lecture 3 – forcings and feedback - warwick · 2014. 10. 10. · “warming of the climate is...

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The challenges of climate change Lecture 3 – Forcings and Feedback

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Page 1: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

The challenges of climate change Lecture 3 – Forcings and Feedback

Page 2: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Outline of course ¡  Do we understand the science behind climate

change? ¡  Historical climate ¡  Basics of climate science ¡  Modeling the climate ¡  Understanding the uncertainty

¡  What are the implications of climate change? ¡  Biological/environmental implications ¡  Economic political implications

¡  What human actions can be taken to address climate change? ¡  Individual action ¡  Political action ¡  Technology ¡  Economic action ¡  Sources of inertia

Page 3: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

A greenhouse

Earth Surface

in-coming Re-radiated

Greenhouse gas E E

E

E

½ E

½ E

Energy in = Energy out Energy in = 2 Energy out

Page 4: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Radiative forcing ¡  Imbalance in incoming and outgoing radiation

Earth surface

Top of troposphere

240 240

x2 CO2

240 236 240 240

T=15 oC T=15 oC T=15+1.5 oC

Pre-industrial CO2 = 280 ppm, now = 400 ppm

Radiative forcing arises from all greenhouse gases, and can be assessed via global warming potential

(W/m2)

Page 5: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Land Use

Page 6: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Aerosol forcing

¡ Aerosols are particulate matter in the atmosphere – natural (e.g. volcanoes, ice, sand) and anthropogenic (carbon etc).

¡ Can create two types of forcing (not feedback).

¡ DIRECT ¡  Global dimming (negative, 2 W/m2)

¡  INDIRECT ¡  Changes in cloud chemistry, albedo and lifetime

(negative 1.5 W/m2)

Page 7: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Climate Sensitivity ¡ Change in temperature for a given radiative

forcing

¡ G0= Change in temperature / Change in forcing = 0.27 oC/W/m2

Page 8: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Feedback

Change

Feedback

Feedback

Change

Feedback

Feedback

Positive

Negative

Positive

Negative

Note: Feedback can be unstable

Page 9: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Page 10: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Black daisies like it cool

Page 11: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Black daisies like it cool

White daisies like the heat

Page 12: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Black daisies like it cool

White daisies like the heat At early times the star is faint (like the sun)

Page 13: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Black daisies like it cool

White daisies like the heat At early times the star is faint (like the sun) Black daisies dominate, albedo is low, and temperature rises.

Page 14: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Black daisies like it cool

White daisies like the heat At early times the star is faint (like the sun) Black daisies dominate, albedo is low, and temperature rises. White daisies begin to grow, albedo rises

Page 15: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Black daisies like it cool

White daisies like the heat At early times the star is faint (like the sun) Black daisies dominate, albedo is low, and temperature rises. White daisies begin to grow, albedo rises. As planet gets much hotter, white daisies dominate.

Page 16: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Daisyworld

Time

Tem

pe

ratu

re

No daisies

With daisies

Page 17: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant
Page 18: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Ca 70m sleq total

Ca 6m sleq possibly vulnerable

Flemming et al. 1998

Page 19: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Blackbody feedback

Peak proportional to Temperature

Energy out proportional to T4

Note: T in Kelvin

Page 20: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Blackbody feedback

Time

Tem

pe

ratu

re

Constant heat input (e.g. boiling a pan of water)

Higher temperatures => Greater energy loss (T4)

Negative feedback

Page 21: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Water Vapour Feedback

Water saturation (mid troposphere) <-Simulation Observed->

Water vapour is dominant greenhouse gas Increased water vapour increases absorption in IR Causes additional increases in temperature

Page 22: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Clouds?

¡ Complex and controversial ¡  Clouds are white, they reflect sunlight (negative

feedback)

¡  Clouds have high humidity, so lots of water vapour (positive feedback)

¡  Probably a negative feedback, but level of scientific understanding still poor (but improving, see IPCC AR5).

Page 23: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Figure TS.5

Radiative Forcings IPCC AR4 2007

Page 24: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

IPCC AR5 2013

Page 25: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

“Real” Climate Sensitivity

No feedback

With feedback

Page 26: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Radiative forcing ¡  Imbalance in incoming and outgoing radiation

Earth surface

Top of troposphere

240 240

x2 CO2

240 236 240 240

T=15 oC T=15 oC T=15+1.2 oC

Pre-industrial CO2 = 280 ppm, now = 400 ppm

240 240

T=15+2.5 oC

With feedback

Page 27: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

The scary stuff – non-linear feedback

No

rth

atla

ntic

su

rfa

ce

te

mp

era

ture

salinity

Shutting down of the North Atlantic Thermohaline

circulation

Page 28: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Ocean Circulations

Page 29: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant
Page 30: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

The younger dryas

Page 31: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Avoiding “non-linear” events ¡  The risk of irreversible change increases with

temperature rises ¡  Vulnerability of ice sheets increases

¡  Larger degree of permafrost melting

¡  Breakdown of biomass in rainforests

¡  Smaller rises minimize this risk, 2 degrees is thought to be reasonable (450 ppm CO2) but there is still much uncertainty (week 4).

