Tromso, Norway: I’m Back!

Micha and Louise in front of the northern lights, aurora borealis

Picture taken by Jussi Rauhala from Kilpissafarif

This is my first blog after returning from the Arctic. As you can see above, I successfully crossed the northern lights off my bucket list. Our guide in chasing the beautiful phenomenon took the photo at our stop in Kilpissafarif, Finland (#1 below). I am reposting the map from last week to help you follow along.

map of northern Finland, Sweden, Norway

Figure 1 – Map of northern Finland, Sweden, and Norway

Here I will focus mainly on Tromso, Norway, where we started the trip. It’s the northernmost point in the map above—well into the Arctic Circle. Indeed, during our stay in Tromso, the sun was down all day. That said, from 9am-2pm, there was something called “civil twilight”—the period in which the sun is just below the horizon—when there is generally enough natural light to carry out most outdoor activities. The taxi driver that took us to our hotel strongly recommended that we buy ice grippers and put them on our shoes. For those of you who, like me, have never heard of these gadgets, I am showing an example in Figure 2.

ice gripper, shoe, ice, snow, Tromso, Norway

Figure 2 An ice gripper (there are spikes on the bottom for traction on ice)

It was evening when we arrived so we couldn’t see much but in the morning, the streets looked like wet ice-skating rinks.

ice, snow, Tromso, Norway, streets

Figure 3 – Tromso streets

After two falls—one of them resulting in a big bruise and broken pair of glasses—we sheepishly decided to follow the taxi driver’s advice. He was right: once we got our ice grippers we were able to navigate the terrain much more comfortably.

Arctic, temperature, temperature change, raise, history, ice, Tromso, Norway, day, night, warming

Figure 4 – History of December day and night temperatures in Tromso

Tromso sits on the shores of the Norwegian Sea, which is part of the Atlantic Ocean. It enjoys the comforting influence of the Gulf Stream. Figure 4 shows the history of December temperatures, both day and night, from 1931-2017. The recent warming is visible and almost everybody that we met in town attributed it to climate change. Not too many people remember 1931 personally.

You begin to feel the “real” Arctic once you leave the coast and drive inland. I will start to discuss the impact of the climate change on permafrost in the area where the first photo was taken. I’ll also look into some unique housing opportunities that are available there.

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The Arctic: We’re Going to Lapland!

I don’t have too many things on my bucket list but my wife and I have decided to use our winter school vacation to cross off one item from both our lists: going to see the aurora borealis (northern lights). As an added bonus, I’ll try to observe the impacts of climate change on the Arctic and report my findings to you.

This blog will be posted three days before we return from the trip but I am writing it two days before we leave.

Our destination is the area of Lapland, located at the northern part of Scandinavia, where Norway, Finland, and Sweden meet.

Map of LaplandFigure 1 – Lapland faces the Arctic Ocean

Figure 2 shows the specific locations that we will visit as we travel from Tromso, Norway to Lulea, Sweden. I used someone else’s map since we’re going to the same places – I didn’t bother to erase the original Japanese markings.

map of northern Finland, Sweden, NorwayFigure 2 – Our two-week trip from Tromso, Norway to Lulea, Sweden with the three stopovers in between

Figure 3 shows NOAA’s readings of the rising temperatures in the Arctic, as compared to the global average.

Graph of Arctic warming vs global averageFigure 3 – Time variation of Arctic temperature vs. global temperature

NOAA issued an Arctic report card last year:

– Surface air temperatures in the Arctic continued to warm at twice the rate relative to the rest of the globe. Arctic air temperatures for the past five years (2014-18) have exceeded all previous records since 1900.

– Atmospheric warming continued to drive broad, long-term trends in declining terrestrial snow cover on land, melting of the Greenland Ice Sheet and lake ice, increasing summertime Arctic river discharge, and the expansion and greening of Arctic tundra vegetation.

– Despite increase of vegetation available for grazing, herd populations of caribou and wild reindeer across the Arctic tundra have declined by nearly 50 percent over the last two decades.

– In 2018, Arctic sea ice remained younger and thinner, and covered less area than in the past. The 12 lowest extents in the satellite record have occurred in the last 12 years.

– Warming Arctic Ocean conditions are also coinciding with an expansion of harmful toxic algal blooms in the Arctic Ocean, threatening food sources.

– Microplastic contamination is on the rise in the Arctic, posing a threat to seabirds and marine life that can ingest debris.

The NOAA report only marginally mentions permafrost but a recent article by Jan Hort et. al. in Nature Communication posits that, “Degrading permafrost puts Arctic infrastructure at risk by mid-century.” The abstract of this article is given below, along with Figure 4, which maps the hazard potentials across the Arctic.


Degradation of near-surface permafrost can pose a serious threat to the utilization of natural resources, and to the sustainable development of Arctic communities. Here we identify at unprecedentedly high spatial resolution infrastructure hazard areas in the Northern Hemisphere’s permafrost regions under projected climatic changes and quantify fundamental engineering structures at risk by 2050. We show that nearly four million people and 70% of current infrastructure in the permafrost domain are in areas with high potential for thaw of near-surface permafrost. Our results demonstrate that one-third of pan-Arctic infrastructure and 45% of the hydrocarbon extraction fields in the Russian Arctic are in regions where thaw-related ground instability can cause severe damage to the built environment. Alarmingly, these figures are not reduced substantially even if the climate change targets of the Paris Agreement are reached.

map of Arctic circle and degrading Arctic permafrostFigure 4 – Hazard potential from permafrost melting

Scandinavia looks small on this map but one can see a red dot in the area where we will be traveling (just left of the bottom right-hand inset). One of the most important points in my trip will be to observe the impact of the melting permafrost. More on that next week.

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Climate Change Complementarity: Optimization?

Last week I looked into complementarity, including the Oxford Dictionaries’ definition:

A relationship or situation in which two or more different things improve or emphasize each other’s qualities.

I’d like to follow up on the question posited there: do countries really have to break the complementary relationship between economic prosperity and environmental sustainability? Or can we try to establish an optimized balance?

Climate change’s impacts on almost all global economic activities are now (very slowly) starting to penetrate policymaking on every level. The current political climate in many countries is not exactly encouraging for productive consideration of the matter but it is still under discussion, with the hope that global environmental considerations will play increased roles.

