NCEE#

NATIONAL CENTER FOR

ENVIRONMENTAL ECONOMICS

New Research Suggests that Emissions Reductions May Be a
Risky and Very Expensive Way to Avoid Dangerous Global

Climate Changes

Alan Carlin

Working Paper Series

Working Paper # 07-07
June, 2007

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U.S. Environmental Protection Agency
National Center for Environmental Economics

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New Research Suggests that Emissions Reductions May Be a Risky and
Very Expensive Way to Avoid Dangerous Global Climate Changes

Alan Carlin

Correspondence:

Alan Carlin
Mailcode 1809T
US Environmental Protection Agency
Washington, DC 20460
202-566-2250
carlin.alan@epa.gov

NCEE Working Paper Series
Working Paper #2007-07
June, 2007

Disclaimer

The author is indebted to Dr. John Davidson of EPA for comments on earlier drafts. The
views expressed in this paper, however, are those of the author alone and do not necessarily
represent those of the U.S. Environmental Protection Agency. In addition, although the research
described in this paper may have been funded entirely or in part by the U.S. Environmental
Protection Agency, it has not been subjected to the Agency's required peer and policy review. No
official Agency endorsement should be inferred.


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2

New Research Suggests that Emissions Reductions Are a Risky and
Very Expensive Way to Avoid Dangerous Global Climate Changes

Alan Carlin

June, 2007

Abstract:

Proponents of greenhouse gas emissions reductions have long assumed that such
reductions are the best approach to global climate change control and sometimes argued
that they are the least risky approach. It is now generally understood that to be effective
such reductions would have to involve most of the world and be very extensive and
rapidly implemented. This paper examines the question of whether it is feasible to use
only this approach to control dangerous global climate changes, the most critical of the
climate change control objectives. I show that in one of two critical cases analyzed
recent papers provide evidence that such an approach is not a feasible single approach to
avoiding the dangerous climate changes predicted by a very prominent group of US
climate change researchers. In the other case using a widely accepted international
standard I show that such an approach appears to be very risky and much more expensive
than previously thought. These conclusions further reinforce previous research that
emissions reductions alone do not appear to be an effective and efficient single strategy
for climate change control. So although emissions reductions can play a useful role in
climate change control, other approaches would appear to be needed if dangerous climate
changes are to be avoided. This conclusion suggests that the current proposals in a
number of Western European countries and the United States to use emissions reductions
as the sole means to control global warming may be doomed to failure in terms of
avoiding such dangerous changes. An alternative approach is briefly discussed that
would be more effective and efficient, and could avoid the perilous risks and high costs
inherent in an emissions reduction only approach.

Keywords: Global warming control, global climate change control, implementation
Subject areas: Climate change, environmental policy, institutional issues: general


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3

Fundamental to a rational decision as to what to do about global climate change is what
the problems are that need to be solved and what and how much needs to be done how
soon to solve them (7). It is sometimes forgotten that the objective of global climate
change control should not be to reduce emissions of greenhouse gases (GHGs) but rather
to reduce specified risks resulting from climate change. Previous research has shown that
the very widely proposed approach of reducing emissions of GHGs is not likely to be
either effective or efficient in reducing the risk of dangerous climate changes or some of
the other goals of climate change control (1). Of four such risks previously identified (1),
the most critical one is dangerous climate changes.

In order to investigate the feasibility of using an emissions reduction approach in
reducing the risk of dangerous climate changes, it is necessary to define either the threats
that we are trying to avoid or the goals that if achieved would avoid the threats since
different threats may require different solutions. For this purpose I have defined two
such threats/goals, representing two of the most prominent ones discussed in the
literature. Obviously there may be other threats/goals, but a useful approach should at
least control the most prominent ones unless we know for certain that another threat is the
only one that will occur.

