United States       Science Advisory      EPA-SAB-EPEC-95-003
          Environmental Protection   Board         March 1995
          Agency         Washington, DC 20460
SEPA    An SAB Report:
          Ecosystem Management

          Imperative for a
          Dynamic World

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               UNITED STATES ENVIRONMENTAL PROTECTION AGENCY
                             WASHINGTON, D.C. 20460
                                 March 31, 1995

 EPA-SAB-EPEC-95-003
                                                                   OFFICE OF THE ADMINISTRATOR
 Honorable Carol M. Browner                                          SCENCE ADVISORY BOARD
 Administrator
 U.S. Environmental Protection Agency
 401 M Street, SW
 Washington, DC 20460

            Subject:  SAB Environmental Futures Project-EPEC Futures Report
                     "Ecosystem Management: Imperative for a Dynamic World"

 Dear Ms. Browner:

     The Ecological Processes and Effects Committee (EPEC) of the Science Advisory
 Board (SAB) has completed its report on Environmental Futures that discusses ways to
 use foresight in managing risks to ecosystems. This report is one of seven prepared by
 the SAB in response to your request that we look at Environmental Futures methodolo-
 gies and evaluate a few future developments in detail.

     In response to your request, the Executive Committee formed an Environmental
 Futures Committee to direct the activities of the Board. EPEC, which has primary
 interest in assessing the ecological consequences of human activities, focused on three
 elements of the overall charge:

     a) developing a procedure for conducting in-depth examination of key future
        developments;

     b) demonstrating the procedure using example scenarios; and

     c) drawing implications and recommending actions to address  future ecological
        risks.                                                           &

In addition, the Committee was most concerned with longer time horizons (30 years or
more) since ecosystems impacts and responses are best considered on decadal time
scales. The time lag between imposition of stresses and ecosystem response creates
unique challenges for managers and policy makers, making futures analysis particularlv
important for managing ecological risks.

     The Committee based its approach on the principles developed in Reducing Risk:
     O A*!" If\ 1*1 ti&f /rr»tXT x 1^x1^9/>/.*!o +>"h»* ZrffM««^»AUU^ nu4,~f I")~. _.*	^."	/T™*T\ A  r\ A T% -w-i*-** ^^K **..*+.* -^
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Setting Priorities and Strategies for Environmental Protection (EPA-SAB-EC-9d-021)
and the Agency's Framework for Ecological Risk Assessment (EPA/630/R-92/001)  In
our report, we describe a conceptual model for futures analysis that combines the use of
future scenarios and the ecological risk assessment framework to provide a formalized
approach to assess future ecological risks.  EPEC was the only Committee that used both
a conceptual model and scenarios in its futures assessment. The specific scenarios
chosen are less important than the intellectual process of making assumptions about
critical drivers of change, exploring the possible impact of such changes on stressors and
ecpsystemsat risk, and evaluating risk management options to avoid or mitigate ecologi-
cal risks. This methodology can add value and broader perspective to a  wide range of
planning, budget, and rulemaking activities.
                                                                   Recyctod/Rocyctabto
                                                                   Printed with Soy/Canota Ink on p*>er that
                                                                   contains at loast 50% racyctodfeer

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     The Committee demonstrated the approach for futures analysis by applying it to
two scenarios of energy development ana consumption in the U.S.  As a result of this
exercise, we offer the following broad observations and recommendations:

     a) The conceptual model for futures analysis can and should be used routinely and
        systematically by the Agency to establish a broad, comprehensive perspective
        on future ecological risks.

        The intellectual exercise of developing and evaluating scenarios using the
        conceptual model led us to consider ecological consequences mat would prob-
        ably not have arisen during an unstructured brainstorming. For example, we
        concluded that a future with abundant, very low cost energy may bring greater,
        rather than fewer, ecological risks.  Such an effort would greatly enhance the
        Agency's ability to identify and evaluate emerging issues that pose the greatest
        ecological risks (and, by extension, risks to humans) and determine those issues
        for which the greatest risk reduction could be obtained per unit of funding or
        research effort.

     b) Futures analysis underscores the importance of focusing the national environ-
        mental agenda on protecting the integrity of ecosystems and landscapes.

        The ecosystem management paradigm, while still evolving, embodies the need
        to consider ecosystem products and services, the chemicaiand energy linkages
        within and between ecosystems, the importance to ecosystem health of human
        actions and policies,  and the integration of ecological and societal goals and
        constraints.

     c) Effective risk management requires information on societal goals and values,
        improved monitoring of resource status and trends, and the greater emphasis  on
        transfer of environmentally friendly technologies to  developing nations.

     d) The Committee reaffirms the conclusions in Reducing Risk that national eco-
        logical risks are dominated by larger-scale and longer-time issues, including
        global climate change, habitat alteration, ozone depletion, and introduction of
        exotic species.

     EPEC appreciates the opportunity to participate in the Environmental Futures
Project, and we would like to assist the Agency in developing and applying the concep-
tual model and the ecosystem management paradigm described hi this report. We look
forward to your response to our recommendations.
                                Sincerely,
/&/h4*t*>^^
   Dr. Genevieve M. Matanoski, Chair
   Executive Committee
                                             Dr. Raymond C. Loehr, Chair
                                             Environmental Futures Committee
   Dr. Mark A. Harwell, Chair
   Ecological Processes and
    Effects Committee
                                             Dr. Kenneth L. Dickson, Chair
                                             Environmental Futures Subcommittee
                                             Ecological Processes and
                                               Effects Committee

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                                            EPA-SAB-EPEC-95-003
                                                    March 1995
                 Prepared
                  by the
Ecological Processes and  Effects Committee
           Science Advisory Board
     U.S. Environmental Protection Agency
           Washington, DC 20460

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                                          Notice


       This report has been written as part of the activities of the SAB, a public advisory group providing
 extramural scientific information and advice to the Administrator and other officials of the U.S. Environmental
 Protection Agency (EPA). The SAB is structured to provide balanced, expert assessment of scientific matters
 related to problems facing the Agency. This report has not been reviewed for approval by the Agency and, hence,
 the contents of this report do not necessarily represent the views and policies of the EPA, nor of other agencies
 in the Executive Branch of the federal government, nor does mention of trade names or commercial products
 constitute recommendation for use.

     Seven reports were produced from the Environmental Futures Project of the SAB. The titles are listed
 below:

 (1)  Environmental Futures Committee                          EPA-SAB-EC-95-007
     [Title: "Beyond the Horizon: Protecting the Future with Foresight," prepared by the
     Environmental Futures Committee of the Science Advisory Board's Executive Committee.]

 (2)  Environmental Futures Committee                          EPA-SAB-EC-95-007A
     [Title: Futures Methods and Issues, Technical Annex to the Report entitled "Beyond the Horizon-
     Protecting the Future with Foresight," prepared by the Environmental Futures Committee of the
     Science Advisory Board's Executive Committee.]

 (3)  Drinking Water Committee                                 EPA-SAB-DWC-95-002
     [Title: " Safe Drinking Water Future Trends and Challenges," prepared by the Drinking Water
     Committee, Science Advisory Board.]

 (4)  Ecological Processes and  Effects Committee                  EPA-SAB-EPEC-95-003
     [Title: "Ecosystem Management: Imperative for  a Dynamic World," prepared by the Ecological
     Processes and Effects Committee, Science Advisory Board.]

 (5)  Environmental Engineering Committee                      EPA-SAB-EEC-95-004
     [Title: "Review of Environmental Engineering Futures Issues," prepared by the  Environmental
     Engineering Committee, Science Advisory Board.]

 (6)  Indoor Air Quality and Total Human Exposure Committee     EPA-SAB-IAQC-95-005
     [Title: "Human Exposure  Assessment: A Guide to Risk Ranking, Risk Reduction and Research
     Planning,"  prepared by  the Indoor Air Quality and Total Human Exposure Committee, Science
     Advisory Board.]

