Three climate negotiators walk into a bar …

Analogies can be dangerous when you don’t know their limitations, but they can be a good way of distilling a lot of technical details into a central point. A flurry of emails last week resulted in this story at Climate Interactive, about some inebriated decision makers who can’t predict the consequences of their actions. It reminds me of another favorite, cited in Cloudy Skies:

The article gives a fascinating insight into the way international politics struggles with complex technical issues. I was inspired to set up an experiment to test some of the ideas, and hit upon the analogy of using my bath instead of the Earth and taking the water as carbon dioxide. I jammed the plug firmly, and turned one tap to full. I observed that the bath was filling with water. I turned the flow down to 80% – a massive 20% reduction – only to discover that it was still filling but slightly more slowly. At this point I was joined by my neighbour, an American. He pointed out that reducing the flow by 20% was out of the question; we haggled for a bit before agreeing on a reduction to 94.8%. We thought the 5.2% reduction had a nice ring to it. Oddly, the bath was still filling up with water at almost the same rate that it had been initially. My friend then gave me a five pound note to turn the tap down by another 20%. I did so. He then turned on the other tap to exactly counter the 20% saving. I complained, only to be told that he had bought my credits, whatever that means. He then rushed out, returning with a bucket which he put under the second tap. I was so impressed that I did not notice for a moment that the bath was still filling up and that the bucket would soon overflow. We decided we had experimented enough for one day and went off to the pub. We were on our third pint when we remembered that the experiment was still running.

Letter to The Chemical Engineer from A. Lodge (1999)

Unfortunately, even in simple systems, intuition often deserts us. The fact that mental models fail to capture the essence of climate dynamics is but one symptom of this. This Thursday, Drew Jones and I will present a simple model designed to close the gap at the Tällberg Forum’s Washington Conversation, “the climate deal we need.”

WCI Design Recommendations

Yesterday the WCI announced its design recommendations.

Update 9/26: WorldChanging has another take on the WCI here.
I haven’t read the whole thing, but here’s my initial impression based on the executive summary:

Scope

Major gases, including CO2, methane, nitrous oxide, hydrofluorocarbons, perfluorocarbons and sulfur hexafluoride.

What? In scope? How/where?
Large Industrial & Commercial, >25,000 MTCO2eq/yr

Combustion Emissions

Yes Point of emission

Process Emissions

Yes Point of emission
Electricity Yes “First Jurisdictional Deliverer” – includes power generated outside WCI
Small Industrial, Commercial, Residential Second Compliance Period (2015-2017) Upstream (“where fuels enter commerce in the WCI Partner jurisdictions, generally at a distributor. The precise point is TBD and may vary by jurisdiction”)
Transportation

Gasoline & Diesel

Second Compliance Period (2015-2017) Upstream (“where fuels enter commerce in the WCI Partner jurisdictions, generally at a terminal rack, final blender, or distributor. The precise point is TBD and may vary by jurisdiction”)

Biofuel combustion

No
Biofuel & fossil fuel upstream To be determined ?
Biomass combustion No, if determined to be carbon neutral  
Agriculture & Forestry No  

(See an earlier Midwestern Accord matrix here.)

Continue reading “WCI Design Recommendations”

How To Fix A Carbon Tax

Imagine that you and I live in a place that has just implemented a carbon tax. I, being a little greener than you, complain that the tax isn’t high enough, in that it’s not causing emissions to stabilize or fall. As a remedy, I propose the following:

  • At intervals, a board will set targets for emissions, and announce them in advance for the next three years.
  • On a daily basis, the board will review current emissions to see if they’re on track to meet the annual target.
  • The daily review will take account of such things as expectations about growth, the business cycle, weather (as it affects electric power and heating demand), and changing fuel prices.
  • Based on its review, the board will post a daily value for the carbon tax, to ensure that the target is met.

Sound crazy? Welcome to cap and trade. The only difference is that the board’s daily review is distributed via a market. The presence of a market doesn’t change the fact that emissions trading has its gains backwards: rapid adjustment of prices to achieve an emissions target that can only be modified infrequently (the latter due to the need to set stable quantity expectations). Willingness to set a cap at a level below whatever a tax achieves is equivalent to accepting a higher price of carbon. Why not just raise the tax, and have lower transaction costs, broader sector coverage, and less volatility to boot?