Page 32: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Conclusions ¡ Detailed measurements enable the degree of

imbalance between incoming and outgoing radiation from various physical processes to be calculated as a radiative forcing

¡ Anthropogenic changes are amplified by feedbacks, which makes climate twice as sensitive to changes as might otherwise be expected.

¡  Potential for major, and irreversible (on the short term) changes exist.

Page 33: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

The challenges of climate change Lecture 4 – Modeling the Climate

Page 34: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Weather is not climate

Daily Express 2013

Daily Express (yesterday)

Page 35: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Ocean Atmosphere General Circulation Models (OAGCM) AIM: To enable projections of future climate

Page 36: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

What’s in a model ¡  Basic physics

¡ Conservation laws

¡  Equations of state

¡  Transport of energy via convection/radiation

¡ Moist processes (evaporation/condensation etc)

¡ Geography/resolution

Ab initio

Parameterization

Page 37: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

State of art ca 1997

Major Volcanos

-> Major volcanic eruptions are a visible and predictable perturbation on the climate.

Page 38: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Climate Weather

Page 39: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

State of the art ~today

Page 40: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

State of the art ~today Models are highly advanced (e.g. GEOS-5) BUT still fail to match some detailed measurements

……These errors include: too strong surface wind stress in high latitudes; too strong cloud radiative forcing in low latitudes, and too weak cloud radiative forcing in high latitudes; errors in precipitation typical of most state-of-the-art climate models, e.g.,a strong double Inter-Tropical Convergence Zone (ITCZ). (Vikhliaev et al. GEOS-5) http://gmao.gsfc.nasa.gov/GEOS/geos5/geos5_research/CTB_seminar_11_2010.php

Page 41: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

IPC 2007

“Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant cause of the observed warming” IPCC 2013 “Greenhouse gas forcing has very likely [90%] caused most of the observed global warming over the last 50 years.” IPCC 2007 ….likely [67%].. IPCC 2001

Page 42: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Inevitable Problems of projection ¡  Even with a perfect model: ¡  Anthropogenic changes in future climate depend

on human activity – need different scenarios (SRES)

¡  Some natural variations (e.g. volcanoes) are unpredicatable, so can’t be easily folded in.

Page 43: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Potentially soluble problems with projection ¡ Garbage in = Garbage out (GIGO)

¡  Real world is complex ¡  Geography

¡  Ocean cycles (El Nino etc)

¡  Real physics is complicated and not all well understood. ¡  Water

¡  Radiative transfer

Page 44: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Special Report on Emissions Scenarios

1.  Population peaks mid century. A1: technology-led economy,

F fossil fuels vs ( B “balanced” ) vs T non-fossil fuelled.

not predictions, but a range of plausible assumptions

2.  Population continues to increase.

A2: very heterogeneous world (“business as usual”) B2: lower growth rate; emphasis on local solutions (smart but laissez-faire)

B1: info & service economy; sustainability & global solʼ’ns.

B2

Page 45: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Figure TS.28

IPCC 2007: Scenario -> OAGCM -> Climate prediction

Page 46: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

IPCC 2007

Page 47: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant
Page 48: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

The last 20 years

IPCC 2013

Page 49: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Hallmarks of real warming

¡ Carbon dioxide and other greenhouse gases can have their radiative forcing directly measured.

¡  Stratospheric cooling, more heat is being returned to Earth than escapes.

¡  The re-radiated IR emission has been directly observed.

¡ Models only re-create recent past temperature trends with the addition of anthropogenic forcing

¡ Nights are warming faster than days

¡  The ocean is warming from the top down

Page 50: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Not only global warming

¡  Sea level rises – loss of habitat, fish spawning grounds etc.

¡ CO2 absorbed in the ocean causes acidification

¡ More on implications next lecture.

Page 51: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Doubting voices ¡ Massive, non-anthropogenic climate change has

occurred in the past, and will happen in the future.

¡  Human activity is dwarfed by natural processes which render the impact of e.g. fossil fuel burning on global climate negligible.

¡  Evidence for recent warming depends critically on the data and time range chosen.

¡  There is insufficient evidence to conclude that anthropogenic global warming is occurring.

Think about how you might now answer these critics

Page 52: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Justifiable concerns? ¡  Statistical and systematic errors on direct

measurement

¡  Baselines for temperature proxies

¡ Attribution

¡  Past performance is not a good guide to future return

Page 53: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Real data ¡ Measurements aren’t perfect……….

Thermometers

Statistical errors affect the accuracy to which the thermometer can be read – inevitable, and act in both directions. Systematic errors reflect additional sources of uncertainty, and often act in a single direction

Page 54: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Temperature proxies

Page 55: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Natural variability

Page 56: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Simple temperature records

¡  Strongly dependent on quality of data, and local effects (note the units of the x-axis are standard deviations, not degrees)

http://www.giss.nasa.gov/research/briefs/hansen_17/dice.gif

Page 57: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

IPCC approach

Note that improved treatment of uncertainty is a “key goal” of AR5

Page 58: Lecture 3 – Forcings and Feedback - Warwick · 2014. 10. 10. · “Warming of the climate is unequivocal”, “It is extremely likely that human influence has been the dominant

Attribution ¡ A warming record does not attribute the cause