 (7)  Radiation Advisory Committee                             EPA-SAB-RAC-95-006
     [Title: "Report on Future Issues and Challenges in the Study of Environmental Radiation, with a
     Focus Toward Future Institutional Readiness by the Environmental Protection Agency," prepared
     by the Radiation Environmental  Futures Subcommittee of the Radiation Advisory Committee
     Science Advisory Board.]                                                             '

    Single copies of these reports may be requested  and obtained  from the SAB,  Committee
Evaluation and Support Staff (1400), 401 M Street, SW, Washington, DC 20460 or by FAX (202)
260-1889.

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                                        Abstract
     This report by the Ecological Processes and Effects Committee (EPEC) of the SAB was part of an
Environmental Futures Project that the Board conducted during FY 1994.  EPEC developed a conceptual
model showing the relationship between the assessment of future environmental problems and the process
of environmental risk assessment.  The model was evaluated by developing two scenarios, descriptions of
assumed possible future conditions, to reveal possible ecological consequences. EPEC concluded that the
model was valid and appropriate for use by the Agency in developing guidance for the analysis of future
environmental problems. They also noted that the process of considering possible future conditions and
the driving forces and societal decisions today that would lead to those problems was more critical than
the analysis. In addition, ecosystem management requires evaluations of very long-term trends, well
beyond human generation times. The results of this analysis contribute favorably to the conceptual model
and to an evolving ecosystem management paradigm that the Committee recommends the Agency
develop. Specific possible future problems and a glossary are also appended.

KEY WORDS: Futures Analysis,  Scenarios, Ecological Risk Assessment, Ecosystem Management

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                 U. S. Environmental Protection Agency
                          Science Advisory Board
             Ecological Processes and Effects Committee
                  Environmental Futures Subcommittee
 Chair
 Dr. Kenneth L. Dickson
 Institute of Applied Sciences
 University of North Texas
 Denton, TX

 Members
 Dr. William E. Cooper
 Institute of Environmental Toxicology
 Michigan State University
 East Lansing, MI

 Dr. Virginia Dale
 Environmental Sciences Division
 Oak Ridge National Laboratory
 Oak Ridge, TN

 Dr. Mark A. Harwell
 Rosenstiel School of Marine and Atmospheric Science
 University of Miami
 Miami, FL

 Dr. Robert J. Huggett1
 Virginia Institute of Marine Sciences
 College of William and Mary
 Gloucester, VA

 Dr. Anne McElroy
 State University of New York at Stony Brook
 Stony Brook, NY

 Dr. Frederic K. Pfaender, Director
 Carolina Federation for Environmental Studies
 University of North Carolina
 Chapel Hill, NC

 Dr. William H. Smith
 Professor of Forest Biology
 School of Forestry and Environmental Studies
 Yale University
 New Haven, CT

Dr. Terry F. Young
Environmental Defense Fund
Oakland, CA
'Dr. Huggett resigned from the SAB in April 1994.

                                         iii

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Science Advisory Board Staff
Ms. Stephanie Sanzone
Designated Federal Official
Science Advisory Board (1400F)
USEPA
401 M Street, SW
Washington, DC 20460
                                             IV

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                                        Contents



                                                                                       Page

 1.    Executive Summary [[[       I

 2.    Introduction [[[   2

 3.    Conceptual Model for Futures Analysis [[[ 3

 4.    Problem Formulation [[[    4
      4.1  Drivers [[[            4
      4.2  Stressors [[[        4
      4.3  Linkages Between Drivers and Stressors [[[ 5
      4.4  Ecological Endpoints [[[         5

 5.    Risk Characterization [[[           7

 6.    Risk Management [[[          g

 7.    Example Scenarios [[[            9
      7.1  Low-Cost Energy  Scenario [[[        9
          7.1.1  Primary and Secondary Drivers [[[ '9
          7.1 .2  Driver/Stressor Linkages [[[      9
          7.1.3  Ecological Endpoints [[[ 9
          7.1.4  Risk Management [[[ 10

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                                          1.  Executive Summary
 The Ecological Processes and Effects Committee (EPEC) of
 the EPA Science Advisory Board (SAB) developed a
 methodology and then applied it to examine the ecological
 consequences of future human activities.  The Committee
 based its approach on the principles developed in Reducing
 Risk: Setting Priorities and Strategies for Environmental
 Protection (EPA-SAB-EC-90-021) and the Framework for
 Ecological Risk Assessment (EPA/630/R-92/001).

 The conceptual model for futures analysis provides a
 methodology for developing and evaluating future scenarios
 by 1) making assumptions about driving forces and resource
 use (the ultimate causes of change); 2) identifying the
 interactions among drivers, stressors, and ecological end-
 points; 3) delineating the causes and effects of environmental
 changes; and 4) exploring ways in which management
 actions can avoid, influence, or mitigate environmental risks.
 Comparing a series of scenarios can help to define "no
 regrets" actions that provide benefits under a wide range of
 scenarios, encourage the development of a strategic vision,
 and promote timely responses  to unforeseen events.

 The Committee evaluated the approach for futures analysis
 by applying it to two scenarios of energy development and
 consumption in the U.S. These scenarios (Low-Cost Energy
 Scenario and Oil Depletion Scenario) illustrate how the
 approach can be applied to identify the key components of
 environmental problems and consider how risks can be
 managed.  Development and analysis of future scenarios are
 also recommended in the Technical Annex for the Environ-
mental Futures Project (EPA-SAB-EC-95-007A).

Based on its futures exercise, the Committee developed the
following conclusions and recommendations:

    a)   The conceptual model for futures analysis, which
        combines the use of scenarios and the analytical
        framework for ecological risk assessment (ecorisk
        framework), provides a formalked approach to
        assess future environmental risks.

   b)   This approach,  when applied to two scenarios
        making assumptions about the cost and availability
        of energy, revealed possible ecological conse-
     quences that probably would not have been deter-
     mined through an unstructured brainstorming.

     For example, in the Low-Cost Energy Scenario, the
     availability of abundant, low-cost energy was
     considered to result in expansion of human popula-
     tions into previously minimally disturbed areas and
     increased per capita consumption, causing an
     increase in habitat fragmentation, biological
     depletion, and polluting by-products. In addition,
     light and noise pollution were predicted to become
     significant sources of ecological stress. Thus, a
     very low-cost energy future is not necessarily a
     "green" one.

 c)   Futures analysis reaffirms the importance of
     focusing the national environmental agenda on
     protecting the integrity of ecosystems and land-
     scapes. The ecosystem management paradigm,
     while continuing to evolve, embodies the need to
     consider ecosystem products and services, the
     chemical and energy linkages within and between
     ecosystems, the importance to ecosystem health of
     human actions and policies, and the integration of
     ecological and societal goals and constraints.

 d)   Ecosystem management requires a larger-scale and
     longer-term perspective than typical human
     planning scales. However, management goals
     formulated on a regional or landscape scale must be
     implemented on a "local"  scale by numerous public
     and private sector entities.

e)  Effective risk management using futures analysis
    requires information on societal goals and values,
    improved monitoring of resource status and trends,
    and greater emphasis on transfer of environmentally
    friendly technologies to developing nations.

f)   The Committee reaffirmed the conclusions in
    Reducing Risk that national ecological risks are
    dominated by larger-scale  and longer-time issues,
    including global climate change, habitat alteration,
    ozone depletion, and introduction of exotic species.

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                                               2. Introduction
In July 1993, EPA Administrator Carol Browner requested
that the SAB undertake an initiative, termed the Environ-
mental Futures Project, to advise the Agency on ways to
identify future environmental problems and provide the
SAB's perspective on emerging environmental issues.  The
SAB Executive Committee consequently formed the
Environmental Futures Committee (EFC) to direct the
effort. The EFC requested the standing committees of the
SAB to address the charge for areas of their particular
expertise and interest and to produce separate reports that
would supplement the overall report on Environmental
Futures to be written by the EFC.