In theory, the US Environmental Impact Statement is the perfect tool for visualizing that added responsibility:

Federal laws and regulations require the government to evaluate the effects of its actions on the environment and to consider alternative courses of action. The National Environmental Policy Act of 1969 (NEPA) specifies when an environmental impact statement (EIS) must be prepared. NEPA regulations require federal agencies, among other things, to include discussion of a proposed action and the range of reasonable alternatives in an EIS. Sufficient information must be included in the EIS for reviewers to evaluate the relative merits of each alternative. Regulations for the Council for Environmental Quality (CEQ) provide the recommended format and content of Environmental Impact Statements.

You can see similar legislation in other countries via Wikipedia.

The EIS is mandated procedure, meaning that it represents the law (as with other laws it can be modified by executive orders or legislation); in  the US, however,  it has been running into some issues.  The executive summary of a paper from Columbia’s Sabin Center for Climate Change Law starts with the following:

In its first year, the Trump Administration undertook a program of extensive climate change deregulation. The Administration delayed and initiated the reversal of rules that reduce greenhouse gas (GHG) emissions from stationary and mobile sources; sought to expedite fossil fuel development, including in previously protected areas; delayed or withdrew energy efficiency standards; undermined consideration of climate change in environmental review; and hindered adaptation to the impacts of climate change. However, the Trump Administration’s efforts have met with constant resistance, with those committed to climate protections bringing legal challenges to many, if not most, of the rollbacks.

We do have other resources for checking up on the damage, though. In industry, for example, Bloomberg terminals now include ESG (Environmental, Social and Governance) information that can be incorporated into many economic decisions [Park Andrew and Ravenel Curtis: Integrating Sustainability into capital markets. Bloomberg LP and ESG’s Quantitative Legitimacy. Journal of Applied Corporate Finance 25, 62 (2013)].

Perhaps the most climate-change-relevant information that can be incorporated in any of these search tools is the social cost of CO2 (SC-CO2). The US National Academies of Sciences, Engineering, and Medicine published some discussions about possible implementation [The National Academy of Sciences and Engineering Valuing Climate Damages: Updating Estimation of the Social Cost of Carbon Dioxide. (Washington, DC 2017)].

The SC-CO2 is a measure, in dollars, of the long-term damage done by a ton of carbon dioxide (CO2) emissions in a given year.  This dollar figure also represents the value of damages avoided for a small emission reduction (i.e., the benefit of a CO2 reduction).

Some are using game theory to push for a version of global sustainability that does not require choosing or prioritizing between countries’ economic development. I have mentioned game theory throughout this blog. Just put the term in the search box and you will find that wherever an apparent conflict shows up, game theory has something to say. For instance, I discussed Peter John Wood’s application of game theory to issues focused on climate change in my March 31, 2015 blog.

Mr. Wood looked at climate change as a two-person game of the Prisoner’s Dilemma [Ann. N.Y. Acad. Sci., 1219, 153-170, (2011)]. The two players have two choices: pollute and abate (equivalent to keep quiet and cooperate). The Nash equilibrium is pollute, pollute (equivalent to cooperate, cooperate).

To those of us who need some reminders about the Nash Equilibrium and the Prisoner’s Dilemma here are some brief refreshers:

Nash Equilibrium is a solution concept of a non-cooperative game involving two or more players in which each player is assumed to know the equilibrium strategies of the other players, and no player has anything to gain by changing only their own strategy.[1] If each player has chosen a strategy and no player can benefit by changing strategies while the other players keep theirs unchanged, then the current set of strategy choices and the corresponding payoffs constitutes a Nash equilibrium.

Prisoner’s Dilemma: Two members of a criminal gang are arrested and imprisoned. Each prisoner is in solitary confinement with no means of communicating with the other. The prosecutors lack sufficient evidence to convict the pair on the principal charge, but they have enough to convict both on a lesser charge. Simultaneously, the prosecutors offer each prisoner a bargain. Each prisoner is given the opportunity either to betray the other by testifying that the other committed the crime, or to cooperate with the other by remaining silent. The offer is:

  • If A and B each betray the other, each of them serves two years in prison
  • If A betrays B but B remains silent, A will be set free and B will serve three years in prison (and vice versa)
  • If A and B both remain silent, both of them will only serve one year in prison (on the lesser charge).

Once expanded to a global conflict between all states, that game can take the following form:

Pi = Ai(ei) – Bi(∑ei)

Where the index i refers to the individual countries. P is a utility function, a term economists often use to model worth or value. Here it can signify economic growth that almost all economists view as something of value. ei represents the pollution that every country generates in the use of energy to power its economic growth and the negative impacts from every country that such pollution can generate. Ai and Bi are the coefficients of the two impacts on every country.

One can try and solve for the Nash Equilibrium by maximizing each utility function subject to constrains that the other utility functions are maximized. The social optimum can be calculated by maximizing ∑ Pi for all players.

To my knowledge a satisfactory solution for our current situation is a work in progress.

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Climate Change Complementarity: the US Government

Oxford Dictionaries define complementarity in the following way:

A relationship or situation in which two or more different things improve or emphasize each other’s qualities.

‘a culture based on the complementarity of men and women’

Given how broad this definition is, it’s not surprising that it can apply to many disciplines, each with its own collection of elements. Wikipedia has a slew of such examples:

Complementarity may refer to:

Physical sciences and mathematics [edit]

Society and law [edit]

See also [edit]

Since the physical sciences are close to my heart, I will use the Encyclopedia Britannica to expand upon both the meaning of the complementarity principle in physics and its origin, which lies with Niels Bohr (one of the most important architects of modern physics):

  • Complementarity principle, in physics, tenet that a complete knowledge of phenomena on atomic dimensions requires a description of both wave and particle properties. The principle was announced in 1928 by the Danish physicist Niels Bohr. Depending on the experimental arrangement, the behaviour of such phenomena as light and electrons is sometimes wavelike and sometimes particle-like; i.e., such things have a wave-particle duality (q.v.). It is impossible to observe both the wave and particle aspects simultaneously. Together, however, they present a fuller description than either of the two taken alone.
  • In effect, the complementarity principle implies that phenomena on the atomic and subatomic scale are not strictly like large-scale particles or waves (e.g., billiard balls and water waves). Such particle and wave characteristics in the same large-scale phenomenon are incompatible rather than complementary. Knowledge of a small-scale phenomenon, however, is essentially incomplete until both aspects are known.