One of the threats, which I will call the Greenland/West Antarctica ice sheet melt, has
been proposed by a prominent group of American climate scientists, usually with James
Hansen as the lead author. Two new papers on the subject are by Hansen et al; both
concern the risks from additional global warming as a result of sea level rise due to
melting ice sheets in Greenland and West Antarctica. The first paper (2) argues that there
are dangerous risks if global temperatures rise more than another 1°C from current levels.
The second (3) uses data from the last 400,000 years of Earth history to predict how and
why they believe that sea levels may rise significantly over this century and to quantify
key parameters including much higher climate sensitivity to increased carbon dioxide
(CO2) levels. A third paper with Hansen as the sole author (4) summarizes other research
showing that the Greenland and West Antarctic ice caps are eroding, including
speculation that the resulting sea level rise could be as much as 5 meters by 2100. New
Scientist describes the consequences as follows (5):

Without mega-engineering projects to protect them, a 5 meter rise would inundate
large parts of many coastal cities—including New York, London, Sydney,
Vancouver, Mumbai, and Tokyo—and leave surrounding areas vulnerable to storm
surges. In Florida, Louisiana, the Netherlands, Bangladesh and elsewhere, whole
regions and cities would vanish. China's economic powerhouse, Shanghai, has an
average elevation of just 4 meters.

The long standing concern about dangerous climate changes is that there may be a
"tipping point" where a continued rise in global temperatures will trigger non-linear, self-
reinforcing further warming or other dangerous environmental effects beyond those
resulting immediately from the temperature rise itself. Numerous scenarios have been
proposed (7), but Hansen et al. believe that the most likely and most critical of these
dangerous effects is the possibility of substantial sea level rise due to the breakup of parts
or all of the ice sheets covering Greenland and West Antarctica. Taken together, Hansen


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4

et al (2, 3, and 4) paint a rather alarming forecast of what they view as the dangerous
effect of global warming is as they see it. Their words could not be more much more
graphic or stark in their description of the risk they believe we face:

"Our concern," Hansen et al. (3) write, that business as usual greenhouse gas
scenarios "would cause large sea-level rise this century...differs from
estimates of the IPCC (2001, 2007), which foresees little or no contribution
to twenty-first century sea level raise from Greenland and Antarctica.
However, the IPCC analyses and projections do not well account for the
nonlinear physics of wet ice sheet disintegration, ice streams and eroding ice
shelves, nor are they consistent with the palaeoclimate evidence we have
presented for the absence of discernable lag between ice sheet forcing and
sea-level rise." "Civilization developed," Hansen et al. say ominously "and
constructed extensive infrastructure, during a period of unusual climate
stability, the Holocene, now almost 12000 years in duration. That period is
about to end."

Hansen et al., however, believe that their concerns can still be met through reductions in
emissions of both CO2 and the other GHGs, but they do state that they believe we are
now at the outer limits of what can still be done to prevent the catastrophe that they
predict will otherwise occur.

In the second case, the threat/goal is derived from the conventional United Nations
Framework Convention on Climate Change (UNFCCC) and the announced policy by the
European Union (EU) as to how it should be implemented. The ultimate goal of climate
change control, the UNFCCC has declared, is to avoid dangerous climate changes. This
has generally been interpreted as a temperature ceiling that if observed would accomplish
this. The EU has explicitly adopted a limit of 2°C above pre-industrial levels (6) and
Germany, Britain, and Sweden have implicitly accepted it (7). These four Western
European jurisdictions have all proposed implementing it, however, in ways that are
unlikely to achieve the 2°C limit (7), possibly because they appreciate the difficulty of
meeting it. California, however, has used the limit as the basis for its climate change
control legislation, as have some of the bills that have been proposed in Congress. The
history and scientific basis for the 2°C limit is briefly summarized in Hansen, et al. (2)
and more extensively in Rive et al (8). Others have also suggested that a 2°C warming is
not likely to be safe (9) (10) (11).

A recent paper by Rive et al. (8) analyzes a range of possible limits on the rise in global
temperatures to determine the near-term emission reductions needed to realize them using
a variety of climate change parameters. This paper primarily uses their methodology as a
framework by which to assess the feasibility of an emissions control approach to global
climate change control in terms of limiting temperature increases to the levels specified
in each of the two threat/goal scenarios just outlined. More specifically, the two cases
are:

(A) Green 1 and/West Antarctica ice sheet melt: Hansen et al are assumed to be
correct that climate sensitivity to increased levels of CO2 is approximately 6°C
for a doubling of CO2 (3) as well as their belief that there is substantial risk of a
dramatic sea level rise if global temperatures increase more than another 1°C (2).


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5

(B) EU 2°C Temperature Limit: There is assumed to be a substantial risk of
dangerous climatic changes if global temperatures exceed 2°C above pre-
industrial levels. This is a little less strict than the second half of (A) since a
further increase of global temperatures of 1°C would be roughly consistent with
a 1.8°C increase from pre-industrial levels.

