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    The Wellbeingof Forests:Issues,Indicatorsand Performance Criteria on Forests

    A paper to accompany MapScores software

    Prepared by Alex Moiseev ForIUCN Temperate and Boreal Forest Programme

    27 June 2002

    The IUCNForest

    ConservationProgramme

    The Wellbeingof Forests:An e-tool for assessing environmentaland social sustainability.

    Part A.Understanding and applying theSustainability Assessment method

    Part B.Wellbeing Scores software manual

    Compiled by Alex Moiseev in collaboration

    with Eric Dudley and Danielle Cantin

    IUCNThe World Conservation Unio

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    The IUCNForest

    ConservationProgramme

    The Wellbeingof Forests:An e-tool for assessing environmentaland social sustainability.

    Part A.Understanding and applying theSustainability Assessment method

    Part B.Wellbeing Scores software manual

    IUCNThe World Conservation Unio

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    The designation of geographical entities in this book,and the presentation of the material,do notimply the expression of any opinion whatsoever on the part of IUCN concerning the legal status ofany country,territory,or area,or of its authorities,or concerning the delimitation of its frontiers

    or boundaries.The views expressed in this publication do not necessarily reflect those of IUCNThis publication has been made possible in part by funding from the IUCN Fund for Innovationthrough support from the Swiss Agency for Development and Cooperation (SDC).

    This work is based on prior work by the IUCN International Assessment Team and the IUCNMonitoring and Evaluation Initiative. In particular,this work owes an intellectual debt to RobertPrescott-Allen,author of The Wellbeing of Nations and Irene Guijt,who co-authored The ResourceKit on Sustainability Assessment with Alex Moiseev. The authors benefited from pioneering workon thematic assessments undertaken with the Regional Office for Southern Africa in collaborationwith Misael Kokwe and Emmanual Guveya. The authors also thank Nancy MacPherson for her

    intellectual and financial support in the development of this project and its proposal. Thanks alsoto Jean Thie (Information Management) for early discussions that helped shape the overall projectconcept and Simon Reitbergen and Dagmar Timmer (Forest Conservation Programme) for helpfulcomments throughout. The authors would also like to acknowledge the useful comments byAndrew Deutz (Canada office and Temperate and Boreal Forest Programme) and Chris Morry(Canada office) on the paper and software.

    Published by:IUCN,Gland,Switzerland and Cambridge,

    Copyright: 2000 International Union for Conservation of Nature and Natural ResourcesReproduction of this publication for educational or other non-commercial purposes is authorized

    without prior written permission from the copyright holder provided the source is fullyacknowledged.Reproduction of this publication for resale or other commercial purposes is prohibited withoutprior written permission of the copyright holder.

    Citation:Moiseev,A,Dudley,E and D.Cantin (2002).The Wellbeing of Forests:an e-tool forassessing environmental and social sustainability.IUCN,Gland,Switzerland and Cambridge,UK.50 pp.

    ISBN 2-8317-0662-9Cover photo:Danielle Cantin,IUCN Temperate and Boreal Forest ProgrammeProduced by:IUCN Temperate and Boreal Forest ProgrammePrinted by:Interligne Inc.,Montral,CanadaAvailable from:IUCN Publications Services Unit219c Huntingdon Road,Cambridge CB3 ODL,United KingdomTel:+44 1223 277894,Fax:+44 1223 277175E-mail:[email protected]://www.iucn.orgA catalogue of IUCN publications is also available

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    Part A.Understanding and applying theSustainability Assessment method

    The Wellbeingof Forests:

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    Table of Contents

    INTRODUCTION . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .7

    METHODS. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .8

    Sustainability Assessment Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .9Dimensions of Sustainability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .10

    Issues and Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .11Performance Scales . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .12Combining Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .14Mapping and Wellbeing Scores Software . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .14The Pressure-State-Response Framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .14Recap:Developing a Forest-themed Sustainability Assessment . . . . . . . . . . . . . . . . . . . . . . . .16

    THE FOREST-THEMED SUSTAINABILITY ASSESSMENT:AN INTRODUCTION . . . . . . .17

    Forest Lands . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .18Water . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .20

    Air . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .21Biodiversity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .22Resource Use . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .23Health & Population . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .24Knowledge and Culture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .25Community . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .25Equity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .26Wealth . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .27

    Box 1.A note on terminology used by Sustainability Assessment Method . . . . . . . . . . . . . . . .8Box 2.Indicator transformation from data to scores . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .13Box 3.Goal and objectives of IUCN's Forest Conservation Programme . . . . . . . . . . . . . . . .17

    Figure 1.The Forest-themed Sustainability Assessment and Wellbeing Scores . . . . . . . . . . . . .9Figure 2..Suggested Ecosystem dimensions (in bold) and elements (in italics) . . . . . . . . . . .11Figure 3..The Pressure-State-Response Framework. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .15Figure 4.The modified Pressure-State-Response Framework,including Benefits. . . . . . . . . .16Figure 5.Land Elements and Sub-elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .18Figure 6.Water Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .20Figure 7.Air Elements and Sub-elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .21Figure 8.Biodiversity Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .22Figure 9.Resource Use Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .23Figure 10.Health & Population Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .24Figure 11.Knowledge & Culture Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .25Figure 12.Community Elements and Sub-elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .26Figure 13.Equity Elements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .27

    Table 1.Human and Ecosystem Dimensions and Elements . . . . . . . . . . . . . . . . . . . . . . . . . . .11Table 2.Performance scale definition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .13

    Annex 1.Performance Criteria . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .28

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    INTRODUCTION

    For many years, IUCN has been concerned with developing tools to better assess if themanagement of our natural resources is sustainable. IUCN developed SustainabilityAssessment,a method for assessing the wellbeing of people and ecosystems together,as a

    means for measuring our progress. From this work, IUCN has applied this approach toconservation strategies,biodiversity action plans,and now forest conservation.This workwas undertaken simultaneously with the development of software to assist with thisassessment work.

