Market Forces

Statistics 101: Climate policy = risk management

Bjørn Lomborg reviewed my book, Climate Shock (Princeton University Press, 2015), joint with Harvard’s Martin L. Weitzman, for Barron’s over the weekend. He started it by stating that “global warming is real.”

So far, so good.

But the book is not about whether the climate is changing. It is.

The book is about whether we are getting the order of magnitude of its effects right. Weitzman and I argue forcefully — in prose in the text, supported by a significant amount of research going into the 100-page end notes — that it’s what we don’t know that really puts the “shock” into Climate Shock. Lomborg asks how we can know that, if apparently we don’t.

The answer is simple, and it’s a statistical point that can’t possibly be lost on Lomborg, a former lecturer on statistics. The set of distributions that most directly represent climate uncertainty — the link between concentrations of carbon dioxide and eventual temperature outcomes — is inherently skewed. We know, and Lomborg agrees, that adding carbon dioxide increases temperatures. (Back to 19th century science.)

So we can very clearly cut off the distribution linking a doubling of pre-industrial concentrations to temperatures at zero. In fact, we can cut it off at least at around 1 degree Celsius (almost 2 degrees Fahrenheit). The world, after all, has already warmed by over 0.8 degrees Celsius (around 1.5 degrees Fahrenheit), and we haven’t yet increased pre-industrial concentrations by even 50 percent.

Reprinted from Climate Shock, with permission from Princeton University Press.

Reprinted from Climate Shock, with permission from Princeton University Press.

That skewedness of the underlying distribution is real. It’s important. The correct response, then, to those who are too sure about where the climate system will go isn’t to say, “cool it.” It’s to take the uncertainties seriously. Those, sadly, are skewed in one direction.

Climate risk is not our friend. It ought to prompt us to rethink not just how we talk about climate change. It should also inform our response. The burden of proof clearly rests on those who argue against these statistical facts.

First posted on Climate411.

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Natural Gas-Fueled Buses and Trucks: Will the Climate really Benefit?

Kenworth truckAs readers of this blog will know, the freight transportation industry in Texas— a freight hub – has a significant impact on the state’s economy and environment. Recent market conditions and environmental concerns have ignited talk of expanding the use of natural gas trucks instead of diesel. But what would be the true climate benefit – or cost?

This post from our colleague Jonathan Camuzeaux, a senior economic analyst for EDF’s Office of Economic Policy and Analysis, explores this question from a national perspective, but we wanted to share this post with Texas Clean Air Matters because of its relevance to our state. We have the second-largest state-highway system in the U.S., as well as the Port of Houston Authority, which is the second busiest port in the nation when it comes to overall tonnage. Considering the switch to natural gas could have a big effect on the climate impact of the state’s truck fleets.

— The EDF Texas Clean Air Matters Team Read More »

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Climate Shock on FT McKinsey Business Book of the Year longlist

FT McKinsey Business Book of the Year 2015 longlist

Business Book Award longlist: must-read titles of 2015” by Andrew Hill (Financial Times, 12 August 2015).

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What we know — and what we don’t — about global warming

By Gernot Wagner and Martin L. Weitzman:

Two quick questions:

Do you think climate change is an urgent problem?

Do you think getting the world off fossil fuels is difficult?

This is how our book “Climate Shock” begins.

In fact, it’s not our quiz. Robert Socolow from Princeton has posed versions of these questions for a while. The result is usually the same: most people answer “Yes” to one or the other question, but not to both. You are either one or the other: an “environmentalist” or perhaps, a self-described “realist.”

Such answers are somewhat understandable, especially when looking at the polarized politics around global warming. They are also both wrong. Climate change is incredibly urgent and difficult to solve.

What we know is bad

Last time concentrations of carbon dioxide were as high as they are today — 400 parts per million — we had sea levels that were between 20 to at least 66 feet higher than today.

It doesn’t take much to imagine what another foot or two will do. And sea levels at least 20 feet above where they are today? That’s largely outside our imagination.

This won’t happen overnight. Sea levels will rise over decades, centuries and perhaps even millennia. That’s precisely what makes climate change such an immense challenge. It’s more long-term, more global, more irreversible and also more uncertain than most other problems facing us. The combination of all of these things make climate change uniquely problematic.

What we don’t know makes it potentially much worse

Climate change is beset with deep-seated uncertainties on top of deep-seated uncertainties on top of still more deep-seated uncertainties. And that’s just if you consider the links between carbon dioxide concentrations in the atmosphere, eventual temperature increases and economic damages.

