Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Pegram Lecture 2, August 10, 2012
1. Economic Returns from
the Biosphere
Pegram Lecture No 2
Brookhaven National Laboratories, LI
New York
Graciela Chichilnisky
www.chichilnisky.com
Columbia University
Columbia Consortium for Risk 1
Management (CCRM)
www.columbiariskmanagement.net
2. Human beings, or their close genetic relatives,
have lived on Earth for several million years
Yet only recently has human activity reached
levels at which it can affect fundamental natural
processes
the concentration of gases in the
atmosphere (CO2, Ozone)
the planet’s water mass
The complex web of species which
constitute life on earth
Columbia Consortium for Risk 2
Management (CCRM)
www.columbiariskmanagement.net
3. Changes in global atmospheric composition
Atmospheric Concentration of CO2 ,
1959-2000 Sources:
Carbon Dioxide Mixing Ratio (ppm)
380
370
360
Fossil Fuel Consumption
350
340
330
320
310
300
Forest Burning
290
280
1959 1963 1967 1971 1975 1979 1983 1987 1991 1995 1999
Atmospheric Concentration of CFC-12,
1978-2001 The Facts - Trace
600
Refrigerants Gas
CFC-12 Mixing Ratio (ppm)
500
400
Foam Blowing Concentrations
300
are increasing
Solvents
200
100
0
1978 1982 1986 1990 1994 1998
Atmospheric Concentration of
Methane, 1986-2001
Rice Paddies
1,740
Methane Mixing Ratio (ppm)
1,720
1,700
1,680
1,660
1,640
Marshlands
1,620
1,600
1,580
Cattle
1,560
1986 1990 1994 1998
Source: World Resources Columbia Consortium for Risk 3
Institute, 2002 Management (CCRM)
www.columbiariskmanagement.net
5. Source: National Oceanic and Atmospheric Administration (NOAA). US Department of
Commerce. http://www.noaa.gov/
Columbia Consortium for Risk 5
Management (CCRM)
www.columbiariskmanagement.net
6. Policy responses to
Atmospheric Changes
1988: Intergovernmental Panel on
Climate Change is created
Ultimate global authority on climate
change issues – US is part of it
1992: Rio UN Earth Summit targets -
roll back industrial countries emission
to 1990 levels by 2000
A long road since Rio
Columbia Consortium for Risk 6
Management (CCRM)
www.columbiariskmanagement.net
7. Sources: “A timeline of climate change” Matthew Knight, CNN science, 14, May 2008.
http://www.cnn.com/2008/TECH/science/03/31/Intro.timeline/index.html (the rest came from G. Chichilnisky directly).
Columbia Consortium for Risk 7
Management (CCRM)
www.columbiariskmanagement.net
8. How to achieve the Rio targets?
Proposals:
Global carbon taxes (OECD Study,
1993 – 4
Global markets for carbon emission
permits (Chichilnisky’s proposals: 1
1. proposal to OECD, 1993, 2. 1996
& 1997 proposal to UN Framework
Convention on Climate Change, Chair
R. Estrada-Oyuela, and 3. proposal
to World Bank 1995)
Columbia Consortium for Risk 8
Management (CCRM)
www.columbiariskmanagement.net
9. 1995 Berlin Mandate
Negotiate Protocol to quantify
limitations by industrial countries,
e.g. in 2000, 2010, 2020
Joint implementations pilot
Prelude to emissions trading
Columbia Consortium for Risk 9
Management (CCRM)
www.columbiariskmanagement.net
10. Geneva: June 1996
U.S. Undersecretary of State Tim
Wirth proposes my initiative on
global emission markets
Columbia Consortium for Risk 10
Management (CCRM)
www.columbiariskmanagement.net
11. 1996
● In 1996, the IPCC reported that
human induced emissions of carbon
have a discernible effect on climate
● Scientific uncertainty persists
● But it is recognized that the risk of
climate change is real and potentially
catastrophic
Columbia Consortium for Risk 11
Management (CCRM)
www.columbiariskmanagement.net