    Sustainable development is an almost universally accepted goal; however there is no clearunderstanding of how it is achieved or how to measure progress toward that goal.Assessment can help bridge this gap by systematically collecting and judging information thatcan help determine progress.

    This paper presents a set of measures, organized according to IUCNs SustainabilityAssessment method, based on forest themes and concerns.The paper is intended toaccompany Sustainability Assessment software, called Wellbeing Scores developed byMapMaker Ltd.The software,available from IUCN,allows users to manipulate and combinethese measures and generate maps to test their assumptions and judgments on sustainability.

    This paper attempts to bring together some key issues and concerns on forest conservation,along with data and some analysis to provide a context for using the software.The softwareitself is intended to allow users to define their own version of sustainable development bysetting performance standards for each measure and specifying how measures will becombined.Eventually,IUCN hopes to use this tool to help different groups around the worlddefine the vision of forest conservation,supported by locally specific understandings and thebest available global,national and local data.

    Sustainability Assessment is a method for measuring sustainable development,by treating thewellbeing of people and ecosystems together. This method measures sustainabledevelopment through specific indicators and also by aggregating indicators into themes(dimensions). The method uses ten themes five on human development and five onecosystem protection to organize the indicators.These themes help organize what mightbe an otherwise unwieldy and contradictory set of indicators into the most appropriate andbroad themes possible.

    Sustainability Assessment is intended to provide a comprehensive assessment by coveringthe broadest range of themes (dimensions) possible (see also Methods).Throughout thispaper,readers will notice that there is still a huge gap between what should be measured,and

    what can be measured.For many things relevant to forest issues,data is lacking or conceptshave not been refined into a measurable format.This paper used 27 of the most relevant andavailable indicators. However,the discussion and analysis shows that many more indicatorscould and should have been included but were not.

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    Box 1. A note on terminology used by Sustainability Assessment Method1

    Sustainability Assessment has developed its own specific terminology over the years.This paper attempts to adhere to the official terminology that follows:

    A dimension is a broad theme,such as land,resource use or community,intended tocontain a set ofelements,all of which are related to the same category.

    Anelement is a key issue or concern related to adimension.

    An indicator is a measurable sign or signal of a phenomenon; a context specificmeasure of anelementor sub-element.

    Indicatorsare combined to measureelements;elementsare combined to measuredimensions; dimensions are combined to measure human and ecosystemwellbeing.

    METHODS

    The aim of this paper is not to produce a definitive understanding of forest conservation,but only tohighlight and justify a set of key issues (elements),indicators and the possible range of performance foreach indicator.In generating the list of issues and their justification,a number of major publicationswere consulted.2

    The main questions guiding this paper,and the results that follow are:If we were to measure sustainable development from the perspective of forests,taking into accounthuman and ecosystem wellbeing,what should be included? The answer to this question yielded a set ofissues (elements) and indicators.For each measurement,how do we know if things are getting better of worse? The answer to thisquestion yielded a performance scale for each indicator.

    The issues (elements) and indicators were then organized according to Sustainability Assessmentmethod.This method provides a comprehensive framework within which to measure sustainabledevelopment.The pressure-state-response framework was used to assist in ensuring that the resultinglist of issues was complete.

    The method section is divided into three sections: Sustainability Assessment Method

    1 Sustainability Assessment Resource Kit,pp.B3-4.2 WRIs Pilot Assessment of Global Ecosystems (PAGE); UNEP's Global Environment Outlooks draft chapter on Forests for GEO-3;

    FAOs State of the Worlds Forests 2001;FAOs Forest Resources Assessment 2000

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    The Pressure-State-Response approach (and how it relates to Sustainability Assessment)A discussion of how Sustainability Assessment and Pressure-State-Response helped developthe content for this assessment.

    This paper is intended to complement Wellbeing Scores software and manual.The set ofissues (elements) and indicators,their interpretation and combination are subjective and notthe result of a broad consensus building process.Users of Wellbeing Scores software willhave ample opportunity to introduce their views on forest conservation while using the

    software.Figure 1 below introduces these opportunities.We will refer to this diagramthroughout.

    Figure 1.The Forest-themed Sustainability Assessment and Wellbeing Scores

    Sustainability Assessment Method

    Sustainability Assessment is a method for conceiving and measuring sustainable development.Throughthis method, users are able to articulate their ideal situation what they mean by full humandevelopment and a productive and healthy ecosystem.

    The method has a number of key features:

    1. Equal treatment of people and the ecosystem:human development is not possible without a healthyenvironment; and likewise, environmental protection is not possible without addressing the needs ofpeople.Considering the wellbeing of people and the ecosystem together produces a stronger andmore likely vision of sustainability than if they are considered separately.

    2. An analytical hierarchy,from big picture to details:the information in a sustainability assessmentis organized such that each individual indicator can help contribute to our understanding of largerthemes (or dimensions such as forest lands,wealth or resource use) and ultimately human andecosystem wellbeing.

    3. Visual tools:such as maps that show where performance is best and worst;where priority actions aremost needed.A complete set of maps associated with an assessment can quickly tell what issues(elements) are most important for any area.

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    What we did to build the Forest-themed Sustainability Assessment

    What you can do with Wellbeing Scores Software

    Identify arepresentative set offorest issues foreach dimension

    Identify indicatorsfor each issue,basedon global datasets

    Set performancescales for eachindicator based onliterature

    Combine indicatorsinto dimensions orthemes;and overallwellbeing

    Map and reviewresults andimplications

    1 2 3 4 5Add new issues Add new indicators

    or other datasetsSet new performancescales based on other

    judgments or goals

    Re-combineindicators to showdimensions orthemes and overallwellbeing

    Re-map and reviewresults to seeimplications ofchanges

    1 2 3 4 5

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    4. Performance indicators:help demystify what indicators mean by specifying the range of good and badperformance on scales. Unlike indicators, performance scales can be combined to show themes(dimensions) and overall human or ecosystem wellbeing.The choices behind the performance scales aretransparent, so they can be challenged by any user according to their vision of sustainability orexperience in the field.

