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Climate Change: The Move to Action (AOSS 480 // NRE 480) Richard B. Rood Cell: 301-526-8572 2525 Space Research Building (North Campus) [email protected] http://aoss.engin.umich.edu/people/rbrood Winter 2014 January 28, 2014
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Page 1: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Climate Change: The Move to Action (AOSS 480 // NRE 480)

Richard B. Rood Cell: 301-526-8572

2525 Space Research Building (North Campus) [email protected]

http://aoss.engin.umich.edu/people/rbrood

Winter 2014 January 28, 2014

Page 2: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Class News

•  Ctools site: AOSS_SNRE_480_001_W14 •  News / New Book

–  MacKenzie Funk, who took this class on 2012, published the book Windfall: The Booming Business of Global Warming . Good interview on Fresh Air 20140128. In Windfall: The Booming Business of Global Warming, journalist McKenzie Funk looks into how some entrepreneurs and even some nations stand to benefit from a changing climate.

Politics of Dismissal Entry Model Uncertainty

Description

Page 3: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

This lecture:

•  Projects •  Back to the past

–  Why is the past important? –  How do we investigate the past? –  Observation and model-based science –  Radiative balance of the Earth

•  Things that absorb energy •  Things that reflect energy

Page 4: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Course Project

•  Reflective of workplace … –  “Complex Problems with no Known Solutions.”

•  Groups of individuals with varied expertise •  Responsive to “news”

–  Relationship of news to science •  Project will provide recommendations, a strategy for addressing the

complex problem. –  What are first steps? –  What do we need to look out for as these steps are taken?

•  Monitor progress // briefing during the course •  Presentation at end of course •  Ideally:

–  Imagine that I am the proverbial decision maker and I have a problem –  You provide me with a set or a portfolio of knowledge-based scenarios

weighing different decisions –  Usually, some sort of analysis and position paper

Page 5: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Use of climate information

•  Research on the use of climate knowledge states that for successful projects, for example: – Co-development / Co-generation – Trust – Narratives – Scale

•  Spatial •  Temporal

Lemos and Morehouse, 2005

Page 6: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Projects

•  Broad subjects and teams defined •  Meeting 1 with Rood

–  Now to early March: Project vision and goals

•  Meeting 2 with Rood –  Mid to late March: Progress report, refinement of goals if needed

•  Class review –  Short, informal presentation, external review and possible

coordination

•  Oral Presentation: April 10 and 12 •  Final written report: April 25

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Scientific Method and Earth’s Climate

•  We will first break the scientific investigation down into pieces. –  Theory … Draw a Picture –  Observations –  Prediction –  Attribution –  Impacts

•  We will look at the links of climate change to the other parts of the problem. –  There is not a simple “solution;” we will not solve this problem and walk

away from it. –  We will be required to manage the climate

•  We will define ways forward.

Page 8: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Potential Projects

•  Emissions from agriculture •  Communications

– Alaska and climate change •  Heat and cold and human health •  Fracking: What does it really mean for

climate change? •  Evaluation of adaptation tools

Page 9: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

This lecture:

•  Back to the past –  Why is the past important? –  How do we investigate the past? –  Observation and model-based science –  Radiative balance of the Earth

•  Things that absorb energy •  Things that reflect energy

Page 10: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Temperature and Carbon Dioxide (CO2): The last 350,000 years

350,000 years of Surface Temperature and Carbon

Dioxide (CO2) at Vostok, Antarctica, from bubbles of air trapped in

ice cores

Ø  During this period, temperature and CO2 are closely related to each other

Ø  Times of low temperature have glaciers, ice ages (CO2 <~ 200 ppm)

Ø  Times of high temperature associated with CO2 of < 300 ppm

This has been extended back to > 700,000 years

Page 11: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

From the Ice Core Data: Questions?

•  We see a relationship between carbon dioxide (CO2) and Temperature (T) –  What is the cause and effect? –  Why do we bounce between these two regimes? –  Dynamic equilibrium?

•  Are these oscillations forced in some way by an external force? –  Are there other parameters or attributes which are

correlated with this behavior? •  What is different from the stock market, where

“past behavior does not indicate future performance?”

Page 12: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Thinking about these figures and ice ages

•  Correlations •  Cause and effect •  Scientific method

Page 13: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Let’s Look at the past 1000 years

•  We have more sources of observations. •  We have better observations. •  We have public records and literature and

natural history.

Page 14: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Let’s look at just the last 1000 years

Surface temperature and CO2 data from the past 1000 years. Temperature is a northern hemisphere average. Temperature from several types of measurements are consistent in temporal behavior.

q  Medieval warm period

q  “Little ice age”

q  Temperature starts to follow CO2 as CO2 increases beyond approximately 300 ppm, the value seen in the previous graph as the upper range of variability in the past 350,000 years.

Page 15: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Let’s look at just the last 1000 years

Surface temperature and CO2 data from the past 1000 years. Temperature is a northern hemisphere average. Temperature from several types of measurements are consistent in temporal behavior.