Increasing concentrations of carbon dioxide are bound to lead to an increase in temperatures. That much is clear. The question is how much.

The parameter that gives us the answer to this all-important question is “climate sensitivity.” That describes what happens to eventual global average temperatures as concentrations of carbon dioxide in the atmosphere double. Nailing down that parameter has been an epic challenge.

Ever since the late 1970s, we’ve had estimates hovering at around 5.5 degrees Fahrenheit. In fact, the “likely” range is around 5.5 degrees plus-minus almost three degrees.

What’s worrisome here is that since the late 1970s that range hasn’t narrowed. In the past 35 years, we’ve seen dramatic improvements in many aspects of climate science, but the all-important link between concentrations and temperatures is still the same.

What’s more worrisome still is that we can’t be sure we won’t end up outside the range. The Intergovernmental Panel on Climate Change calls the range “likely.” So by definition, anything outside it is “unlikely.” But that doesn’t make it zero probability.

In fact, we have around a 10 percent chance that eventual global average temperature increases will exceed 11 degrees Fahrenheit, given where the world is heading in terms of carbon dioxide emissions. That’s huge, to put it mildly, both in probability and in temperature increases.

Climate Shock graph. There’s at least about a 10 percent chance of global average temperatures increasing 11 degrees Fahrenheit or more. Source: Climate Shock (Princeton 2015), reprinted with permission.

Climate Shock graph. There’s at least about a 10 percent chance of global average temperatures increasing 11 degrees Fahrenheit or more. Source: Climate Shock (Princeton 2015), reprinted with permission.

We take out car, fire and property insurances for much lower probabilities. Here we are talking about the whole planet, and we haven’t shown willingness to insure ourselves. Meanwhile, we can, in fact, look at 11 degrees Fahrenheit and liken it to the planet ‘burning’. Think of it as your body temperature: 98.6 degrees Fahrenheit is normal. Anything above 99.5 degrees Fahrenheit is a fever. Above 104 degrees Fahrenheit is life-threatening. Above 109.4 degrees Fahrenheit and you are dead or at least unconscious.

In planetary dimensions, warming of 3.6 degrees Fahrenheit is so bad as to have been enshrined as a political threshold not to be crossed. Going to 11 degrees Fahrenheit is so far outside the realm of anything imaginable, we can simply call it a planetary catastrophe. It would surely be a planet none of us would recognize. Go back to sea levels somewhere between 20 and at least 66 feet higher than today, at today’s concentrations of carbon dioxide. How much worse can it get?

Do we know for sure that we are facing a 1-in-10 chance unless the world changes its course? No, we don’t, and we can’t. One thing though is clear: because the extreme downside is so threatening, the burden of proof ought to be on those who argue that these extreme scenarios don’t matter and that any possible damages are low. So how then can we guide policy with all this talk about “not knowing”?

What’s your number?

We can begin to insure ourselves from climate change by pricing emissions. How? By charging at least $40 per ton of carbon dioxide pollution. That’s the U.S. government’s current value and central estimate of the costs caused by one ton of carbon dioxide pollution emitted today.

We know that $40 per ton is an imperfect number. We are pretty sure it’s an underestimate; we are confident it’s not an overestimate. But it’s also all we have. (And it’s a lot higher than the prevailing price in most places that do have a carbon price right now—from California to the European Union. The sole exception is Sweden, where the price is upward of $130. And even there, key sectors are exempt.)

How then do we decide on the proper climate policy? The answer is more complex than our rough cost-benefit analysis suggests. Pricing carbon at $40 a ton is a start, but it’s only that. Any cost-benefit analysis relies on a number of assumptions — perhaps too many — to come up with one single dollar estimate based on one representative model. And with something as large and uncertain as climate change, such assumptions are intrinsically flawed.

Since we know that the extreme possibilities can dominate the final outcome, the decision criterion ought to focus on avoiding these kinds of catastrophic damages in the first place. Some call this a “precautionary principle”— better to be safe than sorry. Others call it a variant of “Pascal’s Wager” — why should we risk it if the punishment is eternal damnation? We call it a “Dismal Dilemma.” While extremes can dominate the analysis, how can we know the relevant probabilities of rare extreme scenarios that we have not previously observed and whose dynamics we only crudely understand at best? The true numbers are largely unknown and may simply be unknowable.

