Building Knowledge for a Changing Climate: collaborative research to understand and adapt to the impacts of climate change on infrastructure, the built environment and utilities

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    Published by Newcastle University NE1 7RU

    Copyright Newcastle University 2007

    ISBN 978-07017-0213-7

    Disclaimer statement

    Whilst every effort has been made to ensure the accuracy

    of the information supplied herein, Newcastle Universitycannot be held responsible for any errors or omissions.

    Unless otherwise indicated, opinions expressed herein are

    those of the authors.

    Copyright statement

    This publication (excluding logos) may be reproduced freeof charge in any format or medium for research, private

    study or for circulation within an organisation. This is

    subject to it being reproduced accurately and not used in

    a misleading context. The material must be acknowledgedas copyright and the publication should be referenced as:

    Walsh, C.L., Hall, J.W., Street, R.B., Blanksby, J., Cassar,

    M., Ekins, P., Glendinning, S., Goodess, C.M., Handley,

    J., Noland, R. and Watson, S.J. Building Knowledge

    for a Changing Climate: collaborative research to

    understand and adapt to the impacts of climate change

    on infrastructure, the built environment and utilities.Newcastle University, March 2007.

    For further information contact:

    Dr Claire Walsh, School of Civil Engineering and

    Geosciences, Newcastle University.email: [email protected].

    all background images copyright christine jeans

    except pages 11, 36, 55, 56, 57, 60, 61

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    1

    Preface

    Climate change is projected to have a signicant impact upon buildings,

    infrastructure and utilities. As it is essential that these systems are designed

    to last for decades, so it is of the utmost importance include climate change in

    their planning, design and operations. In order to plan effectively for the future,

    researchers, regulators, policy-makers and decision-makers need to work togetherto determine future challenges and to develop appropriate adaptation options.

    The Building Knowledge for a Changing Climate (BKCC) programme supported

    by EPSRC and UKCIP involved researchers and stakeholders from the outset in

    dening and undertaking a portfolio of nine projects related to climate change and

    the built environment. The programme had a number of generic objectives:

    to better understand potential impacts and adaptation measures for climate

    change on the built environment, transport and the utilities;

    to inform stakeholders on how to adapt successfully to impacts of climate change;

    and

    to inform the research community on the research challenges in implementingthese adaptation strategies.

    An over-arching Stakeholder Forum has kept the projects focused on solutions-driven research and has advised where BKCC outputs themselves can be applied

    more widely. In order to achieve an effective sharing of knowledge between projects

    and with stakeholders, the programme was coordinated through an IntegratingFramework which included a data-management group to facilitate data acquisition

    and storage.

    This publication reports the BKCC programme and presents results from the portfolio

    of nine projects. It aims to inform a range of stakeholders whether they be policy-

    makers, decision-makers, planners or designers. Further details of the researchresults can be found in the more detailed publications cited in this report.

    The projects have advanced knowledge of the impact of climate change on

    urban drainage, engineered slopes, the electricity supply industry, the aviation

    industry, historic buildings and infrastructure, as well as the urban environment

    more generally. The programme has delivered new insights into how to reduceclimate related risk and increase resilience in the built environment, includingsoft engineering solutions with urban greenspace. Specialised climate and socio-

    economic scenarios have been developed along with risk assessment techniques.

    A summary of each of the projects is given which provides context to the projects,

    states the aim and objectives of the projects, provides an overview of the project

    methodology, highlights the key results of the research and suggests how the resultsrelate to policy and practice.

    Each of the projects has resulted in new insights and important recommendations.

    However, unlike climate science, which generates headline-grabbing results,

    the science and practice of adaptation cannot be summarised simply. It involves

    carefully weighing up options, costs and risks within the context of specic locations

    and systems. Understanding the vulnerabilities of engineering systems and

    proposing modications to make them more robust and resilient involves carefulanalysis and skilled engineering judgement. Those skills are not widespread in

    practice and one of the contributions of the BKCC programme has been to train a

    new cohort of young researchers in methods that can be transferred into practice.

    The BKCC programme has certainly not solved all the problem of adaptinginfrastructure systems and the built environment to climate change. It was not

    able to cover all infrastructure sectors with the BKCC programme. Furthermore,

    our understanding of the challenges presented by climate change is itself rapidly

    evolving. This report therefore concludes by summarising some of the challenges

    and research questions that remain in adapting to a changing climate in the built

    environment.

    This report is one of the outputs of the EPSRC funded project Sustaining Knowledge

    for a Changing Climate (SKCC), which will sustain the researcher and end user

    community assembled in the BKCC programme. SKCC will develop a user-ledplan for future research into the impacts of climate change on the built environment

    and infrastructure and development of adaptation options. To become involved in

    developing that research plan, visit the SKCC web site at http://www.k4cc.org/

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    2

    Introduction

    Climate change is projected to have a signicant impact upon buildings, infrastructure and utilities.

    Decision-makers need a much larger knowledge base in order to plan effectively for the future. To

    achieve this, researchers, regulators, policy makers and decision-makers need to work together

    so that this knowledge can be generated and then utilised to maximum advantage in developingclimate change adaptation strategies.

    Infrastructure for the built environment is typically designed and constructed

    to be operational over a long time period, meaning that knowledge of future

    conditions and integration of that knowledge in building and infrastructure,

    design and operations are essential. The impacts of climate change are likely

    to become increasingly evident and more prevalent in the coming decades.

    Therefore, unless we start building this into current design and practice, theconsequences could be severe. Planners, designers, architects and engineers,

    and those responsible for infrastructure, all need to consider and address these

    climate change risks.

    Key research issues include:

    How can existing buildings and

    urban areas be adapted to cope

    with new climate and weather

    extremes, when they were built

    many decades or even centuries

    ago?

    How should drainage systems in urban

    areas and on transport networks

    be modied to cope with changingpatterns and intensity of rainfall?

    How can cooling systems bedesigned to cope with warmer

    weather, while minimising energy

    use?

    Through a portfolio of nine projects

    EPSRC and UKCIP supported aprogramme of research: Building

    Knowledge for a Changing Climate

    (BKCC), which has advanced

    knowledge of the impacts of

    climate change on urban drainage,

    engineered slopes, the electricitysupply industry, the aviation industry,

    historic buildings and infrastructure

    and the urban environment more

    generally. Specialised climate and

    socio-economic scenarios have

    been developed along with riskassessment techniques.

    Now that BKCC is complete, EPSRC

    have funded a follow-on initiative

    entitled Sustaining Knowledge for a

    Changing Climate (SKCC) with theaim of further disseminating results

    from BKCC and preparing the ground

    for future research. This publication,

    which forms part of the SKCC project,

    reports the results from each of the

    nine BKCC projects and describesthe contribution each project has

    made to improving practice in climate

    impact studies and adaptation

    decision making. Furthermore the

    report outlines research challenges

    that remain in adapting to a changingclimate in the built environment. This

    report is aimed to inform a range of

    stakeholders whether they be policy-

    makers, decision-makers, plannersor designers. Details of the researchsummarised here can be found in the

    papers and reports cited at the end of

    each chapter.

    Contents

    Introduction ......................................................................................... 2

    Building Knowledge for a Changing Climate ....................................... 3

    A changing climate .............................................................................. 4

    The BKCC Integrating Framework and Stakeholder Forum ............... 6

    BETWIXT: high resolution weather scenarios ..................................... 8

    BESEECH: socio-economic scenarios ................................................ 14

    CRANIUM: risk management .............................................................. 22

    AUDACIOUS: urban drainage ............................................................. 36

    ASCCUE: urban planning ................................................................... 44

    BIONICS: slope stability ...................................................................... 54

    EHF: heritage ...................................................................................... 58

    GENESIS: energy ................................................................................ 64

    Impact of climate change on UK Air Transport .................................... 72

    Challenges and research questions for the future ............................... 75

    List of contacts ..................................................................................... 76

    2

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    3

    In 2001 EPSRC and UKCIPrecognised the need for a joint

    initiative to stimulate multi-disciplinary

    research on the impacts of climate

    change on infrastructure, the

    built environment and utilities. Anew collaborative approach was

    developed for bringing together

    researchers and decision-makers.

    During late 2001, two stakeholder

    workshops were held (in London and

    Edinburgh), with the aim of obtainingstakeholder views and identifying

    the main research questions of

    concern from the point of view of

    decision makers. At the same time,

    researchers and stakeholders were

    both invited to submit expressions ofinterest outlining what they believed

    were the main research issues.Coastal and river ood defence were

    excluded from this initiative as they

    were being covered elsewhere byEPSRC and others.