(A) Why an Emissions Control Only Strategy Would Not Be Useful if Hansen et al.
Are Correct

As summarized in the quote above, Hansen et al (3) are arguing that the IPCC failed to
take into account several non-linear factors that they believe will result in a much more
rapid disintegration of the Greenland and West Antarctic ice sheets, which will in turn
result in a much more rapid than predicted rise in global temperatures due to the resulting
decreased albedo. Only by taking into account these factors, they argue, is it possible to
explain the observed changes in climate over the last 400,000 years of repeated ice ages.
They point out that the terminations of each of the Ice Ages during this period occurred
very rapidly and that this observation needs to be taken into account in any explanation.

So the situation is that Hansen et al. predict a catastrophic rise in sea level if temperatures
rise more than 1.8°C over pre-industrial levels but claim that by stringent regulation of
CO2 and the trace GHG gases it is still possible to avoid it, but do not explain exactly
how this can be actually done. The immediate question is whether their claims that
emissions controls could be just sufficient to solve the sea level rise threat they perceive
are credible. This is where Rive et al.'s paper is particularly relevant. The larger
question is whether the world should plunge ahead with a reliance on what I will call
exclusive regulatory de-carbonization (ERD) given that the risk of catastrophe appears to
be very large according to Hansen et al.'s analysis and the costs very high as well?

By ERD I mean exclusive reliance on the reduction of greenhouse gases (GHGs) emitted
into the atmosphere. This is intended to include governmental actions that are
coordinated between nations (such as under the Kyoto Protocol) or done independently
by each country or state or other political jurisdiction. It is also intended to include
almost all of the current popular ideas, including "cap and trade," carbon taxes, fuel
economy standards, bio-fuel subsidies, direct regulation, etc.

If Hansen et al. are correct, the ERD strategy proposed by many environmental groups,
California, some Western European governments, and others would appear to be rational
only if ERD could avoid dangerous climate changes. If not, this approach is likely to
result in the dangerous global climate changes that these groups/governments and the
UNFCCC are most concerned about. These four new papers taken together suggest that
ERD is not just ineffective and inefficient, but would also not be a feasible approach to
avoid ice sheet melting. Hansen et al. (3) are arguing that the real climate sensitivity is
roughly double (12) that assumed by the IPCC (13), which would bring it to about 6°C
for a doubling of CO2. The implementation feasibility diagrams presented by Rive et al.
show that the use of a 2°C temperature limit above pre-industrial temperatures and a 6°C


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6

sensitivity lies so far outside the implementation possibilities they found as to be
unachievable (see (14) and Table 1).

(B) Why an Emissions Reduction Only Strategy Would Still Be Very Risky and
Expensive Even if Hansen et al. Should Prove to Be Wrong

Even if climate sensitivity to increased C02 is what the IPCC says it is, the modeling
work by Rive et al (7) suggests that it would not only be risky but also very expensive to
actually achieve the 2°C limit using ERD. They find that to obtain a mere 50 percent
chance of preventing more than a 2°C increase would require a global cut of 80 percent
from current industrial emission levels by 2050 at a marginal cost of $3,500 per ton of
carbon equivalent assuming average projections and "early action" to reduce GHGs (see
(15) and Table 1 below). $3,500 is roughly an order of magnitude or higher than most
previous estimates of marginal costs (1), presumably reflecting the extremely high cost of
rapidly replacing most of the energy producing and using capital stock. An 80 percent
cut would imply a reduction per person of about 87 percent below current levels because
of predicted world population growth, and appears of very doubtful practicality,
particularly at the extremely high marginal costs estimated by Rive et al. and a mere 50
percent chance of "success" even in the "ideal" world of modeling. This suggests that in
the real world a serious effort to achieve such cuts would be extremely expensive, require
worldwide cooperation and an early start, and be much more likely to lead to catastrophe
than success. Worst of all, it would probably postpone serious efforts to develop other
approaches that would be more likely to succeed (/). Rive et al. furthermore find that if
we wait an additional ten years to implement serious emissions reductions, a 50 percent
chance would not be achievable at all, again assuming "average" projections (16). For a
75 percent probability (which would seem the least that humans might want to aspire to
given the stakes involved) and early action, the researchers find that the target of 2°C is
also not achievable (15). A 75 percent probability could be achieved if one accepts "low"
projections (15), but still at a very high marginal cost ($1,400 per ton of carbon
equivalent). It appears very unwise, however, to gamble the fate of the world's climate
on the lowest projections. It may be unwise to gamble it even on "average" projections.
Using a "high" estimate, however, the best that can be achieved is a 25 percent
probability at a marginal cost of $3,500 per ton of carbon equivalent! The apparent
implication is that even under a 2°C limit and 3°C sensitivity ERD is a very long shot
with little real hope of meeting the 2°C limit even before taking into account the wide gap
that is almost certain to exist between what is actually achieved and what countries or
others may agree to do.