The Oxford Dictionaries entry and Bohr’s complementary principal both require a unifying element of beneficial overlap with which to bridge two (or more) distinct populations. In the OD, that unifying property is culture; in Bohr’s principle it’s the complete knowledge of phenomena on atomic dimensions.The two populations in the dictionary definition are men and women, while those under Bohr’s principle are wave and particle properties (assigned to the same objects).

Now let’s shift to the present time and analyze the recent behavior of the US government:

My recent blogs (December 4, 11; October 16, 23 2018) have enumerated an avalanche of detailed reports about current realities and near future projections of the impacts of climate change on the US – and on the planet (NCA, WMO, IPCC SR1.5). The US government issued these reports under the present administration (NCA, EPA); the international organizations (IPCC, WMO), in which the US remains a member, participate in writing and approving the reports. At the same time, the official response from the highest US administrators is a complete denial of climate change and they have been actively reversing measures that were previously put in place to mitigate its damage and adapt to its impacts wherever possible.

There is probably no clearer marker for the US government’s complementarity on the climate change issue than the actions of its representatives in the mid-December international negotiations that took place in Katowice, Poland (COP24).  Vox describes the meeting’s conclusions below: 

UPDATE, December 15: International climate change negotiators announced late Saturday that they have reached an agreement at COP24 in Poland. The text charts a path forward for countries to set tougher targets for cutting greenhouse gases under the Paris climate agreement, as well as stronger transparency rules for countries in disclosing their emissions. However, questions on how to use markets to limit carbon dioxide remain, and discussions will continue next year. Read on for the context around these negotiations and why environmental groups, governments, and private companies were so concerned about the outcome of this conference.

The Washington Post specified the role that the US played in these negotiations:

KATOWICE, Poland — President Trump’s top White House adviser on energy and climate stood before the crowd of some 200 people on Monday and tried to burnish the image of coal, the fossil fuel that powered the industrial revolution — and is now a major culprit behind the climate crisis world leaders are meeting here to address.

“We strongly believe that no country should have to sacrifice economic prosperity or energy security in pursuit of environmental sustainability,” said Wells Griffith, Trump’s adviser.

Mocking laughter echoed through the conference room. A woman yelled, “These false solutions are a joke!” And dozens of people erupted into chants of protest.

“There are two layers of U.S. action in Poland,” said Paul Bledsoe, an energy fellow at the Progressive Policy Institute and former Clinton White House climate adviser.

One is the public support of fossil fuels, which Bledsoe said is “primarily aimed at the president’s domestic political base, doubling down on his strategy of energizing them by thumbing his nose at international norms.”

The quieter half is the work of career State Department officials who continue to offer constructive contributions to the Paris climate agreement that President Trump loves to loathe.

Which facet of the American presence proves more influential in Poland could have a big impact on whether this year’s climate summit, now in its second week, ends in success or failure?

Wells Griffith proposes a complementarity between economic prosperity and environmental sustainability. His conclusion is that we don’t have to choose. Andrew Light, in a USA Today piece, tries to explain how it works:

Andrew Light, a professor of public policy and atmospheric sciences at George Mason University, was one of the Obama administration’s climate negotiators in Paris. He said the deal cut Saturday, which requires developed and developing nations to follow similar guidelines, was a crucial outcome that could encourage the United States to return to the accord. 

Light said it is important that rules on transparency and record keeping be “flexible” for small, poor countries that might struggle to comply. But the rules must be fundamentally the same, he said.

“We wanted an agreement that would make it easy for the U.S. to get back in,” Light told USA TODAY. “This is a deal that we would want to be part of, a deal where China, India, other big, developing countries don’t have different rules from the U.S. It does make all the countries play by the same rules.”

Michael Mann, a professor of atmospheric sciences at Penn State, said the transparency requirements coming out of Poland are important in light of indications that China’s carbon emissions increased over the past year in a manner that is inconsistent with its Paris commitments.

He said the United States and China reaching agreements with the other nations should “help to create an atmosphere of good faith” and encourage increased emission cutback commitments required in 2020.

Next week I will look into the complementarity of economic prosperity and environmental sustainability on a more fundamental level.

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Wisdom From France: Mitigation and/or Adaptation of Global Ills Must be Inclusive

After an election, it is not unusual for the winners to declare that they were chosen to be the government of all the people. Such declarations, to be credible, require that the most important legislations include the equivalent of an “economic impact” statement to measure winners and losers. In legislations directed at climate change, the most important initiatives involve mitigation and adaptation – i.e. trying to minimize the impacts and adjust to the changes. The international community, mainly via the United Nations, recognized this need for inclusion even before the 1992 Earth Summit in Rio de Janeiro. But the recognition was extended only to sovereign states, not to individual citizens. We are now paying the price.

Last week’s blog focused on the Yellow Vest demonstrations in France. Somewhere, toward the end of the blog, I tried to summarize the situation:

The conditions in France were ripe and the trigger was the small increase in the price of fuel. Fortunately, we now have data that will help us to form an opinion on whether the conditions exist elsewhere for such an explosion of dissent.

After posting the blog, I emailed the link to my friends and family in France. I got immediate responses from two of them. One family member preferred to send his feedback directly via email. The other posted his comment on last week’s blog. I decided to focus this last blog of 2018 on their replies.

Below is the comment that was emailed directly to me:

Interesting way to put things in perspective.
In my opinion, one of the key is the timeline: the government try to implement comportemental behaviour (using tax pression or gift) in less a decade, which is violently short.

Give some time to people, especially low income people, to swift from fossile to renewable energies and changes will be smoother, and personal present consideration will meet future humanity survival.

Mathieu’s comment, directly posted on last week’s blog, includes the following paragraph:

You had in Paris about 10 K people protesting, 8 K policeman, 1 K arrests! (1/10)
BUT. There was in the same time a march for climate. How many people? Organizers say 25 K. Police 17 K. They thanked police (and media) not for being there, so it was calm.