    A further workshop in early 2002

    brought together the research and

    stakeholder communities to develop a

    shared research agenda, from which

    eight main topic areas emerged:urban drainage, urban environments

    and planning, energy and other

    utilities, transport, buildings, heritage,

    risk management and societal issues.With respect to this latter topic, inaddition to inevitable future socio-

    economic change, societal issues

    include the indirect impacts resultingfrom individuals and organisations

    themselves responding to a changing

    climate. At present, our knowledge of

    many of these changes in behaviour

    and attitudes is rather speculative.These issues therefore deserve

    further research so that they can

    be integrated within adaptation

    strategies in each topic area.

    EPSRC initially allocated 2million

    of research funding for the jointinitiative, and this has been used

    to fund consortia-based projects in

    ve of the areas identied above.

    It was also decided to fund further

    development of high-resolutionweather datasets based upon the

    UKCIP02 climate change scenariosas a general service to all projects

    and further work on socio-economic

    scenarios. EPSRC continued to

    welcome proposals for climate-related projects and two further

    projects, on earthworks slope stability

    and air transport, were admitted into

    the BKCC portfolio with funds from

    EPSRCs standard responsive mode

    funding mechanism.

    From the outset, it was considered

    important that the initiative should

    have an integrating framework to link

    together the portfolio of individual

    projects. This would enable cross-sectoral issues to emerge and also

    Figure 1 The Integrating Framework

    provide a basis to share informationon generic topics such as societal

    issues. In addition, it was also

    considered that a stakeholder forum

    was needed to allow decision-makers

    the opportunity to become engagedwithin the overall initiative, as well

    as actively involved with individual

    projects.

    Concurrently, the Department of

    Trade and Industry (DTI) initiated

    research on the many issues relatingto adapting buildings for climate

    change. To develop improved links

    between these projects and those

    funded under the EPSRC/UKCIP

    initiative, the DTI research projectswere incorporated within the

    Integrating Framework (Figure 1).The collaborative approach to

    research involving university

    researchers and stakeholders has

    been so successful that in 2006EPSRC decided to fund a follow-on

    initiative, Sustaining Knowledge for

    a Changing Climate (SKCC), with

    the aim of sustaining the community

    of researchers and practitioners and

    preserving the research capacity thatBKCC had cultivated, with a view to

    addressing the many outstanding

    research challenges that climate

    change still presents to the built

    environment, infrastructure andutilities.

    Building Knowledge for a Changing Climate

    BETWIXT:High resolution

    weather scenarios

    CRANIUM:Risk management

    BESEECH:Socio-economic

    aspects

    Stakeholder

    forum

    Widerworld

    Integrating Framework

    AUDACIOUS:Urban drainage

    GENESIS:Energy

    BIONICS:Slope stability

    SUBR:IMSustainable Urban Brownfield Regeneration

    Integrated Management

    ASCCUE:

    Urban planning

    Engineering

    Historic Futures:Heritage

    Impacts of climate

    change on airtransport

    DTI PiI

    Climate changeprojects

    SKCC

    3

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    4

    A changing cl imate

    The vast majority of scientists agree that the changes in climate

    we are now experiencing portend much more serious changes in

    the future.

    By modifying the natural radiation

    balance of the earth through emission

    of greenhouse gases such as carbon

    dioxide, we have initiated a long-

    term climatic experiment. As a more

    enlightened view emerges, the UKand other countries are beginning to

    develop successful policies to reduce

    these emissions, but nevertheless we

    are already committed to signicant

    climate change. Understanding

    the consequences of the projected

    changes and developing effectivesustainable responses should

    therefore be a major research

    imperative.

    In 2002, UKCIP published its latest

    Climate Change Scenarios for the

    UK (UKCIP02), based upon analysis

    by the Hadley Centre and TyndallCentre. These scenarios provided

    a range of future climate change

    projections that reect dependence

    on the future levels of greenhouse

    gas emissions. The UKCIP02 report

    describes the changes to climate thatwe are experiencing now, such as

    the general pattern of warming and

    increased intensity of winter rainfall,

    and how these may accelerate in the

    future. By the 2050s (2031 - 2060),average annual temperatures are

    likely to have increased by 1-3C,

    together with a likely shift towards

    drier summers and wetter winters

    over much of the country. Other

    climate variables, such as radiation,wind, humidity and evaporation,

    will also be inuenced and undergo

    variations in seasonal changes. Sealevel rise will provide an increasing

    challenge to our coastal areas.

    Inevitably, such changes will have

    major consequences for the built

    environment, transport and utilities,

    as indeed they are now wherechanges are already evident. The

    risk from climate-related events such

    as ooding, drought, wind-storm

    and heat-waves is likely to increase,

    posing important issues for planning,

    design and maintenance. In addition,changes in general weather patterns

    will require proactive strategies to

    ensure and enhance quality of life,either at work or home, or when

    travelling.

    Our knowledge of climate change is

    rapidly evolving. The IPCCs fourth

    assessment report, published in2007, reviews the consensus of

    global scientic opinion on climate

    change, its impacts and potential

    mitigation. In 2008 UKCIP will

    publish its UK 21st Century Climate

    Scenarios or UKCIP08 for short.UKCIP08 will be based on a large

    ensemble of Hadley Centre climatemodel runs, and the nal results will

    also incorporate information from

    single model runs of other IPCC

    climate models. Together these willprovide a statistical distribution (i.e.

    a range of plausible changes with an

    estimated likelihood of occurrence)

    for each emissions scenario. The

    use of ensembles will allow theUKCIP08 output to be described

    in probabilistic terms, which is

    better-suited to risk-based decision-

    making for adaptation. It will present

    opportunities for improved decisionmaking but also will challengedecision makers to think carefully

    about their attitudes to risk. BKCC

    has begun to pave the way for the

    use of probabilistic scenarios in the

    built environment, infrastructure

    and utilities sectors, and the use ofprobabilistic scenarios is a major

    theme within the SKCC programme.

    4

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    5

    Figure 2 Projected future temperature changes under the UKCIP02 Climate Change Scenarios for the thirty-yearperiods centred on the 2020s, 2050s and 2080s. The Low Emissions and High Emissions scenarios are both shown to

    indicate the range of uncertainty. All of the scenarios show a signicant warming which is more pronounced towards the

    south-east.

    Mean temperaturechange C

    4.5

    4.0

    3.5

    3.0

    2.5

    2.01.5

    1.0

    0.5

    Low

    emissions

    Highemissions

    Summer

    2020s 2050s 2080s

    51N

    54N

    57N

    60N

    51N

    54N

    57N

    60N

    9W 6W 3W 0 3E 9W 6W 3W 0 3E 9W 6W 3W 0 3E

    Low

    emissions

    Highemissions

    Winter

    2020s 2050s 2080s

    51N

    54N

    57N

    60N

    51N

    54N

    57N

    60N

    9W 6W 3W 0 3E 9W 6W 3W 0 3E 9W 6W 3W 0 3E

    Figure 3 Projected future changes in precipitation under the UKCIP02 Climate Change Scenarios using the samescheme as for Figure 2. The scenarios suggest a signicant shift towards wetter winters and drier summers in the future.

    This could have serious implications with regard to drought in summer and problems related to ooding in winter.

    51N

    54N

    57N

    60N

    51N

    54N

    57N

    60N

    Low

    emissions

    Highem

    issions

    Precipitationchange (%)

    Changes withinnatural variability

    Winter

    30

    25

    20

    15

    10

    0

    -10

    -15

    -20

    -30

    -40

    -50

    2020s 2050s 2080s

    9W 6W 3W 0 3E 9W 6W 3W 0 3E 9W 6W 3W 0 3E

    51N

    54N

    57N

    60N

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    54N

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    60N

    Low

    emissions

    Highem

    issions

    Summer

    2020s 2050s 2080s

    9W 6W 3W 0 3E 9W 6W 3W 0 3E 9W 6W 3W 0 3E

    Figure 4 Projected future changes in soil moisture content under the UKCIP02 Climate Change Scenarios using the

    same scheme as Figure 2, but for Summer and Autumn. The presence of drier, more compact soils for a much longer

    part of the year will have major consequences for built infrastructure. Other seasons of the year show less dramatic

    changes, with the possibility of more waterlogged ground in winter due to higher moisture content.