Analysis of Major Parameters

The Rive et al. paper uses a number of factors or parameters (which I have labeled PI,
P2, P3, and P5) in determining the feasibility of emissions reductions to meet several
alternative temperature limits. In addition there is a need to enhance their analysis by
adding an additional parameter (P4) in order to make the analysis correspond better to the
real world where the final outcome of ERD implementation can never be fully known in
advance but instead must be based on expectations of future implementation of proposed
mitigation measures. It should be noted that this added parameter by itself does not
change the conclusions in the two cases examined, although it certainly reinforces them.


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In order to escape the above conclusions concerning the limited usefulness of ERD in
each case one presumably must believe that ERD meets tests concerning all of the
following parameters (see Table 1 below and the footnotes to it):

(PI) Climate sensitivity to increased CO?. To meet the test of this parameter in
Case A it would be necessary to assume that sensitivity is less than about 3.1°C
assuming a 2°C limit. In other words, reliance on ERD approaches depends
critically on the assumed CO2 sensitivity. Even if one believes that Hansen et
al.'s 6°C is too pessimistic, one must believe that the sensitivity is no more than
about 3.1°C in order to fall within Rive et al's possibilities curve. Hansen et al.
clearly believe that the IPCC failed to take into account very significant factors
that the IPCC may not have known about at the time since the Hansen et al. paper
was not published until almost a year after the IPCC deadline. Just because the
majority of the IPCC reviewers held a different view at that time does not make
Hansen et al. incorrect, however. In Case B Rive et al.'s analysis assumes that PI
is about 3°C, so Case B meets this test.

(P2) Maximum global temperature increase that avoids a substantial risk that
there will be a dangerous climate change if global temperatures increase more
than that amount. The higher the maximum, the easier it is to meet it. In Case A,
it would be necessary to believe that ERD could reduce the increase to no more
than a further 1°C (1.8°C above pre-industrial levels) to avoid the large increase in
sea level predicted by Hansen et al. (2). This is actually significantly more
stringent than the requirement of less than 2°C in case B. But since Rive et al did
not consider 1.8°C, it will be (charitably) assumed here that meeting the 2°C limit,
which they do show, is the equivalent of meeting 1.8. With this assumption, ERD
satisfies this test for both cases.

(P3) Relation of case to error bounds defined by Rive et al. It is assumed here
that Rive et al.'s analysis is as valid as is currently possible. Under Case A in
order for the conclusion not to hold it would be necessary to believe that the
results of using a 1.8°C limit with Hansen et al.'s doubled temperature sensitivity
to CO2 falls on or inside the implementation possibilities curve for this
temperature limit, which it comes nowhere close to doing (14). In case B the
average probability estimates does fall on the implementation possibilities curve
for 2°C limit and early "action" so it does qualify.

(P4) The ratio of actual emissions reductions that would be achieved in the real
world application of ERD to the optimized reductions assumed by the modeling
studies that Rive et al used to derive their results. This is not part of Rive et al.'s
analysis but has been added to make the analysis more realistic since this is likely
to be a major problem with actually implementing ERD in the manner that may be
agreed to (1). Rive et al. effectively assume that the ERD efforts are as successful
in reducing the risk of global warming as the underlying studies they use assume
they are with the exception that they differentiate between "early" and "late"
action. Since these studies effectively assume 100 percent success (a ratio of 1),
Rive et al. do as well. There is ample reason to believe, however, that the real
world implementation of whatever measures may actually be decided on to
implement ERD will fall well short of the ideal cases assumed by the underlying
studies for a number of practical reasons (1) taking into account that the Rive et