Some interesting comments here

My immediate thoughts on these comments were that they weren’t very helpful. But I was thankful Mathieu had made me aware of the second demonstration that I had no idea about. I also promised to respond in detail to my other relative’s suggestion that people need more time with some estimates of how much time people might need to “digest” policies targeted at climate change mitigation.

Let me try to be a bit more helpful here.

The recent IPCC report emphasizes that we have almost missed the deadline to limit the global temperature rise to 1.5oC (2.7oF) at the end of the century and all signs indicate we are presently on our way to a rise of 3oC (5.4oF). However, such a drastic shift in our energy use on a global scale has to be a political move. In “liberal” or even “illiberal” democratic countries, political moves on such a scale have to be inclusive. The international community recognized this necessity and any calls for such a shift were predicated on nearly unanimous agreement from all sovereign countries as well as recognition of the different needs and responsibilities of the developed and developing countries. However, there was no attempt to be inclusive of individual citizens within those countries.

Less than two months ago (October 30, 2018), I tried to identify the main global changes that have taken place in my lifetime. Many of these have strong political ramifications that need to be addressed before any major global change can take place. Almost all of the metrics mentioned in Table 1 have direct ramifications for climate change. The only one whose connection is less than obvious is the degree of urbanization that took place over this period. However, even this indicator is included in the climate change category of the World Bank database (see April 7, 2015 blog).

Table 1 – Yardsticks for the global transition

Presently, the most direct tool that governments have to try to shift energy use to a more sustainable mix is the carbon tax. Wikipedia’s description of the global distribution of carbon taxes includes the measure’s status in France:

In 2013, a carbon tax was again announced for France. Prime Minister Jean-Marc Ayrault launched the new Climate Energy Contribution (CEC) on September 21, 2013. The tax will apply at a rate of €7/tonne CO2 in 2014, €14.50 in 2015 and rising to €22 in 2016.[102] As of 2018, the carbon tax is at €44/tonne.[103]

In the fall of 2018, French President Emmanuel Macron, who campaigned on the pledge to “Make Our Planet Great Again,” introduced a carbon tax. The tax revenues were meant to subsidize green industries like wind and solar, shut down of 14 nuclear power plants, and eventually shut down all French coal plants by 2022.[104] His proposals led to mass protests, however, with hundreds of thousands of angry French citizens wearing yellow vests as a symbol of unity. Some protesters felt the tax on fuel would be especially costly to citizens living outside the cities, as they did not have as many mass transportation options as urban residents.[105] On December 4, the government suspended the carbon tax, justifying the suspension because, as French Prime Minister Édouard Philippe, said, “No tax is worth putting in danger the unity of the nation.”[106]

It is a complicated issue and one of the major unsettled disputes is what to do with the income generated through such taxation. There are various suggestions, but a clear analysis of (potential) winners and losers through such tax, to my knowledge, is not yet available. Directing some of the resources to facilitating transportation in rural environments – one of the Yellow Vest demonstrations’ triggers – might help.

I will expand on these issues in future blogs.

I hope that in some near future we will be able to unite the two French demonstrations to join together with a joint cry to save us all!

Happy 2019!!

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Yellow Vests, Al Gore, President Trump, Conflicts Between Present and Future

I love France. I have family there and many dear friends. I always look for opportunities to visit. Some in my family are social activists who “enjoy” demonstrating. So when the Yellow Vest (Gilets Jaunes) demonstrations started to take place, I was worried. I made contact and was told, to my relief, that none of my family members were participating.

The demonstrations quickly spread throughout France and became the focus of global attention. A relatively small percentage turned violent – mostly near the Arc de Triomphe and the Avenue des Champs-Élysées, at the center of Paris. A few hundred people were wounded nationwide and several hundred were arrested. There was plenty of broken glass and other damage to property, including graffiti on the Arc de Triomphe itself and damage to the museum inside. At its peak, there were fewer than one million participants across the country. 

Here is how it all started, as described in the NYT:

The movement originated in May when a woman named Priscillia Ludosky, who has an internet cosmetics business and lives in the suburbs southeast of Paris, launched an internet petition calling for a drop in gas prices. She broke down the price into its components, noting that taxes made up more than half the cost in France. Per liter, lead-free gas was 1.41euros on Sunday, or about $6.00 per gallon.

The petition went mostly unnoticed until October, when Éric Drouet, a truck driver from the same area as Ms. Ludosky, ran across it and circulated it among his Facebook friends. Newspapers began writing about the petition, and the number of signatures skyrocketed from an initial 700 to200,000. Today it has more than 1.15 million signatures and counting.

Those who participated were predominantly men and women who rely on their cars to get to work and take care of their families. In the mix were small-business owners, independent contractors, farmers, home aides, nurses and truck drivers. They live and work primarily in rural towns and in the suburbs or exurbs of France’s big cities, many earning just enough to get by.

Random questioning of participants reveals a lot of unfocused frustrations that the middle class (as in many other places) has a hard time making ends meet. We will see below that France is – by any standard – a rich country, with inequality no different than other large European countries. The Yellow Vests’ demands cover a broad spectrum and basically stress a desire for the government to pay more attention to their needs.

When the protests started, President Macron was in Argentina, attending the G20 meeting. As soon as he returned, he tried to meet some of the demands. Here is how one blog summarized his response:

Emanuel Macron finally responded today to the protests and riots that have roiled France. In his speech, he declared that he’s heard the anger of those whose economic suffering prompted the protests and will take immediate steps to relieve their hardship.

What steps? An increase in the minimum wage, for one. Macron announced that those earning the minimum wage will receive a supplement of 100 euros per month, or about $115.

Taxes on overtime pay will be eliminated and retiress earning less than 2,000 euros a month, about $2,270, will be exempt from a recent increase in social security taxes. Macron had already rescinded the tax increase on diesel fuel — the measure that triggered the protests.

President Trump’s comments on the Yellow Vests’ demonstrations were, as usual, by way of a tweet:

“The Paris Agreement isn’t working out so well for Paris,” Trump wrote. “Protests and riots all over France. People do not want to pay large sums of money, much to third world countries (that are questionably run), in order to maybe protect the environment.”

Some worry that countries and organizations view the demonstrations as a convenient vehicle with which to pursue their unrelated political agendas on social media. I will try to look at this from a more factual point of view.