    5. Cyclical nature:a typical assessment is undertaken in a participatory manner,encompassing anumber of steps from defining a vision of sustainability,measuring the individual indicators and

    interpreting the results.A cycle recognizes that sustainability is a moving target,not an absolute goal,and that those interested in sustainable development must be prepared to learn and monitor overtime.

    Note:this Forest Sustainability Assessment has compiled themes (dimensions),issues (elements) andperformance indicators to shorten this process and allow users a quick insight into the method.Combining data,maps and a narrative provide the most complete and transparent information possibleon an assessment.In this assessment,data and the absence of data are important parts of the narrativediscussion.

    A more detailed document on Sustainability Assessment is available from IUCN(http://www.iucn.org/themes/eval/sustassess.htm).IUCN developed Sustainability Assessment over aneight-year period through an iterative process of testing and writing.Sustainability Assessment is alsoknown as Wellbeing Assessment and is the method guiding a global report called The Wellbeing ofNations.3 IUCN developed a facilitation and training guide on Sustainability Assessment entitled,TheIUCN Sustainability Assessment Resource Kit.4

    What follows is a highly condensed version of the guidance from the Resource Kit.

    Dimensions of Sustainability

    This sustainability assessment uses the standard set of themes (or dimensions) used in manysustainability assessments.Dimensions are large groups of representative elements.Each set of

    dimensions,human and ecosystem encompasses a range of themes thought to be wide enough to coverthe broadest spectrum of issues facing any society.The forest-themed Sustainability Assessmentadapts these dimensions using the Pressure-State-Response framework to make a deeper analysis offorest conservation issues.

    The table below illustrates a general set of Human and Ecosystem dimensions and elements.

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    3 Robert Prescott-Allen,2001.The Wellbeing of Nations.Washington:Island Press.4 Irene Guijt,Alex Moiseev and Robert Prescott-Allen,2001.The IUCN Resource Kit on Sustainability Assessment.Gland,Switzerland:

    IUCN.

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    Table 1.Human and Ecosystem Dimensions and Elements

    Dimensions Elements

    Health and population Physical and mental health,disease,mortality,fertility,population growth.

    Wealth The economy,income,material goods,infrastructure,basic needs for food,water,clothingand shelter.

    Knowledge and culture Education,state of knowledge about people and the ecosystem,communication,systemsof belief and expression.

    Community Rights and freedoms,governance,institutions,peace,crime,civil order.

    Equity Distribution of benefits and burdens between males and females and among households,ethnic groups and other social divisions.

    Land The diversity and quality of land ecosystems,including their modification,conversion,anddegradation.

    Water The diversity and quality of inland water and marine ecosystems;modification by dams,embankments,pollution,and water withdrawal.

    Air Local air quality and the global atmosphere.

    Biodiversity Status of wild species and wild and domesticated crop and livestock populations.

    Resource use Energy and materials,waste generation and disposal,recycling;resource sectors such asagriculture,fisheries,timber,mining,and hunting.

    Issues and Indicators

    Indicators are measurable and representative aspects of an issue.5The purpose of indicators is tocommunicate in a quantifiable and clear manner some important aspect of an issue in which we aremost interested.Indicators used by Sustainability Assessment communicate performance,meaning thatthe range of good and bad has been identified and justified in advance.This makes the process ofviewing indicators transparent and less confusing.Too often,the communicative power of an indicator islost because it is unclear what the measurement is communicating or how it has been constructed.

    Goals and performance criteria are closely linked.For instance,a society that sets a goal of a long andhealthy life for its population might measure the long life part through an indicator of life expectancy.Setting high standards,perhaps at or close to UN goals for longevity,would reflect this goal.The nextsection on performance scales,describes how these standards are set for each indicator.For this assessment,indicators were chosen for each issue identified where data were available.

    Figure 2. Suggested Ecosystemdimensions and elements

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    5 ibid,pg.59

    Land Resource use

    ECOSYSTEM

    Species& populations

    Water Air

    Energy& materials

    Resourcesectors

    Globalatmosphere

    Localair quality

    Landdiversity

    Landquality

    Speciesdiversity

    Populationdiversity

    Inlandwaters Sea

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    Performance Scales

    Indicators can only become performance indicators if the range of good and bad is explained andjustified.This is called a performance scale. Annex 1:Performance Scales gives a more completeexplanation of what this means and lists every indicator used in this assessment,along with its scale andjustification.

    Performance scales are developed using the three steps below6:

    1. Determining the range of recent,current and expected performance of thatelement/indicator as measured;

    2. Determining the objective of the element concerned.For example,if the objective of yourhealth element is a long and healthy life,you could choose life expectancy as the indicatorand specify a good band with a high score of 80 years or higher;

    3. Using at least one of the following values to set one or more of the bands:

    A. Estimated sustainable rate.For example,a sustainable rate of timber fellingwould be less than 100%of net annual increment.

    B. The estimated background rate (natural or normal performance).For example,the background rate of animal extinctions is estimated to be less than 0.01%ofspecies per century. An acceptable percentage of threatened species could bedefined as not more than 100 times that rate.

    C. Other threshold.For example,countries have increasing difficulty supportingexternal debt when debt service payments are above 20%of exports of goods andservices.

    D. An international (or national) standard.For example,a UN standard for waterquality is less than 30 miligrammes of nitrogen per litre of water.