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8

al. analysis will really only be useful before a decision is made as to how to
implement climate change control. If, for example, implementation should be
carried out through an extension of the Kyoto Protocol, P4 would be the ratio of
actual reductions achieved worldwide to the reductions agreed to in the extension
worldwide. Although the period of performance of the current Protocol is not yet
over, it is already clear that the ratio will be much less than 1.0 when it is
completed (1). More generally, the history of compliance with voluntary
international agreements (such as the failed Kellogg-Briand Pact of 1928),
assuming that an effective one dealing with climate change control is eventually
negotiated, is not very good. And the history of independent national objectives
(such as for ending poverty or other types of pollution) is not much better. Given
the record of the Kyoto Protocol to date, the fact that most of the world's
governments and people would have to cooperate to make any ERD approach
actually work, the difficulties politicians would have in convincing or requiring
people to actually give up energy services that they have long enjoyed or even to
pay higher costs for energy conservation, and the strong factors working in the
opposite direction such as population and economic growth and the rapid spread
of energy-using consumer electronics (77), are just a few of the factors that make
it hard to believe that P4 would be very large (7). And there is every reason to
believe that it would be quite small. Thus far the only real experience has been in
the participating countries listed in Annex I of the Kyoto Protocol and perhaps in
California. Of these, perhaps Great Britain and California may have tried as hard
or harder than most. In both cases the result to date has been that emissions have
remained roughly unchanged in recent years. This is actually an accomplishment
given population and economic growth and rapid growth in the use of consumer
electronics. But assuming past experience were relevant for determining P4, in
these two cases P4 would currently be roughly 0 since no real decrease in
emissions has occurred. Now it is possible that more might be accomplished by a
more aggressive ERD effort such as is now proposed by some, but that is far from
clear for the reasons just mentioned. To change the conclusion in Case B it would
be particularly necessary to believe that the ratio is very high since it would have
to be in order to achieve even the probabilities shown by Rive et al.'s analysis. So
it is extremely unlikely that this parameter could be used to change the
conclusions with regard to the usefulness of ERD in this Case.

(P5) The cumulative probability as defined by Rive et al. This is the probability
that a given temperature limit will be achieved given the variability in the
underlying studies used. An important issue is what the minimum probability
society would find acceptable if it were to undertake a serious effort at climate
change control and below which it would not want to pursue a particular control
approach given the sacrifices involved. In case A the actual probability shown by
Rive et al.'s analysis is 0, which is clearly unacceptable. But in Case B this
probability is more crucial since Rive et al. shows that under ideal circumstances
there is a 50 percent probability of achieving a 2°C limit. Given the gravity of the
possible consequences and the sacrifices involved, I believe that 50 percent is
much less than citizens would be willing to accept if carefully polled, but this is a


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matter of judgment. 90 percent would appear more reasonable, but no
"acceptable" number above 50 percent leads to an unchanged conclusion.
The conclusions from this analysis are that ERD fails in Case A because four of five
parameters fail. In Case B, ERD fails unless a probability of 50 percent is acceptable (in
P5) and the achievement ratio (P4) is much higher than it is likely to be. Even so, it
would be extremely expensive according to Rive et al. (15).

The Alternatives

There would appear to really be only three basic options and several combinations
thereof available for dealing with global climate change (1): Adaptation, ERD, and
geoengineering—or as it is sometimes called in this case, solar radiation management,
stratospheric geoengineering, or engineered climate selection. Case A suggests, however,
that ERD is not a useful option for solving climate change problems (although it can still
be helpful) if the primary purpose of climate change control is to avoid dangerous
climatic changes and Hansen et al. are correct. Even if Hansen et al.'s threat analysis is
wrong, case B suggests that ERD is still unlikely to be successful in meeting the 2°C
temperature limit.

This raises the interesting question of which threat/goal (A or B) any ERD effort should
aim to satisfy? One can argue that the answer does not matter since neither one will be
satisfied by the use of ERD if this analysis is correct. But the question is still of
intellectual interest. I believe the answer is A for the following reason: Suppose A turns
out to be the real threat. If we only do enough to satisfy B, we will have a situation
where the world will have spent many trillions of dollars and much valuable time and
failed to accomplish the goal of avoiding the real threat (A) and will as a result also have
to bear the resulting adaptation costs (like moving major cities inland). On the other
hand, if we do enough to satisfy A, we are also assured of avoiding the threats which B is
intended to deal with. We may have spent more than we needed to, but we would have
solved the problem and avoided the worst of the adaptation costs.

