Ecosystem structure,
function, and services
Kyle McKay
601-415-7160
Ecological Modeling Workshop
New England District
September 2015
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Lecture Overview
Framing restoration in ecology
Measuring ecological outcomes
Defining “success” in restoration
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Ecosystem Restoration in the Corps
Purpose: “…to restore significant structure,
function and dynamic processes that have
been degraded.” (ER 1165-2-501)
Intent: “…to partially or fully reestablish the
attributes of a naturalistic, functioning, and self-
regulating system.” (EP 1165-2-502)
Scope: “Nationally and regionally significant
wetlands, riparian and other floodplain and
aquatic systems” (ER 1105-2-100)
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Understanding an ecological
template
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Ecological
Hierarchies
Ecology is literally the
“study of the household”
Levels of organization ► Corresponding sub-disciplines
► These are NOT spatially defined
Incre
asin
g u
nce
rta
inty
an
d c
om
ple
xity
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An ecosystem is greater than the sum of its parts.
-Eugene P. Odum
But what are its parts?
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Components of Ecosystem Integrity
Component Description
Hydrogeomorphology Physical processes governing geologic setting, climate,
hydrologic cycling, and watershed land use with
implications for channel morphology, sediment regimes,
channel hydraulics, and hydrologic connectivity
Biogeochemistry Chemical processes driving the concentration, fate, and
transport of nutrients, contaminants, and other
constituents
Biological Systems Reproduction, survival, and movement of living
components of an ecosystem
Socio-economics Instrumental value of ecosystems to humans
Cultural-personal values Intrinsic value of ecosystems to humans and resulting
influence of humans on ecosystems
Described further in EMRRP-EBA-04 and EMRRP-EBA-16. See also alternative view in EMRRP-SR-52
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Temporal Variability
Ecosystems are noisy places, often on developmental trajectories
What natural disturbances govern ecosystem structure and function?
► Pulses: discrete events (e.g., floods)
► Presses: slowly escalating events (e.g., droughts)
► Ramps: slowly changing conditions (e.g., sea level rise)
What is the disturbance regime?
► i.e., magnitude, frequency, duration, timing, and rate of change (sensu, Poff et al. 1997)
Is the system “stationary”? Are disturbance regimes changing?
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Spatial Considerations
Composition
Configuration
Connectivity
Location
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Measuring ecological outcomes
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A few definitions…
Structure: “refers to both the composition of the
ecosystem (i.e., its various parts) and the physical and
biological organization defining how those parts are
organized”
Function: “describes a process that takes place in an
ecosystem as a result of the interactions of plants,
animals, and other organisms in the ecosystem with
each other or their environment”
► Comprised of numerous ongoing processes
Structure < Process < Function
Definitions: NRC Report on Ecosystem Services (Heal et al. 2005)
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Structure v. Function
Structure Function
What ecosystems look like What ecosystems do
A snapshot in time Usually a rate
Restoration emphasizes form Restoration emphasizes process
Emphasize the static condition Focus on dynamism
Indicates something is wrong Indicates why it is wrong
Varies in time and space Varies in time and space
Necessary for restoring a
healthy ecosystem
Necessary and sufficient for restoring
a healthy ecosystem
After Amy Rosemond (UGA)
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Two competing approaches
After Bradshaw (1996)
Structure
Fu
nctio
n
Original / Restored
Degraded
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Ecosystem Services
Millennium Ecosystem
Assessment (2005)
“the benefits people obtain
from ecosystems”
Structure and function can
influence, but are not
necessarily services
Figure: MEA (2005)
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Connecting Structure, Function,
and Services
Figure: Carpenter et al. (2009), Palmer and Filoso (2009)
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Ecosystem Services in the Corps
Services are not new to USACE
A USACE-centric definition
► Ecosystem goods and services are socially valued aspects or outputs
of ecosystems that depend on self-regulating or managed ecosystem
structures and processes.