To put the  Yellow Vests’ most direct argument in their demonstrations against the government into context time-wise, the protesters refuse to worry now about what will happen to the world in the long run (mid-century or toward the end of the century) while they have difficulties supporting their families now. This is the old argument of having to choose between the environment and the economy.

Before getting into that important (but massive) issue, I will try to address another aspect of these events that fascinates me: the way that these demonstrations started. There are large similarities (at least in my mind) between how these protests started and how atomic bombs explode. With atomic bombs, people use materials such as uranium (235) or plutonium (239),which are fissile elements – meaning that if suitable particles such as neutrons hit their nuclei, their nuclei will break – and in the process, will release more neutrons that will continue the reaction. That chain, in turn,releases a very large amount of energy that can be used to either power or destroy a big city. Where does the first neutron that starts this chain reaction come from? The answer is that these neutrons are all around, mostly originating from the sun. They don’t usually cause any harm but if the right conditions exist – such as a critical mass of fissionable elements – they can demolish a city. The same sort of questionable sensitivity to an initial trigger can be seen in deadly fires such as the ones that devastated California recently. People are still working hard to  figure out who triggered the fires and how. Some potential culprits include utility companies (putting wires below trees), car drivers who cause sparks on the road, barbecuing tourists, etc. The fact is that if the conditions are right for wildfires, triggers will always be available in abundance.

In science, critical mass is the smallest amount of fissile material necessary to sustain the nuclear chain reaction I described above. Social media, in its various forms, is responsible for expanding the critical mass of potentially explosive social issues. While it takes fewer and fewer people to trigger said chain reaction on social media, the critical mass we are talking about here is the mass needed to impact and win an election that can change policy. Social media is able to reach this mass very effectively. Unlike the critical masses of uranium and plutonium, which work to minimize the escape of newly released neutrons and maximize their availability to sustain a chain reaction that breaks the nuclei, the critical mass connected through social media is not targeted at individual properties and is much more effective at destruction than creation. Its benefits as a positive social force are a topic of much debate.

The conditions in France were ripe and the trigger was the small increase in the price of fuel. Fortunately, we now have data that will help us to form an opinion on whether the conditions exist elsewhere for such an explosion of dissent.

Table 1 shows the general economic conditions in France compared to four other large countries that are members of the EU (Brexit hasn’t gone into effect yet so I’m still including the United Kingdom):

Table 1 – Some key socioeconomic parameters of five large European countries

Data for Table 1 were taken from established large databases such as Worldometer (population), World Data Atlas (Gini coefficients that measure inequality) and IMF (GDP/Capita).

In both GDP/Capita and the GINI coefficient, France stands close to the top and is one of the richest large countries in the world. Nor is its income distribution any worse than other rich country.

This week (or roughly the first half of December) marks the anniversary of the Paris Agreement (See December 14, 2015 blog). At the time, all of France was supportive. A more recent survey about Europeans’ attitudes regarding climate change just came out. It shows that almost all French (still) believe that the climate is changing, its impacts will be bad, and the changes are at least partially caused by humans.

Figure 1, from the same survey, shows that the French, like anybody else, think that energy affordability is an important indicator. But nobody posed the issue as energy affordability colliding with mitigation of anthropogenic climate change.

Figure 1

Figure 1

Table 2 – Beliefs in the reality, causes, and impacts of climate change

I addressed such a conflict on an individual level before (October 4, 2016). I specifically followed Al Gore, who was – and still is – leading the public demand in the US to confront climate change, while at the same time leading a decadent life style that uses large amounts of energy:

Al Gore is now a rich and famous man. A short internet search brings up images of his mansion in California, which puts the Nashville one to shame, but the sheer size of these buildings requires a lot of energy. If the energy use approximately matches the average energy mix in the US, it generates large amount of greenhouse gases. I didn’t follow up on his efforts to cut down on energy usage and replace his energy sources with a more sustainable mix.However, the message from his personal life certainly undermined his message to society and, if nothing else, served as a combustible weapon in the hands of climate deniers who refuse to heed his plea.

These conflicts between present personal considerations and projections of future impact are parts of a broader complementary principle that I will discuss in the next blog.

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Deadly Confusions: Administration Doesn’t Believe its Own EPA Reports; That Could Cost Lives, Economy

In this blog I will continue to analyze the economic damage that the US government’s insistence on carrying on business as usual practices in the face of climate change will likely inflict on the country. Last week I discussed the recent NCA (National Climate Assessment) report and the damage it predicted.

I also incorporated some comments from the president and White House, including:

A White House statement said the report, started under the Obama administration, was “largely based on the most extreme scenario” of global warming and that the next assessment would provide an opportunity for greater balance.

Figure 1 from last week’s blog summarized the anticipated economic damages from a business as usual scenario. I am including it again here. Let’s look into the origins of the information it uses.

Figure 1 – Estimated annual economic damage by 2090 (NCA4 Ch29)

Figure 1 shows the economic consequences projected with the RCP8.5 scenario in 2090 and how much of that damage we could avoid by shifting to the RCP4.5 scenario. Chapter 29 of the report discusses this in more detail. The report cites its source for this information as the EPA’s May 2017 “Multi-Model Framework for Quantitative Sectoral Impacts Analysis: A Technical Report for the Fourth National Climate Assessment.”  It was peer-reviewed with data available here. That analysis came out five months after the inauguration of President Trump and three months after the Senate confirmed his pick for EPA Administrator, Scott Pruitt – one of the leading climate change deniers in the country.