The charge to the EFC consisted of the following compo-
nents:

     a) develop a procedure for conducting a short- and
        long-term scan of future developments that will
        affect environmental quality and the nation's ability
        to protect the environment;

     b) conduct as comprehensive a scan as practical to
        identify such important future developments;

     c) choose a limited number of short- and long-term
        future developments for in-depth examination;
     d) develop a procedure for conducting in-depth
        examination of key future developments;

     e) apply the procedure; and

     f) draw implications for the Agency from the in-depth
        examination of future developments and recom-
        mend actions for addressing them.

The EPEC held three public meetings, in January, February,
and June of 1994, to discuss the Environmental Futures
Project. EPEC has primary interest and expertise in assess-
ing the ecological consequences of human activities.  The
Committee's contribution to the Environmental Futures
Project focuses primarily on the last three components of the
charge, although a discussion of ecological issues for the
future is also included (Appendix B). In addition, the
Committee was most concerned with longer term horizons,
since ecosystem impacts and responses are best considered
on decadal time scales (20 to 30 years, or more). Because of
the time lags between imposition of stresses and ecosystem
response, protection and management of natural systems
raise issues of intergenerational equity; the policies and
practices of one generation have strong impacts on future
ecosystem values for succeeding generations.

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                             3.  Conceptual Model for Futures Analysis
 The Committee adopted an approach for futures analysis
 based on the principles developed in Reducing Risk: Setting
 Priorities and Strategies for Environmental Protection
 (EPA-SAB-EC-90-021) and the Framework for Ecological
 Risk Assessment (EPA/630/R-92/001). In Appendix A of
 Reducing Risk, a matrix approach was used to evaluate the
 intensity of potential ecological effects, the uncertainties of
 these estimates, the type of ecological responses, and the
 time scales for ecosystem recovery following removal of the
 stressors. This approach provides a rational basis for evaluat-
 ing ecological problems at various spatial scales (e.g., local,
 regional, and global) and temporal scales (e.g., 20 years, 100
 years, and 1000 years). Similarly, the Framework for
 Ecological Risk Assessment, orecorisk framework, provides
 a process for analyzing stressors and effects, characterizing
 risks, and examining consequences of risk management
 decisions. The premise of the ecorisk approach is that
 adverse ecological effects occur as a result of exposure to
 one or more stressors.

 The conceptual model for futures  analysis posed by the
 Committee (Figure 1) provides a methodology for evaluating
                               future scenarios (developed using assumptions about
                               driving forces) by 1) identifying the interactions among
                               drivers (ultimate causes of change), stressors, and ecologi-
                               cal endpoints; 2) delineating the causes and effects of
                               environmental changes; and 3) exploring ways in which
                               management actions can avoid, influence, or mitigate
                               environmental risks. Comparing a series of scenarios can
                               help to define "no regrets" actions that provide benefits
                               under a wide range of scenarios, as well encouraging the
                               development of a strategic vision, and promoting timely
                               responses to unforeseen events.

                               Subsequent sections of this report describe the components
                               of the conceptual model for futures analysis and its applica-
                               tion in two example scenarios of energy development and
                               consumption in the U.S. These scenarios  illustrate how the
                               approach can be applied to identify the key components of
                               environmental problems and how risks can be managed.
                               This exercise is the basis for recommendations in Section 8
                               for research and monitoring that would improve the
                               Agency's ability to address future environmental problems.
                                                    Problem Formulation
                       Drivers
               Primary
            Influence
            Drivers
Resource Use
                                                    Stressors
      Regulate
      Use
                                                  Ecosystems at Risk
                                                                             Ecological Endpoints
Manage
Exposure
     Risk
Characterization
                                                                            Risk Management
Restore
Ecosystems
Figure 1. Conceptual Model for Futures Analysis.

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                                        4. Problem Formulation
4.1     Drivers
The first step of the scenario-building process is to define the
"drivers"-- i.e., the major variables that determine trends in
resource use and disturbance. Like the drivers that are
commonly used to formulate societal, economic, and
political scenarios, the primary drivers of ecological change
are anthropogenic factors that affect ecological stressors.
These drivers include human population characteristics,
consumption per capita, globalization of the economy,
technology, education, and environmental laws and policies.
Of course, the primary drivers may differ depending on the
issue and the temporal and spatial scales of interest.

While it is useful to begin with broadly defined categories of
drivers, the Committee found it helpful to consider more
detailed subcategories of these  primary drivers in order to
create a more focused scenario. For example, assumptions
about human population growth and distribution might
include increasing proportions of urban, as opposed to rural,
populations worldwide. Similarly, assumptions about
technology development and use might include broader use
of existing industrial technologies in the developing world or
development of more environmentally benign technologies
distributed globally.

The Committee also recognized that each of the primary
drivers affects patterns of resource use and availability. The
latter, termed "secondary drivers" to acknowledge that they
are dependent variables, may also be used to develop
scenarios and determine linkages between the drivers and
stressors. Relevant primary and secondary drivers for a
global-scale, 30-year scenario are given in Table 1. For
example, rapid human population growth might cause
competition for water resources, both for agricultural and
domestic use. Similarly, broader use of existing industrial
technologies in less-developed nations may cause increased
use and depletion of oil resources.

When developing a future scenario, it is important to identify
the broad categories of primary and secondary drivers that
are relevant to the chosen temporal and spatial scales,  then to
make focused assumptions about each of the drivers. The
benefit of considering the effects of the primary drivers on
each of the categories of secondary drivers is to develop
scenarios that encompass situations outside of the universe
of standard predictions. Recording these assumptions helps
assure internally consistent scenarios.

4.2      Stressors
After the initial scenario is developed, the implications of the
scenario for ecological systems can be evaluated using the
ecorisk framework, i.e., identifying the causes of ecological
change or damage, termed "stressors," and evaluating  the
effects of these stressors on relevant ecosystems and ecosys-
tem components. The Committee examined the stressors
identified in Reducing Risk as being most significant in
Table 1. Drivers of Ecological Change for a Global-Scale, 30-Year Scenario
     Primary Drivers
                     Secondary Drivers
     -human population growth, distribution, and age structure
             agricultural expansion
             urbanization
     —resource utilization per capita
     -economic structure
             globalization of the economy
     -technology
             development of more benign technologies
             broader use of existing industrial technologies
     -education
             increasing environmental ethics and stewardship
     -government laws and policies
             public/private resource ownership
             Third-world environmental institution development
                 -patterns of resource use and availability
                        land
                        water
                        air
                        biomass
                        minerals
                        energy

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 influencing future environmental problems and concluded
 that they pose the greatest risks to the integrity and
 sustainability of ecosystems. Thus, the Committee used the
 list of stressors in Reducing Risk, with a few modifications,
 as the starting point for translating future scenarios into
 predicted ecological effects (Table 2).

 Refinement of the stressor list for specific temporal and
 spatial scales, as well as for particular scenarios, may be
 useful. For example, in evaluating the "Low Cost Energy"
 Scenario, described in Section 7.1, the Committee identified
 light pollution, electromagnetic fields (EMF), and noise
 pollution as significant potential future stressors.

 4.3     Linkages Between Drivers and Stressors
 Each of the drivers (primary and secondary) may influence
 ecological stressors. In order to determine the relationships
 between the anthropogenic drivers and the ecological
 stressors and to determine which effects are the most
 significant, the Committee found it useful to develop a
 matrix showing both the strength and direction of each
 linkage.

 A sample matrix for the global, 30-year time scale is shown
 in Table 3. For each driver and stressor, the strength of the
 linkage or association was classified as high, medium, or
 low, and the direction of the 'linkage was characterized as
 positive, negative, or positive/negative (scenario-dependent).
 For example, an increase in the rate of human population
 growth would likely be strongly related to an increase in
 habitat loss, while stabilization of population growth would
 be strongly related to a decrease in the rate of habitat loss.
 For this reason, the linkage is characterized as high/positive.
 In contrast, increasing education levels would be expected to
 have little effect on climate change, but the small effect
                       might be to decrease it (a low/negative association). In cases
                       where the effect might be either to increase or decrease the
                       stressor, depending upon the particular assumptions of a
                       scenario, the indeterminate positive/negative designation was
                       used.