Note that on this scale, with more time resolution, that the fluctuations in temperature and the fluctuations in CO2 do not match as obviously as in the long, 350,000 year, record. What is the cause of the temperature variability? Can we identify mechanisms, cause and effect? How?

{

Page 16: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

What do we see from the past 1000 years

•  On shorter time scales the CO2 and T are not as cleanly related.

•  Periods on noted warmth and coolness are separated by changes in average temperature of only 0.5 F.

•  Changes of average temperature on this scale seem to matter to people. –  Regional changes, extremes?

•  Recent changes in both T and CO2 are unprecedented in the past several hundred thousands of years. –  And the last 10,000 years, which is when humans have thrived in

the way that we have thrived.

Page 17: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Why do we need to understand these bumps and wiggles?

Page 18: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

How do we investigate these bumps and wiggles?

Page 19: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Conservation (continuity) principle

Mtoday = Myesterday + I - E

Let’s get some money and buy stuff.

Income

Expense

Energy from the Sun

Energy emitted by Earth (proportional to T)

Earth at a certain temperature, T

Page 20: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Balancing the Budget

•  Today’s Money = Yesterday’s Money + Money I Get – Money I Spend

•  Today’s CO2 = Yesterday’s CO2 + CO2 I Get – CO2 I Spend

•  Today’s Energy = Yesterday’s Energy + Energy I Get – Energy I Spend

Page 21: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Some jargon, language

•  Income is “production” is “source” •  Expense is “loss” is “sink” •  Exchange, transfer, transport all suggest

that our “stuff” is moving around.

Page 22: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Point of View

Page 23: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Focus attention on the surface of the Earth

Page 24: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Simple earth 1

Page 25: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

What do we do?

•  We develop models based on the conservation of energy and mass and momentum, the fundamental ideas of classical physics. (Budget equations)

•  We break things into pieces, deconstruct, reduce •  We determine the characteristics of production

and loss energy (heat) from theory and observations of, for instance, the eruption of a major volcano and the temperature response as measured by the global observing system.

Page 26: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

What changes energy at surface of the Earth?

Natural •  Sun

–  Solar cycle •  Volcanoes

–  CO2 –  Sulfuric acid droplets

(aerosols) •  Greenhouse gases

–  Water, CO2 (biogeochemistry) •  Aerosols

–  Smoke –  Dust –  Water clouds

Human or Anthropogenic •  Greenhouse gases •  Deforestation

–  Changes CO2 •  Emits •  Eliminates sink

–  Changes albedo (changes the color earth)

•  Pollution (LA)

Page 27: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Let’s look at just the last 1000 years

Surface temperature and CO2 data from the past 1000 years. Temperature is a northern hemisphere average. Temperature from several types of measurements are consistent in temporal behavior.

Page 28: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Schematic of a model experiment.

T

T Start model prediction

Model prediction without forcing

Model prediction with forcing

Model prediction with forcing and source of internal variability

Observations or “truth”

Eat+Δt = Ea

t + Δt((Pa – LaEa) + (Traßàoil + Ma ))

Page 29: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Studies like this are important

•  Abrupt onset of the Little Ice Age triggered by volcanism and sustained by sea-ice/ocean feedbacks – Miller et al. 2012, Geophysical Research

Letters •  Link from Journal •  PDF from NCAR •  Some commentary

Page 30: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Let’s focus on the balance of the energy at the Earth’s surface

Page 31: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Let’s build up this picture

•  Follow the energy through the Earth’s climate.

•  As we go into the climate we will see that energy is transferred around. – From out in space we could reduce it to just

some effective temperature, but on Earth we have to worry about transfer of energy between thermal energy and motion of wind and water.

Page 32: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

But the Earth’s surface temperature is observed to be, on average, about 15 C (~59 F).

The sun-earth system (What is the balance at the surface of Earth?)

SUN

Earth

Based on conservation of energy: If the Earth did NOT have an atmosphere, then, the temperature at the surface of the Earth would be about -18 C ( ~ 0 F).

Welcome Back Radiative Balance. This is conservation of energy, which is present in electromagnetic radiation.

Page 33: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance

What happens to the energy coming from the Sun?

Energy is coming from the sun. Two things can happen at the surface. In can be:

Reflected

Top of Atmosphere / Edge of Space

Or Absorbed

Page 34: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance What happens to the energy coming from the Sun?

We also have the atmosphere. Like the surface, the atmosphere can:

Top of Atmosphere / Edge of Space

Reflect

or Absorb

Page 35: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance What happens to the energy coming from the Sun?

In the atmosphere, there are clouds which :

Top of Atmosphere / Edge of Space

Reflect a lot

Absorb some

Page 36: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance What happens to the energy coming from the Sun?

For convenience “hide” the sunbeam and reflected solar over in “RS”

Top of Atmosphere / Edge of Space RS

Page 37: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance What happens to the energy coming from the Sun?

Consider only the energy that has been absorbed.

What happens to it?

Top of Atmosphere / Edge of Space RS

Page 38: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance Conversion to terrestrial thermal energy.

