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Costs and effectiveness of
the Copenhagen pledges:Assessing global greenhouse gas
emissions targets and actions for 2020
Rob Dellink & Gregory Briner
Climate Change, Biodiversity and Development division
OECD Environment Directorate
[email protected], www.oecd.org/env/cc/econ
Ambitious action is affordable
• Ambitious action is economically rational
– Not cheap, but it is affordable compared with the cost of inaction.
– An ambitious stabilisation scenario could cost about 1/10th of a
percentage point of GDP growth each year to 2050, not considering
the environmental benefits of action.
• The economic crisis is not an excuse to delay action
– Postpones the inevitable, requiring larger emission cuts later.
– Crisis is an opportunity for structural reform, and for re-directing
investment.
• “Green growth” is about managing the restructuring the economy
– Climate policy (mitigation and adaptation) is a major part of a
green growth strategy
2
Key features of the ENV-Linkages model
– Computable General Equilibrium (CGE) model: full description of the
economy and equilibrium on all markets
– World divided into 12 regions
– Economy divided into 22 sectors (incl. 5 energy-intensive industries)
plus 5 electricity technologies
– Recursive-dynamic structure: horizon 2005-2050; vintages of capital
– Greenhouse gas emissions (CO2, CH4, N2O, HFCs, PFCs & SF6)
linked to economic activity
– Impacts of climate change not assessed: model only assesses the
costs of policies, without valuing their environmental benefits
– Baseline projection based on conditional convergence hypothesis and
includes short and long term effects of economic crisis
– No existing climate policies in baseline except EU-ETS until 2012
3
Business-as-usual developments4
100
110
120
130
140
150
160
2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
Ind
ex 2
005
= 10
0
GDP Baseline GHG Emissions Baseline
Declared targets - Annex I Parties5
Party Low pledge High pledge
New Zealand -10% from 1990 -20% from 1990
EU27 -20% " " -30% " "
Lichenstein -20% " " -30% " "
Switzerland -20% " " -30% " "
Norway -30% " " -40% " "
Iceland -30% " " -30% " "
Monaco -30% " " -30% " "
Japan -25% " " -25% " "
Russia -15% " " -25% " "
Ukraine -20% " " -20% " "
Belarus -5% " " -10% " "
Croatia -5% " " -5% " "
Australia -5% from 2000 -25% from 2000
Canada -17% from 2005 -17% from 2005
United States -17% from 2005 -17% from 2005
Declared actions - non-Annex I Parties6
Party Low pledge High pledge
Brazil -36% from BAU -39% from BAU
China Carbon intensity -40% from 2005 Carbon intensity -45% from 2005
India Carbon intensity -20% from 2005 Carbon intensity -25% from 2005
Indonesia -26% from BAU
Israel -20% from BAU
Korea -30% from BAU
Mexico -30% from BAU
South Africa -34% from BAU
Costa Rica Significant deviation from BAU
Maldives Carbon neutral
Marshall Islands -40% from 2009
Moldova -25% from 1990
Singapore -16% from BAU
From pledges to modelling scenarios7
Pledges
Modelling
scenarios
• Grouped countries into 12 regions
• Excluded LULUCF
• Converted targets to a common base year
• Translated carbon intensity pledges into
deviations from BAU emissions
• Assumed pledges met using economy-wide
emissions trading schemes
• Made assumptions on offsets
• Made assumptions on linking of carbon markets
• Assumed BAU for countries without pledges
From pledges to modelling scenarios8
Region Low & Fragmented scenario High & Linked scenario
Australia & New Zealand +10.5% from 1990 -11.5% from 1990
Canada +3% from 1990 +3% from 1990
EU27 & EFTA -20% from 1990 -30% from 1990
Japan -25% from 1990 -25% from 1990
Russia -15% from 1990 -25% from 1990
United States -3.5% from 1990 -3.5% from 1990
Non-EU Eastern Europe -16% from 1990 -16.5% from 1990
Brazil -36% from BAU -39% from BAU
China -0.2% from BAU -8.5% from BAU
India +45% from BAU +36% from BAU
Oil Exporting countries &
Middle East-8.5% from BAU -8.5% from BAU
Rest of the World -6% from BAU -6% from BAU
Pledges
Modelling
scenarios
How do Annex I targets in the
Copenhagen Accord add up?
9
Baseline
Low & Fragmented
High & Linked
Trajectory to 2oC according to IPCC(2007)
10
11
12
13
14
15
16
17
18
19
20
21
2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
GH
G e
mis
sio
ns
(GtC
O2e
)
Panel A: Annex I
0 -0 -0 -
Excluding emissions from LULUCF
How do all targets and actions in the
Copenhagen Accord add up globally?
