs are translated into

    rough drawings;

    Productionof naldrawingsanddevel-

    opment o the nal public presentation

    and subsequent report;

    Translatingthenalpresentationintoa

    nal concept plan that describes the ideas

    and goals generated at the charrette; and

    Developmentof implementationplans

    and technical documents such as design

    guidelines that describe the concept plan

    in regulatory terms.

    The theory underpinning charrettes is that,

    given the complexity o sustainability actors,

    there is no possibility or linear, single-issue

    processes to manage them. The alternative

    is synthetic, holistic, and inclusive integra-

    tion o all issues that pertain to real-world

    problems o city design, in a collaborative

    and interdisciplinary setting (Condon 2007).

    Successul charrettes and other multiparty

    roundtable processes take advantage o all

    the inormation and decision support tools

    available. The challenge is to integrate the

    inormation and tools in a orm that fuidly

    intersects the decision-making discourse.

    The ollowing ve-step policy cycle model

    accurately refects the way that collabora-

    tively produced sustainable community de-

    sign decisions are made, and integrates the

    existing tools into the stages to which they

    are best suited (Hessing et al. 2005).

    1. Information gathering. Research and assem-

    bly o data helps to describe past and

    present conditions and project the im-

    pacts o various land use decisions.

    2. Interpretation.Analysis o the assembled

    data explains relationships between policy

    Building Parcel Block Neighborhood District Municipality Region

    Bio/Mega-

    region

    Athena Impact Estimatorfor Buildings

    Community Energy and

    Emissions Inventory (CEEI)

    Community Viz

    Development Pattern Approach

    Energy Demand Characterization(formerly Canadian Urban Archetypes Project)

    Envision Tomorrow

    INDEX and Cool Spots

    I-PLACE3

    S

    MetroQuest

    Neighborhood Explorations:

    This View of Density

    Tool for Evaluating

    Neighbourhood Sustainability

    UPlan

    figure 3

    Scales Exstg Tls

    Source:DesignCentreforSustain

    ability,UniversityofBritishColumbia

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    . . . . . . . . . . . . . . . .

    decisions and data, and inorms design

    and policy ormulation.

    3. Collaborative design and policy formulation.

    Charrette-style decision-making methodsbring together diverse stakeholders to par-

    ticipate in a collaborative design process.

    The impacts, costs, and benets o pro-

    posed policy options are assessed using

    design, and consensus is achieved on the or-

    mulation o land use strategies and policies.

    4. Implementation. The policy decision

    achieved during the previous stage is

    carried out using a variety o tools, such

    as bylaw amendments or development

    permit guidelines.

    5. Monitoring and evaluation. The results and

    eectiveness o the policy decision are

    assessed, and revisions made i necessary.

    Information

    GatheringInterpretation

    Collaborative Design +

    Policy FormulationImplementation

    Monitoring +

    Evaluation

    Athena Impact Estimator

    for BuildingsCommunity Energy and

    Emissions Inventory (CEEI)

    Community Viz

    Development Pattern Approach

    Energy Demand Characterization(formerly Canadian Urban Archetypes Project)

    Envision Tomorrow

    INDEX and Cool Spots

    I-PLACE3S

    MetroQuest

    Neighborhood Explorations:

    This View of Density

    Tool for Evaluating

    Neighbourhood Sustainability

    UPlan

    figure 4

    Plc Ccle impact Exstg Tls

    Most available tools quantiy the GHG

    implications o dierent strategies and/or

    scenarios. They best serve the inormation

    gathering stage o the policy-making process.Fewer tools are available to ully support the

    interpretation and collaborative design and

    policy ormulation stages o land use deci-

    sion making. Additionally, existing tools are

    oten unresponsive to later implementation,

    monitoring, and evaluation demands, as

    well as ongoing public education and out-

    reach needs.

    A small number o tools have begun

    to address the process-driven, cross-scale

    needs o policy makers (gure 4). Lessons

    rom these applications, i incorporated

    into tool development, will undoubtedly

    enhance them.

    Source:DesignCentreforSustainability,UniversityofBritishColumbia

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    . . . . . . . . . . . . . . . . . .

    C h a p t e r 3

    Existing Tools toAssess GHG Emissions

    Abroad cross section o existing

    tools and other tools still under de-

    velopment illustrates the scope o

    GHG calculations, the methodolo-

    gies employed, the scale at which they are

    used, and how they support policy decisions.

    While this inventory is ar rom exhaustive,

    it represents the range o tools currently

    available and compares their various

    eatures and unctions (table 1).

    Athena Impact Estimator for Buildings

    Developed by the Athena Institute, a non-

    prot organization located in both the United

    States and Canada, this sotware tool uses

    a lie-cycle assessment method to provide

    cradle-to-grave building evaluation. Outputs

    displayed in summary tables and graphs

    include data on embodied energy, GHG

    consequences, solid waste emissions, and

    pollutants to air and water. This tool models

    building perormance only, and does not

    evaluate issues beyond the envelope.

    Community Energy and Emissions

    Inventory (CEEI)

    Sponsored by the British Columbia Minis-

    try o Environment, this initiative is a data

    collection, analysis, and reporting system.