Last week I also compiled a partial list of steps that the president and his cohort have taken to disband many of the previous administrations’ earlier policies meant to mitigate the impacts of climate change. Most of these policy changes stemmed directly from Mr. Pruitt’s EPA. Today I have narrowed last week’s list to these specific policy reversals:

  • October 2018 – EPA to disband air pollution review panel
  • September 2018 – EPA repeals Obama-era methane rules
  • August 2018 – Trump EPA unveils plan to nullify federal rules on coal power plants
  • April 2018 – EPA starts rollback of car emissions standards
  • February 2018  – EPA mulls shake-up to environmental research program
  • January 2018 – EPA loosens regulations on toxic air pollution
  • Report: climate change web sites ‘censored’ under Trump
  • October 2017 – Trump EPA poised to scrap clean power plan
  • May 2017 – EPA dismisses science advisors
  • March 2017 – EPA scrubs climate change website

The EPA report’s goal and general structure are as follows:

This Technical Report summarizes and communicates the results of the second phase of quantitative sectoral impacts analysis under the Climate Change Impacts and Risk Analysis2 (CIRA) project (for information on the first phase, see the CIRA Project Background section). This effort is intended to inform the fourth National Climate Assessment3 (NCA4) of the U.S. Global Change Research Program (USGCRP). 4 The goal of this work is to estimate climate change impacts and economic damages to multiple U.S. sectors (e.g., human health, infrastructure, and water resources) under different scenarios. Though this report does not make policy recommendations, it is designed to inform strategies to enhance resiliency and protect human health, investments, and livelihoods.

Here is how the report suggests we interpret the results:

This Technical Report presents results from a large set of sectoral impact models that quantify and monetize climate change impacts in the U.S., with a primary focus on the contiguous U.S., under moderate and severe future climates. The CIRA analyses are intended to provide insights about the potential direction and magnitude of climate change impacts. However, none of the estimates presented in this report should be interpreted as definitive predictions of future impacts at a particular place or time. Instead, the intention is to produce preliminary estimates of future effects using the best available data and methods, which can then be revisited and updated over time as science and modeling capabilities continue to advance.

The CIRA analyses do not evaluate or assume specific mitigation or adaptation policies in the U.S. or in other world regions. Instead, they consider scenarios (Representative Concentration Pathways or RCPs6) to illustrate potential impacts and damages of alternative future climates. The results should not be interpreted as supporting any particular domestic or global mitigation policy or target. In addition, the costs of reducing greenhouse gas (GHG) emissions, and the health benefits associated with co-reductions in other air pollutants, are well-examined elsewhere in the literature and are beyond the scope of this report. For this reason, the analysis presented in this Technical Report does not constitute a cost-benefit assessment of climate policy.

Probably the most important paragraph in this section is the one that can serve as a direct rebuttal to the White House’s claim that the NCA report is the “worst case scenario.”

Furthermore, only a small portion of the impacts of climate change are estimated, and therefore this Technical Report captures just a fraction of the potential risks and damages that may be avoided or reduced when comparing the alternative scenarios. To better estimate impacts, this ongoing project continues to add new sectors, measures of economic damages, and adaptation scenarios, and to improve methods and assumptions within existing sectoral modeling. Impacts that are not covered by the modeling analyses and other important considerations or limitations are described in the discussion sections of each individual sector chapter.

The report’s Executive Summary covers the sectors of the analysis (the most important ones are shown in Figure 1), each with a specific example. For instance, this is regarding the cost to labor: 

Under both atmospheric greenhouse gas (GHG) concentration scenarios modeled (Representative Concentration Pathways or RCP4.5 and RCP8.5), climate change is projected to significantly affect human health, the U.S. economy, and the environment. These climate change impacts will not be uniform across the U.S., with most sectors showing a complex pattern of regional-scale impacts.

For example, under RCP8.5, almost 1.9 billion labor hours across the national workforce are projected to be lost annually by 2090 due to the effects of extreme temperature on suitable working conditions, totaling over $160 billion in lost wages per year. More than a third of this national loss is projected to occur in the Southeast ($47 billion lost annually by 2090).

Figure 2 shows the projected temperature impacts of the two scenarios, based on the most sophisticated, internationally recognized computer modeling.

Figure 2 – Projected temperature rise across the US based on the two scenarios

Table 2.2 in the EPA report shows the economic indicators that are being used to monetize the health impact.

To demonstrate the consistency of the computer modeling, Table 5.1 shows the various estimates of changes in annual mortality by different computer models. It is, again, a great illustration that the report’s analysis is not based on the “worst case scenario” (i.e. it could be worse).

EPA 2017 Multi-Model Framework for Quantitative Sectoral Impacts Analysis, p. 55

Mr. Pruitt and President Trump had plenty of opportunities to change the report to reflect their own views on climate change. Fortunately, they decided not to do so. However, this decision leaves many of us with the strong suspicion that neither of them actually read these reports. In fact, the general opinions on climate change that they – and Andrew Wheeler (Acting EPA Administrator after Mr. Pruitt’s resignation) – express contradict the findings of the hardworking people they oversee. They are running roughshod over those trying to anchor political decision with facts. Most of us are confused by the results.

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Governing Through Denial

The consequences of continuing the business as usual activities that result in climate change are not a mystery. We are in the middle of an avalanche of credible reports about the present state of the world and near future prognoses if we stay on our current path. The most recent official example (to my knowledge) is the World Meteorological Organization’s (WMO) 2018 provisional report, a relatively short piece that recaps where the world stands in terms of our carbon footprint. A number of different organizations publish such reports, each summarizing peer-reviewed literature. I would like to focus here on the National Climate Assessment (NCA) report posted on Black Friday. It is part of a report that congress has mandated must be published every four years. This is part two of the fourth report in the series; part 1 was published last year (see my August 15, 2017 blog). These are official, government-issued reports put forward by the current administration. This one continues to reflect the science – in spite of the fact that the president often claims that climate change is a Chinese hoax designed to weaken the US. This latest report spans about 1600 pages. I am quite sure that the president himself hasn’t read it. However, the more surprising element is that – according to the testimonies of people who took part in writing it – no one else in the administration interfered in the writing process or tried to modify its conclusions, all of which align well with every other recent report.

President Trump reiterated his denial in a tweet two days before the publication came out:

Brutal and Extended Cold Blast could shatter ALL RECORDS – Whatever happened to Global Warming?

4:23 PM – 21 Nov 2018

The tweet echoed his sentiment from last year:

In the East, it could be the COLDEST New Year’s Eve on record. Perhaps we could use a little bit of that good old Global Warming that our Country, but not other countries, was going to pay TRILLIONS OF DOLLARS to protect against. Bundle up!


7:01 PM – Dec 28, 2017

He responded to questions about the report:

“I don’t believe it,” he told reporters outside the White House before boarding Air Force One for a flight to Mississippi.

The president also attempted to place the blame for global warming on China, Japan and “all these other countries.”

