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Models and the
behavior of systems
BY
GURU

GURU

IBESS/GURU/SYSTEMS & MODELS
Syllabus Statements










1.1.1: Outline the concept and characteristics of a
system
1.1.2: Apply the systems concept on a range of scales
1.1.3: Define the terms open system, closed system,
isolated system
1.1.4: Describe how the first and second laws of
thermodynamics are relevant to environmental systems
1.1.5: Explain the nature of equilibria

GURU

IBESS/GURU/SYSTEMS & MODELS
Syllabus Statements






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1.1.6: Define and explain the principles of positive and
negative feedback
1.1.7: Describe transfer and transformation processes
1.1.8: Distinguish between flows (inputs and outputs),
and storages (stock) in relation to systems.
1.1.9: construct and analyze quantitative models
involving flows and storages in a system
Evaluate the Strengths and limitations of models

GURU

IBESS/GURU/SYSTEMS & MODELS
Vocab


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






Entropy
Equilibrium
Feedback
Negative Feedback
Positive Feedback
Model
Stable Equilibrium
Steady State Equilibrium

GURU






System
Closed System
Isolated System
Open system

IBESS/GURU/SYSTEMS & MODELS
Systems


A system is a set of components that…
1.

2.

GURU

Function and interact in some regular, predictable
manner.

Can be isolated for the purposes of observation
and study.

IBESS/GURU/SYSTEMS & MODELS
Systems on Many Scales




Ecosystem – The everglades in South FL
Biome – Tropical Rainforest
The entire planet – Gaia hypothesis

GURU

IBESS/GURU/SYSTEMS & MODELS
Coral Reef
Ecosystem
Most diverse
aquatic ecosystem
in the world
-------

Open systems
exchange matter
and energy with
the surroundings
GURU

IBESS/GURU/SYSTEMS & MODELS
Closed systems exchange energy but not
matter. – don’t naturally occur on earth

Biosphere II Built as self sustaining closed system in 1991 in Tuscon, AZ
Experiment failed when nutrient cycling broke down
GURU

IBESS/GURU/SYSTEMS & MODELS
Nutrient cycles Approximate closed
systems as well

GURU

IBESS/GURU/SYSTEMS & MODELS
Isolated systems exchange neither matter nor
energy with the surroundings
Only possible though
unproven example is
the entire cosmos

GURU

IBESS/GURU/SYSTEMS & MODELS
Components of systems

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Inputs = things entering the system  matter,
energy, information
Flows / throughputs = passage of elements
within the system at certain rates (transfers and
transformations)
Stores / storage areas = within a system, where
matter, energy, information can accumulate for a
length of time (stocks)
Outputs = flowing out of the system into sinks
in the environment

GURU

IBESS/GURU/SYSTEMS & MODELS
Discharge of untreated
municipal sewage
(nitrates and phosphates)

Nitrogen compounds
produced by cars
and factories
Natural runoff
(nitrates and
phosphates
Inorganic fertilizer runoff
(nitrates and phosphates)

Discharge of
detergents
( phosphates)

Discharge of treated
municipal sewage
(primary and secondary
treatment:
nitrates and phosphates)
Lake ecosystem
nutrient overload
and breakdown of
chemical cycling
Dissolving of
nitrogen oxides
(from internal combustion
engines and furnaces)

Manure runoff
from feedlots
(nitrates,
phosphates,
ammonia)

Runoff from streets,
lawns, and construction
lots (nitrates and
phosphates)

Runoff and erosion
(from cultivation,
mining, construction,
and poor land use)

To assess an area you must treat all levels of the system
GURU

IBESS/GURU/SYSTEMS & MODELS
Individuals work as well

Water
0.000002 ppm

Phytoplankton
0.0025 ppm

Herring gull
124 ppm

Herring gull eggs
124 ppm

Zooplankton
0.123 ppm

GURU

Lake trout
4.83 ppm

Rainbow smelt
IBESS/GURU/SYSTEMS & MODELS
1.04 ppm
Types of Flows: Transfer vs.
Transformation
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