    Using data rom sources including utilities,

    the Insurance Corporation o B.C., and

    the Recycling Council o B.C., the system

    generates baseline inventories and periodic

    reports o community energy consumption

    and GHG emissions or on-road transporta-

    tion, buildings, and the solid waste sector.

    inDEX dgtal

    charrette

    Elbur, ills

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    . . . . . . . . . . . . . . . .

    Table 1

    Cmparss Tl Features

    Tl Scpe Methdlg Scale Plc Supprt

    Athea impact Estmatr

    r Buldgs

    single-sector; building energy

    on a liecycle basis

    nonspatial;

    spreadsheet-based

    individual buildings inormation gathering

    Cmmut Eerg ad

    Emsss ietr (CEEi)

    multi-sector;

    buildings, transportation,

    community waste,

    and land use change

    nonspatial;

    observation-based;

    end-state assessment

    o current conditions

    municipal;

    regional

    inormation gathering

    Cmmutvz multi-sector; various

    user-selected sustainability

    indicators

    spatial;

    observation-based

    neighborhood;

    regional

    inormation gathering;

    interpretation;

    collaboration

    The Deelpmet Patter

    Apprach (DPA)

    multi-sector;

    buildings, transportation,

    renewable energy, and other

    sustainability indicators

    spatial;

    observation-based;

    end-state evaluations

    parcel;

    neighborhood;

    district; municipal;

    regional

    inormation gathering;

    interpretation;

    collaboration;

    implementation

    Eerg Demad Characterza-

    t (rmerl the Caada

    Urba Archetpes Prject)

    multi-sector; transportation

    and building energy

    nonspatial;

    observation-based and

    survey-based case

    studies

    neighborhood

    (approximately 300

    residential units)

    inormation gathering;

    interpretation

    Es Tmrrw multi-sector; various sustain-

    ability indicators including

    building and transportation

    energy and emissions

    spatial;

    observation-based;

    end-state evaluations

    parcel;

    neighborhood;

    district; municipal;

    regional

    inormation gathering;

    interpretation;

    collaboration;

    implementation

    inDEX ad Cl Spts multi-sector; various sustain-

    ability indicators including

    building and transportation

    energy and emissions

    spatial;

    observation-based;

    end-state assessment

    parcel;

    neighborhood;

    municipal; regional

    inormation gathering;

    interpretation;

    collaboration

    i-PLACE3S multi-sector;

    population, transportation,

    and employment patterns

    spatial;

    observation-based;

    end-state assessment

    parcel;

    neighborhood;

    municipal; regional

    inormation gathering;

    interpretation;

    collaboration

    MetrQuest multi-sector; various

    sustainability indicators

    including building and

    transportation energy

    spatial; end-state

    assessment

    municipal;

    regional

    inormation gathering;

    interpretation;

    collaboration

    neghbrhd Explrats:

    Ths vew Dest

    single-sector; transportation non-spatial;

    observation-based;

    end-state assessment

    spreadsheet

    neighborhood inormation gathering

    Tl r Ealuatg

    neghburhd Sustaablt

    single-sector; transportation nonspatial; observa-

    tion-based; end-state

    evaluation spreadsheet

    neighborhood inormation gathering;

    interpretation; potential

    or collaborative use

    UPla multi-sector; urban growth

    model; emissions

    spatial; process-based

    simulation

    municipal;

    regional

    inormation gathering

    -

    CommunityViz

    This collection o GIS-based 3-D visualiza-

    tion and decision support tools or planning

    and resource management was developed by

    the Orton Family Foundation in Vermont.

    It is managed by Placeways, LCC, a com-

    pany in Colorado that was ormed by a

    group o ormer CommunityViz employees.

    The tool allows users to build land use plan-

    ning scenarios to analyze and communicate

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    . . . . . . . . . . . . . . . . . .

    GHG emissions, and other indicators to

    current conditions, business-as-usual, and

    alternative planning scenarios at neighbor-

    hood to regional scales. INDEX is utilizedin the Cool Spots planning technique that

    was developed in 2007 by Criterion Planners

    as a way to organize and prioritize neigh-

    borhood-scale climate action measures.

    I-PLACE3S

    This Web-based modeling platorm was

    developed by the Caliornia Energy Com-

    mission (CEC), the Caliornia Department

    o Transportation, and the U.S. Department

    o Energy; it is administered by the Sacra-

    mento Area Council o Governments

    (SACOG). It evaluates planning scenario

    impacts rom multiple issues at the parcel,

    neighborhood, and regional scales.

    MetroQuest

    This real-time, interactive planning support

    tool was created by the Sustainable Devel-

    opment Research Institute at the University

    o British Columbia and is managed by

    Envision Sustainability Tools, a company

    based in Vancouver. Using an archetype

    methodology and GIS-based visual commu-

    nication, MetroQuest builds, compares, and

    evaluates alternative 40-year scenario simu-

    lations at municipal and regional scales.