10
Baseline
Low & Fragmented
High & Linked
Trajectory to 2oC according to IPCC(2007)
30
32
34
36
38
40
42
44
46
48
50
52
54
2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
GH
G e
mis
sio
ns
(GtC
O2e
)
Panel C: World
0 -
Consistent with
about 3oC
Excluding emissions from LULUCF
Costs of action in 2020:
Equivalent variation in real income
11
-6.0
-5.0
-4.0
-3.0
-2.0
-1.0
0.0
1.0
Aus
tral
ia &
N
ew Z
eala
nd
Braz
il
Can
ada
Chi
na
EU27
& E
FTA
Indi
a
Japa
n
Mid
dle
East
Non
-EU
Eas
tern
Eu
rope
an c
ount
ries
Res
t of t
he W
orld
Rus
sia
Uni
ted
Stat
es
Ann
exI
Non
-Ann
exI
Wor
ld
% c
hang
e re
lativ
e to
bas
elin
e
Real income impact (EV)
Low & Fragmented High & Linked
Excluding damages from climate change impacts and benefits from reducing impacts.
Ambitious target; w/o
international financingReduced fossil
fuel exports
Gross Domestic Product
12
…is not a good indicator of utility impacts
-2.0
-1.5
-1.0
-0.5
0.0
0.5
Aus
tral
ia &
N
ew Z
eala
nd
Bra
zil
Can
ada
Chi
na
EU
27
& E
FTA
Ind
ia
Jap
an
Oil
expo
rter
s &
Mid
dle
East
Non
-EU
Eas
tern
Eu
rope
an c
ount
ries
Res
t of t
he W
orld
Ru
ssia
Uni
ted
Stat
es
An
nex
I
No
n-A
nn
exI
Wor
ld
% c
hang
e re
lati
ve to
bas
elin
e
GDP impact
Low & Fragmented High & Linked
Potential fiscal revenues in 2020
13
…if market-based instruments are used
0.0
20.0
40.0
60.0
80.0
100.0
120.0
140.0
160.0
180.0
200.0
Aus
tral
ia &
N
ew Z
eala
nd
Bra
zil
Can
ada
Chi
na
EU27
& E
FTA
Indi
a
Japa
n
Oil
expo
rter
s &
M
iddl
e Ea
st
Non
-EU
Eas
tern
Eu
rope
an c
ount
ries
Res
t of t
he W
orld
Rus
sia
Uni
ted
Stat
es
bln
USD
Potential fiscal revenues
Low & Fragmented High & Linked
Output of energy-intensive industries in 2020
14
…if market-based instruments are used
-4.0%
-3.0%
-2.0%
-1.0%
0.0%
1.0%
2.0%
3.0%A
ust
ralia
&
New
Zea
lan
d
Bra
zil
Can
ada
Chi
na
EU2
7 &
EFT
A
Indi
a
Japa
n
Oil
expo
rter
s &
M
iddl
e Ea
st
Non
-EU
Eas
tern
Eu
rope
an
coun
trie
s
Res
t of t
he
Wo
rld
Rus
sia
(4)
Un
ite
d S
tate
s
% c
hang
e re
lati
ve to
bas
elin
e
Output of energy-intensive industry
Low & Fragmented High & Linked
Sensitivity analysis on the ceiling on offsets
15
0.0
5.0
10.0
15.0
20.0
25.0
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
0 5 10 15 20 25 30 35 40 45 50 55 60 65
Off
set v
alue
in b
ln U
SD
GD
P im
pact
and
fis
cal r
even
ues
in %
Limit on offsets in %
Fiscal revenues (% of GDP) Fiscal revenues (% of GDP)
GDP impact (% change from BAU) GDP impact (% change from BAU)
Offset value (bln USD) Offset value (bln USD)
Low & Fragmented High & Linked
0.0
5.0
10.0
15.0
20.0
25.0
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
0 5 10 15 20 25 30 35 40 45 50 55 60 65
Off
set v
alue
in b
ln U
SD
GD
P im
pact
and
fis
cal r
even
ues
in %
Limit on offsets in %
Fiscal revenues (% of GDP) Fiscal revenues (% of GDP)
GDP impact (% change from BAU) GDP impact (% change from BAU)
Offset value (bln USD) Offset value (bln USD)
Low & Fragmented High & Linked
0.0
5.0
10.0
15.0
20.0
25.0
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
0 5 10 15 20 25 30 35 40 45 50 55 60 65
Off
set v
alue
in b
ln U
SD
GD
P im
pact
and
fis
cal r
even
ues
in %
Limit on offsets in %
Fiscal revenues (% of GDP) Fiscal revenues (% of GDP)
GDP impact (% change from BAU) GDP impact (% change from BAU)
Offset value (bln USD) Offset value (bln USD)
Low & Fragmented High & Linked
Impact of linking on mitigation costs
16
-6.0
-5.0
-4.0
-3.0
-2.0
-1.0
0.0
1.0
Aus
tral
ia &
N
ew Z
eala
nd
Bra
zil
Can
ada
Chi
na
EU
27
& E
FTA
Ind
ia
Jap
an
Oil
expo
rter
s &
Mid
dle
East
Non
-EU
Eas
tern
Eu
rope
an c
ount
ries
Res
t of t
he W
orld
Ru
ssia
Uni
ted
Stat
es
An
nex
I
No
n-A
nn
exI
Wor
ld
% c
hang
e re
lati
ve to
bas
elin
e