Climate change control needs to have other goals as well (7), but avoiding dangerous
climate changes is surely the most immediate and critical one. As previously concluded,
geoengineering appears to be the best single option (1) taking all the goals into account.
If ERD cannot offer a high degree of assurance of accomplishing the fundamental goal of
avoiding a substantial risk of dangerous climatic change, that would appear to leave
various combinations of ERD, adaptation, and geoengineering as the only remaining
options for this purpose.

In considering whether to abandon ERD as the proposed solution, an important issue
concerns the problem of ocean acidification, another of the climate change problems that
the world may wish to address (7), and which cannot be addressed using atmospheric
geoengineering. The Royal Society (77) has expressed considerable concern about the
fate of coral reefs and other sea life containing calcium carbonate in acidifying oceans.
Caldeira (19) has recently stated that the reefs and other organisms can really only be
saved by avoiding almost any further CO2 emissions since he believes any net emissions
will have an adverse effect. He has suggested a 98 percent reduction from current
emission levels (20), apparently assuming that other natural forces reducing atmospheric


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10

CO2 levels might counteract the remaining 2 percent. The Royal Society report and
Caldeira cite the high cost and practical difficulties of geoengineering approaches toward
mitigating the chemical effects of increased atmospheric C02 concentrations on the
oceans (21). But as noted in (7), decreasing CO2 emissions will be a difficult and at best
a very slow undertaking. Reducing them by 98 percent does not appear to be within the
realm of realistic possibility in the current world, and probably falls well outside the
bounds of the achievable if Rive at al. were to analyze this case. But not reducing CO2
emissions will result in the extinction of the world's coral reefs, Caldeira argues (22).
Surely before this is allowed to happen it would be worthwhile to carefully reexamine all
available ocean geoengineering options, including those rejected by the Royal Society
and Caldeira, since here too these would appear to be the only realistic options available
that might satisfy the Royal Society's and Caldeira's concerns as to the effects of ocean
acidification.

Although nature long ago demonstrated that there are atmospheric geoengineering
options that could be effective in controlling global temperatures (7) (23) and meeting the
2°C limit or any other desired temperature limit, no real effort has been made to optimize
these options, carefully determine their non-climate change environmental effects, nor
build an international mechanism for decision-making to implement them (24) despite the
much lower costs (3 to 5 orders of magnitude) compared to de-carbonization and the fact
that one country with the required technological and financial resources could if
necessary implement such a solution directly without involving other countries or people
once a decision had been made to proceed (7). Numerous arguments both for and against
using atmospheric geoengineering have been debated for years, but often hinge on a
metaphysical issue of whether humans should alter emissions to alter climate or alter
global temperatures directly (7) (25). One possibility is a combination of early
geoengineering to avoid any danger of dangerous climate changes with cost-effective
ERD involving increasing energy efficiency but not decreasing energy services. Lack of
preparation and support for using geoengineering approaches may prove to be
unfortunate since the result is likely to be expensive but ineffective ERD and extensive
adaptation. And if Hansen et al. and Caldeira are correct, the resulting adaptation
currently appears likely to include adaptation to "dangerous" climate changes and the loss
of the world's coral reefs.

The first step towards an effective and efficient response to global climate change would
appear to be to carefully examine each of the problems posed by global climate change
and to determine the best solutions to each problem (see 7) rather than offering a single
panecea (ERD) that appears to have critical limitations as an overall solution. The
second step appears to be to carry out the needed development and also to develop a
decision-making process for better using atmospheric geoengineering, and the third is to
carefully research and attempt to find workable solutions to ocean acidification, including
consideration of the use of ocean geoengineering. Continuing down a path towards ERD,
if Hansen et al. are correct, will apparently not avoid dangerous climate changes, or if he
is not, would still be very risky, very expensive, and probably disastrous in the end.


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Table 1: Analysis of Major Parameters to Determine Feasibility of Using a Regulatory De-
carbonization (RD) Only Approach to Control Dangerous Global Climate Changes

Parameters

(PI) Temp,
sensitivity

(P2)
Temp.