1) It is converted from solar radiative energy to terrestrial

thermal energy. (Like a transfer between accounts)

Top of Atmosphere / Edge of Space RS

Page 39: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance Redistribution by atmosphere, ocean, etc.

2) It is redistributed by the atmosphere, ocean, land, ice, life. (Another transfer between accounts)

Top of Atmosphere / Edge of Space RS

Page 40: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance Terrestrial energy is converted/partitioned into three sorts

SURFACE

3) Terrestrial energy ends up in three reservoirs

(Yet another transfer )

Top of Atmosphere / Edge of Space

ATMOSPHERE CLOUD

RS

WARM AIR (THERMALS)

PHASE TRANSITION OF WATER

(LATENT HEAT)

RADIATIVE ENERGY

(infrared)

It takes heat to •  Turn ice to water •  And water to “steam;”

that is, vapor

Page 41: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance Which is transmitted from surface to atmosphere

SURFACE

3) Terrestrial energy ends up in three reservoirs

Top of Atmosphere / Edge of Space

ATMOSPHERE CLOUD

RS

(THERMALS) (LATENT HEAT) (infrared)

CLOUD

Page 42: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Building the Radiative Balance And then the infrared radiation gets complicated

SURFACE

Top of Atmosphere / Edge of Space

ATMOSPHERE CLOUD

RS

(THERMALS) (LATENT HEAT) (infrared)

CLOUD

1) Some goes straight to space

2) Some is absorbed by atmosphere and re-emitted downwards 3) Some is absorbed by clouds and re-emitted downwards

4) Some is absorbed by clouds and atmosphere and re-emitted upwards

Page 43: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Want to consider one more detail

•  What happens if I make the blanket thicker?

Page 44: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Thinking about the greenhouse A thought experiment of a simple system.

SURFACE

Top of Atmosphere / Edge of Space

ATMOSPHERE

(infrared)

1)  Let’s think JUST about the infrared radiation •  Forget about clouds for a while

2) More energy is held down here because of the atmosphere

•  It is “warmer”

3) Less energy is up here because it is being held near the surface.

•  It is “cooler”

Page 45: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Thinking about the greenhouse A thought experiment of a simple system.

SURFACE

Top of Atmosphere / Edge of Space

ATMOSPHERE

(infrared)

T effective

1)  Remember we had this old idea of a temperature the Earth would have with no atmosphere.

•  This was ~0 F. Call it the effective temperature. •  Let’s imagine this at some atmospheric height.

2) Down here it is warmer than T effective T > T effective

3) Up here it is cooler than T effective T < T effective

Page 46: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Thinking about the greenhouse Why does it get cooler up high?

SURFACE

Top of Atmosphere / Edge of Space

ATMOSPHERE

(infrared)

1) If we add more atmosphere, make it thicker, then

2) The part coming down gets a little larger. •  It gets warmer still.

3) The part going to space gets a little smaller •  It gets cooler still.

The real problem is complicated by clouds, ozone, ….

Page 47: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

So what matters?

Things that change

reflection Things that

change absorption

Changes in the sun

If something can transport energy DOWN from the surface.

THIS IS WHAT WE ARE DOING

Page 48: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Radiation Balance Figure

Page 49: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Radiative Balance (Trenberth et al. 2009)

Page 50: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

This lecture:

•  Projects •  Back to the past

–  Why is the past important? –  How do we investigate the past? –  Observation and model-based science –  Radiative balance of the Earth

•  Things that absorb energy •  Things that reflect energy

Page 51: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Iconic and Fundamental Figures

Page 52: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Scientific investigation of Earth’s climate

SUN: ENERGY, HEAT EARTH: ABSORBS ENERGY

EARTH: EMITS ENERGY TO SPACE à BALANCE

Page 53: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Sun-Earth System in Balance

The addition to the blanket is CO2

SUN EARTH

EARTH: EMITS ENERGY TO SPACE à BALANCE

PLACE AN INSULATING

BLANKET AROUND EARTH

FOCUS ON WHAT IS

HAPPENING AT THE

SURFACE

Page 54: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Increase of Atmospheric Carbon Dioxide (CO2)

Data and more information

Primary increase comes from burning fossil fuels – coal, oil, natural gas

Page 55: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Temperature and CO2: The last 1000 years

Surface temperature and CO2 data from the past 1000 years. Temperature is a northern hemisphere average. Temperature from several types of measurements are consistent in temporal behavior.

q  Medieval warm period

q  “Little ice age”

q  Temperature starts to follow CO2 as CO2 increases beyond approximately 300 ppm, the value seen in the previous graph as the upper range of variability in the past 350,000 years.

Page 56: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

CLOUD-WORLD

The Earth System

ATMOSPHERE

LAND

OCEAN ICE (cryosphere)

SUN

Page 57: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Radiation Balance Figure

Page 58: Climate Change: The Move to Action (AOSS 480 // NRE 480)climate-action.engin.umich.edu/CLIMATE_CHANGE_Problem_Solving… · book Windfall: The Booming Business of Global Warming .

Radiative Balance (Trenberth et al. 2009)


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