Transfers  flow through the system, involving a
change in location
Transformation  lead to interactions in the
system, changes of state or forming new end
products
-Example: Water processes
Runoff = transfer, Evaporation = transformation
Detritus entering lake = transfer, Decomposition
of detritus is transformation
GURU

IBESS/GURU/SYSTEMS & MODELS
Condensation

Transpiration
from plants

Precipitation
Precipitation
to ocean

Rain clouds

Transpiration
Precipitation

Evaporation
Surface runoff (rapid)

Evaporation
From
ocean

Runoff
Infiltration and
percolation

Surface runoff
(rapid)

Groundwater movement (slow)

Ocean storage

Groundwater movement (slow)

What type of System is this?

Name the inputs, outputs, transfers and transformations
IBESS/GURU/SYSTEMS & MODELS

GURU
Systems and Energy
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





We see Energy as an input, output, transfer, or
transformation
Thermodynamics – study of energy
1st Law: Energy can be transferred and transformed
but it can never be created nor destroyed
So…



GURU

All energy in living systems comes from the sun
Into producers through photosynthesis, then consumers up
the food web
IBESS/GURU/SYSTEMS & MODELS
Energy at one level must come from
previous level
Sun

Producers (rooted plants)
Producers (phytoplankton)
Primary consumers (zooplankton)
Secondary consumers (fish)

Dissolved
chemicals

Tertiary consumers
(turtles)

Sediment
GURU

IBESS/GURU/SYSTEMS & MODELS (bacteria and fungi)
Decomposers
Using the first law of thermodynamics explain why the energy
pyramid is always pyramid shaped (bottom bigger than top)
GURU

IBESS/GURU/SYSTEMS & MODELS
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2nd Law: With every energy transfer or transformation
energy dissipates (heat) so the energy available to do
work decreases
Or in an isolated system entropy tends to increase
spontaneously
Energy and materials go from a concentrated to a
dispersed form The concentrated high quality energy is
the potential energy of the system
The system becomes increasingly disordered
Order can only be maintained through the use of
energy

GURU

IBESS/GURU/SYSTEMS & MODELS
First Trophic
Level

Third Trophic
Level

Fourth Trophic
Level

Producers
(plants)
Heat

Second Trophic
Level

Primary
consumers
(herbivores)

Secondary
consumers
(carnivores)

Tertiary
consumers
(top carnivores)

Heat

Heat

Heat

Solar
energy

Heat Heat
Heat

Heat

Detritivores
(decomposers and detritus feeders)

GURU

IBESS/GURU/SYSTEMS & MODELS

Heat
What results from
the second law of
Thermodynamics?

GURU

IBESS/GURU/SYSTEMS & MODELS
Feedback loops


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Self regulation of natural systems is achieved by the
attainment of equilibrium through feedback systems
Change is a result of feedback loops but there is a
time lag
Feedback occurs when one change leads to another
change which eventually reinforces or slows the
original change.
Or…
Outputs of the system are fed back into the input
GURU

IBESS/GURU/SYSTEMS & MODELS
Positive feedback





A runaway cycle – often called vicious cycles
A change in a certain direction provides output that further
increases that change
Change leads to increasing change – it accelerates deviation
Example: Global warming
1. Temperature increases  Ice caps melt
2. Less Ice cap surface area  Less sunlight is reflected away
from earth (albedo)
3. More light hits dark ocean and heat is trapped
4. Further temperature increase  Further melting of the ice
GURU

IBESS/GURU/SYSTEMS & MODELS
Solar
radiation

Energy in = Energy out
Reflected by
atmosphere (34%)

Radiated by
atmosphere
as heat (66%)

UV radiation

Absorbed
by ozone

Lower stratosphere
(ozone layer)
Visible
Greenhouse
light
Troposphere
effect
Heat