    E. An international (or national) target.For example,a UN target for education is 100%primary education by 2015.

    F. Expert opinion.For example,Transparency International's Corruption Perceptions Index.

    G. A derivation from a closely linked or related indicator.For example,because there is nospecific UN target,the performance criteria for secondary education should be a lessstringent version of those for primary education.

    H. The judgment of the participants.If none of the above factors is available,the choice ofperformance criteria is entirely up the judgment of the participants.This judgment may be

    based on research,experience or consensus of the group.

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    6 ibid,pp.67-8

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    The three steps of deciding on performance criteria,selecting a standard and scaling theindicators,must be carried out for each indicator.Selecting which standards listed above (A-

    G) to follow will depend on circumstances.You will need to check which exist and which ismost likely to be most accurate:(A) to (C) are scientific standards,(D) and (E) are

    consensus-based while (F) and (G) are more experience-based.A descriptive narrativewill help explain the choice of standards for determining performance criteria for each

    indicator to others who were not part of the decision-making process.

    Setting performance standards is key to the entire method.Care must always be taken to ensurethat standards are set to the highest possible level,meeting the goals of society.Performance standardsare always documented and justified to ensure transparency and to allow dissenting groups anopportunity to contest the values implied by the scale itself. In many cases,what is meant by good orbad performance has not been well thought out,and these initial steps to describe what is meant byperformance should be seen as a first step in encouraging a broad debate.

    Each performance scale must set standards for good,ok,medium,poor and bad.The table below is anexample of a performance scale for a generic indicator:

    Table 2.Performance scale definition

    Band Top point on scale Definition

    Good 100 Desirable performance,objective fully metOK 80 Acceptable performance,objective almost or barely metMedium 60 Neutral or transitional performancePoor 40 Undesirable performanceBad 20 Unacceptable performanceBase 0 Base of scale

    Source:Sustainability Assessment Resource Kit,pg.66.

    How each band is defined depends on the views of the user.For example,desirable performance,fullymeeting the objective,will depend entirely on how the objective has been defined.A society thatdefines an objective for resource use as maximum yield available for timber production maysupport greater plantation cover than a society that values less resource use and more natural forests.Setting performance scales in this manner allows users to match standards with their vision ofsustainability while communicating this to others. Users of Wellbeing Scores software will find thatchanging priorities through individual performance scales can be quickly reflected in overallsustainability scores.

    Box 2.Indicator transformation from data to scores

    Indicators are mathematically transformed from DATA to SCORES using theperformance scales.The data measure, such as 79 years of life expectancy, or 1.2percent of forest cover loss per year,is transformed into a standard 0 100 scale.Thisallows indicators to be compared on their own merit and combined to showdimensions and overall human or ecosystem wellbeing.

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    Combining Indicators

    Indicators,once scored,can be combined because they all share the same scale (a 0-100 point standardscale). Indicators are combined to show themes (dimensions) and overall human or ecosystemwellbeing.For example,if the wealth dimension can be measured through the value of six differenttypes of production coming from timber harvesting,those indicators can be combined to give an overallsense of the wealth provided by forest resources.

    This is an important notion,as most sustainability reports and indicator sets do not combine indicatorsin this fashion.As a result,the signals communicated by indicators can become confusing and are opento multiple interpretations.

    Indicators can be combined in the following fashion: As a simple average,denoting the equivalent importance of the indicators; By taking the lowest value,indicating that a good score in one indicator cannot compensate for a

    poor score in others and By using a weighted average,to show the relative importance of one or more indicators over the

    rest.

    Combining indicators follows a hierarchy: Indicators are combined to show elements;and Elements are combined to show dimensions (see figure 2);

    However,each dimension under the human and ecosystem sides is considered to be relatively equal inimportance because they cover such a broad range of concerns.Similarly,human wellbeing isconsidered to be as important as ecosystem wellbeing.

    Mapping and Wellbeing Scores Software

    Wellbeing Scores allows users to turn data into scores through performance scales,combine indicatorsand map the results.

    Mapping is a key part of sustainability for its visual ability to summarize complex situations.Using theglobal forest database compiled as part of this project,users of Wellbeing Scores software can show anyindicator,issue on a map of the world,allowing them to quickly see where performance is strongest orweakest according to the performance criteria.

    The Pressure-State-Response Framework

    The Pressure-State-Response model is a simplified model of how human interaction with theenvironment yields changes to the environment.It is a somewhat simplistic model,not meant to mimicreality,but to simplify relationships so an initial understanding may be achieved.In the simplest form,the diagram below shows the relationship between pressures,states andresponses. Pressures flow from human activity and change some aspect of the environment.For instance,

    rapidly growing rural communities can place pressure on forest resources through timberextraction,fuelwood use,etc.

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    State refers to an actual,measurable aspect of the environment.Forest cover measures,in animmediately observable manner,the extent of the forest.It does not depend on knowing muchabout pressures and can be easily verified through observation (for example,remote sensing).

    Responses are actions that people (individuals,organizations,governments,etc.) take to protect theenvironment.It is intended to be a specifically positive activity to counter a pressure on theenvironment.In that sense,policies,conservation programmes and field projects are all examples ofresponses.

    Responses lead to impacts,either changing pressures placed on the environment and/or the state of

    the resource in question.Impacts can be positive or negative;intended or unintended.

    When using the pressure-state-response framework,it is important to be aware of how directly one ismeasuring changes in the environment.The state of any resource,whether it be trees,water quality orbiodiversity,is always the most direct measure.If the state of a resource can be measured,it should be.Pressures are important indicators of change,but their effect on the state of any resource is not alwaysuniform.For example,the pressure on forest due to poverty varies widely depending on where one islooking.Finally,responses are the least direct measure of a resource.It is not hard to find expensiveconservation policies that have had no impact on the state of forests,and at the same time,find smallproject based responses that have led to broad new understanding of forest conservation leading togreater positive impacts on the state of forests.In the diagram below,state and impacts are treated asbeing roughly the same,signifying their relationship.