12. Kyoto: 1997
166 nations accepted our
emissions market proposal to
UNFCCC
The Kyoto Protocol
Columbia Consortium for Risk 12
Management (CCRM)
www.columbiariskmanagement.net
13. The Kyoto Protocol
1997: Kyoto Protocol was signed
Including the Carbon Market – which
I wrote into the Kyoto Protocol draft
But emissions continue to increase
outside the KP nations
Columbia Consortium for Risk 13
Management (CCRM)
www.columbiariskmanagement.net
14. 1998 BUENOS AIRES COP4
Set 2 year deadline for completing
the KYOTO AGENDA
Columbia Consortium for Risk 14
Management (CCRM)
www.columbiariskmanagement.net
15. The Carbon Market
Kyoto set 5% emission reductions
for Annex 1 countries by 2008-2012
and created three facilitating
mechanisms to achieve this
Columbia Consortium for Risk 15
Management (CCRM)
www.columbiariskmanagement.net
16. KP: Facilitating mechanisms for
Annex 1 countries
Joint implementation (article 6)
Emission trading (article 17)
See also art 3.10 and 3.11
Clean Development Mechanism
(CDM)
Columbia Consortium for Risk 16
Management (CCRM)
www.columbiariskmanagement.net
17. •
The Carbon Market
Kyoto is the first international
agreement based on a market
mechanism
The Kyoto Protocol sets caps on CO2
emissions, and allows industrial
nations to trade the rights to emit*
* My proposal for a carbon market, written into the KP
Columbia Consortium for Risk 17
Management (CCRM)
www.columbiariskmanagement.net
18. Only one mechanism involves both
industrial and developing countries:
CLEAN DEVELOPMENT
MECHANISM
(ARTICLE 12)
Columbia Consortium for Risk 18
Management (CCRM)
www.columbiariskmanagement.net
19. 2005: Kyoto Protocol becomes
international law
The Kyoto Protocol sets caps on
CO2 emissions, and allows industrial
nations to trade the rights to emit
The Carbon Market becomes
international law in 2005
Columbia Consortium for Risk 19
Management (CCRM)
www.columbiariskmanagement.net
20. Kyoto becomes international law
2005 Kyoto Protocol and its carbon
market become International Law
2009 Copenhagen COP 15, I
introduce the Green Power Fund and
Negative Carbon into the CDM
2011 KP Carbon Market trades $200
Bn/year*
*The World Bank: “Facts and Trends of the Carbon Market” WB Annual Publication,
2011
Columbia Consortium for Risk 20
Management (CCRM)
www.columbiariskmanagement.net
21. Global emissions
Since 2005 Kyoto Protocol led to
about 30% reduction in EU
emissions.
Cf. The World Bank: Facts and Trends of the Carbon Market, 2011
But emissions continue to increase
outside the Kyoto Protocol nations
Columbia Consortium for Risk 21
Management (CCRM)
www.columbiariskmanagement.net
22. Source: National Oceanic and Atmospheric Administration (NOAA). US Department of
Commerce. http://www.noaa.gov/
Columbia Consortium for Risk 22
Management (CCRM)
www.columbiariskmanagement.net
23. 2007 BALI - COP 13:
The Bali Roadmap
2009 COPENHAGEN COP15
Reducing the U.S. – China impasse
A NEW COLD WAR?
Columbia Consortium for Risk 23
Management (CCRM)
www.columbiariskmanagement.net
24. Copenhagen 2009
COP 15 - I introduced
1. The Green Power Fund - accepted and
announced by Sec of State H. Clinton two
days later in Copenhagen
2. Carbon Negative Technologies into the CDM
Two seeds with Irresistible Growth*
*Chichilnisky, G. 2012 The National Journal “Two Seeds of Irresistible Growth”
Columbia Consortium for Risk 24
Management (CCRM)
www.columbiariskmanagement.net
25. 2011: Durban COP 17
The Green Power Fund is partly
accepted as the Green Climate Fund
Carbon Negative Technologies
become part of the CDM
What is missing?