    Low

    emissions

    Highemissions

    Percentchange (%)

    Autumn

    2020s 2050s 2080s

    0

    -10

    -20

    -30

    -40

    -50

    -60

    Low

    emissions

    Highemissions

    Summer

    2020s 2050s 2080s

    51N

    54N

    57N

    60N

    51N

    54N

    57N

    60N

    9W 6W 3W 0 3E 9W 6W 3W 0 3E 9W 6W 3W 0 3

    51N

    54N

    57N

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    51N

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    57N

    60N

    9W 6W 3W 0 3E 9W 6W 3W 0 3E 9W 6W 3W 0 3E

    5

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    6

    The BKCC Integrating Framework and Stakeholder Forum

    Each of the BKCC projects involved

    partnerships of researchers anddecision-makers, who together

    shaped the research from the outset.

    The intention was to ensure that the

    research would deliver results thatcould be applied to real-world climate

    adaptation problems. To support thiseffort:

    An over-arching Stakeholder

    Forum was established which

    aimed to keep the projects

    focussed on solutions-driven

    research and provided advice asto opportunities where the BKCC

    outputs could be applied more

    widely;

    Systematic arrangements were

    put in place to ensure high levelsof integration and data sharing

    between the projects at all stages

    so that results could be connected

    and compared. For instance, a

    set of case study locations wereagreed by all projects; and

    Some of the BKCC projects

    (e.g. BETWIXT and BESEECH)

    provided data and methodologies

    that were required by the other

    projects contributing to heightenedintegration. In addition, the projects

    also made use of existing UKCIPtools and techniques.

    The BKCC portfolio of researchprojects introduced several

    innovative ways of working together

    that participants considered

    essential to its effective running

    and that many believe could beapplied to any group of researchprojects working on a common

    theme. These innovations were

    realised through two mechanisms

    an Integrating Framework and

    a Stakeholder Forum. These twomechanisms were introduced to

    enhance the level of integration

    among the portfolio of individual

    projects and the effectiveness of

    stakeholder involvement in the

    projects and portfolio as a whole.They were designed specically to

    encourage the use of common toolsand case studies, and to improve

    understanding of the multidisciplinary

    research challenges raised by the

    need to adapt UK buildings andinfrastructure to a changing climate.

    Additionally, through involvement in

    these mechanisms it was intended

    that there would be an improved

    understanding and dissemination/

    take-up of the ensuing researchresults.

    Aims of the BKCC Integrating

    Framework

    a. To maximise the resources ofthe individual projects through

    collaboration;

    b. To manage the projects as a

    coherent portfolio; and

    c. To ensure the outputs of the

    projects reach the widest possible

    stakeholder community.

    Key functions of the BKCC

    Integrating Framework

    a. IF meetings to address common

    issues (e.g. datasets and

    scenarios, project linkages, socio-

    economic issues);

    b. BKCC intranet and externalwebsite;

    c. Monthly internal e-newsletter;

    d. Individual project steering groups;

    e. Shared progress reports;

    f. Shared case study locations;

    g. Shared datasets and datamanagement forum;

    h. Identifying and acting on linkages

    between projects;

    i. Synthesis of ndings (shortreports, technical guides); and

    j. Conferences and workshops.

    6

    The Integrating Framework (IF)was established by UKCIP and

    EPSRC and was used to encourage

    projects to work together and with

    their respective and the broader

    stakeholder community, and to sharecase study sites. It also included theestablishment of a data management

    group to oversee the intelligent

    access and sharing of data and a

    communications task to facilitate

    the sharing of information between

    projects and development of thewebsite. The aims and key functions

    of the Integrating Framework were:

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    Among the advantages of theIntegration Framework (IF) noted by

    participants were the following:

    Encouraged consistency across

    the project through the use of

    common scenarios, tools, casestudy sites, data, etc.

    Allowed for the sharing of common

    data sets and intelligent access to

    required data sets (portfolio rather

    than project-by-project requests for

    data).

    Introduced communication tools

    (IF meetings, newsletters, project

    reports and intranet) that were

    effective for sharing information

    among the projects researchers

    and stakeholders. Facilitated and enhanced

    interactions with other projects

    and the broader research and

    stakeholder communities.

    Consideration of this mechanism andits operation by both researchers

    and stakeholders led to the following

    recommendations as means of

    strengthening the IF:

    Ensure all research team leadersare aware of requirements of

    involvement in the IF and that

    provisions for participation are

    made within each projects budget.

    With the objective ofcommunicating beyond the

    immediate BKCC team, it was

    suggested that there should be

    an external website as well as

    intranet.

    Consider data requirements whenidentifying stakeholders as they

    often have access to unique and

    valuable data or information.

    Stakeholders, where keen to doso, should be involved in the IF aswell as the Stakeholder Forum.

    The importance of making the BKCCresearch relevant to stakeholders

    was realised early in the process.

    As mentioned earlier, all projects

    involved in this programme of

    research were required to identify andinvolve in their respective steeringgroup stakeholders who would benet

    from the research. It was recognised,

    however, that this involvement could

    result in stakeholders feeling over-

    burdened. To address this concern, aStakeholder Forum was established

    to facilitate efcient stakeholder

    engagement and minimise

    stakeholder fatigue. The objectives

    and key functions of this Forum were:

    BKCC Stakeholder Forum objectives

    a. To better understand the potentialimpacts of climate change on the

    built environment, transport and

    the utilities;

    b. To inform stakeholders on how tosuccessfully adapt to impacts of

    climate change; and

    c. To inform the research community

    on the research challenges in

    implementing these adaptation

    strategies.

    BKCC Stakeholder Forum key

    functions

    a. Advise on whether BKCC portfolio

    is delivering stakeholder-focused,

    solutions-driven research;

    b. Advise where information from one

    project might be of interest more

    widely; and

    c. Identify dissemination opportunities

    for BKCC research and promotesuch dissemination through

    members own networks.

    Advantages particularly noted byparticipants were primarily related

    to its effectiveness as a mechanism

    for engaging stakeholders that was

    essential for:

    Providing data and site access;

    Connecting to decision-makers

    who potentially would be

    implementing the research

    ndings;

    Facilitating the provision of vital

    input into design of the project andmethodology;

    Ensuring that outputs were

    provided in a useful format; and

    Demonstrating that the projects

    were addressing real-worldproblems, which is sometimes a

    funding criterion.

    The Stakeholder Forum also

    provided an effective mechanism for

    stakeholder involvement which initself encouraged new stakeholders

    to get involved. In addition,

    the Stakeholder Forum allowed

    researchers to see the outputs

    from their research being used and

    encouraged them to follow thisthrough.

    Recommendations suggested forstrengthening the Stakeholder Forum

    in terms of better achieving its aims:

    Involve stakeholders with a widerange of expertise.

    Ensure that stakeholders

    involved are in a position to make

    decisions and have a practitioner

    constituency to which they can

    refer.

    Stakeholders need to show

    ownership of outputs and help

    communicate these to the broaderpotential users communities.

    Ensure stakeholder and researcher

    timetables are linked.

    Recognition that stakeholder time,

    for the most part, is provided in-

    kind.

    EPSRC and UKCIP believe that theintroduction of these two integrating

    mechanisms has signicantly

    contributed to the success of BKCC.

    The resulting positive experience

    and the lessons learned throughdelivering BKCC are now seen as

    providing a model to be applied

    for other initiatives. This has been

    a learning process that is worth

    continuing and rening.

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    The requirement to develop high-

    resolution climate change scenariostailored to the needs of the BKCC

    programme was identied through

    discussions with EPSRC, UK Climate

    Impacts Programme, academic

    partners, stakeholders and project

    partners: University of East Anglia,

    Newcastle University and the HadleyCentre.

    The primary objective of BETWIXT

    was to act as a service to the otherprojects in the BKCC programme

    and to develop best practice in

    the application of climate change

    scenarios. This has, however, led to

    considerable advances in weather

    generator development at both

    UEA and Newcastle University.BETWIXT has also addressed issues

    of scenario uncertainty (e.g. by

    analysing the reliability of regional

    model simulations of wind speed) and

    the Hadley Centre has provided newinformation on potential changes in

    the urban heat island.