    Figure 3.The Pressure-State-Response Framework.

    There are two important caveats to using the Pressure-State Response (PSR) framework:

    First and foremost,the world is not this simple! There are many simultaneous pressures on eachresource,each being addressed by different responses.Typically,any

    forest will be the subject of multiple international conventions,national laws,criteria and indicators approaches,management

    plans and other informal approaches.The number ofpressures is also myriad,including direct and indirect or

    local and international.The relationship between anyforest,pressures on that forest and responses aimedat conservation looks more like a spider web of cause,effect and response (albeit a really messy spider web).

    Second,time moves forward! Well meaningresponses in 1970 may be the leading causes of pressureon resources today.Over time,pressures emerge and are

    dealt with.Impacts are realized and the state of the forestchanges.Different societal priorities can result in resources

    being treated differently.Over a long term,the PSR frameworkis much more problematic,because it is easy to confuse multiple

    pressures and impacts of responses.

    So why use Pressure-State-Response at all? For this paper,the PSR framework helps organize theliterature on forest conservation by themes (pressures,states and responses) and relate this to theSustainability Assessment framework.To the PSR framework,this paper adds the idea of benefits (seebelow).In addition to pressures placed on forests and responses to those threats,humans benefitgreatly from forests and forest products.

    Impacts

    Response

    State

    Pressure

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    Box 3.Goal and objectives of IUCN's Forest Conservation Programme

    Goal:Maintenance,and where necessary,restoration of forest ecosystems to promoteconservation and sustainable management of forests,with equitable distribution of awide range of forest goods and services.

    Objective 1:Protected AreasEncourage the establishment and effective management of

    ecologically representative forest protected area systems that takeaccount of connectivity and robustness with respect to climatechange and other stresses,equitable distribution of benefits andcosts and participation of key stakeholders.

    Objective 2:Sustainable Forest ManagementEncourage the development and implementation of sociallybeneficial and economically viable forest management outsideprotected areas as an integral part of an ecosystem based approach tolandscape management.

    Objective 3:RestorationEncourage the development of environmentally sound, economically viable andequitable reforestation and forest ecosystem restoration programmes.

    Objective 4:Cross-sectoral impactsIdentify cross-sectoral impacts (particularly those associated with over-consumption,pollution,climate change and perverse economic incentives) and harness opportunitiesfor enhancing conservation and sustainable use.

    THEFOREST-THEMED SUSTAINABILITY ASSESSMENT:AN INTRODUCTION

    This section outlines the elements and indicators chosen as part of the Forest-themed SustainabilityAssessment.The previous section introduced Sustainability Assessment method and the Pressure-State-Response framework,which guided the choices,made in this section.

    Every sustainability assessment starts with some goals,so as to guide the development of performancecriteria for each indicator.The goals of IUCNs Forest Conservation Programme guide this assessment.The elements and indicators are organized according to the standard Sustainability Assessment

    Framework of Dimensions (see Figure 2).

    Annex 1 presents the performance criteria for each indicator.Everything dimensions,elements,indicators and performance scales - has been programmed into the Wellbeing Scores software.

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    Dimension

    Elements

    Sub-elements

    Extent & Diversity Quality

    Fragmentation Protection

    Forest Lands

    Extent Fire ManagementDamage

    Forest Lands

    Goal:Maintain or improve the integrity of forest ecosystems.

    The Forest Lands dimension measures the state of forests most directly.Two broad elements,Extent& DiversityandQualitywere used to describe the state of forests.

    Extent & Diversitycovers the most basic data on forests size,coverage,change,and fragmentation.This reflects quality for forests,plantation and protected areas.Diversity is not measured as well asExtent,but it is assumed that unfragmented and natural forest contain greater degrees of diversity,thus a decline in either signals a decline in diversity.Also under Extent & Diversity is the issue ofprotection.A common goal for protected areas development and management suggests that arepresentative group of forests be protected,generally around ten percent of terrestrial ecosystems.

    Figure 5.Land Elements and Sub-elements

    Qualityattempts to capture some pressures on the Extent & Diversity of forest ecosystems.Forestsdamaged by insects,pests,disease,pollution or excessive fire are of lower quality than those notaffected.Forests that are fragmented are of lower quality.

    Indicators and Data:Forest lands are best described in terms of extent and how the size andcomposition of forests is changing.FAO has accumulated excellent data from which to derive suitableindicators.Forest quality,on the other hand,suffers from a lack of available and reliable data.Global datasets do not exist,but some good work has been done in Northern Europe,Canada,Russia and theUSA.

    Dimension Element Sub-Element Indicator

    Ecosystem Forest Lands Extent & Diversity Extent Annual average change of forestarea (%)

    Average annual change ofplantation forest area (%)

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    Extent of forests is the most direct measure of the state of forests.Here average annual change ofnatural forests and plantations are measured along with changes in total forest area. A strong case canbe made for increasing plantation area while halting the loss of natural forest area.

    Dimension Element Sub-Element Indicator

    Ecosystem Forest Lands Extent & Diversity Fragmentation Closed Forest as a %of totalforest area

    Closed forest as a %oforiginal forest

    Fragmented forest ecosystems are far less capable of supporting biodiversity,including other species.The ability to measure fragmentation is quite limited.Remote sensing and sampling procedures,evenwhen definitions of fragmentation are clear,often yield unreliable data.For the Pilot Assessment of

    Global Ecosystems,World Resources Institute suggested that the presence and density of roadnetworks would be a suitable indicator showing fragmentation,but data is not widely available orreliable.