    It captures a range o issues including land

    use planning, inrastructure spending, trans-

    portation, and air quality. GHG can be

    computed rom transportation inormation,

    but this module is not yet available within

    the tool.

    Neighborhood Explorations: This View of Density

    This Web-based tool compares area o land

    used, roads and sidewalks, water use, local

    shopping, transit service, vehicles, parking,

    mileage, uel use, gasoline cost, volatile or-

    ganic compounds (VOCs), and GHGs in

    table ormat or ten specic San Francisco

    environmental, economic, and social im-

    pacts in real time. The tool can be adapted

    or many purposes through user modica-

    tion, including GHG calculations.

    Development Pattern Approach (DPA)

    This project is under development at the

    University o British Columbia Design Cen-

    tre or Sustainabilitys Neighbourhoods Lab.

    The DPA is a suite o methods or modeling

    urban development scenarios and quantiy-

    ing their perormance against a variety o

    sustainability indicators. It uses archetypical

    patterns o urban orm to represent current

    and uture urban conditions that can be

    queried by a suite o submodels (e.g., build-

    ing energy, transportation) that measure di-

    erent urban characteristics, including GHG

    production associated with certain neigh-

    borhood and district congurations.

    Energy Demand Characterization (formerly

    the Canadian Urban Archetypes Project)

    This project is under development at

    CANMET Energy Technology Centre with-

    in Natural Resources Canada. The project

    oers municipalities, urban planners, and

    developers a reerence library o archetypes

    illustrating energy and consumption in the

    areas o transportation, residential building

    energy use, water, and waste or a range

    o urban orm types and resident liestyle

    patterns.

    Envision Tomorrow

    This suite o urban and regional planning

    tools can model land use decisions rom the

    site to regional scales. It can evaluate the

    easibility and implications o dierent

    styles and mixes o development on energy

    use, water use, and carbon ootprints.

    INDEX and Cool Spots

    INDEX is a GIS-based sotware that

    compares energy use, costs, air pollution,

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    . . . . . . . . . . . . . . . .

    neighborhoods with residential densities

    ranging rom 3 to 500 households per resi-

    dential acre. The tool allows users to gener-

    ate customized neighborhood proles byentering residential density, cost o gasoline,

    and vehicle mileage.

    Tool for Evaluating Neighbourhood Sustainability

    Developed by the Canadian Mortgage

    and Housing Corporation, this is a spread-

    sheet-based model or estimating annual

    per-household GHG emissions rom per-

    sonal travel based on neighborhood design

    eatures. Characteristics include density,

    land use, number o bedrooms, requency

    o transit service, and intersection density.

    It allows users to test a variety o develop-

    ment proposals by manipulating and adjust-

    ing locational and neighborhood design

    variables. The tool is also capable o estab-

    lishing the relative GHG emissions dier-

    ence between two or more neighborhoodsin large metropolitan areas.

    UPlan

    UPlan is maintained by the Inormation

    Center or the Environment at the Univer-

    sity o Caliornia, Davis. Modeling uture

    regional land use patterns based on ne-

    grained grid data inputs, the application

    allows users to overlay projections with envi-

    ronmental data to calculate scal costs, as

    well as impacts on storm water runo, water

    quality, wildlie habitat, and GHG emissions.

    Outputs include maps and Excel-based

    tables.

    Source: MetroQuest (www.metroquest.com).

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    . . . . . . . . . . . . . . . . . .

    C h a p t e r 4

    Case Studies: Applications ofSelected Tools in Planning Projects

    The ToolINDEX is planning support sotware intro-

    duced by Criterion Planners in 1994 as a

    land use/transportation modeling tool to

    evaluate scenarios using goal-derived indi-

    cator scores. INDEX is an ArcMap GIS ex-

    tension designed with the ollowing eatures.

    User-friendly and portable. With a user inter-

    ace designed or nontechnical audiences,

    the tool is operated on laptops at publicmeetings.

    Iterativeandfast. Scenarios can be sketched

    and scored in real time to enable rapid

    iteration to preerred outcomes.

    Transparent. All inputs and calculations

    are documented to explain the basis o

    results, and major input parameters are

    user-dened.

    The applications o our dierent tools or sets o tools in a variety o case study

    projects illustrate how these tools have been used in real-world planning situations.

    They oer a representative sample o available tools, and the results produced when

    they are applied to an actual site. Each description presents the tool and its opera-

    tional characteristics, the project site, the methodology employed, some conclusions, and

    the case study consultant.

    INDeX: Dsigning Cl S Nigbd

    Elburn, Illinois

    The ral trast stat

    the prject ste

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 21

    . . . . . . . . . . . . . . . .

    Scalable. The tool perorms its calculations

    at the building and parcel level, and scena-

    rios can be assembled or blocks, neighbor-

    hoods, communities, and regions. Lower-level scenarios nest within larger-scale

    scenarios.

    Linkable. Scenarios can be exported to

    transportation demand, storm water,

    developer pro orma, and scal impact

    models, among others.

    Comprehensive. A menu o 94 indicators

    addresses demographics, land use, hous-

    ing, employment, recreation, transporta-

    tion, water, energy, and GHG emissions.