                       In this example, the matrix displays the linkage with primary
                       drivers, and assumptions regarding the secondary drivers are
                       implicit; a similar matrix developed using secondary drivers
                       would be equally informative. Similarly, although only the
                       major categories of stressors were used in the current
                       example, particular scenarios might suggest the use of the
                       longer, disaggregated list of stressors (Table 2).

                       4.4     Ecological Endpoints
                       The concept of ecological endpoints (also termed assessment
                       endpoints) is to identify particular attributes of ecological
                       systems that can be used to characterize the health of an
                       ecosystem. A suite of ecological endpoints is necessary,
                       explicitly cutting across organizational hierarchy; i.e., at
                       population, community, ecosystem, and landscape levels
                       (Table 4). These endpoints are ecological characteristics, but
                       they are selected to include both ecologically important
                       features (e.g., biodiversity, primary productivity, critical
                       species) and those that are important to humans (e.g.,
                       endangered, aesthetic, nuisance, or economic species).
                       However, not all endpoints are necessary for every system
                       and stress situation. Ideally, a set of ecological endpoints
                       should be identified such mat a significant change in one or
                       more ecological endpoints indicates a change in the health of
                       the ecosystem. Conversely, changes in ecological health
                       should change one or more endpoints. Changes in ecological
                       endpoints may be measured directly or assessed indirectly
                       using ecological indicators (also termed measurement
                       endpoints).
Table 2. Initial List of Drivers, Stressors, and Ecological Endpoints
 Drivers
                                       Environmental Stressors1
                                                                                  Ecological Endpoints
 1.  Government policies
 2.  Population growth/distrib
 3.  Globalization of economy
 4.  Distribution of wealth
 5.  Consumption per capita
 6.  Education
 7.  Energy
 8.  Urbanization
 9.  Water availability
10.  Environmental ethics
11.  Resource ownership
12.  Resource depletion
13.  Agriculture
14.  Technology
15.  War
 1. Global climate change
 2. Habitat alteration
 3. Stratospheric ozone/UVb levels
 4. Herbicide/pesticide use
 5. Toxics in surface water
 6. Acid deposition
 7. Airborne toxics
 8. Nutrients
 9. Biochemical oxygen demand
10. Turbidity
11. Oil
12. Groundwater contamination
13. Radionuclides
14. Acid inputs to surface water
15. Thermal pollution
16. Exotic species introduction
1.  Ecological condition
     -species
     -population
     -community
     -ecosystem
     -landscape/region
2.  Habitat quality/quantity
3.  Biodiversity
4.  Productivity
5.  Products and services
6.  Welfare/vista/aesthetics
'Modified from Reducing Risk: Setting Priorities and Strategies for Environmental Protection (EPA-SAB-EC-90-021).

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While the structure and criteria for selecting ecological
endpoints can be specified in generic terms, particular
ecological endpoints for any environmental problem are
ecosystem- and often stress-specific. For example, the
endangered species of concern differ with the ecosystem at
risk and the stress the ecosystem experiences. Thus, the
problem formulation stage of ecorisk assessment includes
identifying the specific ecosystems at risk and ecological
endpoints to be used for evaluating the status and trends of
the health of the ecosystem.
Table 3. Strength of Linkages Between Drivers and Ecological Stressors (Global Scale, 30 Years)

                                                             Stressors
Drivers
Population
Consumption
per capita
Globalization
of economy
Technology
Education
Environmental
laws and
policies
Climate
Change
H +
H +
M+/-
MW-
L-
H+/-
Habitat
Loss
H +
H +
HW-
M/H +/-
M/H-
HW-
uvb
Levels
L +
L +
L-
L-
L-
H-
Pesticide
Use
H +
L +
H+/-
H+/-
M-
HW-
Pollution
H +
H +
MW-
M+/-
M-
HW-
Nutrient
Enrichment
H +
H +
LW-
M+/-
L-
H+/-
Introduction
of Exotic
Species
L +
M +
H +
H +
M-
LW-
 Key: H, M, L - high, medium, or low degree of association; +/- means the driver increases or decreases the stressor.
 Table 4. Categories of Ecological Endpoints1
 Human Health and Welfare Concerns
     vectors for exposure to humans of diseases or toxics (e.g., distribution of disease-bearing insects)

 Species-Level Endpoints
     species of concern selected based on having one or more of the following characteristics:

        Direct Interest
          -economic, aesthetic, recreational, nuisance, or endangered species

        Indirect Interest
          -interactions between species (e.g., predation, competition, or parasitism)
          -habitat role  (e.g., physically dominant species such as mangrove tree species)
          -ecological role
          —trophic relationships
          -functional relationships
          -critical species (e.g., keystone species that affect overall trophic structure or control important ecological processes)

 Community-Level Endpoints
          -food-web structure
          -species diversity of ecosystems
          -biotic diversity of ecosystems

 Ecosystem-Level Endpoints
          -ecologically important processes (e.g., decomposition, nutrient recycling)
          -economically important processes (e.g., wastewater treatment)
          -water quality
          -habitat quality

 Landscape-Level Endpoints
          -mosaic of ecosystem types (e.g., relative coverage of plant communities)
          -corridors for migration (e.g., habitat for endangered species)
          -spatial and temporal patterns of habitat (e.g., timing of and location of wetland areas necessary for bird nesting)
          -feedbacks to regional- and global-scale physical systems (e.g., albedo, evapotranspiration, or sources of biogenic gases)

 1Modified from Harwell et al., 1990.

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                                        5.  Risk Characterization
After determining the relevant drivers and stressors, and
evaluating the linkages between them, the next step in the
conceptual model is to evaluate how the set of stressors
translates into ecological responses and effects.  As de-
scribed in the previous section, ecological endpoints should
be selected collectively to describe an ecosystem across a
hierarchy of spatial, temporal, and organizational scales
appropriate to the particular scenario under consideration.
Since species-level endpoints will be ecosystem-specific and
ecological endpoints are generally not stressor specific (i.e.,
endpoints are characteristics to describe ecological condition,
not specific indicators of the presence or effects of a specific
stressor), a matrix of stressors and ecological endpoints
would likely have all cells filled in, as the effects of a
stressor are likely to transcend ecological hierarchy.
The methodology proposed in the conceptual model (Figure
1), therefore, is to make the stressor-endpoint linkage by first
identifying ecosystems at risk.  For a given scenario, the
ecosystems at risk can be identified by determining the
spatial extent and co-location of a stressor and the environ-
ment.  Based on the specific ecosystems at risk, appropriate
ecological endpoints can then be selected to evaluate the
condition and anticipated change of condition under the
scenario, and specific measurements or indicators can be
identified that need to be monitored. Monitoring changes in
ecological condition of the ecosystems at risk then provides a
basis for adjusting the management of drivers and/or
stressors to achieve environmental goals.