“Right now, we’re the cleanest we’ve ever been,” he claimed.

The White House also put out a statement about the issue:

A White House statement said the report, started under the Obama administration, was “largely based on the most extreme scenario” of global warming and that the next assessment would provide an opportunity for greater balance.

Instead, these people said, administration officials hoped to minimize the impact by making the assessment public on the afternoon of Black Friday, the big shopping day after the Thanksgiving holiday, thinking that Americans might be unlikely to be paying attention.

The last comment mentions that the report outlines an extreme scenario. In terms of extreme scenarios, we usually use the end of the century as our marker (for perspective, Barron Trump is now 12). The most extreme outcome possible is Doomsday (August 21, 2017 blog). The report consistently analyzes two scenarios: RCP (Representative Concentration Pathway) 4.5 and RCP 8.5. These scenario families were developed by the IPCC, as I explained in a previous blog (October 28, 2014). Wikipedia defines them in this way:

The RCPs are consistent with a wide range of possible changes in future anthropogenic (i.e., human) greenhouse gas (GHG) emissions, and aim to represent their atmospheric concentrations.[3] RCP 2.6 assumes that global annual GHG emissions (measured in CO2-equivalents) peak between 2010–2020, with emissions declining substantially thereafter.[4] Emissions in RCP 4.5 peak around 2040, then decline.[4] In RCP 6, emissions peak around 2080, then decline.[4] In RCP 8.5, emissions continue to rise throughout the 21st century.[4]

In other words, RCP 8.5 is more or less a business as usual scenario; within the IPCC RCP scenarios, some do view it as the worst-case scenario. That’s not true, though. Under President Trump, the federal government is going backwards on environmental protections, meaning that, yes – it can get worse. Below are some of these measures, taken from the National Geographic’s more complete running list of changes that the president has initiated in his less than two years in office:

  • October 2018
    • First offshore oil wells approved for the Arctic
    • EPA to disband air pollution review panel
  • September 2018
    • EPA repeals Obama-era methane rules
  • August 2018
    • Trump EPA unveils plan to nullify federal rules on coal power plants
    • Trump announces plan to weaken Obama-era fuel economy rules
  • May 2018
    • White house cuts NASA climate monitoring program
  • April 2018
    • EPA starts rollback of car emissions standards
  • March 2018
    • FEMA expels “climate change” from strategic plan
  • February 2018
    • EPA mulls shake-up to environmental research program
    • Trump proposes cuts to climate and clean-energy programs
  • January 2018
    • Report: Trump mulling major cuts to clean energy research
    • EPA loosens regulations on toxic air pollution
    • Report: climate change web sites ‘censored’ under Trump
  • December 2017
    • Trump drops climate change from list of national security threats
  • October 2017
    • Interior department proposes largest-ever oil and gas lease auction
    • Trump EPA poised to scrap clean power plan
  • August 2017
    • Mining health study halted; climate advisory panel disbanded
    • Trump revokes flood standards accounting for sea-level rise
  • June 2017
    • US pulls out of Paris climate agreement
  • May 2017
    • Trump budget proposes steep cuts for the environment
    • EPA dismisses science advisors
  • April 2017
    • Order aims to expand offshore drilling
    • Interior department scrubs climate change website
    • Climate change staffers reassigned
  • March 2017
    • Climate actions undone
    • Keystone XL pipeline approved (blocked by federal judge)
    • Fuel efficiency standards reconsidered
    • ‘Science’ scrubbed from EPA’s Office of Science and Technology mission statement
    • Emissions info request nixed
  • December 2016
    • Scramble to save science data

We don’t yet have the scenario that will develop if all of these changes materialize. The next NCA report is due in 2021 – after the next presidential election!

Lastly, there’s a small entry towards the end of the NCA report that examines the economic consequences projected to 2090 with the RCP8.5 scenario and how much we can “save” by shifting to the RCP4.5 scenario.

Figure 1 – Estimated annual economic damage by 2090

Figure 1 represents 93% of the damage portrayed in Table 1’s slightly more detailed table. Sizes in the figure are proportional to the estimated damage. The total estimated damage amounts to $511B (in 2015$) globally. The total GDP of the US in 2015 was $18T. If we assume a constant average growth rate of 2%, we can use the equation for doubling time, where r is the growth rate, to understand the exponential growth.

dt= 70/r

A population with a 2% annual growth would have a doubling time of 35 years.

35 = 70/2

This brings us to an estimated US GDP of $72T in 2090. Assuming the same potential growth of 2%, we get $1.45T, so $511B represents a 35% decrease in such growth, attributable to climate change.

Table 1 – Projected Damages and Potential for Risk Reduction by Sector

To put this into context, the world lost 153 billion hours of work to heat waves in 2017.

This was a balanced report, but not the same kind of “balance” that this administration prefers.

The report includes a chapter with a “Consensus Study Report” from the National Academies of Sciences, Engineering, and Medicine, reviewing its entirety in a span of 200 pages. Many of the critical comments written there resulted in real world improvements.

Since this was a report that was officially produced by the administration it would have been possible to include its kind of “balance.” They could have farmed it out to somewhere such as the Heartland Institute, which has a wealth of experience in presenting denials to the IPCC reports.

In the next blog I will try to go into the methodology of these economic estimates, rather than continue the discussion regarding whether the RCP8.5 estimates reflect worst-case scenarios or are on the conservative side.

Meanwhile, Happy Hanukkah to those who celebrate it!

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The Global Picture: Climate Hazards and Their Impact

More than three years ago, I posted a blog called, “What Do I Think of the World Bank Data? What Do You Think?” I showed the 41 indicators that the World Bank lists under its climate change category. I then asked my students to write in the comments section about why these indicators belong in this grouping. I am still doing this with new students. You can go there and try the exercise for yourself.

Last week, a much more useful, albeit convoluted, system came out. On November 19, 2018, a group of 23 scientists led by Prof. Camilo Mora posted a paper, “Broad threat to humanity from cumulative climate hazards intensified by greenhouse gas emissions” on Nature Climate Change. The paper demonstrates a relatively new method of study called meta-research:

Meta-research is a recent field of research that studies research practices with the aim of finding evidence-based improvements.[1][2] It is also known as “research on research” or “the science of science” as it uses research methods to study how research is done and where improvements can be made. It covers all fields of scientific research (including health and medical research) and has been described as “taking a bird’s eye view of science”.[1] It aims to improve scientific practice as summed up by John Ioannidis, “Science is the best thing that has happened to human beings […] but we can do it better”.