    The starting point for climate

    scenario construction in the BKCC

    programme is the four generic IPCCSRES emissions scenarios and

    the UKCIP02 scenarios (Hulme et

    al., 2002) which are currently themost recent, detailed and reliable

    scenarios for the UK. These

    simulations, however, had a numberof disadvantages with respect to the

    BKCC initiative:

    Limited availability of daily time-

    series data for all scenario periods,and no sub-daily time-series data;

    The spatial resolution of 50 km

    x 50 km is coarser than required

    for some applications and some

    degree of averaging occurs in the

    model parameterisation so thatfurther downscaling, to obtain point

    rainfall, for example, is required;

    Limited information in terms of

    meeting the needs of some users

    for information on extremes;

    Although four emission scenarios

    are considered and the scenarios

    are based on the average of three

    runs of the Hadley Centre climate

    model, this still means that the full

    range of uncertainty cannot bequantied;

    Urbanized portions of the land

    surface are neglected, thus

    ignoring potential changes in the

    urban heat island effect and theimpacts of additional heat sources

    in cities.

    Aims and objectives

    To provide high spatial/temporal

    resolution state-of-art climate

    scenarios for selected case-studylocations as a common service

    to projects funded under the

    EPSRC/UKCIP climate impactsprogramme;

    To provide continuing supportand advice to the users of these

    scenarios.

    Buil t EnvironmenT: Weather scenarios for investigation of Impacts and eXTremes

    (BETWIXT)

    Project leader: Dr Clare Goodess, Climatic Research Unit, University of East Anglia

    Project research partners:Climatic Research Unit, University of East Anglia; School of Civil Engineering and

    Geosciences, Newcastle University; Hadley Centre; Met Ofce; Environment Agency.

    Project stakeholder partners:Other BKCC projects: ASCCUE, AUDACIOUS, BIONICS, CRANIUM, EHF, GENESIS

    Project website:www.cru.uea.ac.uk/cru/projects/betwixt

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    BETWIXT outputs

    BETWIXT successfully developed

    high-resolution climate-change

    scenarios for key UK locations.

    These scenarios are based on,

    and consistent with, the UKCIP02scenarios, but have been developed

    for shorter time periods and point

    locations, to meet the particular

    needs of the built environment,

    including information about changesin weather extremes.

    Two types of model were developed

    to construct these scenarios:

    RainClimsoftware package:

    generates rainfall time series for the

    present day and future time periodsup to 2100 for 18 sites in the UK, with

    time resolutions of 5 minutes and 1

    hour. RainClim was made available

    for download by BKCC users.The Climatic Research Unit (CRU)weather generator:constructs self-

    consistent daily time series for the

    present day and future time periods

    for eight variables (maximum and

    minimum temperature, precipitation,

    sunshine, vapour pressure, relativehumidity, wind speed and potential

    evapotranspiration) and at ten BKCC

    case-study locations.

    The basis of RainClim and the

    CRU weather generator have been

    further developed in an EnvironmentAgency (EA) funded development of

    a software tool: EARWIG, EA Rainfall

    and Weather Impacts Generator.

    The choice of variables, extreme

    events, temporal and spatial scalesand geographical locations used in

    BETWIXT was strongly guided by the

    user community, through an iterative

    and two-way process. BETWIXT has

    had a major impact in feeding data,together with advice and guidance on

    usage into the other BKCC projects.

    Examples include: High time resolution extreme

    rainfall for the AUDACIOUS project

    for urban drainage models;

    Joint precipitation and temperature

    series for the CRANIUM project

    case-study on snow melt and

    hydropower in Scotland;

    Future climate rainfall series forthe BIONICS project, studying

    wetting and drying impacts on

    embankments;

    Daily weather generator outputfor the use in ASCCUES spatial

    mapping and risk assessmentwork for Greater Manchester;

    Hourly and daily weather generatoroutput to allow projections of future

    energy demand patterns in the

    GENESIS project;

    Hourly and daily weather

    generator output for Coltishall

    and Abbotsinch for use in theEngineering Historic Futures

    case-studies at Blickling Hall and

    Brodick Castle.

    Advances in RainClim

    The RainClim software package

    was developed by NewcastleUniversity building on previous

    work on the Neyman-Scott

    Rectangular Pulses (NSRP) point-

    process rainfall model applied in

    hydrological modelling. RainClimconsolidates a number of key

    advances in the area of rainfall

    modelling including:

    Fitting models to current and

    projected future rainfall statistics

    using an approach of applyingfactors derived from regional

    climate model (RCM) output;

    Fitting using third-order moments

    to obtain better representation of

    extremes (Kilsby et al., 2004);

    Disaggregation of 1-hour seriesto 5-minute using a second

    stochastic process model, crucial

    for urban drainage modelling.

    A major advance was made in thelinkage of the NSRP rainfall model

    with the CRU weather generator:

    previous work in this area has

    used simpler rainfall models (e.g.

    Markov chain) which tend to have

    inferior performance and morelimited ability for modication for

    future climates, particularly at

    the sub-daily level. Consistent

    linkage of the two models provides

    consistent weather variable series

    and facilitates more compleximpacts modelling such as snow

    melt estimation. An hourly version

    of the weather generator, linked to

    RainClim, has also been produced.

    Advances in the CRU weather

    generator

    The CRU daily weather generator

    was initially developed by Jonesand Salmon (1995) and has been

    extensively modied and further

    developed in the BETWIXT project.

    Precipitation is the fundamental,primary variable in the weather

    generator, from which all theother variables are derived using

    regression relationships or

    subsequent direct calculation. A

    rst-order Markov chain model

    (Richardson, 1981) is used. A

    major advance in BETWIXT is theuse of a continuous distribution for

    precipitation, making this an innite

    state model which is considered

    superior to the more usual two-

    state model. Once precipitation has

    been generated, the secondaryvariables (minimum and maximum

    temperature, vapour pressure,

    wind speed and sunshine duration)

    are generated. Finally, relative

    humidity and reference potentialevapotranspiration (PET) are

    calculated from the generated

    variables.

    EARWIG

    EARWIG (Kilsby et al., 2007)

    generates consistent daily series ofrainfall and other weather variables

    for 5km grid squares and rivercatchments across the UK for the

    same climate scenarios as the

    BETWIXT models. EARWIG was

    developed for strategic projects

    under the key Environment

    Agency science theme of ClimateChange, including implementation

    of the Water Framework Directive,

    impact assessments for hydrology,

    pollution, water resources and

    ooding. EARWIG has been taken

    up enthusiastically by consultants,academics and EA projects in the

    rst few months of its availability. A

    version incorporating further model

    outputs (from the EU PRUDENCE

    project outputs) is now available,and is the rst stage of planned

    developments towards a fully

    probabilistic system. This will be

    carried out in the context of the

    UKCIP2008 which will allow for the

    generation of on-demand, specicweather series for given locations,

    emissions scenarios and quantiles

    of probability using probabilistic

    modelled outputs.

    Screenshot of the RainClim userinterface.

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    Figure 5 Mean annual precipitation and percentage of wet hours projected for

    January and July for Paisley near Glasgow for the 2080s under the medium-

    high emissions scenario. Observed values (blue crosses) are the observed

    mean. The simulated values (red for the 1961-1990 control period and black for

    the scenario periods) are the mean of 50 30-year weather generator runs (red/

    black dots). The red/black lines and bars show the variability of the 50 series(plotted as plus/minus two standard deviations around the mean).

    0

    1

    2

    3

    4

    mm

    Paisley (2080s) Medium High Emissions Scenario

    0

    0.1

    0.2

    0.3

    %

    Precip percent wet hours January

    0

    1

    2

    3

    4

    mm

    Precipitation July

    Precipitation January

    0

    0.1

    0.2

    0.3

    %

    Precip percent wet hours July

    00 02 04 06 08 10 12 14 16 18 20 22

    00 hours

    00 02 04 06 08 10 12 14 16 18 20 22

    00 hours

    00 02 04 06 08 10 12 14 16 18 20 22

    00 hours

    00 02 04 06 08 10 12 14 16 18 20 22

    00 hours

    In addition to this scenario

    construction work, the Hadley Centre

    for Climate Change Research has,for the rst time, implemented a

    parameterisation of urban land

    surfaces and anthropogenic

    heat sources in the land-surface

    scheme of the Hadley Centre

    Atmospheric General CirculationModel HadAM3. Seven simulations

    were performed to evaluate the

    sensitivity to current/doubled carbon

    dioxide concentrations, no/current

    urban areas and current/tripledanthropogenic heat sources.