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                                          6.  Risk Management
A logical outcome of using the conceptual model for futures
analysis to evaluate a particular scenario is identification of
the risks associated with the specific problems defined and
possible risk management strategies. In the conceptual model
(Figure 1), we have identified four types of risk management
options:

    a) Influence Drivers: the risk may be managed by
       impacting the primary drivers of environmental
       change. Examples of this approach include changes
       in regulatory policy, incentives for technology
       development, and international agreements to
       enhance globalization of the economy (e.g., North
       American Free Trade Agreement, General Agree-
       ment on Tariffs and Trade).

    b) Regulate Resource Use: risks can be reduced at the
       level of resource utilization through controls on
       resource use, e.g., land-use planning, energy utiliza-
       tion controls, water allocation, and timing of re-
       source use.

    c) Manage Exposure: this type of control impacts the
       stressors by limiting exposure of specific ecosystem
       components to stress. This can be accomplished, for
       example, by a variety of innovative technologies that
       either prevent pollution (via process modification or
       material substitution) or control the release of
       materials that can impact the ecosystem (e.g.,
       seasonal wastewater releases to minimize exposure
       to critical life stages, changes to aircraft flight
       patterns).

    d) Restore Ecosystems: this type of management applies
       to the specific ecosystems at risk, as identified by the
       targeting of where the stressors will impact. Restora-
       tion includes a variety of remediation technologies,
       as well as reintroduction of endangered species,
       revegetation, etc.
The selection of risk management options using the concep-
tual model must also incorporate information on societal
values and goals, environmental research and monitoring,
and environmental education:

   a) Societal Values and Goals: public perceptions of
      values and goals for an ecosystem will impact how
      the risks are characterized, what ecological endpoints
      are identified as important, and which risk manage-
      ment strategies are likely to be most effective. Most
      often these goals will be implied since a clear
      statement is rarely available.

   b) Research: in many cases the necessary information
      will not be available to characterize a risk or define
      what portions of an ecosystem will be impacted by a
      particular stressor. In these cases, research will be
      required to generate the information.

   c) Monitoring: to assess changes in drivers and/or
      stressors realistically, as well as to evaluate the
      impact of risk management strategies, it will be
      necessary to have data on the status and trends of
      specific ecological parameters. The conceptual model
      for futures analysis assumes that the status of the
      resource is known. It may be necessary, therefore, to
      obtain additional data in order to construct and
      evaluate various futures scenarios.

   d) Education: an important component of risk manage-
      ment is technology transfer, education, and training
      for the public and private sector on environmental
      issues. Education and risk communication play an
      important role at all points in the conceptual model as
      a mechanism for changing public values and behav-
      ior.

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                                           7. Example Scenarios
 In order to demonstrate the application of the conceptual
 model for futures analysis, the Committee formulated two
 scenarios focusing on alternative assumptions regarding
 energy development. More surprising, and therefore more
 useful, results would probably be generated from a set of
 scenarios with varying assumptions about multiple drivers.
 Nonetheless, even the two example scenarios yielded
 unpredicted and useful conclusions.

 7.1     Low-Cost Energy Scenario

 7.1.1   Primary  and Secondary Drivers
 In the Low-Cost Energy Scenario, the Committee adopted
 the 30-year, regional scale (North America) for assessing
 effects and assumed that a major energy technology
 breakthrough in unexpected fields such as fusion power,
 plasma energy generation, or renewable energy would result
 in energy costs significantly lower than those of today.
 Minimal changes in current trends were assumed for the
 other primary drivers:

    a) human population: population increases would
       continue at current rates, although distributions
       might change;

    b) consumption per capita: resource consumption per
       capita would increase;

    c) globalization of the economy: fundamental changes
       in economic  structure and processes would not
       occur, aside from continuation of the current trend
       towards removal of trade barriers; and

    d) education: education levels, including perceptions of
       environmental ethics, and government laws and
       policies would remain similarly unchanged.

The effects of the primary drivers on resource use and
availability (the secondary drivers) are dramatic. Limits on
water resources in arid regions would be largely removed
because very low-cost energy would allow both desalination
and widespread transport of water. Similarly, patterns of
land use would change dramatically with the advent of low-
cost transportation. As a result, human populations would
spread to areas, particularly in the west, which are currently
sparsely inhabited; most privately owned (but currently
undeveloped) lands would be developed for business or
recreational purposes; and increasing leisure time would
result in greater human intrusion on publicly owned lands.
Competition for and  use of both biomass and mineral
resources would increase, as a result of the "ruralization" of
 the population and concomitant construction, as well as a
 general increase in the standard of living. In other words,
 eliminating the current constraints to consumption,
 transportation, water use (and so forth) currently imposed
 by energy availability and price would cause North
 Americans to expand and consume more.

 7.7.2   Driver/Stressor Linkages
 To evaluate the effects of the Low-Cost Energy Scenario
 on ecological stressors, the Committee developed a driver/
 stressor matrix that summarizes the predominant effect of
 the scenario on each of the stressors (Table 5). The
 development of a new energy technology was predicted to
 reduce air emissions associated with the use of fossil fuels
 (e.g., carbon dioxide, SOx, and NOx) thus decreasing
 climate change and air quality stressors. On the other hand,
 increased availability of energy and potable water was
 predicted to promote expansion of human populations into
 areas that are currently minimally disturbed. The spread of
 human development, in combination with increased  per
 capita consumption, would increase habitat fragmentation,
 noise and light pollution, introduction of exotic species,
 and water pollution. In addition, electric and magnetic
 fields associated with electric devices, power lines, and
 wiring would be more prevalent and more widely distrib-
 uted in the environment. Although the human health and
 ecological effects of exposure to EMF are not yet clear, the
 exposure would be greatly increased under this scenario.

 7.1.3   Ecological Endpoints
 The Committee then considered ecosystems at risk under
 the Low-Cost Energy Scenario and selected ecological
 endpoints of concern. Under this scenario, cheap energy
 would increase water availability and reduce transportation
 costs so that people could live in areas currently considered
 inhospitable. Thus, desert and high mountainous systems
 would be at risk to intense habitat degradation. In general,
 any non-urban, terrestrial system would be at risk. In
 contrast, there would be fewer atmospheric impacts (e.g.,
 air pollution from burning of fossil fuels) and coastal
 impacts (e.g., sea level rise associated with global warm-
 ing, habitat destruction associated with oil spills or
 terminal construction, and discharges from coastal popula-
 tion centers).

 Species that would be negatively affected under this
 scenario include those that live in xeric or high elevation
environments, species with large home ranges (because of
fragmentation of the natural landscape), nocturnal species
(because of increased light pollution), and species highly

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Table 5. Linkages Between Drivers and Ecological Stressors: Low-Cost Energy Scenario
                                                           Stressors


Drivers

Climate
Change

Habitat
Alteration
Toxics in
Surface
Waters

Acid
Deposition

Airborne
Toxics

Nutrient
Enrichment
Acid Inputs
to Surface
Oil Waters

Thermal
Pollution

Exotic
Species
E
M
F
 Technology
  development   H-
H+/-
H+
                       H-
                                 H-
                                M+/-
                                                    H-
H-
                                                                        H+
                                                                      H+
                           H+
 Key: H, M, L = high/medium/low degree of association; +/- means the driver increases or decreases the stressor.
 Assumptions
  climate change:
  habitat alteration:
  toxics in surface waters:
  acid deposition:
  airborne toxics:
  nutrient enrichment
  oil:
  acid inputs to surface water:
  thermal pollution:
  exotic species introduction:
  EMF:
  greatly reduced use of fossil fuels, so reduced carbon dioxide emissions from that source
  reduce stress from energy extraction, but increase stress from expansion of human populations
  abundant, low-cost energy increases production by other polluting industries, speeds cycling of chemicals
  greatly reduced use of fossil fuels, so reduced SOX/NOX from that source
  greatly reduced use of fossil fuels
  changes in population distribution will expand areas experiencing anthropogenic nutrient enrichment
  reduced extraction and transport of fossil fuels
  greatly reduced use of fossil fuels
  greater energy use
  more travel would increase opportunities for exotic species transport/introduction
  expect more power generation and wider distribution systems
sensitive to noise pollution. Some beneficial impacts on
natural productivity would occur as a direct result of plastics
being used more commonly. For example, plastics would
replace some use of wood products that would lessen
harvesting pressure on old-growth timber stands. In general,
however, terrestrial ecosystems would be relatively  more
impacted than aquatic/coastal ecosystems.