Absorbed
by the earth
Heat radiated
by the earth

Earth
GURU

IBESS/GURU/SYSTEMS & MODELS
Negative feedback






One change leads to a result that lessens the original
change
Self regulating method of control leading to the
maintenance of a steady state equilibrium
Predator Prey is a classic Example






GURU

Snowshoe hare population increases
More food for Lynx  Lynx population increases
Increased predation on hares  hare population declines
Less food for Lynx  Lynx population declines
Less predation  Increase in hare population
IBESS/GURU/SYSTEMS & MODELS
Remember hare’s prey and other predators also have an effect
IBESS/GURU/SYSTEMS & MODELS
GURU
Most systems change
by a combination of
positive and negative
feedback processes
GURU

IBESS/GURU/SYSTEMS & MODELS
Which of the populations show positive feedback?
Which of the populations show negative feedback?
IBESS/GURU/SYSTEMS & MODELS
GURU
Positive or Negative?


If a pond ecosystem became
polluted with nitrates,
washed off agricultural land
by surface runoff, algae
would rapidly grow in the
pond. The amount of
dissolved oxygen in the water
would decrease, killing the
fish. The decomposers that
would increase due to the
dead fish would further
decrease the amount of
dissolved oxygen and so on...

GURU



A good supply of grass for
rabbits to eat will attract
more rabbits to the area,
which puts pressure on the
grass, so it dies back, so the
decreased food supply leads
to a decrease in population
because of death or out
migration, which takes away
the pressure on the grass,
which leads to more growth
and a good supply of food
which leads to a more rabbits
attracted to the area which
puts pressure on the grass
and so on and on....

IBESS/GURU/SYSTEMS & MODELS
End result? Equilibrium…
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



A sort of equalization or end point
Steady state equilibrium  constant changes in all
directions maintain a constant state (no net change) –
common to most open systems in nature
Static equilibrium  No change at all – condition to
which most natural systems can be compared but this
does not exist
Long term changes in equilibrium point do occur
(evolution, succession)
Equilibrium is stable (systems tend to return to the
original equilibrium after disturbances)

GURU

IBESS/GURU/SYSTEMS & MODELS
Equilibrium generally maintained by negative
feedback – inputs should equal outputs

GURU

IBESS/GURU/SYSTEMS & MODELS
GURU

IBESS/GURU/SYSTEMS & MODELS
You should be able to
create a system model.
Observe the next two society
examples and create a model
including input, flows, stores
and output
GURU

IBESS/GURU/SYSTEMS & MODELS
High Throughput
System Model

GURU

IBESS/GURU/SYSTEMS & MODELS
GURU

IBESS/GURU/SYSTEMS & MODELS
Inputs
(from environment)

System
Throughputs

Output
(intro environment)

Low-quality
heat
energy

High-quality
energy

Unsustainable
high-waste
economy
Waste
matter
and
pollution

Matter

GURU

IBESS/GURU/SYSTEMS & MODELS
Low Throughput
System Model

GURU

IBESS/GURU/SYSTEMS & MODELS
Inputs
(from environment)
High-quality
energy

Matter

System
Throughputs

Outputs
(from environment)
Low-quality
energy
(heat)

Sustainable
low-waste
economy

Pollution
prevention
by
reducing
matter
throughput

Pollution
control
by
cleaning
up some
pollutants

Recycle
and
reuse

Energy Feedback

GURU

IBESS/GURU/SYSTEMS & MODELS

Matter
output

Matter
Feedback

Waste
matter
and
pollution
Easter Island

What are the statues and where are the trees? A case
Study in unsustainable growth practices.
GURU

IBESS/GURU/SYSTEMS & MODELS
Evaluating Models
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

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



Used when we can’t accurately measure the real event
Models are hard with the environment because there
are so many interacting variables – but nothing else
could do better
Allows us to predict likelihood of events
But…
They are approximations
They may yield very different results from each other
or actual events
There are always unanticipated possibilities…
GURU