Columbia Consortium for Risk 25
Management (CCRM)
www.columbiariskmanagement.net
26. The Carbon Market
Is now mandatory in 4 continents:
EU, Asia, Australia and the Americas
- in Quebec Canada and in California
USA
Trading $200 Bn/year in EU ETS
CDM has transferred over $50Bn for
clean tech projects in developing
nations
The World Bank: “Facts and Trends of the Carbon Market” annual
report 2005 - 2011 26
Columbia Consortium for Risk
Management (CCRM)
www.columbiariskmanagement.net
27. Policy responses
The Carbon Market Works
The EU ETS Carbon market reduced
about 30% of EU and Japan’s
emissions since 2005
The World Bank ‘Facts and Trends of the Carbon Market’ 2011
Columbia Consortium for Risk 27
Management (CCRM)
www.columbiariskmanagement.net
28. 2011: “Increased Ambition”
December 2011: Durban South
Africa COP 17 extends Kyoto Protocol
mandatory carbon limits until 2015
COP17 votes to provide a mandate to
establish global limits by 2020
Durban Platform for Enhanced Action
Columbia Consortium for Risk 28
Management (CCRM)
www.columbiariskmanagement.net
29. Three outstanding issues for
implementation of the Kyoto
Protocol
Opposition from the private sector
Developing countries do not participate in
emissions limits
U.S.-China impasse: A new Cold War?
Columbia Consortium for Risk 29
Management (CCRM)
www.columbiariskmanagement.net
30. All three issues arise from
fears that emissions limits will
interfere with economic growth
and the rise in standards of
living
Critical for all nations
especially for developing
countries
Columbia Consortium for Risk 30
Management (CCRM)
www.columbiariskmanagement.net
31. How to cut the link between
emissions and economic
growth?
Only new clean technologies can
achieve this
The carbon market is the solution
It introduces a price for carbon and
makes clean technology profitable, and
fossil fuels expensive and undesirable
Columbia Consortium for Risk 31
Management (CCRM)
www.columbiariskmanagement.net
32. How the Carbon Market and its Green
Power Fund Overcomes these Issues
Green Power Fund – a $200 Bn/year
private public fund
Funded by Carbon Market – which already
trades $200 Bn/year
Funding to provide off takes to build
carbon negative power plants in LA, Africa
and AOSIS
This is the ONLY WAY the CDM can bring
funding to these three regions – why?
Columbia Consortium for Risk 32
Management (CCRM)
www.columbiariskmanagement.net
33. The Carbon Market
Changes the Global Economy
New technology requires
appropriate economic
conditions to be
implemented.
Resource prices are key
Columbia Consortium for Risk 33
Management (CCRM)
www.columbiariskmanagement.net
34. Prices have an impact
A much-quoted statistic on this subject is
that the amount of energy used in
producing $1000-worth of constant-dollar
GNP in the USA fell by 38.9% from 1973
to 1983.
This was a result of switching to more
energy-efficient technologies, and mostly
of demand patterns changing away from
energy intensive products and services.
Most of this striking drop in energy use
occurred in the period 1979-1983.
Columbia Consortium for Risk 34
Management (CCRM)
www.columbiariskmanagement.net
35. New Technologies
(fuel cells, solar)
seem uncompetitive because of
excessively low resource prices
and a $400 Bn/year subsidies to
the coal industry
In real terms, oil prices are still
relatively low
Columbia Consortium for Risk 35
Management (CCRM)
www.columbiariskmanagement.net
36. Through clean technologies,
developing countries can
“leapfrog”, without repeating the
resource-intensive growth that
characterizes industrial
countries
Columbia Consortium for Risk 36
Management (CCRM)
www.columbiariskmanagement.net
37. Technology transfers and
emissions trading
Today there is no incentive for a USA
corporation to set plants in
developing countries using modern,
clean technology
Columbia Consortium for Risk 37
Management (CCRM)
www.columbiariskmanagement.net
38. Carbon MARKETS
Change all this
They reward the transfers of clean
technology
How?
Columbia Consortium for Risk 38
Management (CCRM)
www.columbiariskmanagement.net
39. Before the Carbon Market
The profits obtained by a firm are the
same for a Ford factory that
produces car parts in China using
dirty technology or clean
technology
Columbia Consortium for Risk 39
Management (CCRM)
www.columbiariskmanagement.net
40. After the Carbon Market
If Ford is allocated carbon
credits for clean car technology
corresponding to the emissions
saved, it can cash these permits
in the emissions market
Columbia Consortium for Risk 40
Management (CCRM)
www.columbiariskmanagement.net
41. Carbon Market
for Emission Credits
In the KP Annex 1 Countries were
given allocations of property
rights on emissions summing up
to a 5% reduction from 1995
global emissions, and they can
trade these freely among
themselves
Columbia Consortium for Risk 41
Management (CCRM)
www.columbiariskmanagement.net
42. REDD
A proposal to provide carbon credits for
“Reducing Emissions from Deforestation and
forest Degradation”
Not accepted by UNFCC because of low
effectiveness. Recent IPCC Canadian study
showed that forests are too slow as sinks of CO2:
If every square ft of arable land in the planet was
planted, it would not absorb more than 10% of
CO2 that humans emit by the end of the 21st
century.