    In these simulations, landscape

    effects cause urban areas simulated

    to be warmer and less humid than

    surrounding non-urban areas as a

    result of landscape effects, both atpresent-day and doubled carbon

    dioxide levels. Estimated present-day anthropogenic heat sources

    slightly further increase the strength

    of the urban heat island and dry

    island. Tripling of the heat sourcecauses additional urban warming

    and drying, with large changes in

    the variance and skew of the heat

    island distribution. This suggests that

    the present-day heat island is not agood indication of a future heat island

    under modied forcings, so heat

    islands cannot be properly accounted

    for by simply adding present-day

    heat island patterns to gridbox-meanprojections of climate warming.

    Case study

    For the AUDACIOUS project, high

    time resolution extreme rainfall was

    needed for urban drainage models.Figure 5 shows mean annual

    precipitation and percentage of wet

    hours projected for January and

    July for Paisley near Glasgow for

    the 2080s under the medium-high

    emissions scenario, while Figure

    6 shows wet hour persistence andfrequency of wet hour amounts.

    Impact of research

    Major research impacts of BETWIXT

    outputs are evident both within the

    BKCC portfolio and more widely inthe UK and European climate impacts

    modelling community. Exciting new

    developments in ensemble climate

    modelling at the Hadley Centre and

    in Europe (ENSEMBLES project)

    have moved towards a Bayesian

    framework where probability densityfunctions (pdfs) are generated rather

    than explicit time series of weather

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    Figure 6 Wet hour persistence and frequency of wet hour amounts for

    January and July for Paisley near Glasgow for the 2080s under the medium-

    high emissions scenario.

    60

    40

    20

    0

    frequency

    Paisley (2080s) Medium high

    Wet hour persistence

    January

    Wet hour persistence

    July

    Frequency of wet hour amounts

    January

    Frequency of wet hour amounts

    July

    Consecutive hours of preciptation

    30

    20

    10

    0

    frequency

    120

    80

    40

    0

    frequency

    80

    60

    40

    20

    0

    frequ

    ency

    Class (preciptation mm)

    Class (preciptation mm)

    0.1-0.5 0.5-1.0 1-2 2-5 5-10 10-25 25-50 50-100

    0.1-0.5 0.5-1.0 1-2 2-5 5-10 10-25 25-50 50-100

    1 6 11 16 21 26 31 36 41 46

    Consecutive hours of preciptation

    1 6 11 16 21 26 31 36 41 46

    observed values

    simulated values for the control period

    simulated values for the 2080s

    variables for all possible scenarios.

    The successful demonstration of

    the stochastic weather generatorapproach in BETWIXT has led

    to the realisation that a major

    role in downscaling and scenariodevelopment can be played by

    models such as RainClim and the

    CRU weather generator in providing

    time series for specic scenarios

    or quantiles of pdfs derived from

    ensemble climate projections.Subsequently, the latter model has

    been used to construct probabilistic

    scenarios of extremes as part of the

    CRANIUM project.

    Time-series output and summaryoutput from the CRU daily and hourly

    weather generators can be freely

    downloaded from the BETWIXT

    project website, together with brieng

    notes describing the models andtheir performance. Outside the

    BKCC programme outputs have,

    for example, been used by Atkins

    consultants to examine the risks ofclimate change to Londons transport

    systems for the London Climate

    Change Partnership, particularly in

    relation to ooding and hot weather

    infrastructure problems. They have

    also been used by the London Schoolof Hygiene and Tropical Medicine to

    study health impacts in London and

    the South East, and by the Institute

    of Water and Environment, CraneldUniversity to explore uncertainties in

    simulating groundwater recharge inEast Anglia.

    The urban heat island simulations

    are described in two brieng notes.

    These results suggest that state-of-the-art climate change projections,

    such as those produced using the

    BETWIXT weather generators,

    may contain systematic biases inestimates of temperature and relative

    humidity in urban areas, as a result of

    urban effects being neglected. Future

    climate model simulations intended

    for use in assessments of potential

    climate change impacts in the builtenvironment should include changes

    in urban area and anthropogenic

    heat sources. The BETWIXT work

    has helped to set the stage so thatfuture research efforts will be able to

    address this important issue.

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    Stakeholder view:

    Roger Street, UKCIP

    Increased interest in addressing the

    implications of a changing climate

    both in terms of its scope and nature

    of that interest has increased thedemand for information that can

    support decision-making. Thisincreased demand is particularly

    reected in the needs of the built

    environment community as becameapparent within BKCC. BKCC

    researchers and stakeholders

    expressed the need for greater

    temporal and spatial detailed

    climate scenarios, as well as higher

    resolution simulations that wouldallow them to explore changes in the

    urban heat island.

    Within BKCC, BETWIXT did not

    have direct involvement with the

    stakeholder community, however,

    they did and are expected to benetfrom BETWIXT results both directly

    and as a result of benets realised bythe other BKCC projects. The latter

    benet may be more visible in that

    other projects needs for sub-daily andhigher resolution information were

    delivered through BETWIXT allowing

    those other projects to achieve their

    results. The benets directly to the

    stakeholders will result from access to

    the BETWIXT outputs which is seenby many stakeholders as presenting

    the climate change information at

    scales that are meaningful to their

    decisions, thereby helping them

    bridge the gap between theory andpractice. The focus on extremeevents is seen as particularly helpful,

    particularly considering that many

    stakeholders believe that the primary

    vulnerabilities in the built environment

    during the next 10-25 years will berealised through extreme events.

    Considering the importance and

    vulnerability of urban environmentsto climate extremes and change,

    BETWIXTs contribution to

    demonstrating the importance of

    landscape effects and local heatsources for simulated climatechange in urban areas sets the

    stage for further work in this area.

    The importance of having available

    information on the urban heat island

    has been highlighted by stakeholders

    in a number of the major citiesthroughout the UK following the

    observed impacts during recent

    summers. The fact that EPSRC

    has funded further research on the

    urban heat island further highlights

    the importance of this work and the

    contribution of BETWIXT.

    The development of RainClim and

    CRU daily and hourly weather

    generators ensured the availability of

    high spatial and temporal resolutiontemperature and rainfall scenarios in

    support of the other BKCC projects.

    With these high resolution scenarios,

    many of these other BKCC projects

    were able to undertake analyses and

    provide results to stakeholders thatwere deemed to be more meaningful.

    This work will continue to benet

    stakeholders and not just those withconcerns for the built environment.

    The lessons learned throughdevelopment of these new tools will

    be used in the development of the

    weather generating tool that will be

    available through the UKCIP08 users

    interface.

    As a supportive project more orless behind the scenes within the

    BKCC suite of projects, the benets

    accrued through BETWIXT may not

    be as apparent to all stakeholders,

    but as one can see through theresults reported, the benets wereomnipresent. There is at least one

    further benet from BETWIXT that

    will hopefully be a further legacy

    effecting the future development

    of climate scenarios. BETWIXTdemonstrated the value of ongoing

    dialogue between developers and

    users of climate scenario information.

    It showed how such dialogue can

    help bridge the gaps between the

    two communities towards ensuringscientically appropriate tailoring of

    climate change information to supportpractical applications.

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    References

    Hulme,M., Jenkins,G.J., Lu,X.,

    Turnpenny,J.R., Mitchell,T.D., Jones,R.

    G., Lowe,J., Murphy,J.M.,Hassell,D.,Boorman,P., McDonald,R. and Hill,S.

    (2002). Climate Change Scenarios for

    the United Kingdom: The UKCIP02Scientic Report. Tyndall Centre for

    Climate Change Research, School of

    Environmental Sciences, University ofEast Anglia, Norwich, UK. 120pp

    Jones, P.D. and Salmon, M. (1995)

    Development and Integration of a

    Stochastic Weather Generator into

    a Crop Growth Model for EuropeanAgriculture, MARS Project. Final

    Report to Institute of Remote Sensing

    Applications, Agricultural Information

    Systems (ISPRA). Contract No. 5631-

    93-12, ED ISP GB.Kilsby, C.G., Jones, P.D., Harpham, C.,

    Burton, A., Ford, A.C., Fowler, H.J.,

    Smith, A., Wilby, R.L (2007). A daily

    weather generator for use in climate

    change studies. Environmental

    Modelling and Software, in press.

    Kilsby C.G., Moaven-Hashemi, A.,

    OConnell, P.E. (2004). Simulation of

    rainfall extremes: tting to observed

    annual maxima. First International

    Conference on Flood Risk. Institute

    of Mathematics and its Applications,

    University of Bath, UK, 7-8 September,2004.

    Richardson, C.W. (1981). Stochastic

    simulation of daily precipitation,

    temperature, and solar radiation.Water Resources Research17, 182-

    190.

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    Building Economic and Social information for Examining the Effects of Climate

    cHange (BESEECH).