(P3) Relation
to Rive sensi-

(P4) Real
world achieve-

(P5) Probability
of achievement



(°C)

limit (°C)

tivity bounds

ment ratio

of limit (%)

Case A—Hansen et al. correct on risk of Greenland/West Antarctic ice sheet melting if P2>1.8°C

A. 1 .Actual/assumed

6

1.8

Well outside
high estimate

Very low

0

A. 2. To accept RD

<3.1

<1.8

Meets
average
projection

Very high

>90

A 3.To reject RD

>3.1

>1.8

Outside high
estimate

Medium to
low

<90

A.4.Conclusions

Fails

Meets

Not

Fails

Fails

concerning RD



using 2°C

achievable







Case B—EU correct that global temperature rise should be no more than 2°C

B. 1. Actual/assumed

3

2.0

Meets
average
projection

Very low

50

B.2.To accept RD

<3.1

<2.0

Meets
average
projection

Very high

>90

B.3.To Reject RD

>3.1

>2.0

Outside high
estimate

Medium to
low

<90

B.4.Conclusions

Meets

Meets

Meets

Fails

Meets if 50%

concerning RD









acceptable;
fails if accept-
able P5>51

Sources:

Column PI: Row A.l: Reference (12); Rows A.2, A.3, B.2, and B.3: Based on visual reading of
(14); Row A.4: Comparison of Row A.3 with A.l; Row B.l: Approximation of IPCC estimate
(13); RowB.4: Comparison of Rows B.2 and B.l.

Column P2: Rows A.l, A.2, and A.3: Hansen et al.'s 1°C increase over current (2) plus
approximation of 0.8°C current over pre-industrial temperatures since this is an optimistic
assumption; Row A.4: Comparison of Rows A.3 with A.l. Rive et al. analyzes 2°C, but not 1.8,
so it is assumed (optimistically) that the two are the same for the purposes of this cell; Row B. 1:
See text for explanation of selection of 2.0°C; Rows B.2 and B.3: EU policy (6); Row B.4:
Comparison of Row B.2 with B.l.


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12

Column P3: Rows A.l, A.2, A.3, B.l, B.2, and B.3: Based on (14) using black sensitivity
probability lines, 2°C limit, and 2025 peak; Row A.4: Comparison of Row A.3 with A.l; Row
B.l: Also based on (11); RowB.4: Comparison of Rows B.2 and B.l.

Column P4: Rows A.l, A.2, A.3, B.l, B.2, and B.3: See discussion concerning column P4
in main text of this paper; Row A.4: Comparison of Row A.3 with A. 1; Row B.4: Comparison of
Rows B.3 and B.l.

Column P5: Row A.l: (15); Rows A.2, A.3, B.2, and B.3: Guesstimate as described in text; Row

A.4:	Comparison of Row A.3 and A.l; RowB.l: (11). RowB.4: Comparison of Row B.3 and

B.	1. This conclusion holds as long as B.3 is greater than in Row B. 1, regardless of the 90
percent guesstimate used for B.3.


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References and Notes

1.	Alan Carlin, "Global Climate Change Control: Is There a Better Strategy than Reducing Greenhouse Gas
Emissions?" University of Pennsylvania Law Review, Vol. 155, No. 6, pp. 1401-1497 (June 2007),
forthcoming. Presented at the University of Pennsylvania Law Review Symposium on Responses to Global
Warming: The Law, Economics, and Science of Climate Change, Philadelphia, PA on November 17, 2006
and revised for publication in 2007.

2.	J. Hansen, et al., "Dangerous Human-made Interference with Climate: A GISS ModelE Study,"
Atmospheric Chemistry and Physics, Vol. 7, pp. 2287-2312 (2007).

3.	J. Hansen, et al., "Climate Change and Trace Gases," Philosophical Transactions of the Royal Society, Vol.
365, pp. 1925-54 (2007a).

4.	J. E. Hansen, "Scientific Reticence and Sea Level Rise," Environmental Research Letters, May 24, 2007b.

5.	Michael LePage, "Huge Sea Level Rises Are Coming—Unless We Act Now," New Scientist, July 25,
2007, pp. 30-34.

6.	Council of the European Union, "Climate Change: Medium and Longer Term Emission Reduction
Strategies, Including Targets—Council Conclusions," Brussels, March 11, 2005, available at
http://register.consilium.europa.eu/pdf/en/05/st07/st07242.en05.pdf.