    Dimension Element Sub-Element Indicator

    Ecosystem Forest Lands Extent & Diversity Protection Forests in protected areasas a %of total forestsaccording to global maps

    Protected areas,if implemented effectively,can be indicative of forest extent,aswell as quality (see next indicator).This indicator measures only extent ofprotected areas,but does not speak to the effectiveness of that protection.Ineffective protected areas are vulnerable to illegal activities and corruption(see Community).

    Many countries over-report protected areas.Forest Resource Assessment 2000 compares countryreported protected areas with protected areas according to their global mapping approach.Ideally,there should be no difference between what each country reports and what is noted on the globalmaps,indicating that protected areas are as extensive as countries believe.Large discrepancies betweenthe two measures call into question the quality of forest protection.

    Forest quality is at least as important as forest cover. An unhealthy forest ecosystem is unable toprovide benefits and may ultimately loose forest cover.Ideally,this assessment should include indicatorsof damage from pests,insects,disease,acid rain and fire.However,two problems exist.First,reliable andglobal data sets do not exist,and second,in some cases,there is little agreement on how much damageis too much damage.For instance,some fire is natural and beneficial to forests,but it is not clear howmuch is too much,except for in extreme cases.

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    Data for indicators on damage from insects,pests,disease and acid rain are not easily available but datais good for regions such as Europe,Canada and USA. With some work,datasets for these indicatorscould be constructed,but often this is a matter of compiling regional data sets,with considerable workto harmonize definitions so that data are similar enough to be comparable.Because of these difficulties,this assessment does not include measures of forest quality.

    Water

    Goal: none specified by the Forest Conservation Programmes goals.

    Forests assist in maintaining the integrity of watersheds.Loss of forest cover can lead to erosion,whichin turn can have significant negative effects waterways.Similarly,loss of waterways,particularly riverscan be an important indicator of habitat loss for forests.

    Figure 6.Water Elements

    Water quality could also be included in an assessment of this type,if only suitable relationships betweenwater quality and forest quality could be established.Certainly proximity of forests to bodies of water

    would be important to account for,as would the effect of polluted groundwater on forest quality.Theseindicators were not included in this assessment.

    Data and indicators:Forests are often valued for watershed protection.River fragmentation alsoimplies some degree of forest habitat destruction.Fragmentation of rivers,then,is a useful proxy fordegradation or loss of forest cover in watersheds,something which is of enough significance tomeasure separately from forest cover as a whole.Both indicators used in this assessment were alsoused in the Wellbeing of Nations.

    Dimension Element Sub-Element Indicator

    Ecosystem Water Conversion of aquatic Dam capacity as a %habitat of total water supply

    Water withdrawals as %oftotal internal supply

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    Dimension

    Elements

    Water

    Conversion ofaquatic habitat

    Pollution

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    Air

    Goal:Mitigate the threats posed by climate change,ozone layer depletion and regional air pollution onforests.

    The Air dimension describes how the atmosphere interacts with forests.Forests and the atmosphererepresent one of the most important feedback cycles on the planet.Forests store carbon and produce

    oxygen,accounting for nearly 80 percent of the exchange of carbon between terrestrial ecosystemsand the atmosphere. Ozone depletion,extreme weather events and air pollution can pose significantthreats.

    Figure 7.Air Elements and Sub-elements

    Climate change, air pollution and ozone layer depletion, have a potential for rapidlychanging ecosystems upon which certain forest species depend. Forecasts of 2 to 8degrees Centigrade changes upward in the global mean temperature over the nextcentury pose a serious threat to species unable to adapt. Scientists also blame theserising temperatures for change in weather patterns,leading to extreme weather events.

    Data and indicators:Air pollution (and the resulting potential for acid rain) and ozonedepletion are measured to show the potential threats to forests.Extreme weather eventscan be measured,but of much more interest,is how forests are planted and managed tominimize the damage caused by these events. Recent events in Europe and Canada hadplaced this issue to the forefront,but data and measures do not yet exist.

    Carbon sequestration can be measured directly and shows how forests contribute tomitigating concentrations of carbon in the atmosphere. However, the capacity of eachtype of forest to store carbon is different. Tropical forests, for instance,have a muchgreater capacity for storing carbon than boreal forests.To develop an indicator thatwould be useful,this assessment would have to weight storage capacity regionally,whileassessing performance, something that was beyond the scope of this work.This is animportant indicator which should be urgently developed to help further theunderstanding of the relationship between forests and climate change.

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    Dimension

    Elements

    Sub-elements

    Air

    GlobalAtmosphere

    Local / RegionalAir Quality

    Climate Change

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    Dimension Element Sub-Element Indicator

    Human Air Global Atmosphere Climate Change Carbon

    Ozone Depleting Substance(ODS) per capita,in grams

    Local/regional air %of country

    quality with acidification excedence

    Biodiversity

    Goal: Maintain tree species and habitats to protect diversity.

    Forest biological diversity the diversity of genes,species,populations and habitats represents one of themost important indicators of forest quality.

    It is important to also keep forests in the context of their ecosystems by addressing biological diversity as awhole,treating all species as being part of a web of life,of which forests are one component.

    Figure 8.Biodiversity Elements

    This assessment also included a measure of habitats,through the concept of frontier forests. Worldresources institute notes that frontier forests are the world's remaining large intact natural forestecosystems.

    These forests are -- on the whole -- relatively undisturbed and big enough to maintain all of their biodiversitincluding viable populations of the wide-ranging species associated with each forest type. This assessmentdescribed frontier forests in relation to original forest cover,which is that forest thought to cover theplanet 8,000 years ago before large scale disturbance by society began.

    Data and indicators: Forest species are notoriously difficult to count and assess in practice.However,a

    joint effort between the World Conservation Monitoring Centre (WCMC) and FAO has yielded a relativelydecent set of species level indicators,ranging from general measures of endangered species to specificmeasures of endemic,endangered tree species.