7.1.4  Risk Management
The greater terrestrial impacts of the Low-Cost Energy
Scenario would require more information on how terrestrial
systems interact. In particular, more information would be
needed on landscape processes (e.g., how large do preserved
areas need to be? how can buffers and corridors be effec-
tively designed to preserve species at risk from habitat loss?)
Possible risk management options in the four categories
discussed in Section 6 include the following:
    a) Influence Drivers: Important drivers in this scenario
      would be technology development and government
      policies. Therefore, incentives to produce environ-
      mentally friendly technologies would mitigate
      negative ecological effects. Government policies to
      protect land areas at risk would also be beneficial.
    b) Regulate Resource Use: Improved ecosystem
      management, for example via land use regulations,
      could protect habitats at risk. Regulation of water
      redistribution would also be important. In addition,
      increased taxation might be used to raise the  cost of
      energy.
    c) Manage Exposure: Control toxics in surface  waters,
      nutrients, thermal pollution, EMF, light pollution, and
      noise pollution.
                                     d) Restore Ecosystems: Clean up/restore areas impacted
                                        by prior oil transport and extraction activities (e.g.,
                                        coastal wetlands).

                                 7.7.5   Insights Gained
                                 Perhaps the most significant outcome under the Low-Cost
                                 Energy Scenario was the predicted dramatic increase in the
                                 rate of habitat loss and biological depletion resulting from
                                 human intrusion into areas previously protected indirectly by
                                 resource limitations. In other words, the decrease in ecologi-
                                 cal stress related to extraction and use of fossil fuels would
                                 be more than offset by stresses resulting from the spread of
                                 human activities into previously undisturbed or minimally
                                 disturbed areas. Extensive fragmentation of terrestrial
                                 ecosystems was predicted, which would put particular
                                 pressure on species with large home ranges. Nocturnal
                                 animals would be stressed by continuous nighttime light
                                 pollution from ubiquitous human settlements.

                                 Similarly, the future appeared increasingly polluted. Energy
                                 and water limits would no longer constrain the extraction or
                                 harvest of resources, nor constrain industrial processes. As a
                                 result, consumption of most products would increase,
                                 thereby increasing polluting by-products.

                                 In short, a future with abundant, low-cost energy is not
                                 necessarily a "green" one.

                                 7.2     Oil Depletion Scenario

                                 7.2.7  Primary and Secondary Drivers
                                 In order to place bounds on the effects of energy develop-
                                 ment as a driver, the Committee developed a second sce-
                                                         10

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 nario, the Oil Depletion Scenario, which considers the
 ecological impacts of a high-cost energy future. In the Oil
 Depletion Scenario, the Committee assumed that global
 crude oil resources would be seriously depleted in a 30+ year
 timeframe and that new sources of energy or technology
 other than that currently available would not be developed.
 The use of nonrenewable resources ultimately leads to
 depletion of those resources and a shift to alternative
 materials or processes in order to satisfy needs or demand.
 Such is the case with natural liquid petroleum hydrocarbons
 (crude oil), which is being extracted at rates that will result
 in severe resource depletion over the next 30 to 50 years.
 With increasing world population and concurrent developing
 economies, it is likely mat demand for petroleum products
 will increase and that the rate of crude oil depletion will
 accelerate.

 The effects of oil depletion on resource use/availability
 (secondary drivers) will be several. As crude oil resources
 diminish, prices will increase and marginal oil fields will
 become profitable and will be brought on line. The pressure
 to exploit fields in areas that are now protected because of
 sensitive or fragile environments will also increase (e.g.,
 areas along the Mid-Atlantic continental shelf or in Alaska).
 In addition, increasing volumes of surface waters will be
 injected underground in order to raise oil yields. Rising oil
 prices will also result in alternate sources of energy becom-
 ing profitable, necessary, and implemented. These will
 probably include an increase in nuclear power generation,
 greater use of coal, and the extraction of hydrocarbons from
 oil shale, all of which have associated environmental
 problems.

 As alternative sources of energy come into greater use, the
 economic benefits and environmental risks will shift region-
 ally and institutionally, reflecting resource ownership
 patterns (e.g., use of coal deposits in China and India, oil
 shale deposits in Siberia, and oil and gas resources in the
 China Sea). While rising energy costs could result in a
 decline in per capita consumption, which in turn would have
 positive ecological effects by reducing polluting and re-
 source extraction, the scenario assumes that the effect of this
 driver would be  slight because of the relatively inelastic
 consumer demand for energy.

 7.2.2   DriverlStressorLinkages
 The expected effects of the Oil Depletion Scenario drivers on
 the dominant ecological stressors were evaluated by con-
 structing a driver/stressor matrix (Table 6). The key stressors
 under this scenario are contamination of air, ground and
 surface waters, and habitat alteration. Sources of pollution
 include radioactive nuclear waste, formation water from oil
extraction, and wastes and emissions associated with use of
coal and oil shale. The composition of the wastes is largely
unknown but will surely include polynuclear aromatic
hydrocarbons (PAH), some of which are know mammalian
carcinogens, in addition to trace metals (e.g., mercury) and
natural radioactivity.
 7.2.3   Ecological Endpoints
 Under the Oil Depletion Scenario, oil field development
 activities would disrupt large marine ecosystems associated
 with the Mid-Atlantic continental shelf, the China Sea, and
 wilderness areas of Alaska. Mining of oil shale deposits in
 Wyoming and Siberia, lignite in the southwestern U.S., and
 coal in China and India would threaten the integrity of
 relatively pristine and protected areas because of strip mining
 and deforestation. Transportation of crude and refined
 hydrocarbons will place at risk those coastal ecosystems near
 loading/unloading terminals, thus threatening a diverse group
 of species ranging from commercially important fish to
 caribou.

 7.2.4   Risk Management
 Research should be conducted to determine the ecological
 risks from developing alternative energy sources such as
 coal, oil shale, and lignite in anticipation of their greater use
 as oil prices rise. Possible risk management options to
 minimize the ecological impacts under this scenario include:

    a) Influence Drivers:  although resource depletion is
       identified as the  primary driver in the scenario, there
       are opportunities to manage risks by influencing
       related drivers such as technology development (e.g.,
       technologies to minimize risks from extraction of
       alternative sources of hydrocarbons fuels) and
       government  policies (e.g., revise water and land use
       laws and policies to improve water management and
       allocation among competing needs).

    b) Manage Exposure: site loading/unloading terminals
       for hydrocarbons away from sensitive coastal
       resources such as wetlands and productive estuaries.

    c)  Restore Ecosystems: develop land restoration
       techniques to reclaim surface-mined lands.

 7.2.5   Insights Gained

 The plausibility of the Oil Depletion Scenario rests in its
 long-time scale;  the question is not whether crude oil
 resources, or other nonrenewable resources, will be depleted,
 but rather when. Placing the scenario well into the future
 allows policy makers to consider more effectively the
 implications of such depletion. For example, the scenario
 argues for a thoughtful discussion of the best uses for
 remaining crude oil  supplies, anticipation of geographic
 areas where public goals of preservation and oil extraction/
 use will come into conflict, and needed  research and technol-
 ogy development for using alternative sources of energy. In
 addition, the scenario highlights the truly global nature of the
 issue, since environmental effects from  depletion of finite
resources such as crude oil are often not in  the same geo-
graphic location  as the demand (i.e., risks and benefits fall to
different populations). Thus, our choices will be greatly
influenced by international markets, multilateral negotia-
tions, and information and technology transfer.
                                                        11

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Table 6. Linkages Between Drivers and Ecological Stressors: Oil Depletion Scenario


                                                                  Stressors
                                    Toxics in                                              Ground                       Acid  Inputs
               Climate    Habitat    Surface     Acid     Airborne                        Water                        to Surface
Drivers        Change   Alteration   Waters    Deposition   Toxics    Turbidity    Oil    Contamination    Radionuclides    Waters

Resource
 depletion         L+        H+         H+        H+         H+       H+       H+          H+              H+             H+


Key: H, M, L = high/medium/low degree of association; +/- means the driver increases or decreases the stressor.