See also: Murray et al. (2013), Tazik et al. (2013)
1. Management
Activity
2. Ecological
Outcomes
3. Ecosystem
Goods &
Services
4. Social
Benefits
A. Response
Function
B. Ecoservice
Production Function
C. Benefit/Damage
Function
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A few examples…
Structure Process/Function Services
Fish habitat Population survival rate Commercial fishing yield
Channel width Bank erosion rate Land gain / loss
Nitrate concentration Nutrient uptake and
transformation rates
Reduced water treatment
cost
Wetland plant density or
configuration
Storm surge attenuation Reduced flood damage
Population abundance of
salmon (i.e., run size)
Reproductive or survival
rates
Subsistence fishing harvest
Biodiversity Adaptation or speciation
rates
Heritage value for future
generations
Watershed connectivity Sediment flux or delivery Maintenance of wetland
elevation under SLR
After Palmer and Febria (2012)
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Defining “success” in restoration
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Three general views on success
Relative to a
reference ecosystem
Relative to project
objectives
► Structure
► Function
► Goods and services
► Legal mandates?
Benefit-cost analysis
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Reference-Based Success
Creating a
benchmark for
success
► On-site analog
► Off-site analog
► Historical
► Virtual
► Regional
Miller et al. (2012, EMRRP-EBA-12), Pruitt et al. (2013, EMRRP-EBA-11)
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Objective Setting for Ecosystem Restoration
Setting good objectives
Developing metrics corresponding to objectives
Comparing and combining metrics to facilitate
decision making
General Goals Specific Objectives Metrics
Provide for municipal
water supply
Maximize water
withdrawal
Average annual withdrawal
rate
Maintain a healthy
river ecosystem
Minimize difference
between unaltered and
altered hydrographs
7 Discharge metrics
normalized from 0 to 1 and
averaged
McKay et al. (2012, EMRRP-EBA-16)
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Benefit-Cost Analysis:
An Economist’s Paradise
Benefit - Cost Ratio:
► Ratio of Benefits to Costs: r = B / C
► r > 1 means more benefits than costs
Net Value:
► Benefits minus costs: NV = B - C
► NV > 0 means more benefits than costs
Internal Rate of Return (irr):
► Discount rate that makes B(irr) = C
► irr > market rate is a good investment
► “Time value of money”
Costs ($) Benefits ($)
Land Purchase Recreational kayaking
Project
Planning
Reduced water
treatment
Construction Increased property
value
Monitoring Recreational fishing
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When is “success” achieved?
How long until
success is achieved?
What is the “rate of
return”?
How long is a
sponsor willing to
wait?
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Ecosystems are variable
How often is success achieved?
Does it have to be all of the time?
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Final Thoughts
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Take-away points
Structure is NOT function. Function is NOT service.
Models are useful tools for forecasting potential
trajectories of the structural and functional
components of ecosystems.
HOWEVER, what is being modeled is dictated by
the project’s scope and objectives!
► Modeling approaches are adapted to projects, not the
other way around
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Extra Slides
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References for Further Reading Functions
► Beechie et al. 2010. Process-based principles for restoring river ecosystems. Bioscience, 60 (3), 209-222.
► Fischenich. 2006. Functional objectives for stream restoration. ERDC TN-EMRRP SR-52.
► Palmer and Febria. 2012. The heartbeat of ecosystems. Science, 336.
► McKay et al. 2012. Ecosystem restoration objectives and metrics. ERDC TN-EMRRP-EBA-16.
Ecosystem Services ► Heal et al. 2005. Valuing ecosystem services. National Academies of Science.
► Palmer and Filoso. 2009. Restoration of ecosystem services for environmental markets. Science, 325.
► Carpenter et al. 2009. Science for managing ecosystem services: Beyond the Millenium Ecosystem Assessment.
PNAS, 106 (5), 1305-1312.
► Murray, Cushing, Wainger, and Tazik. 2013. Incorporating ecosystem goods and services in environmental planning –
Definitions, classification and operational approaches. ERDC TN-EMRRP-ER-18.
► Tazik, Cushing, Murray, and Wainger. 2013. Incorporating ecosystem goods and services in environmental planning.
ERDC/EL TR-13-17.
Restoration and Conservation ► Bradshaw. 1996. Underlying principles of restoration. Canadian Journal of Fisheries and Aquatic Sciences, 53, 3-9.