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    Dimension

    Elements

    Biodiversity

    Species Habitats

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    Dimension Element Sub-Element Indicator

    Ecosystem Biodiversity Species %of endangeredspecies total

    %of endangeredspecies which are countryendemic

    %of endangeredcountry endemic species whichare endangered tree species

    Habitat Frontier forest as a %of original forest

    Resource Use

    Goal:Use forest resources sustainably.

    Resource Use,in this assessment,is the other side of Wealth.The dimension of Resource Use measurespressures that humans place on forest resources whether it is for energy or consumption.Wealth,onthe other hand,measures benefits derived from that use of forest resources.

    Figure 9.Resource Use Elements

    This assessment looks at Resource Use from the perspective of timber felling (particularly fuelwood)and anthropogenic impact.Unfortunately,this probably does not cover the dimension as well aspossible. Anthropogenic impact is an estimate,and is a bit less reliable than hard data,and covers allland types,not just forests.It would be ideal to include indicators of fuelwood use and grazing to helpcomplete the picture of resource use.

    Data and indicators:Pressures placed on forests from energy use are well conceptualized,but data

    and information is highly localized.For example,there are not globally comparable datasets on the useof fuelwood,which in some parts of the world represents significant threats to forests.

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    Dimension

    Elements

    Resource Use

    Energy Harversting

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    Dimension Element Sub-Element Indicator

    Ecosystem Resource Use Timber extraction Fellings +Imports as a %of Net Annual Increment

    Anthropogenic impact %of land area withlow anthropogenic impact

    %of land area withhigh anthropogenic impact

    Health & Population

    Goal:A stable and locally appropriate population that will not place excessive pressure on forests.

    Population growth is routinely identified as a root cause of change in forest ecosystems. A rapidly

    growing population can place undue pressure on forest resources,particularly in rural areas.Thus,astable population,particularly in rural areas is preferable.Rural urban migration can change thisdynamic.This assessment addresses the population question in a general sense.At the national level,this is all that is possible.More concrete assessments would address where population is posing athreat,which is more precise than simply identifying a potential threat from rural population growthand density on average.

    Figure 10.Health & Population Elements

    This assessment does not include benefits to human health.It is conceivable that forests producebenefits that improve human health,ranging from specific medicines to aesthetic benefits,however thelinks are diffuse and little conceptual thinking has been done to develop specific measures.

    Data and indicators:Good data and indicators exist for a general discussion of population pressureon forest resources.

    Dimension Element Sub-Element Indicator

    Human Health & Population Total fertility rate (no.children/woman)

    Population Rural population density (people/km2

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    Dimension

    Elements

    Health & Population

    Health Population

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    Knowledge and Culture

    Goal:(knowledge only) Complete knowledge on forest resources and pressures on those resources.

    Knowledge & Culture are two of the more difficult,yet important aspects of this Forest Assessment.Knowledge describes our understanding of forests,their resources and importance in ecosystems andhow to best manage threats posed to them.Knowledge is the sum of science,policy and experience on

    and around forests.Underpinning knowledge is culture.In general terms,culture is the collection ofbeliefs that guide any society.In specific terms,for forests,these are represented by how a cultureattaches spiritual or aesthetic significance to forests.

    Figure 11.Knowledge & Culture Elements

    Data and indicators:Almost nothing exists at the global level in comparable datasets,but theoreticalunderstandings,particularly at local level,proliferate.This assessment used the Innovation Index,whichappeared in the 2002 Environmental Sustainability Index Report as a proxy for a societys ability toreact to change under knowledge.This is hardly a direct measure,but little else exists.

    No indicators were developed for culture.

    Dimension Element Sub-Element Indicator

    Human Knowledge Knowledge Innovation Index& Culture

    Community

    Goal:A governance structure that supports sustainable forests,which is enforced and enforceable.

    Community,in this assessment,is split between Governance and Peace & Order,essentially,the rulesand how they are enforced.Governance describes how countries are managing their forest resources,from national level policy to management of specific forest areas.This assessment focuses on forestmanagement specifically,mainly because policy impact is very difficult to measure directly as a cause-effect relationship but can be seen directly under Extent & Diversity of forests.

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    Dimension

    Elements

    Knowledge & Culture

    Knowledge Culture

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    Figure 12.Community Elements and Sub-elements

    Peace & Order describes illegal activities and corruption.FAOs State of the Worlds Forests 2001devoted an entire chapter to exploring this issue.Illegal activities can include illegal occupation of forestlands,logging,trade,timber transport and smuggling;and illegal accounting practices such as transferpricing.Corruption refers to the more systematic undermining of good governance,interfering with theintent of policy or government institutions and can contribute directly to illegal practices.

    Data and indicators:Good data and indicators exist for forest management and certification,although these measures tend to underestimate the amount of forest under management and says littleabout the effectiveness or appropriateness of management or certification.Almost no data exists onillegal activities and corruption,although this will likely be available in the future,and could possibly becobbled together from national sources.This assessment used a Corruption Index that appeared in the2002 Environmental Sustainability Index Report.

    Dimension Element Sub-Element Indicator

    Human Community Peace & Order Corruption Corruption Index

    Governance Forest %Area under forestManagement management

    %Area under FSC certification

    Equity

    Goal:Costs of,and benefits from,forest conservation shared amongst all groups in society.

    In this assessment,there is a broad gap between what would be ideal to measure and what is possibleto measure.Ideally,equity would describe how the costs and benefits of sustainably managing forestresources are shared amongst groups in society.Conceptually,however,this is not well developed,andmeasures do not exist.

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    Dimension

    Elements

    Sub-elements

    Community

    Peace

    & Order

    Government

    Illegal activities Corruption

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    Figure 13.Equity Elements

    Poverty is widely cited as a root pressure on forests and is a proxy measure for equity in any society.The measures used in this assessment are from UNDPs Human Development Report.The HumanDevelopment Index describes peoples deprivation from education,long life and wealth.