Columbia Consortium for Risk 42
Management (CCRM)
www.columbiariskmanagement.net
43. Yasuni Initiative*
President Correa of Ecuador requests compensation from
the international community for not cutting down their part
of the Amazon forest to explore and extract petroleum
60% of Ecuador’s population is indigenous and has opposed
for many years the use of Ecuador’s forests by international
oil companies
60% of Ecuador’s export revenues are from petroleum
*The Economics of the Yasuni Initiative, Joseph Henry Vogel,
Initiative
foreword by G. Chichilnisky, Anthem Press, 2009
Columbia Consortium for Risk 43
Management (CCRM)
www.columbiariskmanagement.net
44. OTHER EXAMPLES
of Environmental Markets*
The trading of SO2 in the Chicago
Board of Trade since 1993, following
the Clean Air Act – successfully and
effficiently eradicated acid rain in the
US in 20 years
Water Markets in Australia and
California
*Environmental Markets: Equity and Efficiency, Chichilnisky and Heal 2000
Columbia Consortium for Risk 44
Management (CCRM)
www.columbiariskmanagement.net
45. Biodiversity and Markets for
emissions permits
Deforestation is the source of
approximately 20% of global
greenhouse gas emissions. Science
has shown that forests act as “sinks”
retaining large amounts of carbon
and absorbing large quantities of
carbon dioxide
Columbia Consortium for Risk 45
Management (CCRM)
www.columbiariskmanagement.net
46. The watershed problem is global
The value of watershed services to
major cities across the world is
estimated at $900 billion*
One can securitize watershed
services through innovative financial
instruments
* cf. G. Chichilnisky and G. Heal Nature 1995
Columbia Consortium for Risk 46
Management (CCRM)
www.columbiariskmanagement.net
47. SECURITIZATION
Form corporation to manage
conservation
Corporation owns the cost savings
from conserving watershed
Finance conservation by selling
shares
Local community and state should
own shares
Columbia Consortium for Risk 47
Management (CCRM)
www.columbiariskmanagement.net
48. Increased knowledge can help
How?
It can lead to:
Better understanding of natural risks and
how to manage them
(El Nino and Catastrophe Bundles)
Better understanding of human impacts on
nature and of new courses of action
(watersheds and environmental
bonds)
Columbia Consortium for Risk 48
Management (CCRM)
www.columbiariskmanagement.net
49. Markets are widely used
institutions
They are decentralized, and can be efficient.
But global environmental markets trade
unusual goods: privately produced public
goods
● Biodiversity is one
● The planet’s atmosphere is another
Columbia Consortium for Risk 49
Management (CCRM)
www.columbiariskmanagement.net
50. Environmental assets are often
public goods
CO2 concentration in the atmosphere
is a quintessential public good
because it mixes very thoroughly
throughout the planet and is very
stable (remains about 100 years)
It is not a typical public good
because it is not produced by the
government such as defense
CO2 is privately produced
Columbia Consortium for Risk 50
Management (CCRM)
www.columbiariskmanagement.net
51. Public goods change
matters
New Economic Findings
Only certain allocations of property
rights on the atmosphere between
countries will yield efficient market
solutions
This ties together the goals of
efficiency and fairness:
The aspirations of North and South
Columbia Consortium for Risk 51
Management (CCRM)
www.columbiariskmanagement.net
52. Privately produced public goods
are goods which are not “rival” in
consumption, but are privately
produced
we all produce emissions but the
atmosphere is the same for us all
Columbia Consortium for Risk 52
Management (CCRM)
www.columbiariskmanagement.net
53. First Theorem of Welfare Economics
The allocation resulting from a competitive
market equilibrium with private goods is
Pareto efficient (Arrow, 1950)
This theorem is independent of the
distribution of property rights. For
example: all but two traders may have
zero endowments of property rights and
the resulting equilibrium is still Pareto
efficient.
Columbia Consortium for Risk 53
Management (CCRM)
www.columbiariskmanagement.net
54. • But it requires all traded
goods to be private goods,
with rival consumption, and
privately owned.