    Affordable. The cost o acquiring and

    applying the tool is comparable to typical

    local government GIS applications.

    The tool has been applied in the United

    States at approximately 700 locations in 37

    states, as well as in Australia, Canada, Chi-

    na, Japan, and Spain. In the United States,

    the sotware is licensed to 175 user organi-

    zations, including municipal and regional

    planning agencies, urban design consultants,

    and educational institutions (Brail 2008).

    Current representative applications include

    regional transit planning in Portland, Oregon;

    figure 5

    Exstg Lad Use Pla, Elbur, ills

    Exstg Lad-Use

    0.5Miles

    Vacant

    ResidentialSingle Family

    ResidentialDuplex

    ResidentialTownhouse

    ResidentialMultiamily

    Commercial

    Government/Institutional

    Industrial

    School

    Farming

    Open Space

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    . . . . . . . . . . . . . . . . . .

    redevelopment planning o the Mall o

    America neighborhood near Minneapolis,

    Minnesota; preparation o a regional grow-

    ing cooler ramework or Baltimore, Mary-land; identication o potential Cool Spots

    or Albuquerque; and a downtown climate

    change action plan or Laayette, Caliornia.

    The Project

    Elburn, Illinois, is a Chicago suburb o

    approximately 4,000 residents with a com-

    muter rail transit connection to the center

    city. A 300-acre site adjacent to the rail tran-

    sit station is the communitys ocus area or

    uture growth. It presents a signicant op-

    portunity or a climate-riendly Cool

    Spot design (gure 5).

    Since 2007, a series o INDEX digital

    charrettes have been conducted to evaluate

    Cool Spot opportunities in the station area.

    The objective o the charrettes has been

    identication o alternative land use/trans-

    portation designs that lower the station areas

    GHG emissions, while also meeting the

    communitys overall comprehensive plan-

    ning goals. The charrettes were preceded

    by the ollowing set-up tasks.

    Calibrate local energy and carbon characteristics.

    Fuel shares and carbon content or local

    building and transportation energy sup-

    plies were specied.

    Benchmarkexistingcitywidelanduseandtrans-

    portation conditions. A comprehensive set o

    indicators was scored or the entire com-

    munity to create a rame o reerence or

    setting station area goals (table 2).

    Formulatemeasurablegoals. Using citywide

    benchmark scores, goal-relevant indicators

    and desired scores were selected or eval-

    uating and ranking station area scenarios.

    Createpalettesof landuseandtransportation

    features. Station area land uses and trans-

    portation acilities were dened and

    assembled into palettes or scenario

    sketching (gure 6).

    figure 6

    Lad Use Palette r Scear Setchg

    Sgle Faml

    10 DU/acre

    nET ACRES

    Sgle Faml

    16 DU/acre

    Hgh Dest

    Resdetal

    30 DU/acre

    Retal

    45 jobs/acre

    ofce

    80 jobs/acre

    Mxed-Use

    45 jobs/acre

    20 DU/acre

    Par

    Wd Farm

    0.05 MW/acre

    isttutal

    12 jobs/acre

    DU=Dwelling Units

    MW= Megawatts

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 23

    . . . . . . . . . . . . . . . .

    Table 2

    idcatrs r Exstg Bechmars ad Prject objectes

    inDEX idcatrs Uts

    Ctwde

    Exstg

    Stat Area

    objectes

    Stat Area

    Desg Scears

    A B C

    DemgraphcsPopulation residents 3,324 6,868 5,882 7,441

    Employment employees 948 3,151 5,893 3,551

    Lad-Use

    Use Mix 0-1 scale 0.19 0.50 or more 0.40 0.57 0.36

    Use Balance 0-1 scale 0.71 0.90 or more 0.87 0.89 0.81

    Husg

    Dwelling Unit Count total DU 1,306 3,276 2,895 3,664

    Single-Family Dwelling Density DU/net acre 2.60 14.00 or more 16.00 14.62 16.00

    Multi-Family Dwelling Density DU/net acre 8.22 28.00 or more 26.61 26.39 28.65

    Single-Family Dwelling Share % total DU 76.6 38.5 10.9 12.5

    Multi-Family Dwelling Share % total DU 21.3 61.5 89.1 87.5

    Amenities Proximity avg walk t to closest grocery 4,952 2,000 or less 1,906 3,048 3,110Transit Proximity to Housing avg walk t to closest stop 2,909 1,000 or less 952 928 1,146

    Emplmet

    Jobs to Housing Balance jobs/DU 0.73 0.90 to 1.10 0.96 2.04 0.97

    Employment Density emps/net acre 21.04 70.00 or more 49.92 52.82 60.09

    Commercial Building Density avg FAR 0.20 0.65 or more 0.54 0.56 0.59

    Transit Proximity to Employment avg walk t to closest stop 1,384 1,000 or less 731 959 1,087

    Recreat

    Park/Schoolyard Space Supply acres/1000 persons 19.8 3.0 to 8.0 4.0 4.9 5.9

    Park/Schoolyard Proximity to Housing avg walk t to closest park/schoolyard 2,144 1,000 or less 1,725 1,319 1,165