7.	George Monbiot, "Giving Up on Two Degrees" (May 1, 2007), available at http://www.monbiot.com.

Also published in the Guardian May 1 under a different title but without footnotes.

8.	Nathan Rive, Asbjorn Torvanger, Teije Berntsen, and Steffan Kallbekkan, "To what extent can a long-term
temperature target guide near-term climate change commitments?" Climatic Change, Vol. 82, pp. 373-91
(2007).

9.	J.B. Smith, J.B., H.-J. Schellnhuber, and M.Q.M. Mirza, 2001, "Vulnerability to Climate Change and
Reasons for Concern: A Synthesis," in J.J. McCarthy, O.F. Canziani, N.A. Leary, D.J. Dokken, and K.S.
White, eds., Climate Change 2001: Lnpacts, Adaptation, and Vulnerability, Cambridge University Press,
UK (2001).

10.	W. Hare, "Assessment of Knowledge on Impacts of Climate Change—Contribution to the Specification of
Art. 2 of the UNFCCC, Potsdam, Berlin, WBGU—German Advisory Council on Global Change" (2003),
available at http://www.wbgu.de/wbgu sn2003 ex01.pdf

11.	Arctic Climate Impact Assessment (ACIA), Impacts of a Warming Arctic: Arctic Climate Impact
Assessment, Cambridge University Press, UK (2004).

12.	Hansen, et al., (2007a), op. cit., p. 1944.

13.	Rive et al., op cit., from explanation provided under Figure 2.

14.	Rive et al., op cit., Figure 6.

15.	Rive, et al., op. cit, Table 1. 1.8 GtCeq is about 80 percent of year 2000 emissions shown as 9.1 GtCeq in
the footnote to Table 1. In this and all their other cases, Rive et al. (4) assume that there will be no
overshooting because they believe that overshooting might compromise the overall objective. Their term
'overshoot' refers to when a scenario exceeds a given target (i.e., temperature) for a short period of time as
a result of climate system inertia, before eventually returning to the target level.

16.	Rive, et al., op. cit, Table 2.

17.	Energy Saving Trust, The Ampere Strikes Back: How Consumer Electronics are Taking over the World,
2007, available at www.est.org.uk. They project that by 2020 combined consumer electronics and the
information and communication technology sectors are expected to use 45 percent of the electricity used in
British homes excluding electric heating.

18.	Royal Society, Ocean Acidification Due to Increasing Atmospheric Carbon Dioxide: Policy Document,
December 2005, available at http://www.rovalsoc.ac.uk/displavpagedoc.asp?id=13539

19.	Ken Caldeira, "What Corals Are Dying To Tell Us About C02 and Ocean Acidification," lecture paper for
the Eighth Annual Roger Revelle Commemorative Lecture presented by the Ocean Studies Board of the
National Academy of Sciences, Washington, DC, March 5, 2007. See also Elizabeth Kolbert, "The
Darkening Sea," New Yorker, Nov. 20, 2006, p. 70.

20.	Ibid., pp. 9, 14.

21.	See Royal Society, op.cit, for a discussion of the Royal Society's views about using limestone to reduce
ocean acidity. This characterization of Caldeira's views on using limestone and other geoengineering
approaches is based on a personal discussion with him on March 5, 2007.


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22.	Caldeira is quoted as stating that "[c]oral reefs will go the way of the dodo unless we quickly cut carbon-
dioxide emissions." Press Release, University of Illinois atUrbana-Champaign, "Regardless of Global
Warming, Rising C02 Levels Threaten Marine Life" (Mar. 8, 2007), available at
http://earthobservatorv.nasa.gOv/Newsroom/MediaAlerts/2007/2007030824507.html.

23.	P. Crutzen, "Albedo Enhancement by Stratospheric Sulfur Injections: A Contribution To Resolve a Policy
Dilemma?" Climatic Change, Vol. 7 (2006), p. 211.

24.	Carlin, Alan, "Implementation and Utilization of Geoengineering for Global Climate Change Control,"
Sustainable Development Law and Policy, Vol. VII, No. 2 (Winter, 2007), pp. 56-58.

25.	Jay Michaelson, "Geoengineering: A Climate Change Manhattan Project," Stanford Environmental Law
Journal (January, 1998).


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