Columbia Consortium for Risk 54
Management (CCRM)
www.columbiariskmanagement.net
55. Markets with PPP goods are
different from standard markets
In private goods markets,
efficiency and fairness are
separate concepts (often called
Coase’s theorem)
In markets with privately
produced public (PPP) goods these
two concepts are linked
Columbia Consortium for Risk 55
Management (CCRM)
www.columbiariskmanagement.net
56. With private goods efficiency requires
that MRS=MRT, but with public goods
the formula changes:
Lindahl-Bowen and Samuelson proved
that:
Sum of MRS across people = MRT
Columbia Consortium for Risk 56
Management (CCRM)
www.columbiariskmanagement.net
57. ● For efficient markets, traders
should choose freely between
private goods and
environmental quality
● However the atmosphere
concentration of CO2 is one and
the same for all. This is an
unavoidable physical fact
Columbia Consortium for Risk 57
Management (CCRM)
www.columbiariskmanagement.net
58. ● Therefore free choice must
lead every trader to select the
same overall trade-off between
private goods and atmospheric
quality
● For this to happen, trader’s
wealth should not be too far
apart
Columbia Consortium for Risk 58
Management (CCRM)
www.columbiariskmanagement.net
59. ● Efficiency and distribution are
connected in markets with PPP
goods
● A measure of equity is necessary
for efficiency
● Markets with knowledge and
environmental assets require
equity for efficiency
Columbia Consortium for Risk 59
Management (CCRM)
www.columbiariskmanagement.net
60. First Welfare Theorem in
Markets with Privately
Produced Public Goods
Only a finite number of ways of
distributing property rights on a
given total of emissions rights
between the traders gives rise to
efficient market allocations*
*Chichilnisky, Heal and Starrett 2000
Columbia Consortium for Risk 60
Management (CCRM)
www.columbiariskmanagement.net
61. ● Efficiency and distribution are
closely connected in economies
with environmental assets
● A measure of equity is
necessary for efficiency
Columbia Consortium for Risk 61
Management (CCRM)
www.columbiariskmanagement.net
62. POLICY
Those who have fewer endowments
of private goods must be endowed
with more property rights on the use
of the PPP good. Otherwise the
market does not operate efficiently
Columbia Consortium for Risk 62
Management (CCRM)
www.columbiariskmanagement.net
63. ● One way to ensure this is to follow a
simple rule: the countries that emit less
receive somewhat more permits:
● A “reverse grand-fathering” allocation
● Repeated across time, such a policy
would compensate those who use the
atmosphere judiciously and provide
incentives to abate
Columbia Consortium for Risk 63
Management (CCRM)
www.columbiariskmanagement.net
64. This scheme:
Rewards the transfers of clean
technology to developing countries
Multiplies the returns on R&D in the
private sector
Securitizing these returns attracts
global capital from private sources
for clean technology transfers
Columbia Consortium for Risk 64
Management (CCRM)
www.columbiariskmanagement.net
65. NEW MARKETS
A market has N traded goods and H
traders
Each trader has a preference uh : RN R
and an allocation of property rights
Ωh Є RN.
Columbia Consortium for Risk 65
Management (CCRM)
www.columbiariskmanagement.net
66. What is economic efficiency:
A feasible allocation is Pareto
efficient if there is no other feasible
allocation which makes everybody as
well off, and some strictly better off
Columbia Consortium for Risk 66
Management (CCRM)
www.columbiariskmanagement.net
67. A competitive equilibrium is a price p* ∈
RN and an allocation x1,…,xH ∈ RN x H such that
each trader maximizes utility subject to a
budget constraint:
Max uh(y) where y ∈ {z Є RN : <p*, z> = <p*,Ωh>}
And markets clear:
H H
Σ
h=1 xh Σ
= h=1Ωh.
Columbia Consortium for Risk 67
Management (CCRM)
www.columbiariskmanagement.net
68. A competitive market equilibrium
Is a set of prices p* and an allocation of
goods x1,…, xH ∈ RN x H at which each trader
maximizes utility subject to a budget
constraint, and all markets clear.