IBESS/GURU/SYSTEMS & MODELS
Anticipating Environmental
Surprises







Remember any action we take has multiple unforseen
consequences
Discontinuities = Abrupt shifts occur in previously
stable systems once a threshold is crossed
Synergistic interactions = 2 factors combine to produce
greater effects than they do alone
Unpredictable or chaotic events = hurricanes,
earthquakes, climate shifts
http://www.nhc.noaa.gov/archive/2008/FAY_graphic
s.shtml

GURU

IBESS/GURU/SYSTEMS & MODELS
What can we do?






Develop more complex
models for systems
Increase research on
environmental thresholds
for better predictive
power
Formulate possible
scenarios and solutions
ahead of time

GURU

IBESS/GURU/SYSTEMS & MODELS
Define objectives

Systems
Measurement

Data
Analysis

Identify and inventory variables
Obtain baseline data on variables

Make statistical analysis of relationships among variables
Determine significant interactions

© 2004 Brooks/Cole – Thomson Learning

System
Modeling

Construct mathematical model describing
interactions among variables

System
Simulation

Run the model on a computer, with values
entered for different variables

System
Optimization

Evaluate best ways to achieve objectives

GURU

IBESS/GURU/SYSTEMS & MODELS
Other systems
examples

GURU

IBESS/GURU/SYSTEMS & MODELS
Uranium
mining
(95%)
Uranium
100%

Uranium processing
and transportation
(57%)

95%

Waste
heat

Power Transmission
plant of electricity
(31%)
(85%)

Waste
heat

14%

17%

54%

Waste
heat

Resistance
heating
(100%)

Waste
heat

Electricity from Nuclear Power Plant

Sunlight
100%

GURU
Passive Solar

90%

Waste
heat

IBESS/GURU/SYSTEMS & MODELS

Energy
Production

14%
sun
EARTH

Economic
Systems

Natural
Capital
Air; water,
land, soil,
biodiversity,
minerals,
raw materials,
energy
resources,
and dilution,
degradation,
and recycling
services

Production

Heat

Depletion of
nonrenewable
resources

Degradation and
depletion of renewable
resources used faster
than replenished

Consumption
Pollution and waste
from overloading
nature’s waste disposal
and recycling systems