Real income impact in the High pledges scenarios
High & Linked High & Fragmented
Impact of linking on fiscal revenues
17
0.0
2.0
4.0
6.0
8.0
10.0
12.0
Aus
tral
ia &
N
ew Z
eala
nd
Bra
zil
Can
ada
Ch
ina
EU27
& E
FTA
Indi
a
Japa
n
Oil
exp
ort
ers
&
Mid
dle
Eas
tN
on-
EU E
aste
rn
Euro
pea
n c
ou
ntr
ies
Re
st o
f th
e W
orl
d
Ru
ssia
Un
ited
Sta
tes
Ann
exI
Non
-Ann
exI
Wor
ld
% o
f G
DP
Potential fiscal revenues in the High pledges scenarios
High & Linked High & Fragmented
Preliminary assessment of
the pledges in the Copenhagen Accord
• Pledges for 2020 are not ambitious enough for the long-term goal of
remaining below 2°C average global temperature increase
– Emissions may stabilise, but concentrations will not
– More action is required after 2020, probably at higher costs
• Using market-based policy instruments helps to keep costs as low
as possible and creates fiscal opportunities
– Linking can reduce costs by 20%-25% for Annex I
– Revenues could be more than 1% of GDP (~400 bln USD)
• Crucial and uncertain assumptions:
– Allowing more offsets leads to lower costs and less fiscal revenues
– International financing of mitigation action
– No banking of AAUs, no emissions from LULUCF
18
Future research – this year
• Revise assessment of pledges by Brazil and Indonesia
• Assessing the impacts of major uncertainties on environmental
effectiveness, costs and potential revenues
– Surplus AAUs from Kyoto commitment period
– International financing of mitigation action in non-Annex I countries
– Additionality of domestic mitigation actions and offsets
– Conversion factors for offset credits
– Free allowances of permits
• Alternative indicators of costs
– More focus on sectoral impacts
– Unilateral versus multilateral costs
19
Future research – next year
• Major update of model baseline and regional aggregation
• Include LULUCF into the model
– Calculate land use and land use change
– Assess associated mitigation potential
– Address role of accounting rules for Annex I parties
– Role of REDD+ in domestic mitigation action and offset market
• Update analysis based on whatever happens in Cancun (or before or
after)
• Related major modelling projects
– Green Growth Strategy (2011)
– OECD Environmental Outlook (2012)
20
Low & Fragmented: what costs & revenues?
Emissions target GDP in 2020 2020 revenues
(change in 2020 from 1990) (change from baseline) (if taxes/auctioned permits)
Australia & NZ 10.5% -0.4% 1.1% of GDP
Canada 3% -0.4% 1.4% of GDP
EU27 & EFTA -20% -0.2% 0.7% of GDP
Japan -25% -0.4% 1.2% of GDP
Non-EU E Europe -16% -0.3% 0.6% of GDP
Russia -25% -0.2% 0% of GDP
US -3.5% -0.2% 1.1% of GDP
Brazil
China
India
-36% from BAU
-0.2% from BAU <0.1% of GDP-0.2%
+45% from BAU
Oil Exporting -8.5% from BAU
-1.5% 8.6% of GDP
0.1% 0% of GDP
-0.9% 1.8% of GDP
Annex I -13% -0.3% 1.0% of GDP
0.0% 0.3% of GDPROW -6% from BAU
World+18% from 2005
(-11% from baseline)-0.3% 0.9% of GDP
non Annex I +48% from 2005
(-4% from baseline)-0.2% 0.8% of GDP
22
High & Linked: what costs & revenues?
Emissions target GDP in 2020 2020 revenues
(change in 2020 from 1990) (change from baseline) (if taxes/auctioned permits)
Australia & NZ -11.5% -0.6% 1.9% of GDP
Canada 3% -0.3% 1.3% of GDP
EU27 & EFTA -30% -0.3% 0.9% of GDP
Japan -25% -0.1% 0.6% of GDP
Non-EU E Europe -16.5% -1.5% 6.0% of GDP
Russia -25% -1.9% 7.4% of GDP
US -3.5% -0.2% 1.0% of GDP
Brazil
China
India
-39% from BAU
-8.5% from BAU 0.3% of GDP-0.3%
+36% from BAU
Oil Exporting -8.5% from BAU
-1.9% 9.9% of GDP
0.0% 0% of GDP
-0.9% 1.8% of GDP
Annex I -17% -0.3% 1.1% of GDP
-0.1% 0.3% of GDPROW -6% from BAU
World+13% from 2005
(-14% from baseline)-0.3% 1.0% of GDP
non Annex I +42% from 2005
(-7% from baseline)-0.3% 0.9% of GDP
23