Planetary risk management

In the end, this is all about risk management—existential risk management. Precaution is a prudent stance when uncertainties about catastrophic risks are as dominant as they are here. Cost-benefit analysis is important, but it alone may be inadequate, simply because of the fuzziness involved with analyzing high-temperature impacts.

Climate change belongs to a rare category of situations where it’s extraordinarily difficult to put meaningful boundaries on the extent of possible planetary damages. Focusing on getting precise estimates of the damages associated with eventual global average warming of 7, 9 or 11 degrees Fahrenheit misses the point.

The appropriate price on carbon dioxide is one that will make us comfortable that the world will never heat up another 11 degrees and that we won’t see its accompanying catastrophes. Never, of course, is a strong word, since even today’s atmospheric concentrations have a small chance of causing eventual extreme temperature rise.

One thing we know for sure is that a greater than 10 percent chance of the earth’s eventual warming of 11 degrees Fahrenheit or more — the end of the human adventure on this planet as we now know it — is too high. And that’s the path the planet is on at the moment. With the immense longevity of atmospheric carbon dioxide, continuing to “wait and see” would amount to nothing else than willful blindness.

First published by PBS NewsHour’s Making Sen$e with Paul Solman. The accompanying NewsHour report aired on July 16, 2015.

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PBS NewsHour: The economic options for combatting climate change

As greenhouse gases accumulate and global temperatures slowly rise, what can we do to insure against the catastrophes of climate change? Economics correspondent Paul Solman talks to the authors of Climate Shock.

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The holy grail of climate economics? A price on carbon.

(This blog post was co-authored with Dominic Watson and originally posted on EDF Voices.)

If there were a competition for the most important number in the world, the price on carbon would certainly be a strong contender.

The World Bank has been a long-time supporter of carbon pricing and its recent report, Decarbonizing Development, adds a strong voice to the chorus of climate policy experts, economists, and business leaders who champion the economic, social and environmental benefits of pricing pollution.

The report underscores the importance of getting the economics of climate change policies right so we can transition cost-effectively to a carbon-neutral economy.

Because we live in a world of ‘bottom-up’ climate policy, the authors rightfully say, this will require multi-pronged policy solutions, each tailored to a country’s particular economic and political conditions.

At the heart of this broader approach, however, lies the holy grail of climate economics: a price on carbon.

Markets bring results – fossil fuel subsidies don’t

Global temperatures must stay below the 2°C threshold for the world to avoid catastrophic climate change. This requires that net carbon emissions are reduced to zero by the middle to the end of the century.

A price on pollution has been shown time and time again to be the most cost-effective way to reduce emissions. By internalizing the cost of pollution to firms – meaning, making polluters pay for the right to emit carbon – they will have an incentive to reduce emissions and look for the cheapest emissions reduction options.

A tax on carbon, or a cap-and-trade system where permits – or allowances to emit carbon – are auctioned to firms, have the added benefit of bolstering government coffers. The additional revenue can be used to, for example, offset costs low-income households incur should power rates or costs on goods rise.

It can also be used to reduce taxes, including taxes on labor and capital that can affect social welfare and create market inefficiencies.

The World Bank reminds us that getting the price right will include removing costly subsidies on fossil fuels – now estimated at $548 billion worldwide. In addition to encouraging the overconsumption of fossil fuels, these subsidies have proven ineffective for helping the poor or for promoting competitiveness.

A mix of policies can boost clean energy

A comprehensive climate policy package should include a mix of additional policies to help address other market failures, the report notes. Policy makers can help boost innovation in clean technologies, for example, by supplementing a carbon price with temporary support for investments, targeted subsidies, performance standards and technology mandates.

Case in point: California’s AB 32 program, which guarantees emissions reductions through a market based cap-and-trade program while supplementing the cap with a range of statewide regulations.

Among other things, the legislation incentivizes utilities to invest in renewables and requires building, vehicle and appliance efficiency standards that help consumers save on their electricity bills.

Next: A global price on carbon

Some countries may choose to rely on such regulatory measures alone and opt out of market-based solutions for the time being. Such policies will certainly bring countries closer to meeting their emissions goals.

In the long-term, however, a carbon price must form the linchpin of any viable national emissions reduction plan.

And ultimately, if we’re to meet that net-zero carbon emissions goal in the most cost-effective way, all countries should face the same global carbon price.

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