    Trael

    Street Segment Length avg t 658 300 or less 315 399 452

    Street Network Density centerline mi/sq mi 6.8 27.6 24.8 18.9Transit Service Coverage stops/sq mi 1.0 10.0 or more 22.6 18.1 13.6

    Transit-Oriented Residential Density DU/net acre w/i 1/4 mi o stops 4.03 28.00 or more 21.90 23.71 27.95

    Transit-Oriented Employment Density emps/net acre w/i 1/4 mi o stops 15.78 49.92 51.52 61.32

    Pedestrian Network Coverage % o streets w/sidewalks 91.9 100.0 or more 99.7 99.7 100.0

    Street Route Directness walk distance/straightline ratio 1.84 1.40 or less 1.38 1.33 1.36

    Bicycle Network Coverage % street centerlines w/bike route 33.16 50.00 or more 44.29 49.41 27.67

    Home Based VMT Produced mi/day/capita 25.0 20.6 20.9 20.2

    Non-Home Based VMT Attracted mi/day/emp 15.0 12.4 12.5 12.1

    Clmate Chage

    Residential Building Energy Use MMBtu/yr/capita 50.92 45.51 41.69 41.84

    Residential Vehicle Energy Use MMBtu/yr/capita 41.51 34.18 34.66 33.59

    Residential Total Energy Use MMBtu/yr/capita 92.42 79.69 76.35 75.43

    Non-Residential Building Energy Use MMBtu/yr/emp 45.66 43.34 42.47 11.85

    Non-Home Based Vehicle Energy Use MMBtu/yr/emp 24.90 20.51 20.80 20.15

    Non-Residential Total Energy Use MMBtu/yr/emp 70.56 63.85 63.26 32.00

    Residential Building CO2 Emissions lbs/capita/yr 6,462 4,561 4,735 3,634

    Residential Vehicle CO2 Emissions lbs/capita/yr 6,340 5,221 5,294 5,130

    Residential Total CO2 Emissions lbs/capita/yr 12,802 9,781 10,029 8,764

    Non-Residential Building CO2 Emissions lbs/emp/yr 7,286 4,343 4,823 1,029

    Non-Home Based Vehicle CO2 Emissions lbs/emp/yr 3,804 3,132 3,176 3,078

    Non-Residential Total CO2 Emissions lbs/emp/yr 11,090 7,476 7,999 4,107

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    24 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    Digital charrettes are normally our- to

    six-hour sessions involving as many as 100

    people. Tables o eight to ten people use

    INDEX on a laptop to sketch and evaluatescenarios. For the Elburn transit station,

    participants perormed the ollowing tasks.

    Designstreetcross-sectionsanddraw

    their locations.

    Paintlandusesandlocatespecic

    amenities, such as a grocery store.

    Drawbusroutesandlocatestops.

    Drawbikeroutes.

    Selectawindpowershareforthe

    neighborhoods electric supply.

    Protectexistingwetlandsandwildlife

    habitat on a portion o the site.

    Figure 7 shows three scenarios developed

    during the charrettes, while gure 8 ranks

    these scenarios according to GHG reduc-

    tion and the extent to which they meet com-

    munity planning goals. The nal iteration,

    Scenario C, achieves the greatest reduction

    in GHG emissions, and also accomplishes

    the strongest response to the communitys

    goals. This GHG superiority is achieved

    with both high housing and employment

    densities that reduce air conditioning

    demands, auto trips, and trip lengths; and

    30 percent o total electricity sourced rom

    emission-ree wind power. Scenario C also

    excels in terms o other community plan-

    ning goals, including its large amount o park

    space that satises recreation objectives.

    The GHG emission levels calculated or

    Elburns three scenarios are consistent with

    research on the climate change impacts o

    urban orm, as well as Criterions modeling

    o LEED or Neighborhood Development

    (ND) projects. Criterions ND certication

    review o 40 neighborhood projects in the

    United States and Canada indicates that

    per capita GHG emission reductions o

    25 to 33 percent appear to be consistently

    achievable with strong multimodal travel

    figure 7

    Stat Area Scears, Elbur, ills

    Scear A

    Scear B

    Scear C

    environments and compact, mixed land use

    designs that embody the principles o smart

    growth and New Urbanism.

    The Methodology

    INDEXs GHG estimation process trans-

    lates development scenarios into energy

    use and GHG emissions (gure 9). Energy

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 25

    . . . . . . . . . . . . . . . .

    demands are set or each building type

    using climate-adjusted values or building

    square ootage. The building values are thenassigned to land use types, and these are

    aggregated into total building energy loads

    based on the amounts o land area paint-

    ed with land uses. Inrastructure energy

    use (e.g., streetlights, utility pumps) can be

    added optionally.

    Vehicle trips (VT) and vehicle miles trav-

    eled (VMT) are estimated based on common

    urban design variables such as density, inter-

    connectivity, and availability o transit. As

    scenarios alter land use density and diversity,street and pedestrian networks, and regional

    accessibility, the elasticities estimate the re-

    sulting changes in baseline VT and VMT.