Columbia Consortium for Risk 68
Management (CCRM)
www.columbiariskmanagement.net
69. A General Model
•Consider a world economy with I countries, I ≥ 2 ,
indexed by i = 1,…,I. Each has a utility function ui ,
arguments a vector of private goods ci = (ci,1,ci,2,…,ci,m)
where m is the number of private goods, and also the
quality of the world’s atmosphere, a, which is a public
good.
• The quality of the atmosphere, a, is measured by
the reciprocal or the negative of CO2 concentration.
The concentration of CO2 is “produced” by emissions
of carbon, which are positively associated with the
production of private goods.
Columbia Consortium for Risk 69
Management (CCRM)
www.columbiariskmanagement.net
70. •Let y be a vector giving the production levels of
the m private goods in the country i
I ∂φι
a = Σ ai , ai = Φ (yi) and < 0 ∀ i.
i=1 ∂yi,l
a is a measure of atmospheric quality overall, and
ai is an index of the abatement carried out by
country i.
•Feasibility is defined by the above and by the
condition that the total consumption of each
private good worldwide equal total production:
∑ c = i=1,…,I
i
i=1,…,I
∑ yi
This allows unrestricted lump sum redistributions.
Columbia Consortium for Risk 70
Management (CCRM)
www.columbiariskmanagement.net
71. A Pareto efficient allocation is the solution to the
problem of maximizing the utility of a designed
country, subject to the other countries all reaching
prescribed utility levels. This gives the following
conditions:
∂ui ∂uk
= λk ∂ci,l
∀ l = 1,…,m and ∀ k ≠ i.
∂ci,l
This implies common MRS for all countries. Country i
is the country whose utility is being maximized, and λk
is a Lagrange multiplier associated with the constraint
that country k reach a specified welfare level, and
∂uk
∂Φi ∂ci,l
∂yi,l = ∀l,
Σk λk ∂uk
∂a
Columbia Consortium for Risk 71
Management (CCRM)
www.columbiariskmanagement.net
72. First Welfare Theorem for Markets with
Privately Produced Public Goods
Theorem
In an economy with k≥2 traders, j≥1private
goods and a public good, there exists at most a
one-dimensional manifold o property rights
allocations on the use of the public good
(allocation of “permits”) from which the
competitive equilibrium is Pareto efficient.
This is the Manifold of Efficient Allocations of
Property Rights
Columbia Consortium for Risk 72
Management (CCRM)
www.columbiariskmanagement.net
73. First Welfare Theorem
In Markets with Privately Produced Public Goods
There is only a finite number of ways of
distributing property rights on a given total
environmental use between the traders so that
the market equilibrium is Pareto efficient
Typically efficiency requires that those with fewer
endowments of private goods should have a
higher allocation of property rights on the public
goods
Chichilnisky, 1992-3
Chichilnisky and Heal, 1993
Chichilnisky, Heal and Starrett, 1993-4
Columbia Consortium for Risk 73
Management (CCRM)
www.columbiariskmanagement.net
74. Simple Example of a Market with
Privately Produced Public Goods
Two Countries, i=1,2
Two Goods:
one private: x
one public: a = abatement = - emissions
Initial data:
(1) technology φ (a) = x, and
(2) property rights on the use of the public good,
ai , i=1,2 Σ ai = a
Columbia Consortium for Risk 74
Management (CCRM)
www.columbiariskmanagement.net
75. Each Country solves the following problem:
(*) Max ui (xi ,a),
Such that
xi = φ (ai)+π ( ai – ai), φ’ < 0
where π is the market price of x relative to a ,
namely the “permit” price
At a World Market Equilibrium each country
maximizes utility (*), and all markets clear
i i
Σ ai = Σ ai = a
Columbia Consortium for Risk 75
Management (CCRM)
www.columbiariskmanagement.net
76. 2 nations market equilibrium trading a private and a public good
Columbia Consortium for Risk 76
Management (CCRM)
www.columbiariskmanagement.net
77. New Economic Findings
Efficiency in trading permits requires
more emission rights to developing
countries
Why?