Certainly cap and trade is a viable second-best policy, especially if augmented with a safety valve or a variable-quantity auction providing some supply-side elasticity. However, I find the scenario playing out in BC quite bizarre.

Update: more detailed thoughts on taxes and trading in this article.

The GAO's Panel of Economists on Climate

I just ran across a May 2008 GAO report, detailing the findings of a panel of economists convened to consider US climate policy. The panel used a modified Delphi method, which can be good or evil. The eighteen panelists are fairly neoclassical, with the exception of Richard Howarth, who speaks the language but doesn’t drink the Kool-aid.

First, it’s interesting what the panelists agree on. All of the panelists supported establishing a price on greenhouse gas emissions, and a majority were fairly certain that there would be a net benefit from doing so. A majority also favored immediate action, regardless of the participation of other countries. The favored immediate action is rather fainthearted, though. One-third favored an initial price range under $10/tonCO2, and only three favored exceeding $20/tonCO. One panelist specified a safety valve price at 55 cents. Maybe the low prices are intended to rise rapidly (or at the interest rate, per Hotelling); otherwise I have a hard time seeing why one would bother with the whole endeavor. It’s quite interesting that panelists generally accept unilateral action, which by itself wouldn’t solve the climate problem. Clearly they are counting on setting an example, with imitation bringing more emissions under control, and perhaps also on first-mover advantages in innovation.

Continue reading “The GAO's Panel of Economists on Climate”

Regional Climate Initiatives – Model Roll Call – Part III

It seems like a good time for another installment to the regional climate initiative roll call.

Alaska

Alaska signed on as a WCI observer in 2007.

Like many states, Alaska has completed inventories of GHG emissions and potential climate impacts and identified early action items. Impacts are addressed in a joint commission report. I’ve read or skimmed a number of similar efforts from other states, and I have to say that this is the least coherent. It summarizes,

As has been often repeated, the State of Alaska is at the leading edge of impacts resulting from a warming climate. The Commission has recognized many negative and expensive effects of anticipated climate change. There are potential, positive eventualities, as well. The Commission’s concern over a reduction in federal spending implies an increased level of state spending may be in demand.

The report then scrupulously focuses on the positives, and stuffs the negatives to the back of each section. Unlike some states’ efforts, early actions identified by Governor Palin’s climate subcabinet focus exclusively on adaptation.

A mitigation working group is just getting started on a catalog of policies. The group’s first meeting notes contain a statement of purpose from commissioner Hartig:

The Governor appointed this committee because:

  • No debate on climate change, it’s now
  • Relatively small changes in atmosphere have significant effect on the environment.
  • Warming will have effects on habitats
    o Less sea ice
    o More intense forest fires, more insects
    o Change in distribution of species
    o Appearance of new species.
  • Our world shares one atmosphere ’“ there’s no opting out
  • We can build strategy from ground up, without unintended consequences
  • We all must take responsibility
  • The inventory shows the effects Alaska can have are unique and shows opportunities
  • Emissions reductions may not be difficult and there could be many ancillary benefits
  • If we fail to act there could be repercussions in the market
  • State lead-by-example will be an important part of state government leadership
  • Governor wants info and analysis of cap-and-trade, how it affects residents of Alaska

Among other things, I think Alaska’s efforts illustrate a common difficulty in climate policy: complex instruments like a cap & trade system require a major market design effort, which is hard for a state of 670,000 inhabitants to sustain. Small states either need to pursue simpler instruments (like a carbon tax) or pool their resources.

Montana

Near and dear to me is another state, small in population and big in resources. Montana has followed the CCS framework, preparing a GHG inventory and action plan. As elsewhere, there’s lots of detailed analysis, but not much evidence of models to glue it all together.

