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An Introduction to Systems

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Page 1: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

An Introduction to Systems

Page 2: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

The Climate System

• We will often refer to the “Climate System”

• Can you name the components of the climate system?

Page 3: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

The Climate System

• Atmosphere

• Ocean

• Solid Earth (Lithosphere)

• Hydrosphere

• Cyrosphere

• Biosphere

Page 4: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Systems Approach

• Consider the earth climate system as a whole and consider the interactions between the components.

• How do the climate system components interact?

• Consider also internal and external forcings (natural and human-induced).

Page 5: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

The Climate System

Page 6: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Examples of Forcings

• Increase in atmospheric greenhouse gas concentrations. (internal)

• Introduction of ozone destroying chemicals into stratosphere. (internal)

• Deforestation and loss of biodiversity. (internal)

• Changes in earth’s orbit. (external)• Solar variations. (external)• Asteroid and comet impacts. (external)

Page 7: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Hypothesis• In order to understand the current earth

climate and possible future climate changes, we must also consider the earth’s climate in the past.

• Past climate indicates the relative importance of the interactions between the components of the climate system, and the resilience of climate to perturbations, both natural and human-induced (anthropogenic).

Page 8: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

How do we determine the changes that may result?

• We need a framework in which to view the climate system in a logical and quantitative way.

Page 9: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Overview

• Couplings

• Feedback loops

• Equilibrium states

• Perturbations and forcings

• An example – “Daisyworld”

Page 10: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Couplings and Feedback Loops

• By way of an illustrative example, consider the relationship between your body temperature and an electric blanket.

Page 11: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Control Response

Control Response

Page 12: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Overall Feedback Effect

• Treat positive couplings as a “+”

• Treat negative couplings as a “-”

• Overall feedback = product of “+” and “-”

• Preceding example: + multiplied by - = “-”

Page 13: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Jimmy hasRosalynn’s

blanket controllerand vice versa.

Page 14: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Equilbrium States

• Feedback loops will lead to an “equilibrium state”.

• In the case of the electric blanket, the equilibrium state occurs when the temperature is just right!

• The equilibrium state will not change unless something is disturbed.

• For negative feedbacks, the equilibrium state is stable.

• There are unstable equilibrium states also, often due to positive feedbacks.

Page 15: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Stable and UnstableEquilibrium States

Page 16: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Perturbations and Forcings

• Volcanic influences on the global atmospheric temperature as an example.

• Volcanic eruptions release sulphate aerosol into the stratosphere.

• Sulphate aerosol reflects incoming solar radiation back to space – so earth cools.

• Eventually aerosol settles into the troposphere and is rained out and earth returns to equilibrium.

• A “stable” process i.e. there is a stable equilibrium.

Page 17: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

The average effect on global average surfacetemperature due to volcanic eruptions

Page 18: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Stable and UnstableEquilibrium States

Page 19: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

An illustrative example: Daisyworld

• A simple illustrative example proposed by James Lovelock of Gaia fame.

• The “Gaia hypothesis” basically states that earth is a self-regulating system in which biota play an integral role.

• Gaia – goddess of mother earth (Greek Myth).• Illustrates that natural feedbacks can control the

climate of a planet quite naturally without recourse to intelligent intervention (or design).

Page 20: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Albedo

• The primary controlling influence on Daisyworld is the surface “albedo.”

• Albedo=the fraction of incident solar radiation that is reflected back to space.

• Some examples from the climate system are …

Page 21: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?
Page 22: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Welcome to Daisyworld

There are only two typesof surface on Daisyworld:(1) Gray soil(2) White daisies

Page 23: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

The feedback

• As daisy coverage increases, Albedo increases

• Net solar radiation absorbed at the surface decreases

• Surface temperature decreases

• What kind of coupling is this? “+” or “-”?

Page 24: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Control Response

Page 25: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Control Response

Page 26: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Daisyworld equilibria

• Daisy coverage also depends on surface temperature.

• If it is too hot or too cold, daisies will not survive – hence there are critical thresholds for daisies.

• There is an “optimum” temperature for daisy growth – a temperature which is “just right” for daisies (the “Goldilocks” effect).

Page 27: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Control ControlResponse Response

Page 28: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Equilbrium Climate

• We have two relationships:(i) Surface temp vs daisy coverage

(i) Daisy coverage vs surface temp.

Clearly they are not independent so we can combine them to determine the states of the system when they are both satisfied simultaneously. This occurs at the equilibrium points.

Control Response

ResponseControl

Page 29: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

+

Surface temp vs daisy coverage

Daisy coverage vs surface temp

Page 30: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Stability of the equilibrium climate“+” X “-”=“-”

“-” X “-”=“+”

Page 31: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Daisyworld response to climate forcing

• What will be the response of Daisyworld to a steady increase in the solar luminosity?

• What will be the ultimate of fate of daisyworld?

Page 32: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

For a given daisy coverage,temperature increases withincreasing solar luminosity.

Page 33: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?
Page 34: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

• So what happens as solar luminosity continues to increase?

Page 35: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Change in daisy coverage versus solarluminosity. Once surface temp reaches theoptimum value, all feedbacks are positive andall daisies rapidly perish.

As solar luminosity increases, temp increases.However as daisies begin to grow the albedo reduces the surface temperature comparedto the that if there were no daisies. Once the optimum temperature is reached, all feedbacksare positive and the daisies rapidly perish sotemp continues to rise because the albedo is nowlower.

No daisies No daisies

No daisiesNo daisies

Page 36: An Introduction to Systems. The Climate System We will often refer to the “Climate System” Can you name the components of the climate system?

Review of important ideas

• There are natural feedbacks in the climate system.

• Negative feedbacks lead to stable equilibria.

• Positive feedbacks lead to unstable equilibria.

• Feedbacks can very naturally control climate in a self-governing way.