Columbia Consortium for Risk 77
Management (CCRM)
www.columbiariskmanagement.net
78. Market Equilibrium: two nations trading two
goods – one private and one public
Columbia Consortium for Risk 78
Management (CCRM)
www.columbiariskmanagement.net
79. Experiments with
GREEN MODEL
Show that the world cost
of abatement is lower
when the South is given
proportionately more
permits
Columbia Consortium for Risk 79
Management (CCRM)
www.columbiariskmanagement.net
80. Experiments with Columbia-Green
model:
General equilibrium model with
permit markets
12 regions
12 by 12 international trade matrix
8 sectors
Experiments lead to similar finding,
i.e. equity and efficiency are
connected
Columbia Consortium for Risk 80
Management (CCRM)
www.columbiariskmanagement.net
81. Sensitivity analysis of the OECD-
PIR global model shows that it is
more efficient to allocate somewhat
more permits to developing
countries
Currently the N-S per capita difference in
emissions is 6:1
IN the case of U.S. the difference is 10:1
Developing countries with more than 86%
of the world population emit less than
70% of the total carbon emissions
Columbia Consortium for Risk 81
Management (CCRM)
www.columbiariskmanagement.net
88. Present Value of Real Income Loss over 2000-2050
(in percentage deviation relative to BaU)
INDIVIDUAL UNIFORM GRAND POPULATION MIXED
STABLILITY TAX FATHERING BASED
USA -O.79 -0.90 -0.76 -2.94 -1.84
JPN -2.41 -1.24 -1.83 -2.84 -2.34
EEC -1.23 -1.16 -1.22 -3.13 -2.19
OOE -0.58 -0.55 -0.54 -1.53 -1.04
EEX -3.39 -0.83 -0.78 0.09 -0.39
CHN -3.88 -3.47 -4.14 6.02 1.04
FSU -1.42 -2.66 1.08 -7.13 -2.92
IND -2.61 -2.00 -2.94 14.62 7.00
EET -0.33 -1.09 0.81 -5.94 -2.51
DAE -0.29 0.16 0.20 0.19 -0.05
BRA -1.60 -1.78 -4.40 -0.55 -2.45
ROW -0.40 -0.01 0.05 0.21 0.12
WORLD -1.65 -1.16 -1.17 -1.06 -1.07
Columbia Consortium for Risk 88
Management (CCRM)
www.columbiariskmanagement.net
89. This is because each dollar of
investment yields more output in
the South
Columbia Consortium for Risk 89
Management (CCRM)
www.columbiariskmanagement.net
93. TODAY
There is a general agreement that
making accessible more development
funding for poor countries in a
controlled and incremental fashion
could benefit the world economy as a
whole
Columbia Consortium for Risk 93
Management (CCRM)
www.columbiariskmanagement.net
94. TODAY
There is a general agreement that
something must be done at the
international level
Kyoto, December 1997 COP was a
turning point
Columbia Consortium for Risk 94
Management (CCRM)
www.columbiariskmanagement.net
95. Yet in the global negotiations, the
division between industrial and
developing nations is as deep as ever
There is a general agreement that
without bridging North-South gap there
will be no real progress
How to move ahead?
Columbia Consortium for Risk 95
Management (CCRM)
www.columbiariskmanagement.net
96. One way to ensure this is to follow a
simple rule: the countries that emit
less receive somewhat more permits:
A “reverse grand-fathering”allocation
Repeated across time, such a policy
would compensate those who use the
atmosphere judiciously and provide
incentives to abate
Columbia Consortium for Risk 96
Management (CCRM)
www.columbiariskmanagement.net
97. The Key Issues
•Allocation of rights on the use of the
atmosphere
•This is a question of efficiency as
well as equity
More on this in the next lectures
Columbia Consortium for Risk 97
Management (CCRM)
www.columbiariskmanagement.net
98. How to resolve
the China-US Impasse
• New Financial Mechanisms:
Bilateral Options
(Chichilnisky: Time Magazine 2010)
•Carbon Negative
Technologies
Columbia Consortium for Risk 98
Management (CCRM)
www.columbiariskmanagement.net
99. Technology Transfer
•Negative Carbon Market
•To increase clean energy
• Reduce carbon in the atmosphere
Columbia Consortium for Risk 99
Management (CCRM)
www.columbiariskmanagement.net
100. New Financial Mechanisms:
Bilateral Options
the Green Power Fund
•
•Based on Carbon Market
• Replicating Article 4 of UNFCCC
• North and South get what each
wants
Columbia Consortium for Risk 100
Management (CCRM)
www.columbiariskmanagement.net
101. Resolving the Global
Environmental Crisis
The following lectures develop
solutions
Columbia Consortium for Risk 101
Management (CCRM)
www.columbiariskmanagement.net