The appendices of the action plan cite:

  • EPA’s WaRM model, for tracking and reporting GHG emissions from waste management practices.
  • EPA’s MOBILE6 model, for GHG and other pollutant emissions from vehicles.
  • Lifecycle analyses, including GREET, examining the implications of a transition to coal-to-liquids transport fuel (CTL) – particularly relevant given Montana’s huge coal reserves (120 gigatons) and synfuel aspirations. The basic message, nicely discussed by Brandt & Farrell, is that use of CTL and other low-grade petroleum resources could lead to significant recarbonization of energy use, even with CCS.

RGGI

I took a brief look at RGGI in the first installment. Now trading is about to launch, with an initial auction on September 25. Individuals can bid if they have an account on the allowance tracking system (felons need not apply though). New York DEC has a useful brief explanation of the market. Significantly, NY is auctioning nearly 100% of allowances. However, it’s also one of four states that didn’t get their act together in time for the initial auction.

RGGI futures are now trading on the CCX, barely above minimums because the market is overallocated, with allowances above historic levels through 2014. As of yesterday, CCFE RGGI futures for ’08 to ’12 settled at $4.48 to $5.01 on low volume. Evidently RGGI can retire allowances that fail to meet the auction reserve price, but changing underlying allocations could take up to three years.

Climate War Game – Recap

I presented a brief review of my involvement in the CNAS wargame at Balaton today. My last few slides focus on some observations from the game. They led to a very interesting conversation about targets for future models and games. We have been planning to continue seeking ways to insert models into negotiations, with the goal of connecting individual parties’ positions to aggregate global outcomes. However, in the conversation we identified a much more ambitious goal: reframing the whole negotiation process.

The fundamental problem, in the war game and the real world, is that nations are stuck in a lose-lose paradigm: who will bear the burden of costly mitigation? No one is willing to forego growth, as long as “growth is good” is an unqualified mantra. What negotiations need is a combination of realization that growth founded on externalizing costs of pollution and depletion isn’t really good, and that fixing the institutional and behavioral factors that would unleash large low- or negative-cost emissions reductions and cobenefits would be a win-win. That, combined with a serious and equitable accounting of climate impacts within the scope of present activities and coupling of adaptation and development opportunities to mitigation could tilt the landscape in favor of a meaningful agreement.

Ethics, Equity & Models

I’m at the 2008 Balaton Group meeting, where a unique confluence of modeling talent, philosophy, history, activist know-how, compassion and thirst for sustainability makes it hard to go 5 minutes without having a Big Idea.

Our premeeting tackled Ethics, Values, and the Next Generation of Energy and Climate Modeling. I presented a primer on discounting and welfare in integrated assessment modeling, based on a document I wrote for last year’s meeting, translating some of the issues raised by the Stern Review and critiques into plainer language. Along the way, I kept a running list of assumptions in models and modeling processes that have ethical/equity implications.

There are three broad insights:

  1. Technical choices in models have ethical implications. For example, choices about the representation of technology and resource constraints determine whether a model explores a parameter space where “growing to help the poor” is a good idea or not.
  2. Modelers’ prescriptive and descriptive uses of discounting and other explicit choices with ethical implications are often not clearly distinguished.
  3. Decision makers have no clue how the items above influence model outcomes, and do not in any case operate at that level of description.

My list of ethical issues is long and somewhat overlapping. Perhaps in part that is due to the fact that I compiled it with no clear definition of ‘ethics’ in mind. However, I think it’s also due to the fact that there are inevitably large gray areas in practice, accentuated by the fact that the issue doesn’t receive much formal attention. Here goes: Continue reading “Ethics, Equity & Models”

Regional Climate Initiatives – Model Roll Call – Part II

Minnesota

The Minnesota Next Generation Energy Act establishes a goal of reducing GHG emissions by 15% by 2015, 30% by 2025, and 80% by 2050, relative to 2005 levels.

From ScienceDaily comes news of a new research report from University of Minnesota’s Center fro Transportation Studies. The study looks at options for reducing transport emissions. Interestingly, transport represents 24% of MN emissions, vs. more than 40% in CA. The study decomposes emissions according to a variant of the IPAT identity,

Emissions = (Fuel/VehicleMile) x (Carbon/Fuel) x (VehicleMilesTraveled)

Vehicle and fuel effects are then modeled with LEAP, an energy modeling platform with a fast-growing following. The VMT portion is tackled with a spreadsheet calculator from CCAP’s Guidebook. I haven’t had much time to examine the latter, but it considers a rich set of options and looks like at least a useful repository of data. However, it’s a static framework, and land use-transportation interactions are highly dynamic. I’d expect it to be a useful way to construct alternative transport system visions, but not much help determining how to get there from here.