► Ehrenfeld. 2000. Defining the limits of restoration: The need for realistic goals. Restoration Ecology, 8 (1), 2-9.
► Society for Ecological Restoration (SER). 2004. International Primer on Ecological Restoration.
► Palmer et al. 2005. Standards for ecologically successful river restoration. Journal of Applied Ecology, 42, 208-217.
► Clewell. 2009. Intent of ecological restoration, its circumscription, and its standards. Ecological Restoration, 27 (1).
► Fischenich et al. 2013. Science-based framework for environmental benefits assessment. ERDC/EL TR-13-4.
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Trajectories / Dynamism
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Ecosystems are
resilient! Resilience: The ability
to bounce back
Of what? To what?
Attribute Recovery Resistance Adaptive
capacity Commonly
referred to as:
Engineering Resilience Ecological Resilience Community Resilience
Definition Speed or rate of system
recovery after
disturbance
Magnitude of disturbance
that can be absorbed without
flipping into an alternative
state
Ability to preempt and
avoid major mishaps in
institutions
Emphasis Efficiency, constancy,
predictability, stability
Persistence, change,
unpredictability, thresholds
Monitoring,
measurement,
management, and
operation
Schultz et al. (2012)
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Sustainability
“Development that meets the
needs of the present without
compromising the ability of
future generations to meet
their own needs”
► World Commission on
Environment and Development.
1987. Our common future.
(“Brundtland Report”)
Will the process continue
without intervention?
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Some challenges to executing
ecosystem goods and services
All services are not monetized. Value is not cost.
Ecosystem services vary over space and time with
respect to production, demand, and social values.
► No user, no service. Who and where is the beneficiary?
► What will societal values be in 40 years?
Use (e.g., commercial fishing) v. non-use (e.g.,
existence value of fish)
Intermediate (e.g., water purification) v. final (e.g., safe
drinking water, recreational fishing opportunity) services
► Final services help avoid “double-counting”
See also: Murray et al. (2013), Tazik et al. (2013)
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A brief history of restoration (1/2) Habitat enhancement (ca. 1970s)
Habitat diversity (ca. 1980s)
Natural design templates (ca. 1990s)
Process- and function-based restoration (ca. 2000s)
Ecosystem service restoration (?)
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A brief history of restoration (2/2)
Mace (2014)
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Restoration of what?
Species / populations?
Habitat?
Communities?
Water or soil quality?
Ecosystems?
Implies biotic and abiotic
“Systems” indicates
functions or interactions
Our ultimate aim should be the restoration of the
whole ecosystem, even if we sometimes emphasize
some particular component or attribute. Bradshaw (1996)
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Standards for ecologically
successful river restoration
1. Guiding image of dynamic state
2. Ecosystems are improved
3. Resilience is increased
4. No lasting harm
5. Ecological assessment is completed
6. (Hypotheses or conceptual model
guide restoration)
Palmer et al. (2005) and Jansson et al. (2005)
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Attributes of restored ecosystems
1. Characteristic assemblage of species observed in reference system
2. Contains indigenous species to the greatest practicable extent
3. All functional groups are present or can colonize
4. Physical environment capable of sustaining reproducing populations
of species necessary for community stability and development
5. Normal function for stage of ecological development
6. Suitably integrated into the landscape
7. Potential threats from surrounding landscape eliminated or reduced
8. Sufficiently resilient to endure normal periodic stress (i.e., disturbance)
9. Self-sustaining
Adapted from SER (2004)
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Future Directions:
Shifting from structure to function
Moving beyond habitat
► Populations: abundance, survival, recruitment, movement,…
► Communities: food webs, energetics,…
► Ecosystems: decomposition, nutrient uptake, metabolism,…
► Landscape: structure, particle tracking, metapopulations, gene flow
Figures: Peterson et al. (2011), Cross et al. (2011), Freeman et al. (2012)
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Future Directions:
Multiple endpoints
and methods Getting away from single species
(or outcome) restoration. Moving
toward multi-metric decision
making.
Combining outcomes and
incorporating values will be the
massive challenge (MCDA and
SDM might be key tools)
Why select a model when many
can be applied simultaneously?