Recycling and reuse
GURU

IBESS/GURU/SYSTEMS & MODELS

Economics
& Earth
Energy Inputs

System

Outputs
9%
7%

41%
84%

U.S.
economy
and
lifestyles

43%
8%
4%
4%

Nonrenewable fossil fuels
Nonrenewable nuclear

Biomass

Petrochemicals

Unavoidable energy
waste
Unnecessary energy
IBESS/GURU/SYSTEMS & MODELS
waste

Hydropower, geothermal,
wind, solar
GURU

Useful energy


Thank you



By



Guru

GURU

IBESS/GURU/SYSTEMS & MODELS

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2.systems and models new

  • 1. Models and the behavior of systems BY GURU GURU IBESS/GURU/SYSTEMS & MODELS
  • 2. Syllabus Statements      1.1.1: Outline the concept and characteristics of a system 1.1.2: Apply the systems concept on a range of scales 1.1.3: Define the terms open system, closed system, isolated system 1.1.4: Describe how the first and second laws of thermodynamics are relevant to environmental systems 1.1.5: Explain the nature of equilibria GURU IBESS/GURU/SYSTEMS & MODELS
  • 3. Syllabus Statements      1.1.6: Define and explain the principles of positive and negative feedback 1.1.7: Describe transfer and transformation processes 1.1.8: Distinguish between flows (inputs and outputs), and storages (stock) in relation to systems. 1.1.9: construct and analyze quantitative models involving flows and storages in a system Evaluate the Strengths and limitations of models GURU IBESS/GURU/SYSTEMS & MODELS
  • 4. Vocab         Entropy Equilibrium Feedback Negative Feedback Positive Feedback Model Stable Equilibrium Steady State Equilibrium GURU     System Closed System Isolated System Open system IBESS/GURU/SYSTEMS & MODELS
  • 5. Systems  A system is a set of components that… 1. 2. GURU Function and interact in some regular, predictable manner. Can be isolated for the purposes of observation and study. IBESS/GURU/SYSTEMS & MODELS
  • 6. Systems on Many Scales    Ecosystem – The everglades in South FL Biome – Tropical Rainforest The entire planet – Gaia hypothesis GURU IBESS/GURU/SYSTEMS & MODELS
  • 7. Coral Reef Ecosystem Most diverse aquatic ecosystem in the world ------- Open systems exchange matter and energy with the surroundings GURU IBESS/GURU/SYSTEMS & MODELS
  • 8. Closed systems exchange energy but not matter. – don’t naturally occur on earth Biosphere II Built as self sustaining closed system in 1991 in Tuscon, AZ Experiment failed when nutrient cycling broke down GURU IBESS/GURU/SYSTEMS & MODELS
  • 9. Nutrient cycles Approximate closed systems as well GURU IBESS/GURU/SYSTEMS & MODELS
  • 10. Isolated systems exchange neither matter nor energy with the surroundings Only possible though unproven example is the entire cosmos GURU IBESS/GURU/SYSTEMS & MODELS
  • 11. Components of systems     Inputs = things entering the system  matter, energy, information Flows / throughputs = passage of elements within the system at certain rates (transfers and transformations) Stores / storage areas = within a system, where matter, energy, information can accumulate for a length of time (stocks) Outputs = flowing out of the system into sinks in the environment GURU IBESS/GURU/SYSTEMS & MODELS
  • 12. Discharge of untreated municipal sewage (nitrates and phosphates) Nitrogen compounds produced by cars and factories Natural runoff (nitrates and phosphates Inorganic fertilizer runoff (nitrates and phosphates) Discharge of detergents ( phosphates) Discharge of treated municipal sewage (primary and secondary treatment: nitrates and phosphates) Lake ecosystem nutrient overload and breakdown of chemical cycling Dissolving of nitrogen oxides (from internal combustion engines and furnaces) Manure runoff from feedlots (nitrates, phosphates, ammonia) Runoff from streets, lawns, and construction lots (nitrates and phosphates) Runoff and erosion (from cultivation, mining, construction, and poor land use) To assess an area you must treat all levels of the system GURU IBESS/GURU/SYSTEMS & MODELS
  • 13. Individuals work as well Water 0.000002 ppm Phytoplankton 0.0025 ppm Herring gull 124 ppm Herring gull eggs 124 ppm Zooplankton 0.123 ppm GURU Lake trout 4.83 ppm Rainbow smelt IBESS/GURU/SYSTEMS & MODELS 1.04 ppm
  • 14. Types of Flows: Transfer vs. Transformation   Transfers  flow through the system, involving a change in location Transformation  lead to interactions in the system, changes of state or forming new end products -Example: Water processes Runoff = transfer, Evaporation = transformation Detritus entering lake = transfer, Decomposition of detritus is transformation GURU IBESS/GURU/SYSTEMS & MODELS