Minnesota’s Climate Change Advisory Group TWG on land use and transportation has a draft inventory and forecast of emissions. The Energy Supply and Residential/Commercial/Industrial TWGs developed spreadsheet analyses of a number of options. Analysis and Assumptions memos describe the results, but the spreadsheets are not online.

British Columbia

OK, it’s not a US region, but maybe we could trade it for North Dakota. BC has a revenue-neutral carbon tax, supplemented by a number of other initiatives. The tax starts at $10/TonCO2 and rises $5/year to $30 by 2012. The tax is offset by low-income tax credits and 2 to 5% reductions in lower income tax brackets; business tax reductions match personal tax reductions in roughly a 1:2 ratio.

BC’s Climate Action Plan includes a quantitative analysis of proposed policies, based on the CIMS model. CIMS is a detailed energy model coupled to a macroeconomic module that generates energy service demands. CIMS sounds a lot like DOE’s NEMS, which means that it could be useful for determining near-term effects of policies with some detail. However, it’s probably way too big to modify quickly to try out-of-the-box ideas, estimate parameters by calibration against history, or perform Monte Carlo simulations to appreciate the uncertainty around an answer.

The BC tax demonstrates a huge advantage of a carbon tax over cap & trade: it can be implemented quickly. The tax was introduced in the Feb. 19 budget, and switched on July 1st. By contrast, the WCI and California cap & trade systems have been underway much longer, and still are no where near going live. The EU ETS was authorized in 2003, turned on in 2005, and still isn’t dialed in (plus it has narrower sector coverage). Why so fast? It’s simple – there’s no trading infrastructure to design, no price uncertainty to worry about, and no wrangling over allowance allocations (though the flip side of the last point is that there’s also no transient compensation for carbon-intensive industries).

Bizarrely, BC wants to mess everything up by layering cap & trade on top of the carbon tax, coordinated with the WCI (in which BC is a partner).

Climate War Game – China's Position

Given its large global presence in 2015, by any measure, China’s posture in the negotiations was critical. The Climate Game Times reported:

Climate Game Times - China Headline

China put forth a set of principles yesterday that will guide today’s continued negotiations on migration, disaster relief, resource scarcity, and emissions reductions…. These principles included statements that China’s efforts in these areas will be consistent with its development objectives, and that historical contributions to greenhouse gas emissions be considered in setting targets and dividing the responsibility for global mitigation.

In perhaps the most important detail to emerge from yesterday’s negotiations, the China team will continue to lead in pushing for technology transfers for mitigation and adaptation measures, particularly in emissions reductions, in land use and forestry, and in agriculture so as to encourage a new ‘green revolution.’

I spent much of my time sitting in on the China team’s deliberations. The discussion was very realistic when viewed in the light of 2008 developing country positions, but I began to wonder whether that position could lead to a good outcome for the people of China. Some underlying assumptions that trouble me:

Continue reading “Climate War Game – China's Position”

Climate War Game – In Pictures

Two quick visualizations of the scenario data behind the war game:

First, a map of what happens to the concentration of atmospheric CO2 as a function of an emissions target to which participating regions adhere (y axis) and the regions participating (enumerated on the x axis). This is basically an elaboration of everyone plays. The color scheme on the surface shows atmospheric CO2 concentration in 2100 in slightly cryptic units (TonC). The important thing to know is that the bluest end of the scale (all in, aggressive targets) succeeds in staying under 466ppm, the reddest end (no action) is a disaster at up to 750ppm, and the green and turquoise bands are near 2x CO2. Click the graphic for a larger version.

Atmospheric CO2 as a function of global targets and regional participation

Second, a visual version of some of the data in the reduction illusion. Bubble size is proportional to regional CO2 emissions in 2015.

Regional population, emissions, GDP (2015 scenario)