    Data and indicators: Basic measures of poverty are easily obtained,but anything more specific onequity does not exist in global datasets.

    Dimension Element Sub-Element Indicator

    Human Equity Poverty Human Poverty Index

    Human Development Index

    Gender Gender relateddevelopment index

    Wealth

    Goal:Forest provide sustainable benefits to society.

    Wealth captures many,but not all,of the benefits to humanity of forests.Economic benefits,those thatcan be measured in the marketplace,include timber and wood products,nonwood products,energy(woodfuels),ecotourism and employment.Wealth can be derived for another group of benefits,forwhich market values do not exist,including carbon storage,soil and watershed stabilization,biodiversityand cultural and spiritual values.

    Data and indicators:While there is considerable data on the production,consumption and trade oftimber and energy products,there is little to guide an assessment on how to determine if levels aregood or bad.Under resource use,this assessment used an indicator that relates production to netannual increment.For wealth,this assessment is concerned with measuring the benefits to society,butthe question is:how much wealth,trade,employment,aesthetic value,cultural value or watershedprotection is good and how much is bad.

    This assessment used an indicator of forest area per capita,derived from the work of the EcologicalFootprint and a very small proxy for wealth.Clearly,more work is urgently needed to link the benefitsfrom forests with sustainability.

    Dimension Element Sub-Element Indicator

    Human Wealth Wealth Forest area per capita

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    Dimension

    Elements

    Equity

    PovertySharing costs & benefits

    of conservation

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    Annex 1.Performance Criteria

    HUMAN WELLBEING

    Indicator Issue Good OK Medium Poor Bad Base Rationale

    HEALTH & POPULATION

    1.Rural population Population 5 10 20 50 100 800 Uses a geometric scaledensity (#people/km2) (doubling)

    2.Total fertility rate Population 1.2 2.2 2.6 3.4 5.0 8.4 Top of fair is just below(#children/woman) replacement rate of 2.1

    WEALTH

    3.Forest area per capita Wealth 2.5 2.0 1.5 1.0 0.5 0 Ecological Footprint range of (hectares) performance using a linear scale

    KNOWLEDGE & CULTURE

    4.Innovation Index1 Knowledge 35 25 20 15 10 5 Reflects range of current

    performance;also astandardized indicator

    COMMUNITY

    5.%of forests under Governance 100 80 60 40 20 0 Simple scalemanagement plans

    6.%of FSC Governance 100 80 60 40 20 0 Simple scalecertified forests

    7.Corruption Index2 Peace & Order 2.13 2.00 1.50 1.00 0.50 0 Indicator is alreadystandardized;this scale simplybreaks down into evencategories.

    EQUITY

    8.Human Development Poverty 1.0 0.8 0.6 0.4 0.2 0 Scale used by HPI correspondsIndex with performance scale from

    Sustainability Assessmentmethod

    9.Human Poverty Poverty 0 10 20 40 60 70 Reflects current range of Index performance

    10.Gender-related Gender 1.0 0.8 0.6 0.4 0.2 0 As aboveDevelopment Index

    1 The Innovation Index measures the underlying capacity of a country to engage in technical innovation by examining factors such asscientific infrastructure and policy environment.Source:M.E.Porter et al.2001.The Global Competitiveness Report 2001.Oxford University Press.

    2 Corruption contributes to lax enforcement of environmental regulation and inability on the part of producers and consumers toevade responsibility for the environmental harms they cause.Source:Kaufmann et al.2000.Governance matters.World Bank,Washington.

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    ECOSYSTEM WELLBEING

    Indicator Issue Good OK Medium Poor Bad Base Rationale

    FOREST LANDS

    11. Average annual Extent 0.8 0.0 -0.1 -0.9 -2.5 -5.7 Only gains in forest coverchange in forest & change are considered good;anyarea (%) loss is medium or worse.

    12.. Average annual Extent 15 10 5 2.5 1.25 0 How to separate out goodchange plantation & change plantations from bad? This scalearea (%) is still a bit suspect depends

    entirely on species.

    13.Closed forests as Fragmentation 100 75 50 25 5 0 Based on current range of a %of total forest area performance

    14.Closed forests as a Fragmentation 100 50 25 12.5 6.25 0 Modified from above%of original forests

    15.%of forests in Protection 40 20 10 5 2.5 0 Top of medium reflects inprotected areas (all international goal of protectingIUCN classes) according 10%of each major ecosystem

    to global maps type.

    WATER

    16.Dam capacity1as a Habitat 0 10 20 40 60 100 Reflects current range of %of total supply conversion performance

    17.Water withdrawal Habitat 0 10 20 50 100 200 Top of bad matches a pointas %of total conversion which is clearly unsustainableinternal supply

    AIR

    18.Carbon emissions Global 0 400 800 1600 3200 6400 Top of fair matches the pointper capita (kg carbon) atmosphere below which carbon emissions

    per person must fall to keep theatmospheric concentrations atless than double thepreindustrial level (WON)

    19.Ozone Depleting Global 0 25 50 100 200 400 Best matches internationalSubstances (ODS) per atmosphere agreements to eliminate ODSscapita (grams of ozone (WON)depleting material)

    1 Dam capacity is the total cumulative capacity of all dams in cubic km.Source:R.P.Allen 2001.The Wellbeing of Nations.pg.205

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    Indicator Issue Good OK Medium Poor Bad Base Rationale

    20.%of country Local 0 20 40 60 80 100 Top of medium matches WHOwith acidification atmosphere guideline;top of poor matchesexcedence lowest observed effect level

    (WON)

    BIODIVERSITY

    21.%of endangered Species 0 4 8 16 32 64 Top of medium based onestimated species background extinction rate of