    Project leader:Professor Paul Ekins, Policy Studies Institute

    Project research partners:Policy Studies Institute

    Project stakeholder partners:Other BKCC projects: ASCCUE, AUDACIOUS, EHF and GENESIS

    Project website:www.psi.org.uk/reserach/project.asp?_id=103

    In order to assess the impacts

    of climate change, both climate

    scenarios, describing conditions or

    changes in climatic parameters, andnon-climatic scenarios, providing

    the wider socio-economic context in

    which the climatic changes would be

    taking place are required.

    During the early stages of the

    BKCC programme, a need wasidentied for consistent socio-

    economic information, additional to

    that provided in the UKCIP Socio-

    Economic Scenarios (UKCIP, 2001),

    which could be used by the individualBKCC projects. In particular, there

    was a need for the scenarios to

    provide insights regarding the

    capacity of systems in the building

    sector to adapt to climate change

    i.e. their adaptive capacity. Fourprojects were identied where

    this was particularly relevant: the

    urban environment (ASCCUE),

    urban drainage (AUDACIOUS),

    built heritage (Engineering Historic

    Futures) and electricity supply andgeneration (GENESIS).

    It was recognised that there was

    a need both for further qualitative

    development of the scenario

    storylines, and for the provisionof more detailed quantitative

    projections. Furthermore, there wasa need to develop project-specic

    scenarios, focussing on the attributes

    of case-study areas of individual

    projects, in addition to genericscenario development that would be

    relevant to all BKCC projects.

    Aims and objectives

    The overall aims of the BESEECH

    project were to further theunderstanding of adaptive

    capacity, its determinants and its

    consequences; to provide a service

    to the BKCC portfolio of projects

    by supplying consistent, unifying

    assumptions and scenarios; and toassist in the integration and synthesis

    of the socio-economic aspects of the

    portfolio.

    These aims are reected in the three

    specic objectives that were set forthe project, which are:

    to develop novel means of

    assessing the capacity and

    willingness of individuals and

    organisations in the building sector

    to adapt to climate change;

    to expand and further interpret,both quantitatively and

    qualitatively, the four socio-

    economic scenarios developed

    under the UK Climate ImpactsProgramme (UKCIP);

    to synthesise the socio-economic

    elements of the BKCC programme.

    Background

    The UKCIP socio-economic scenariosfor the UK (UKCIP, 2001) provided

    the starting point for the BESEECH

    project. In the development of these

    scenarios, the two dimensions of

    governance and valueswere takenas fundamental and independent

    determinants of future change; withchanges in all other variables being

    seen primarily as a function of the

    particular relationship between the

    dominant socio-political values andthe organisational interests and

    congurations. This gave rise to four

    scenarios: World Markets, Global

    Sustainability, Local Stewardship and

    National Enterprise (Figure 7).

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    None of these scenarios should be

    viewed as predictions or forecasts

    of future outcomes. Rather, eachscenario should be viewed as a

    coherent, internally consistent, and

    plausible description of a possible

    future state of the world (Carter and

    La Rovere, 2001:147), which can

    be used as a tool to illuminate thechoices of the present in the light

    of possible futures (Godet and

    Roubelat, 1996:164). As such, they

    are useful tools for assessing future

    Characteristics of UKCIP

    socio-economic scenarios

    The National Enterprisescenario

    sees people aspiring to personal

    independence and material wealth

    within a nationally-based culturalidentity. Liberalised markets

    together with a commitment to buildcapabilities and resources to secure

    a high degree of national self-reliance

    and security are believed to best

    deliver these goals. Political andcultural institutions are strengthened

    to buttress national autonomy.

    In the Local Stewardshipscenario,

    people aspire to sustainable levels

    of welfare in federal and networkedcommunities. Markets are subject

    to social regulation to ensure more

    equally distributed opportunities and

    a high quality local environment.Active public policy aims to promote

    economic activities that are small-scale and regional in scope, and acts

    to constrain large-scale markets and

    technologies. Local communities are

    strengthened to ensure participative

    and transparent governance.

    In the World Marketsscenario, people

    aspire to personal independence,

    material wealth and mobility to the

    exclusion of wider social goals.

    Integrated global markets are seen

    as the best way to deliver this.Internationally coordinated policy sets

    framework conditions for the efcient

    functioning of markets. Wherever

    possible, the provision of goods

    and services is privatised, under the

    principle of minimal government.Rights of individuals to personal

    freedoms are enshrined in law.

    Under the Global Sustainability

    scenario, people aspire to high

    levels of welfare within communitieswith shared values, more equally

    distributed opportunities and a sound

    environment. These objectives are

    thought to be best achieved through

    active public policy and international

    cooperation within the EU and at theglobal level. Social objectives are met

    through public provision, increasingly

    at an international level. Markets are

    regulated to encourage competition

    amongst national players. Personal

    and social behaviour is shaped bycommonly-held beliefs and customs.

    Figure 7 UKCIP Socio-Economic Scenarios

    developments in complex systems

    that are characterised by high

    scientic uncertainty and insufcientunderstanding, making them

    inherently unpredictable. In particular,

    they provide a useful tool for

    scrutinising underlying assumptions

    and for identifying potential future

    threats and opportunities, andthey facilitate the development of

    strategies that are robust under a

    variety of circumstances.

    interdependence

    autonomy

    consumerism values community

    world

    markets

    national

    enterprise

    global

    sustainability

    local

    stewardship

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    interdependence (high grid)

    autonomy (low grid)

    consumerism

    (low group)

    values community

    (high group)

    world

    markets

    (fatalists)

    national

    enterprise

    (individualists)

    global

    sustainability

    (hierarchists)

    local

    stewardship

    (egalitarians)

    high grid

    low grid

    low group

    (strength of group boundary,

    difficulty of entry)

    high group

    fatalism

    individualism

    hierarchy

    autonomy

    egalitarianism

    Figure 9 Combined socio-economic scenarios and cultural types

    Figure 8 Cultural types

    Scenario development

    The qualitative and quantitative

    development of the scenarios is

    described in detail in Dahlstrm

    and Salmons (2005). The following

    provides a brief synopsis.

    Qualitative development

    In developing a qualitative frameworkfor the scenarios, two theoretical

    concepts were combined: adaptivecapacityand grid-group cultural

    theory.

    Adaptive capacity is the ability of a

    system to adapt to the effects and

    impacts of climate change, and takeadvantage of new opportunities

    associated with such change.

    Together with exposure, adaptive

    capacity is a key determinant of

    the vulnerability of a system. The

    characteristics of societies thatinuence their ability to adapt are

    called the determinants of adaptive

    capacityand are generally thought

    to involve the economic, social,

    demographic, technological andinstitutional conditions which in

    various ways facilitate or hinder

    the implementation of adaptive

    measures.

    Following a literature review on

    the factors that inuence adaptivecapacities and workshops with

    individual BKCC projects to assesstheir socio-economic needs, six

    broad categories of adaptive capacity

    determinants were identied as

    an appropriate framework aroundwhich to structure and elaborate the

    scenarios. These were: governance,

    technology, human capital, equity,

    critical institutions and economic

    resources and structure.

    Grid-group cultural theory is

    a framework that individualsinvolvement in social life can be

    captured by two dimensions of

    sociality: the degree of social

    regulation or prescription (grid) and

    the degree of social integration

    (group). Increasing the griddimension means increasing limits

    on individuals options or moving

    from a more unstructured to a

    more structured state. The group

    dimension describes the degree

    of collectiveness or individualismand the difculty of entry into a

    certain group: increasing the group

    dimension means increasing the

    strength of the group boundaries.

    Using these two dimensions, vedistinct ways of life/cultural types can

    be dened: hierarchists, individualists,egalitarians, fatalists and autonomists

    (Figure 8).

    Combining the cultural types with the

    socio-economic scenarios helpedby not only providing a general

    elaboration of the scenarios, but

    the insights from cultural theory

    more specically aided in assessing

    the dominant approaches to

    environmental risk management inthe different scenarios; in speculating

    on the different types of problems

    and possible surprises to which the

    different scenarios make themselves

    vulnerable; in ensuring that a balance

    between negative and positiveattributes is considered in all the

    scenarios; as well as helping to draw

    out the social characteristics of the

    scenarios (Figure 9).