    VMT is converted into energy use based on

    vehicle types, uel shares, and emission rates

    adjusted or VT eects.

    To arrive at net energy use and GHG

    emissions, building energy and transportation

    0

    5

    10

    15

    20

    25

    30

    35

    %

    CO2

    /Capita/YrRe

    ductionsBelow

    CurrentCitywideRate

    A B C

    Scenarios

    28

    30

    32

    Greenhouse Gas Emissions Reduction

    0

    10

    20

    30

    40

    50

    60

    70

    80

    %

    Ove

    rallGoalsAchievement

    72.0

    67.9

    76.6

    A B C

    Scenarios

    Overall Goal Achievement

    A B

    figure 8

    Scear Rags b GHG Emsss Reduct ad oerall Gal Acheemet

    Community Scenarios

    Land Use Transportation

    BuildingsVehicle Miles

    Traveled

    Infrastructure

    Energy Sources

    CO2 Emissions

    figure 9

    Estmat GHG Emsss Usg inDEX

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    26 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    energy are combined into total gross energy

    demand, and then credits are given option-

    ally or clean electricity and uel shares, em-

    bodied energy savings rom building reuse,and carbon sequestration in local orestry.

    Once GHG emissions have been estimated

    and indicators scored or other goals, such

    as open space preservation and aordable

    housing, the tool ranks all the scenarios ac-

    cording to both individual goal achievement

    and overall achievement o community

    goals weighted by their relative importance.

    Conclusions

    As an integrated land use/transportation

    planning technique or reducing GHG

    emissions, Cool Spots is able to quantiy the

    emissions o alternative community scen-

    arios in real time at public meetings. In so

    doing, it assists stakeholders in assembling

    climate-riendly urban development plans.

    Advances are occurring in GHG calcula-

    tion methods and computer technology that

    will enable wider adoption o digital sketch

    planning techniques or climate protection.

    Touch-screen interaces, 3-D visualization

    sotware, and smaller, distributed user de-

    vices will make charrettes easier to conduct

    and more engaging or participants, which

    will increase uture participation and sup-

    port or resulting plans.

    To help oster such processes, however,

    communities need to make greater invest-

    ments in data that describe land use, trans-

    portation, and energy conditions at thebuilding and neighborhood levels; and the

    planning proession needs to encourage stu-

    dents and practitioners to acquire relevant

    modeling and charrette skills. Recent state

    legislation, such as Caliornia Senate Bill

    375 and Florida House Bill 697, is begin-

    ning to mandate GHG considerations in

    community planning that will accelerate

    these trends. Eventually, GHG assessment

    o proposed urban development is likely

    to become standard practice comparable

    to the types o impact studies usually

    prepared or trac, schools, and other

    community issues.

    Case Study Consultant

    Established in 1979, Criterion Planners is

    an urban and regional planning consultancy

    based in Portland, Oregon, specializing in

    community planning or energy eciency.

    The rm has assisted local, state, and ederal

    agencies with climate change action plan-

    ning since 1993, including preparation o

    the Chula Vista, Caliornia global warming

    reduction plan that received the Environ-

    mental Protection Agencys 2003 Climate

    Protection Award.

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 27

    . . . . . . . . . . . . . . . .

    The Tool

    I-PLACE3Sis a Web-based, publicly avail-able modeling platorm or scenario planningthat is capable o working with detailed data

    at scales rom the neighborhood to multi-

    county regions. Developed by the Caliornia

    Energy Commission (CEC), the Caliornia

    Department o Transportation, and the U.S.

    Department o Energy, I-PLACE3S is ad-

    ministered by the Sacramento Area Council

    o Governments (SACOG). It evaluates the

    impact o alternative development approaches

    or transportation investments on a range o

    indicators including population, employ-

    ment, transportation patterns, energy use,

    and cost eciency.

    The visual and interactive nature o

    I-PLACE3S mapping analysis makes scen-

    ario development and testing accessible

    to nontechnical users in public workshops

    and other settings. Because it is Web-based,

    I-PLACE3S requires no specialized hard-

    ware or sotware, has only one dataset to

    maintain and update, and is capable o per-

    orming analysis on extremely large datasets(more than 750,000 records) within a several-

    second timerame. Furthermore, I-PLACE3S

    can incorporate data rom and provide eed-

    back into regional travel models to illustrate

    regional transportation benets o local-

    level land use change.

    The robust unctionality o I-PLACE3S

    allows the tool to take into account study

    area demographics (particularly important

    or any public health analysis), and to mea-

    sure the built environment within walking

    distance o each study area parcel. Designed

    or fexibility, I-PLACE3S can be expanded

    by adding new or updated modules and can

    be customized to meet the needs o individ-

    ual organizations. New additions are then

    made available to all users, enabling synergy

    and cost savings.

    I-pLaCe3S: Iniiing hl nd Clim enncmns

    King County, Washington

    Thugh mstl

    aut-reted,

    the Whte Ceter

    busess dstrct

    has gd bes.