Assumptions
  climate change:               switching to other fossil fuels, so carbon dioxide emissions not greatly affected
  habitat alteration:             increased exploration/extraction, use of biomass for energy
  toxics in surface waters:       increased exploration/extraction
  acid deposition:               greater coal use
  airborne toxics:               greater coal use
  oil:                           generally not available
  ground water contamination:   increased exploration/extraction
  radionuclides:                 increased exploration/extraction, greater use of nuclear power
  acid inputs to surface waters:   increased exploration/extraction (e.g., acid mine wastes), greater coal use
                                                               12

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                               8. Conclusions and Recommendations
 8.1     Benefits of Using the Conceptual Model
         for Futures Analysis

 The conceptual model for futures analysis described in this
 report combines the commonly used techniques for develop-
 ing future scenarios with the analytical framework that has
 been developed by the Agency to analyze ecological risks
 (the ecorisk framework). As a result, the technique can be
 used to explore the ecological impacts of future human
 activities. The benefits of routinely using a formalized
 approach to assess future environmental risks are evident
 from the results of the two scenarios explored by the
 Committee. For example, unstructured brainstorming about a
 future characterized by unlimited energy resources would
 probably  not have resulted in the Committee's strong
 conclusions regarding the importance of light and noise
 pollution  on ecosystems currently far from human develop-
 ment. Second, the process clearly identified "no regrets"
 actions, outlined in Sections 8.2 and 8.3, which could be
 pursued in light of either energy extreme (very low-cost or
 high-cost energy futures). Finally, the conceptual model
 includes explicit consideration of a variety of management
 actions that could be undertaken to prevent or mitigate
 predicted future risks.

 As part of the Environmental Futures Project, the Committee
 did not attempt individual ecological risk assessments for
 each identified stress and each ecosystem at risk for each
 scenario, as that would be well beyond the scope of the
 present activity. Rather, we have developed an approach that
 should be used in such a comprehensive exercise, and we
 strongly recommend that the Agency complete this exercise
 systematically to establish a broader and more comprehen-
 sive perspective on future ecological risks. Such an effort
 would greatly enhance the Agency's ability to identify
 emerging  issues that pose the greatest ecological risks (and,
 by extension, risks to humans) and determine those issues for
 which the greatest risk reduction could be obtained per unit
 of funding or effort.

 8.2    Management of Future Ecological Risks

 The scenario/futures analysis exercise reaffirms the conclu-
 sions in Reducing Risk that national environmental risks are
 dominated by larger-scale and longer-time issues, including
 global climate change  and habitat alteration. Moreover, these
 risks may  already in large part be foreordained by current
 trends. Therefore, the national environmental agenda needs a
dramatic shift in emphasis toward protecting the integrity of
ecosystems and landscapes to supplement the historical focus
on single-chemical, human-health risks; an ecosystem
 management regime should be developed that incorporates
 ecorisk principles as contained in the Agency's ecorisk
 framework.

 The ecosystem management paradigm, while still evolving,
 embodies numerous elements based on our current under-
 standing of ecosystem structure and function, including the
 need to consider ecosystem products and services, the
 chemical and energy linkages within and between ecosys-
 tems, the importance to ecosystem health of human actions
 and policies, the integration of ecosystems into landscapes
 and landscapes into regions, and the need better to under-
 stand ecosystem resilience and sustainability.

 Ecosystem management to avoid or mitigate future harm
 also requires a larger-scale and longer-term perspective, in
 which ecological time frames (e.g., generation times of forest
 trees) rather than human-perception times (e.g., time between
 elections) are followed. Moreover, landscape- and regional-
 scale issues are necessary to specify what mix of ecological
 systems are to be located where and what environmental
 health levels are  to be attained for each ecosystem in this
 management mosaic. This may require, for example,
 identification of certain locations or certain ecological
 systems to be selected for greater environmental alterations
 (e.g., agricultural areas, urban areas) in order for other areas
 to be afforded higher levels of protection from human
 stresses (e.g., national parks, wildlife refuges). This process
 occurs throughout the nation at present but is often the
 inadvertent result of policies or individual activities; in
 contrast, the ecosystem management approach is to do this in
 a systematic, risk-based, holistic framework that brings
 together into one picture both the ecological and the societal
 constraints and relationships.

 Although ecosystem management goals should be formu-
 lated with a regional/landscape perspective, implementation
 of these goals must occur at the "local" scale, with manage-
 ment units of relatively small size (e.g., watershed units) by
 numerous public and private sector entities. In many cases,
 this will require the development of new management tools
 that incorporate key ecosystem and habitat management
 principles.

In summary, components of a futures-oriented ecosystem
management system include:

   a) identification of ecosystems for various levels of
      protection (e.g., core/unmanaged and intermediate/
      buffer areas of protection, and areas with greater
      human use); this requires development of a shared
                                                       13

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      vision of the regional landscape and is not always
      compatible with the concept of "multiple use";

   b) management of the environment at regional spatial
      scales and intergenerational time scales, recognizing
      the characteristic heterogeneity in space and time of
      both ecological and societal systems;

   c) establishment of ecological endpoints for each
      ecosystem type in each area to evaluate the health and
      change of health of the systems;

   d) selection of goals for environmental condition for
      each ecosystem type and for each protection area
      based on both ecological considerations and societal
      values (i.e., explicit incorporation of humans as part
      of ecosystems, recognizing that ecological and
      societal sustainability are mutually dependent);

   e) identification and development of the human institu-
      tions, policies, and activities, relying on adaptive
      management and risk-based approaches based on the
      best science available, that need to be implemented in
      order to attain those ecological goals; and

   f) institution of long-term environmental monitoring/
      characterization studies to measure progress in
      attaining the ecological goals, and  continued research
      to reduce uncertainties.

8.3     Information Inputs to Risk Management

Effective risk management using the conceptual model for
futures analysis requires information on societal goals and
values, improved monitoring of resource status and trends
(including recurrent, high quality assessment of key indica-
tors of ecosystem health), and greater emphasis on transfer
of environmentally friendly technologies to developing
nations. New technologies must be systematically evaluated
with regard to risks and positive and negative impacts on
ecosystem values (both monetized and non-monetized). The
conceptual model for futures analysis is a suitable approach
for conducting this analysis. The Agency should also make a
strong commitment to provide education on the environmen-
tal risks and benefits of emerging technologies.

8.4     Use of Computer Simulation Games

As part of the Environmental Futures Project, the Committee
also explored the use of computer simulation games as an aid
to understanding the impacts of future environmental
problems. SimEarth:  The Living Planet, software by
MAXIS, is a computer game that projects maps and data on
vegetation types, dominant sentient beings, air and sea
temperatures for the Earth under varying scenarios using
simple models for the geosphere, atmosphere, biosphere, and
human civilization. While the Committee was frustrated by
the technical limitations of the SimEarth game (e.g., the
unrealistic initial conditions of the models, unrealistic rates
of change, and difficulty in identifying modeling assump-
tions from the game documentation), it did recognize the
utility for such a game in helping decision-makers explore
the ecological ramifications of future events.

The Committee encourages the Agency to pursue the use of
computer games in futures analysis, particular those games
that operate on ecosystem or regional scales. The gaming
exercise is not intended to replace the development of
scientifically rigorous models but to provide managers with
an easily accessible tool for considering the implications of
future developments. Careful consideration should be given
to the assumptions, spatial scale, time step, grid size, and
initial conditions of selected games. It may be useful to
develop simulation games focusing  on a select set of issues
in order to refine the intuition of scientists and policy-makers
about potential outcomes of particular future scenarios.
                                                       14

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                                         9.  References Cited
Harwell, M.A., C.C. Harwell, D.A. Weinstein, and J.R.        Science Advisory Board. 1990. Reducing Risk: Setting
   Kelly. 1990. Characterizing ecosystem responses to           Priorities and Strategies for Environmental Protection
   stress, pp. 91-115. In: Grodzinski, W., E.B. Cowling, A.I.      (EPA-SAB-EC-90-021).
   Breymeyer, A.S. Phillips, S.I. Auerbach, A.M. Bartuska,
   and M.A. Harwell (eds). 1990. Ecological Risks: Perspec-   U.S. Environmental Protection Agency. 1992. Framework
   tives from Poland and the United States. National             for Ecological Risk Assessment (EPA/630/R-92/001).
   Academy of Sciences Press. 415 pp.
                                                   R-l