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    Quantitative development

    There was broad agreement within

    the BKCC portfolio that a more

    rigorous approach to the estimation

    of quantitative indicators for the

    scenarios would be benecial,with greater clarity regarding the

    underlying assumptions. This was

    reected in the approach thatwas used in BESEECH for the

    construction of various quantitative

    projections. In order to ensurethe internal consistency of the

    projections, they were generated

    using an integrated suite of

    spreadsheet modules, driven by a

    small number of scenario-specic

    parameters which could be directlyrelated to the respective storylines.

    Projections were produced for each

    of the four scenarios out to 2061

    for three core indicators:

    Population: broken down byregion (NUTS1) / sex / age-

    band;

    Gross Value Added (GVA):

    broken down by region (NUTS1)

    / sector;

    Households: broken down by

    region (NUTS1) and by household

    type.

    In addition to the projections

    for these three core indicators,

    it was felt that the inclusion ofsome other quantitative indicators

    relating to the determinants of

    adaptive capacity would help

    clarify the storylines. However,

    these indicators were not modelledwith the same level of rigour.

    Rather they were guesstimated

    for the different scenarios using

    available time series data for the

    UK, international comparisons and

    future projections where thesewere available. Consequently they

    should be treated as illustrative,serving merely to enrich the

    narrative storylines.

    BESEECH scenarios

    Brief synopses of the scenarios

    along the six determinants of

    adaptive capacity are given below.

    Comprehensive storylines can be

    found in Dahlstrm and Salmons(2005).

    National enterprise

    Governance

    Nature is seen as benign. Whilethere may be short-term problems,

    the dominant view is that the global

    equilibrium will be restored in the

    long-term. Commitment to climate

    change and adaptation optionsis lukewarm and management

    adopts a laissez-faire attitude

    to environmental issues. The

    credibility of decision-makers is

    medium-low. This individualistic

    society is vulnerable to climatechange risks through a general

    lack of cooperation.

    Technology

    The rate of innovation is rather lowdue to low R&D investment and

    limited international competition,

    resulting in a reliance on traditional

    technology for environmental

    protection.

    Human capital

    The quality of state education

    declines, and private education

    increases for those who canafford it. There is little concern for

    environmental or social justice

    issues, including climate change

    causes and effects. However,

    there is some general knowledge

    and awareness of climate changeissues and adaptation options.

    Equity

    Income and other inequalities

    grow somewhat, as does social

    exclusion. There is little concern

    about social equity, and state

    provision of education andhealthcare declines. Access to

    nancial, information, health and

    other resources becomes uneven.

    Critical institutions

    Planning is seen as an important

    state activity, carried out by

    bureaucrats, to redress market

    failures and support or suppress

    development. There is some reformin the planning system, although

    the structure of development plans

    and development controls remains.

    While insurance is widely available,

    high premiums in vulnerable areas

    mean that uptake becomes more

    scattered and uneven.

    Economic resources and structure

    Growth is a political priority in this

    scenario, but falls below the long-run UK average due to protectionist

    policies at the national and regional

    levels. In general, there is little

    state intervention in the economy,

    except in relation to key industrieswhich are supported against

    foreign competition. There are

    considerable regional variations

    in economic development, with

    London and SE experiencing thehighest growth rates.

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    Local stewardship

    Governance

    Ecosystems are seen to be very

    fragile and nature must be treatedwith care as small events can trigger

    collapse. Commitment to climate

    change and adaptation policies is

    high, with decision-makers focusing

    on the risks of technology and

    risks to the environment. There is arange of planned and autonomous

    adaptations. However, there is

    relatively little new research, and

    no major structural responses. The

    credibility of decision-makers ismedium-high, with trust increasing at

    more local levels of government. As

    this society is characterised by little

    acceptance of authority, it becomes

    vulnerable to deadlock over important

    issues.

    Technology

    Rates of investment and innovation

    in manufacturing are generally

    low, although there is a concertedchannelling of efforts towards

    environmental technologies, usable

    at small scales, with a stress on

    eco-efciency, quality and durability

    in consumer goods. There is a

    decline in the quality of large-scaleengineering works, and there are

    few technology spill-over effects or

    benets from shared development

    expenditure.Human capital

    The education and healthcare

    systems are largely publicly funded

    and there is an emphasis on

    environmental and social justiceissues. Knowledge about the causes

    and impacts of climate change

    are well-known, and there is a

    good general understanding of the

    behavioural adaptation options.

    Prevailing attitudes to climate changerisks are that they require common

    efforts and altruism in order to beprevented or modied.

    Equity

    Income and other disparities decline,

    as does social exclusion, and there

    is a very strong emphasis on equity,

    social inclusion, and participatory

    democracy. Access to insurance andforms of risk-sharing is fairly even.

    Critical institutions

    The planning system is scaled

    down at the national level, with

    fewer resources (or public support)

    available for large-scale projects or

    enforcement. Central government

    issues policy guidance whichis interpreted at the regional

    level, although nationally there is

    consensus on key issues. The role

    of insurance narrows as a range of

    alternative risk-sharing arrangementsare developed. There are fairly high

    levels of welfare provision, and

    signicantly higher levels of informal

    social security.

    Economic resources and structure

    Economic growth is not an

    absolute political priority, and it

    is slow relative to the long-term

    average. International trade plays

    a relatively less important role ineconomic growth, which more evenly

    spread across the regions than

    today. Smaller-scale production of

    goods and services is encouraged,

    with SMEs in the manufacturingsector, cooperatives, and locally-

    based nancial and other services

    prospering.

    World markets

    Governance

    Nature is seen as acting randomly;

    there is no point in specic riskprevention strategies. There is

    minimal government intervention,

    and the state relies on autonomous

    adaptations, of which there are

    plenty, particularly in terms of market-

    driven innovation. The credibilityof decision-makers is low, although

    the electorate is largely politically

    inactive. There is unwillingness

    to plan ahead, making society

    vulnerable to different types of climatechange risks.

    Technology

    Although public R&D investment

    is proportionately low, the rate ofinnovation is high and driven by

    market priorities. Innovation is

    promoted by high investments in

    Research Training and Development,

    and private-public partnerships. There

    is rapid innovation in technologies forthe built environment.

    Human capital

    The provision and quality of state-

    funded education declines, andaccess to a good education becomes

    very uneven as those who can afford

    private education choose that route.

    The education system emphasises

    skills needed in a highly market-

    driven economy. There is verylittle appreciation of climate change

    causes and impacts, and with regard

    to climate change risks, outcomes

    are seen to be largely a function of

    chance.

    Equity

    Income and other inequalities

    increase substantially. Levels of

    social exclusion are high, but concernabout issues of social equity or

    inclusion remains at low levels.

    Wealthy sections of the population

    can afford to protect themselves, butincreasingly, the less well off sections

    bear the losses of climate changeimpacts.

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    Critical institutions

    The scope of planning in this scenario

    is narrowed towards supporting

    economic development and urban

    design, and the system is not used tocounteract wider social and economic

    trends. State activity is minimised,with several functions privatised

    and placed in the hands of technical

    experts, and public participation isgreatly reduced. Insurance is widely

    available, except in very vulnerable

    areas, for those who can afford to.

    The welfare system is increasingly

    privatised and tied to labour-market

    contributions.

    Economic resources and structure

    Economic growth is a political priority

    and GDP growth is rapid by historical

    standards. Globalisation proceedsrapidly as national and international

    markets are liberalised. The

    dismantling of trade barriers and the

    retreat of the state leaves a greater

    role for the private sector. Structuralchange in the economy is rapid,

    with the service sector dominating

    economic activity.

    Global responsibility

    Governance

    Nature is seen to be robust within

    certain limits, which must not beexceeded. While commitment to

    climate change and adaptation

    policies is reasonably high,

    governments are more concerned

    with the risks of failed diplomacy and

    international relations. The credibilityof decision makers is high, as this

    type of society values experts and

    hierarchies highly. However, this

    also makes this society vulnerable

    to misplaced trust in authority andscience.

    Technology

    Innovation focuses on radical

    improvements in eco-efciencyacross the board, and there is also

    a rapid rate of innovation in other

    environmental technologies, as well

    as in traditional sectors. Public, as

    well as private, R&D spending is high.

    Human capital

    There is equal access to high quality

    public education, which includes

    teaching on social and environmental

    values. Understanding of climatechange causes and effects are

    reasonably high, while the general

    awareness of adaptation options is

    medium-high.

    EquityThere is a broad consensus on the

    need for maintaining and enhancing

    social equity, and as a result income

    and other inequalities, and socialexclusion, decrease somewhat.

    Governments prioritise access to

    insurance, and provide assistance

    to those who are without such

    protection.