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    28 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    The Project

    The King County HealthScape initiative

    seeks to improve public health and environ-

    mental sustainability through communitydesign. As part o this initiative, the I-PLACE3S

    scenario planning model was expanded to

    evaluate the transportation impacts o dier-

    ent land development alternatives, includ-

    ing GHG emissions. For King County and

    the cities within it, the enhanced version

    o I-PLACE3S can inorm a number o

    processes (gure 10).

    Statistical relationships generated by an

    analysis o King County data on the built

    environment, transport, physical activity,

    GHG, and air pollution were programmed

    into I-PLACE3S. The resulting version o

    the application was tested on the 98th Street

    corridor in White Center, an unincorporated

    urban area. The community has an inter-

    connected street network and a mix o com-

    mercial, employment, and residential land

    uses enlivened by new immigrants romAsia, Arica, and South America.

    The Methodology

    The statistical relationships used to enhance

    I-PLACE3S or the King County project

    were generated by linear regression analyses.

    A previous county-wide analysis o the rela-

    tionship between CO2

    and specic land use

    characteristics was rerun using up-to-date

    data rom the 2006 Puget Sound Regional

    Council (PSRC) Household Travel Survey

    and the Neighborhood Quality o Lie

    Survey (NQLS) project. Land use patterns

    around each household location were mea-

    sured and correlated to travel, air pollution,

    figure 10

    Parcel Map Lad Use Tpes Whte Ceter, Washgt

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 29

    . . . . . . . . . . . . . . . .

    carbon dioxide, physical activity, and body

    mass index (BMI).

    Figure 11 contrasts a household located

    in a typical low-density, disconnected, single-

    use neighborhood on the let with another in

    a compact, connected, mixed-use neighbor-

    hood on the right. The circle represents a 1

    kilometer radius (the crow-fy buer) rom

    each household. The analysis measured land

    use patterns within the smaller, asymmetri-

    cal 1 kilometer network buer, which repli-

    cates the area people can access within a six-

    to ten-minute walk. The connected neigh-

    borhood has many more nearby destinations

    due to the higher densities, mixed land use

    pattern, and interconnected street networks.

    This set o neighborhood-scale urban

    orm measures was supplemented in the

    analysis by other regional-scale measures

    such as transit service levels and driving times

    to address the impacts o regional location

    and transit service on CO2

    emissions.

    Demographic and household characteris-

    tics, such as income, number o workers,

    and number o cars or each household,

    were also taken into account.

    Transport-related CO2

    estimates were

    generated rom the PSRC travel survey trip

    data by calculating CO2

    emissions or each

    link o each trip based on the road acility

    type (e.g., or each trip, the distance traveled

    on local streets, arterials, and reeways), time

    o day (which determined congestion and

    thereby travel speed), cold starts, and

    vehicle occupancy. This approach provided

    a more detailed estimate than could be

    attained using a simple average speed or

    individual trips.

    The estimated emissions or each trip

    link were then summed at the trip level and

    linked to the urban orm characteristics (in-

    cluding net residential density, retail foor-

    area ratio, intersection density, land use mix,

    and park/retail/transit access) within the

    1 kilometer walk-shed o each household.

    The regression equations produced

    by this analysis were programmed into

    I-PLACE3S, enabling the user to estimate

    how dierent built environment scenarios

    aect transport-related CO2. I-PLACE3S

    calculates total and per capita CO2

    at the par-

    cel level or each scenario being evaluated.

    White Center is one o the ew remaining

    unincorporated urban areas in King County,

    so ocials are strongly interested in making

    it a more pedestrian-riendly community.

    figure 11

    Cmparate Measuremets Lad Use Patters Sgle-use adMxed-use neghbrhds

    Disconnected Connected

    Crow-Fly Buffer

    Sample Household

    Network Buffer

    Single Family ResidentialMulti Family ResidentialCommercialOfceIndustrial

    Greenspace/Recreational

    ParkingUnknown

    Institutional

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    30 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    Zoning in the 98th Street corridor has been

    changed to increase allowable densities and

    to both allow and encourage mixed-use

    development. A direct pedestrian walkway

    connecting the Greenbridge Hope VI

    public housing development to the centers

    commercial district is also being built.

    I-PLACE3S estimated that at ull build-

    out these changes would reduce daily house-

    hold CO2

    rom transport rom 14.17 to

    13.94 kilograms (kg), adding up to a daily

    reduction o 575 kg or what is a very small

    study area (about 200 parcels). Additional

    transit service in the area would reduce

    per-household CO2

    emissions urther, to

    12.9 kg per day.

    Conclusions

    More compact regions eaturing walkable,

    mixed-use centers connected by ast and

    reliable transit service can lead to large reduc-

    tions in per capita vehicle miles and hours o

    travel. Local and regional government agen-

    cies thereore have several options to reduce

    GHG emissions rom transportation: ex-

    pansion or upgrading o transit service by

    transit agencies; growth management and

    regional-scale development patterns by state

    or regional agencies; and neighborhood de-

    sign through rezoning by local municipalities.

    Geographically fexible and versatile

    applications such as I-PLACE3S can support

    each o the above options. In its current en-

    hanced version, this tool can inorm planning,zoning, development review, and transit/

    transportation investments, as well as Health

    Impact Assessment (HIA) in King County.