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                                         Appendix A.  Glossary
Biological diversity: a measure of the variety and relative
    abundance of plants, animals, and microbes present in an
    ecosystem in terms of number of species and genetic
    diversity

Community: an assemblage of populations of different
    species within a specified location in space and time

Driver: a natural or anthropogenic force or agent of change
    that affects ecological stressors

Ecological  endpoint:  an explicit expression of the ecologi-
    cal characteristic that is to be protected, also known as
    an assessment endpoint

Ecological  risk assessment:  the process that evaluates the
    likelihood that adverse ecological effects may occur or
    are occurring as a result of exposure to one or more
    stressors

Ecosystem: the biotic community and abiotic environment
    within a specified location in space and time

Ecosystem management: integrated management of
    resources within the geographical boundaries of an
    ecosystem based on a knowledge of ecosystem function
    and explicit attention to human linkages to the ecosys-
    tem
Exposure:  co-occurrence of or contact between a stressor
    and an ecological component

Landscape: the pattern and distribution of natural and
    human land uses in an area

Risk characterization: a phase of ecological risk assess-
    ment that integrates the results of the exposure and
    ecological effects analyses to evaluate the likelihood of
    adverse ecological effects associated with exposure to a
    stressor

Scenario: a story about the future that is used as a tool for
    ordering one's perceptions about alternative future
    environments in which one's decisions might be played
    out

Stressor: any physical, chemical, or biological entity that
    can induce an adverse response
                                                     A-l

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                          Appendix  B.  Ecological Issues for the Future
The EPEC focused its efforts primarily on developing a
conceptual model/process for futures analysis. However,
during the development of the conceptual model and its
application to a range of energy scenarios, the Committee
identified a number of ecological issues that may be very
significant in the future. These issues can be organized into
five categories: Issues from Reducing Risk, Stressors
Causing Effects in the Near Term (0-30 years), Stressors
Causing Effects in the Longer Term (30+ years), Other
Possible Future Concerns/Stressors, Effects Caused by
Cumulative Stresses (Syndromes).

1. High Risk Problems Identified in Reducing Risk

The Committee reaffirms the importance, significance, and
relative ranking of the risks to ecological resources (i.e.,
Stressors) identified in Appendix A of Reducing Risk. Risks
that received high rankings included:

    a)  global climate change

    b)  habitat alteration and destruction

    c)  Stressors that cause loss of biological diversity

    d)  stratospheric ozone depletion

These four environmental problems continue to present high
risks to ecological systems and human welfare because the
geographical scale of all four is very large (regional to
global), the time that could be required to mitigate all four is
very long, and some effects are irreversible.

2. Stressors Causing Effects in the Near Term (0-30 years)
    a)  Habitat Alteration and Destruction - The greatest
       stressor to the world's biological resources is alter-
       ation and loss of habitat. Loss, degradation, and
       fragmentation of habitat associated with urbanization,
       land use changes associated  with agricultural and
       silviculture activities, and transportation stress
       terrestrial biota. Flow modifications, channel alter-
       ations, damming, siltation, and nutrient enrichment
       eliminate and degrade aquatic habitats, thus impact-
       ing aquatic biota.

    b)  Exotic Species - Accidental or misguided introduc-
       tion of exotic species (both plant and animal, terres-
       trial and aquatic) poses a significant  threat to endemic
       species and overall biodiversity. Introduced species
       often out-compete native species because of a lack of
       natural predators and disrupt the structure and
       functioning of ecosystems. Examples include zebra
       mussels in Lake Erie, Asiatic clam, kudzu, chestnut
       blight, Dutch Elm disease, water milfoil, hydrilla,
       mesquite, Japanese beetle, and sea lamprey. With
       globalization of the economy, a significant risk exists
       for an increase in the transport and introduction of
       exotic species. Development of transgenic species
       may pose a similar threat if not carefully evaluated
       and managed.

    c) Pollution - Persistent bioaccumulative chemicals,
       metals, some pesticides, and nutrients (phosphorous
       and nitrogen) continue to have adverse impacts on
       terrestrial, freshwater, and near-coastal ecosystems in
       many parts of the world. Bioaccumulative chemicals
       such as dioxin and polychlorinated biphenyls (PCBs)
       concentrate in top predators and can adversely affect
       growth, development, and reproduction of terrestrial
       and aquatic consumers. Metals in soil, sediments, and
       water can exert acute and chronic toxic effects on
       plants and animals. Continued use of highly toxic and
       persistent pesticides, particularly in developing
       countries, threatens ecological resources. Excessive
       use of fertilizers in urban and agricultural applica-
       tions is causing eutrophication of freshwater and
       near-coastal ecosystems that smothers habitats,
       encourages growth of nuisance organisms (e.g., "red
       tide"), and depletes dissolved oxygen.

    d) Over-Exploitation of Natural Resources - Adverse
       impacts on ecological systems from over-exploitation
       of natural resources are significant. Excessive
       withdrawals of ground water and surface water for
       irrigation, industrial use, and drinking water supply
       are  contributing to the spread of deserts in many parts
       of the world. Poor agricultural practices contribute to
       erosion and subsequent loss of soils. Over-exploita-
       tion of near-coastal and marine fisheries have
       decimated many stocks of fish. Nonsustainable
       harvesting of timber, particularly in the tropics, is
       causing unprecedented losses of biodiversity. Surface
       mining of minerals destroys terrestrial habitats and
       contaminates aquatic ecosystems.

3. Stressors Causing Effects in the Longer Term (30+ years)
The Committee continues to be concerned about the ecologi-
cal  consequences of global climate change caused by build
up of greenhouse gases and increases in ultraviolet light
(UVb) reaching the Earth  because of depletion of strato-
spheric ozone. Adverse ecological effects from these
Stressors (e.g., inundation of coastal wetlands and marshes
from thermal expansion of the oceans, and UVb impacts on
                                                       B-l

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phytoplankton photosynthesis in the oceans) may not be               disrupt communication critical for reproductive
realized until many years in the future. However, because of           behavior and territorial defense for many species. For
long lag-times in realizing the benefits of mitigation activi-            example, many birds use calls to mark and defend
ties, efforts should begin immediately to address these                 their territories, and whales, whose population
issues.                                                            numbers are small, communicate with sound over
                                                                  long distances. As noise pollution increases, interfer-
4. Other Possible Future Concerns/Stressors                         ence with essential communication activities will
Using the conceptual model for futures analysis to evaluate            increase. Aircraft flying in remote areas (e.g., parts of
two energy scenarios, the Committee identified light                  Alaska) has already been implicated in noise stress
pollution, noise pollution, and EMF as having possible                for animals.
adverse ecological effects in the future.
                                                               c)  EMF: With inexpensive, widely available energy, it is
    a)  Light pollution: If energy becomes inexpensive and            likely that EMF will increase and with it the potential
       widely available globally associated with advances in          for impacts on terrestrial plants and animals.
       fusion and/or hydrogen technologies, it is likely that
       this energy will be used to light up the planet. Many     5- Effects Caused By Cumulative  Stresses (Syndromes)
       animals and plants use light cues to initiate their        Individual organisms, populations, communities of organ-
       reproductive activities.  Nocturnal animals have         isms, and ecosystems respond to the cumulative impacts of
       evolved life strategies that partition niches based on     stressors. Examples of significant ecological problems that
       nighttime activities. Excessive light could signifi-       appear to be caused by cumulative stresses are marine
       cantly disrupt plant and animal physiology and          mammal die-off, forest decline, and coral reef bleaching.
       behavior, potentially causing significant effects.        These phenomena appear to be increasing in frequency and
                                                           extent. Protecting ecological resources from cumulative
    b)  Noise pollution: A more populated Earth with          stresses will require an integrated  and long-term commitment
       increased dependency on technology (machines) will    to pollution prevention and resource protection.
       also be a noisier place. This noise has the potential to
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