    Critical institutions

    The planning system is strengthened

    and its scope expanded, and there

    is a lot of respect for planners whoare seen to facilitate the collaborationneeded to transform urban spaces.

    Development plans remain essentially

    the same as now, but there is an

    increase in development controls

    and more detailed policy guidance inkey areas related to climate change.

    Uptake of insurance is fairly even,

    although there are some limitations

    and restrictions in place. State

    provision of welfare is substantial.

    Economic resources and structure

    Economic growth continues at aroundlong-term average rates, with the

    economy becoming increasingly

    export-oriented. Growth is achieved

    by balancing commercial with social

    and environmental objectives,

    reecting a concern about long-term

    development issues.

    Quantitative projections

    The size and structure of the

    population differs between thefour scenarios, reecting different

    underlying assumptions aboutinward migration and mortality rates.

    Population growth is fastest in the

    World Markets scenario, reaching

    70 million by the end of the 2050s.

    In contrast, the population under

    the Local Stewardship scenarioremains at around 60 million. In all

    four scenarios there is a signicant

    change in the age-structure of

    the population, with an increasing

    proportion of older people. This is

    particularly marked in the GlobalResponsibility scenario, where

    around 14% of the population are

    over 80 years old by the end of the

    2050s.

    There is even greater variationbetween the scenarios in terms of

    the number of households and their

    composition, reecting differences in

    the underlying assumptions for the

    trajectories for average household

    size. In the World Markets scenario,the number of households grows

    to almost 36 million by the end ofthe 2050s, with over 40% of these

    being single-person households. In

    contrast, the number of householdsunder the Local Stewardship scenario

    declines (from todays level) to less

    than 23 million, reecting a reduction

    in the proportion of single-person

    households to around 15% and a

    corresponding increase in multi-person households.

    Project-specic scenarios

    The generic scenarios provided the

    base for the generation of project-specic scenarios that focused on

    the specic socio-economic issues

    that had been identied for each

    of the four stakeholder BKCC

    projects. For example, in thespecic scenarios produced for the

    ASCCUE project (Salmons and Venn,

    2006) the implications for the urban

    environment and for the use of urban

    green space are expanded upon.

    The accompanying quantitativeprojections are also tailored to the

    needs of the individual projects, with

    detailed breakdowns for economicactivity, population and households

    being provided for their respective

    case-study regions.

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    Project achievements

    A literature review demonstrated

    that a criticism of socio-economic

    scenarios used in climate change

    and adaptation research is that they

    do not provide an adequate insightinto present vulnerability, and the

    dynamic processes of vulnerability

    and adaptation (Downing, 2003).

    The BESEECH scenarios addressed

    this problem by considering factorsthat inuence adaptive capacity

    and using these as an organising

    framework for the development of

    the scenario storylines. In particular,

    six determinants of adaptive capacity

    in the built environment weredetermined on the basis of a review

    of the relevant literature and the

    requirements of the stakeholder

    BKCC projects.

    A major scientic outcome of theproject has been the extension of thequantitative data set from the UKCIP

    (2001) data. Quantitative indicators

    in the key areas of economic,

    demographic and household

    characteristics have been producedfor each scenario up to the 2050s,

    with detailed breakdowns along UK

    regional, sectoral and demographic

    dimensions.

    Another outcome has been the

    production of project-specic

    scenarios for the stakeholderBKCC projects, in which the generic

    scenarios have been tailored to meet

    the specic needs of the individual

    projects and their respective casestudy areas.

    The development of qualitative

    data, combined with determinants

    of adaptive capacity is a major

    project outcome. Now, through the

    development of storylines illustratedexamples of how economic, social

    and environmental issues are

    addressed differently in each of thefour scenarios. This information

    complements the qualitative data

    to give a holistic view of each of thescenarios and how they respond

    individually to the problems posed by

    climate change.

    other couple one person

    million

    scenario

    40

    30

    20

    10

    0

    2001 WM NE GR LS

    Figure 10 Population by age band: 2061 under the different scenarios (WM:

    World Markets; NE: National Enterprise; GR: Global Responsibility; LS: LocalStewardship)

    Figure 11 Households by type: 2061 under the different scenarios (WM:

    World Markets; NE: National Enterprise; GR: Global Responsibility; LS: Local

    Stewardship)

    aged 80+ aged 65 - 79 aged 15 - 64 aged 0 - 14

    millio

    n

    scenario

    80

    60

    40

    20

    0

    2001 WM NE GR LS

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    References

    Carter, T. and La Rovere, E.

    (2001). Developing and Applying

    Scenarios. Climate Change

    2001 - Impacts, Adaptation

    and Vulnerability. Contributionof Working Group II to the

    Third Assessment Report of

    the Intergovernmental Panel

    on Climate Change. IPCC.

    Cambridge, Cambridge UniversityPress: 145-190.

    Dahlstrm, K. and Salmons, R.

    (2005). Building Economic and

    Social Information for Examining

    the Effects of Climate cHange.

    Generic socio-economic scenarios,nal report. Policy Studies

    Institute.

    Downing, T. (2003). Lessons from

    early warning and food securityfor understanding adaptationto climate change: toward a

    vulnerability/adaptation science?

    In Smith, S., Klein, R. and Huq, S

    (Eds). Climate Change, Adaptive

    Capacity and Development.

    Imperial College Press. pp 71-100.

    DTI (2002). Foresight Futures 2020:

    Revised Scenarios and Guidance.

    London, DTI.

    Godet, M. and Roubelat, F. (1996).

    Creating the Future: The Use and

    Misuse of Scenarios. Long RangePlanning29 (2): 164-171.

    Salmons, R. and Venn, A. (2006).

    Building Economic and Social

    Information for Examining the

    Effects of Climate cHange. Projectspecic socio-economic scenarios

    ASCCUE, nal report. Policy

    Studies Institute.

    UKCIP (2001). Socio-economic

    scenarios for climate changeimpact assessment: a guide

    to their use in the UK Climate

    Impacts Programme. Oxford,UKCIP.

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    Climate change Risk Assessment: New Impact and Uncertainty Methods (CRANIUM)

    Project leader: Professor Jim Hall, School of Civil Engineering and Geosciences, Newcastle University

    Project research partners: School of Civil Engineering and Geosciences, Newcastle University; Climatic Research Unit,

    University of East Anglia; Leeds University Business School; School of Geographical Sciences, University of Bristol

    Project stakeholder partners:Arup; Halcrow; Halliburton KBR; Environment Agency; Met Ofce, Hadley Centre;Network Rail; Scottish and Southern Energy

    Project website:www.ncl.ac.uk/cranium; www.cru.uea.ac.uk/cru/projects/cranium

    Background

    The assessment and managementof risk are essential issues for all

    decision-makers. By linking the

    characteristics of major environmental

    hazards, such as extreme weather

    events, to the sensitivity and

    vulnerability of a system, we canobtain a more balanced view of the

    potential consequences of decisions.

    This in turn can assist in the choice of

    more effective adaptation responses.

    The challenge therefore is to applyand extend current research on risk

    management to incorporate the

    effects of climate change, comparing

    climate and non-climate related risks.

    Uncertainty is inherently relatedto risk. Complete prediction of

    environmental hazards for decision-

    making is never possible, due to

    incomplete datasets usually over tooshort a time period, and uncertainty

    about the future. Therefore knowingwhat we do not know, the process

    of explicitly identifying sources of

    uncertainty within the decision-

    making process, is critical for making

    effective decisions based on risk.

    Anticipating climate change inevitably

    involves uncertainty. UKCIP does not

    provide forecasts or predictions of

    climate change, but rather scenarios

    which give a range of values based

    upon particular assumptions offuture greenhouse gas emission

    levels. Exact predictions of the

    future are impossible for a host of

    reasons relating to societal and

    technological change. In addition,

    the climatic response to changingemission levels is also uncertain

    because climate models, although

    continually improving, are based

    upon an incomplete knowledge of

    atmospheric, terrestrial and oceandynamics.

    Because risk assessment canprovide us with the means to handle

    uncertainty in climate change

    decision-making, UKCIP and the

    Environment Agency have developed

    guidelines on this subject (Connell

    and Willows (2003). Within this

    framework however, there exists afull research agenda to explore and

    evaluate different methodologies with

    the objective of providing practical

    advice to stakeholders. Case studies

    are particularly useful in this respect,because criteria and approaches

    to risk assessment can vary widely

    amongst different organisations.

    A particularly pertinent example

    for the built environment is the