    Research results rom other urban regions

    can also be incorporated into I-PLACE3S,

    creating a tool that is more broadly applica-

    ble across the United States and Canada.

    Its uture expansion to allow estimation

    o CO2

    generated rom building energy

    operation, in addition to transport, would

    make a household carbon ootprint possible.

    This would require obtaining data on build-

    ing energy use rom the local utilities in

    King County and other urban areas.

    Planners and developers have an un-

    precedented opportunity to shape the land-

    scape as they expand the built environment

    to meet growing population needs over the

    next 25 years (Nelson 2006). Tools such as

    the enhanced version o I-PLACE3S that

    provide quantitative, locally relevant evidence

    about the GHGurban orm relationship

    will help to ensure that new development

    minimizes the carbon ootprint.

    Case Study Consultant

    Urban Design 4Health (UD4H) is a leader

    in the application o research assessing how

    transportation and community design impacts

    environmental and health-related outcomes

    to practice-based decision-making contexts.

    With a demonstrated track record o applying

    evidence to real-world decisions at the neigh-

    borhood, municipal, regional, and national

    levels, UD4H ocuses on inorming policy

    and planning decisions. Using a pracademic

    approach, UD4H provides evidence-based

    advice to its clients on the environmental,

    health, mobility, and social implications o

    contrasting scal and regulatory strategies.

    The Greebrdge

    Hpe vi husg

    deelpmet

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 31

    . . . . . . . . . . . . . . . .

    the ability to model the energy use, water

    use, and carbon ootprint o potential

    development at the building, district, and

    regional scenario levels.

    Building Prototypes. Development o Envision

    Tomorrow began with a tool called the Return

    on Investment (ROI) model that tests the

    physical and nancial easibility o hypothe-tical development projects. The ROI model

    can be used to develop building prototypes

    ranging rom single-amily homes and mixed-

    use buildings to regional retail malls and oce

    buildings. It can also measure housing and

    employment densities, foor-area ratios, im-

    pervious suraces, construction costs, nancial

    easibility, tax revenue, and other key attributes.

    envisin tm: Using py Buildings nd ScniMdling Msu Cbn Fin

    Superstition Vistas, Arizona

    The Tool

    Envision Tomorrow, a suite o urban and

    regional planning tools developed by Frego-

    nese Associates, is used to model land use

    decisions at a range o scales. At the site

    level, this tool can be used to identiy nan-

    cially easible development opportunities

    and pinpoint ways to adjust existing land use

    regulations to encourage new development.At the neighborhood scale, various mixes

    o buildings and other attributes (e.g., streets,

    parkland) can be compiled to evaluate the

    implications o dierent styles o develop-

    ment. These buildings and development

    types can be used to create land use scenarios

    at the district, city, county, and regional scales.

    The Envision Tomorrow tool also includes

    A ew the

    Superstt

    Mutas rm

    part the

    stud area

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    32 p o l i c y f o c u s r e p o r t l i n c o l n i n s t i t u t e o f l a n d P o l i c y

    . . . . . . . . . . . . . . . . . .

    These building types can then be aggregated

    and combined to orm development types

    collections o buildings, streets, parks, and

    civic areas.

    Scenario Builder and Scenarios. The tool also

    includes a Scenario Builderan ArcMap GIS-

    based modeling and evaluation application

    capable o combining dierent development

    types into a uture growth scenario (gure 12).

    Ranging rom the neighborhood to the re-

    gional scale, these scenarios are stories about

    what might be, not orecasts or predictions.

    They are possible utures based on what already

    exists, evident trends, and the values and

    preerences o the participants. The essential

    requirement o any scenario is plausibility,

    within the realm o what exists and what is

    now known or can be reasonably conceived.

    The Project

    The Superstition Vistas project seeks to

    demonstrate opportunities or sustainable

    development in the Phoenix area that could

    be an international model or energy- and

    water-ecient development with a low car-

    bon ootprint. The 275-square-mile site at

    the eastern edge o the Phoenix metropolitan

    area spreads rom the Superstition Moun-

    tains Wilderness Area south to Florence, and

    rom the Pinal County line to the eastern

    edge o Florence Junction (gure 13). This

    figure 12

    Steps r Mdelg Lad Use Scears

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    c o n d o n , c a v e n s & M i l l e r u r b a n p l a n n i n g t o o l s 33

    . . . . . . . . . . . . . . . .

    state trust land is owned and managed by

    the Arizona State Land Department or the

    benet o school children. Proceeds rom

    land sales are set aside and may be expendedonly or educational purposes.

    Anticipating that the project area may

    eventually house more than one million peo-

    ple, the East Valley Partnership (EVP) com-

    missioned a study in 2007 to explore ways to

    maximize long-term urban development sus-

    tainability while generating long-term value

    or education. The EVP, the projects client,

    is a coalition o civic, business, educational,

    and political leaders rom the East Valley o

    the Phoenix metropolitan area. The EVPadvocates in areas such as economic devel-

    opment, education, tra