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Optimal Emission Reduction
• The problem
• The solution
– What will it cost?
– What to do?
How deep?
The ultimate objective of [the United Nations
Framework Convention on Climate Change] [...]
is to achieve [...] stabilization of greenhouse
gas concentrations in the atmosphere at a
level that would prevent dangerous
anthropogenic interference with the climate
system. Such a level should be achieved within
a time-frame sufficient to allow ecosystems
to adapt naturally, to ensure that food
production is not threatened and to enable
economic development to proceed in a
sustainable manner.
How deep?
• Concentration

 
 

 

   

1 1
1Stabilization:
1
t t t
t t
M M E
M M
EM M E M
How deep?
• Maier-Reimer & Hasselmann
  
  
 

 


  
     
  



5
,
1
5
, , 1 1
1
1 2 3
54
; 1
1 1/2; 1 1/17; 1 1/74;
1 1/363; 1
Stabilization: 0
t i t
i
i t i i ii t t
i
M M
M M E
E
Optimal Climate Policy
• In a static optimum, the marginal costs should
equal the marginal benefits
• In a situation like climate change, where the
benefits are a stock and the costs are a flow,
the marginal costs should equal the net
present value of the marginal benefits
Optimal Climate Policy
• In a static optimum, the marginal costs should
equal the marginal benefits
max ( ) ( ) ( )
E
W E B E C E 
0 0
W B C B C
E E E E E
    
     
    
Optimal Climate Policy
• In a situation like climate change, where the
benefits are a stock and the costs are a flow,
the marginal costs should equal the net
present value of the marginal benefits
0 1
1
1, ,...
( , ,...) ( )
max ( )
( )
t t t t t
t
E E
t
B E E C E
W E
r
 



1
1( )
t s t
s
s t t
B C
t
r E E
 
 
  

0
50
100
150
200
250
2005 2025 2045 2065 2085 2105
Carbontax(2000$pertoncarbon)
350
400
450
500
550
600
650
700
750
2005 2025 2045 2065 2085 2105
Atmosphericconcentrationofcarbondioxide(ppm)
Optimal Emission Control
• If the world were ruled by a benevolent
dictator, what would she do?
• A little emission reduction in the beginning,
more later, but not enough to stabilise
concentrations
• The first part is robust, the second part is
very sensitive to assumptions
• The last part is robust, unless there is a cheap
alternative to fossil fuels
• If we consider many countries, optimal
emission reduction goes down!
Gain
Emissions
Marginal private gains
from emissions
Marginal social losses
from emissions
Marginal net social gains
from emissions
Optimal Emission Control
• If the world were ruled by a benevolent
dictator, what would she do?
• A little emission reduction in the beginning,
more later, but not enough to stabilise
concentrations
• The first part is robust, the second part is
very sensitive to assumptions
• The last part is robust, unless there is a cheap
alternative to fossil fuels
• If we consider many countries, optimal
emission reduction goes down!

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Optimal climate policy

  • 1. Optimal Emission Reduction • The problem • The solution – What will it cost? – What to do?
  • 2. How deep? The ultimate objective of [the United Nations Framework Convention on Climate Change] [...] is to achieve [...] stabilization of greenhouse gas concentrations in the atmosphere at a level that would prevent dangerous anthropogenic interference with the climate system. Such a level should be achieved within a time-frame sufficient to allow ecosystems to adapt naturally, to ensure that food production is not threatened and to enable economic development to proceed in a sustainable manner.
  • 3. How deep? • Concentration               1 1 1Stabilization: 1 t t t t t M M E M M EM M E M
  • 4.
  • 5. How deep? • Maier-Reimer & Hasselmann                             5 , 1 5 , , 1 1 1 1 2 3 54 ; 1 1 1/2; 1 1/17; 1 1/74; 1 1/363; 1 Stabilization: 0 t i t i i t i i ii t t i M M M M E E
  • 6. Optimal Climate Policy • In a static optimum, the marginal costs should equal the marginal benefits • In a situation like climate change, where the benefits are a stock and the costs are a flow, the marginal costs should equal the net present value of the marginal benefits
  • 7. Optimal Climate Policy • In a static optimum, the marginal costs should equal the marginal benefits max ( ) ( ) ( ) E W E B E C E  0 0 W B C B C E E E E E                
  • 8. Optimal Climate Policy • In a situation like climate change, where the benefits are a stock and the costs are a flow, the marginal costs should equal the net present value of the marginal benefits 0 1 1 1, ,... ( , ,...) ( ) max ( ) ( ) t t t t t t E E t B E E C E W E r      1 1( ) t s t s s t t B C t r E E        
  • 9.
  • 10.
  • 11. 0 50 100 150 200 250 2005 2025 2045 2065 2085 2105 Carbontax(2000$pertoncarbon)
  • 12. 350 400 450 500 550 600 650 700 750 2005 2025 2045 2065 2085 2105 Atmosphericconcentrationofcarbondioxide(ppm)
  • 13. Optimal Emission Control • If the world were ruled by a benevolent dictator, what would she do? • A little emission reduction in the beginning, more later, but not enough to stabilise concentrations • The first part is robust, the second part is very sensitive to assumptions • The last part is robust, unless there is a cheap alternative to fossil fuels • If we consider many countries, optimal emission reduction goes down!
  • 14. Gain Emissions Marginal private gains from emissions Marginal social losses from emissions Marginal net social gains from emissions
  • 15. Optimal Emission Control • If the world were ruled by a benevolent dictator, what would she do? • A little emission reduction in the beginning, more later, but not enough to stabilise concentrations • The first part is robust, the second part is very sensitive to assumptions • The last part is robust, unless there is a cheap alternative to fossil fuels • If we consider many countries, optimal emission reduction goes down!