  • 15. Condensation Transpiration from plants Precipitation Precipitation to ocean Rain clouds Transpiration Precipitation Evaporation Surface runoff (rapid) Evaporation From ocean Runoff Infiltration and percolation Surface runoff (rapid) Groundwater movement (slow) Ocean storage Groundwater movement (slow) What type of System is this? Name the inputs, outputs, transfers and transformations IBESS/GURU/SYSTEMS & MODELS GURU
  • 16. Systems and Energy     We see Energy as an input, output, transfer, or transformation Thermodynamics – study of energy 1st Law: Energy can be transferred and transformed but it can never be created nor destroyed So…   GURU All energy in living systems comes from the sun Into producers through photosynthesis, then consumers up the food web IBESS/GURU/SYSTEMS & MODELS
  • 17. Energy at one level must come from previous level Sun Producers (rooted plants) Producers (phytoplankton) Primary consumers (zooplankton) Secondary consumers (fish) Dissolved chemicals Tertiary consumers (turtles) Sediment GURU IBESS/GURU/SYSTEMS & MODELS (bacteria and fungi) Decomposers
  • 18. Using the first law of thermodynamics explain why the energy pyramid is always pyramid shaped (bottom bigger than top) GURU IBESS/GURU/SYSTEMS & MODELS
  • 19.      2nd Law: With every energy transfer or transformation energy dissipates (heat) so the energy available to do work decreases Or in an isolated system entropy tends to increase spontaneously Energy and materials go from a concentrated to a dispersed form The concentrated high quality energy is the potential energy of the system The system becomes increasingly disordered Order can only be maintained through the use of energy GURU IBESS/GURU/SYSTEMS & MODELS
  • 20. First Trophic Level Third Trophic Level Fourth Trophic Level Producers (plants) Heat Second Trophic Level Primary consumers (herbivores) Secondary consumers (carnivores) Tertiary consumers (top carnivores) Heat Heat Heat Solar energy Heat Heat Heat Heat Detritivores (decomposers and detritus feeders) GURU IBESS/GURU/SYSTEMS & MODELS Heat
  • 21. What results from the second law of Thermodynamics? GURU IBESS/GURU/SYSTEMS & MODELS
  • 22. Feedback loops      Self regulation of natural systems is achieved by the attainment of equilibrium through feedback systems Change is a result of feedback loops but there is a time lag Feedback occurs when one change leads to another change which eventually reinforces or slows the original change. Or… Outputs of the system are fed back into the input GURU IBESS/GURU/SYSTEMS & MODELS
  • 23. Positive feedback    A runaway cycle – often called vicious cycles A change in a certain direction provides output that further increases that change Change leads to increasing change – it accelerates deviation Example: Global warming 1. Temperature increases  Ice caps melt 2. Less Ice cap surface area  Less sunlight is reflected away from earth (albedo) 3. More light hits dark ocean and heat is trapped 4. Further temperature increase  Further melting of the ice GURU IBESS/GURU/SYSTEMS & MODELS
  • 24. Solar radiation Energy in = Energy out Reflected by atmosphere (34%) Radiated by atmosphere as heat (66%) UV radiation Absorbed by ozone Lower stratosphere (ozone layer) Visible Greenhouse light Troposphere effect Heat Absorbed by the earth Heat radiated by the earth Earth GURU IBESS/GURU/SYSTEMS & MODELS
  • 25. Negative feedback    One change leads to a result that lessens the original change Self regulating method of control leading to the maintenance of a steady state equilibrium Predator Prey is a classic Example      GURU Snowshoe hare population increases More food for Lynx  Lynx population increases Increased predation on hares  hare population declines Less food for Lynx  Lynx population declines Less predation  Increase in hare population IBESS/GURU/SYSTEMS & MODELS
  • 26. Remember hare’s prey and other predators also have an effect IBESS/GURU/SYSTEMS & MODELS GURU
  • 27. Most systems change by a combination of positive and negative feedback processes GURU IBESS/GURU/SYSTEMS & MODELS
  • 28. Which of the populations show positive feedback? Which of the populations show negative feedback? IBESS/GURU/SYSTEMS & MODELS GURU
  • 29. Positive or Negative?  If a pond ecosystem became polluted with nitrates, washed off agricultural land by surface runoff, algae would rapidly grow in the pond. The amount of dissolved oxygen in the water would decrease, killing the fish. The decomposers that would increase due to the dead fish would further decrease the amount of dissolved oxygen and so on... GURU  A good supply of grass for rabbits to eat will attract more rabbits to the area, which puts pressure on the grass, so it dies back, so the decreased food supply leads to a decrease in population because of death or out migration, which takes away the pressure on the grass, which leads to more growth and a good supply of food which leads to a more rabbits attracted to the area which puts pressure on the grass and so on and on.... IBESS/GURU/SYSTEMS & MODELS
  • 30. End result? Equilibrium…      A sort of equalization or end point Steady state equilibrium  constant changes in all directions maintain a constant state (no net change) – common to most open systems in nature Static equilibrium  No change at all – condition to which most natural systems can be compared but this does not exist Long term changes in equilibrium point do occur (evolution, succession) Equilibrium is stable (systems tend to return to the original equilibrium after disturbances) GURU IBESS/GURU/SYSTEMS & MODELS
  • 31. Equilibrium generally maintained by negative feedback – inputs should equal outputs GURU IBESS/GURU/SYSTEMS & MODELS
  • 33. You should be able to create a system model. Observe the next two society examples and create a model including input, flows, stores and output GURU IBESS/GURU/SYSTEMS & MODELS
  • 39. Easter Island What are the statues and where are the trees? A case Study in unsustainable growth practices. GURU IBESS/GURU/SYSTEMS & MODELS
  • 40. Evaluating Models        Used when we can’t accurately measure the real event Models are hard with the environment because there are so many interacting variables – but nothing else could do better Allows us to predict likelihood of events But… They are approximations They may yield very different results from each other or actual events There are always unanticipated possibilities… GURU IBESS/GURU/SYSTEMS & MODELS
  • 41. Anticipating Environmental Surprises      Remember any action we take has multiple unforseen consequences Discontinuities = Abrupt shifts occur in previously stable systems once a threshold is crossed Synergistic interactions = 2 factors combine to produce greater effects than they do alone Unpredictable or chaotic events = hurricanes, earthquakes, climate shifts http://www.nhc.noaa.gov/archive/2008/FAY_graphic s.shtml GURU IBESS/GURU/SYSTEMS & MODELS
  • 42. What can we do?    Develop more complex models for systems Increase research on environmental thresholds for better predictive power Formulate possible scenarios and solutions ahead of time GURU IBESS/GURU/SYSTEMS & MODELS
  • 43. Define objectives Systems Measurement Data Analysis Identify and inventory variables Obtain baseline data on variables Make statistical analysis of relationships among variables Determine significant interactions © 2004 Brooks/Cole – Thomson Learning System Modeling Construct mathematical model describing interactions among variables System Simulation Run the model on a computer, with values entered for different variables System Optimization Evaluate best ways to achieve objectives GURU IBESS/GURU/SYSTEMS & MODELS
  • 45. Uranium mining (95%) Uranium 100% Uranium processing and transportation (57%) 95% Waste heat Power Transmission plant of electricity (31%) (85%) Waste heat 14% 17% 54% Waste heat Resistance heating (100%) Waste heat Electricity from Nuclear Power Plant Sunlight 100% GURU Passive Solar 90% Waste heat IBESS/GURU/SYSTEMS & MODELS Energy Production 14%
  • 46. sun EARTH Economic Systems Natural Capital Air; water, land, soil, biodiversity, minerals, raw materials, energy resources, and dilution, degradation, and recycling services Production Heat Depletion of nonrenewable resources Degradation and depletion of renewable resources used faster than replenished Consumption Pollution and waste from overloading nature’s waste disposal and recycling systems Recycling and reuse GURU IBESS/GURU/SYSTEMS & MODELS Economics & Earth
  • 47. Energy Inputs System Outputs 9% 7% 41% 84% U.S. economy and lifestyles 43% 8% 4% 4% Nonrenewable fossil fuels Nonrenewable nuclear Biomass Petrochemicals Unavoidable energy waste Unnecessary energy IBESS/GURU/SYSTEMS & MODELS waste Hydropower, geothermal, wind, solar GURU Useful energy