Here is how the paper’s authors summarize the methodology they used in their research:

Observed impacts on human systems

A systematic review of observed impacts was conducted by creating a table in which ten climate hazards (warming, precipitation, floods, drought, heatwaves, fires, sea level, storms, changes in natural land cover and ocean chemistry) were listed in columns and six aspects of human systems (health, food, water, infrastructure, economy and security) were listed in rows (see Methods). This table was used as a guide for all possible combinations of keywords to search for publications reporting the impacts of climate hazards on key aspects of human life. From over 12,000 references assessed, we identified 3,280 relevant papers that were read in full to find case examples of climate hazards impacting human systems. Our criteria for the selection of impacts required that impacts be observed and supported with traceable evidence (that is, there was a reference to a place and time that could be traced to where and when a given impact occurred). Impacts were subcategorized within each of the six primary aspects of human life to reflect the variety of documented impacts (for example, death, disease within human health; see Fig. 1 and Methods). In total, we found case examples for 89 attributes of human health, food, water, infrastructure, economy and security impacted by the ten climate hazards. Of 890 possible combinations (10 climate hazards × 89 attributes of human life), we found case examples for 467 interactions or pathways by which humanity has been impacted by climate hazards. For brevity, pathways are described and supported with at least one case example; however, very commonly we found numerous similar case examples of impacts, which are listed with their associated paper in a publicly available online database (

This list is intended to document the vulnerability of human systems to changes in climate hazards.

The researchers identified 10 climate hazards: warming, precipitation, floods, droughts, heat waves, fires, sea level rise, storms, changes in natural land cover (choice of land for specified activity), and ocean chemistry (acidification). They also found 89 impacts on humans, which fall into 6 categories: health impacts (27), food impacts (10), water impacts (4), infrastructure impacts (21), security impacts (11), and economic impacts (16). It gave them a total of 890 entries (many of them empty). Figure 1 summarizes the entries, but it is hardly readable even in the original paper.

Observed impacts on humanity from climate hazardsThe authors also provide a supplemental site that shows the climate hazards as columns in an interactive table with 89 rows. Many of the cells include citations of the original references and a short explanation of the connection between the hazards and the impacts. In most cases, the references provide a quantitative assessment of the magnitude of the correlation.

On Friday, the US government issued a new report (more than 1600 pages) that covers the same basic topics as the Mora paper. The two main conclusions are also the same: climate change is happening now and the impacts affect every aspect of our lives. Business as usual scenarios guarantee that those impacts will continue to compound (think of the two main fires currently raging in California). The reports are coming out at a much faster rate than any one of us can digest – certainly infinitely faster than we are taking steps to mitigate or adjust to climate change. The sad part is that this is an official US government report and yet the president made a comment that the unusual freezing cold weather on Thanksgiving was evidence that climate change is a hoax.

Science can be intimidating and confusing to some, especially when they’re not always in the know about methodology. Hopefully continued meta-research will help ease anti-science sentiments and let us move forward.

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Climate Skepticism and Schools?

A few days ago, my wife emailed me a piece from PBS about the state of climate change education in K-12 classes:

Dueling Books Compete to Educate Kids on Climate Change:

The group that mailed books and DVDs arguing that global warming isn’t real to science teachers around the country last year is redoubling its efforts: It plans to publish and distribute a new book — this one aimed at both teachers and students — in the coming months.

But this time, teachers looking for alternative resources will find far more options available than they did just last year: At least three books about how to teach human-caused climate change to middle- and high-school science students will be published by early next year.

The dueling education campaigns are the latest sign of the extent to which children’s understanding of climate change is seen as up for grabs — a fight FRONTLINE and The GroundTruth Project have been reporting on over the past year.

“The public school science classroom is where the majority of U.S. citizens will get any formal instruction on climate science — if they get any at all,” said Glenn Branch, deputy director of the National Center for Science Education. “So it makes sense that classrooms would be a battleground for those who want climate change to be taught — and those who want it to be mis-taught.”

A 2016 nationwide survey of 1,500 public school science teachers found that 31 percent reported they teach that causes of climate change are up for debate, 10 percent teach that humans have no major role in climate change and 5 percent avoid the topic. Less than half of middle-school and high-school teachers reported they understood that scientists are in consensus that humans are causing climate change.

Last year, the Heartland Institute, a libertarian think tank that has dedicated itself for more than a decade to opposing action on climate change, said it mailed more than 200,000 copies of a book titled Why Scientists Disagree About Global Warming and an accompanying DVD to science teachers; the material was criticized by climate scientists for misrepresenting climate research and manipulating data. Democrats in the U.S. House of Representatives decried the campaign, and Democratic senators questioned Education Secretary Betsy DeVos.

Now, Heartland senior fellow James Taylor says he is editing a new “global warming guide” that presents “brief summaries of global warming topics.” Details about the Heartland book are still scarce — Taylor did not provide its title, and the distribution plan for the new book is not yet finalized, though Taylor said another mass mailing campaign is under consideration. The initial book they mailed out was for a general audience; this will be aimed specifically at educators and students, he said.

The article continues to list denier publications that will put our schools, our children, and our future voters in greater educational peril than they are in already. It will likely be left to politicians to mandate the books used by schools under their jurisdiction, specifically those that are dependent upon them for manpower and budgets. We don’t have a constitutional separation of State and schools.

I will follow these new denier books and the marketing campaigns of their politically divergent publishers as they come out.

I have been teaching climate change at a university for many years now, offering both general education classes and more specialized advanced courses. I have come to believe that education of the voting public (or more accurately, those eligible to vote) is probably the most promising tool for effective mitigation and prevention of the collective disaster of further climate change. The potential fallout from our continued ignorance is immense.

This blog, which I use as a supplement for my classes, started as a direct consequence of my wish to have some impact on the issue. I have discussed the importance of educating students on all levels several times here (see the March 4March 25, 2013 blogs on educational transition, the June 14, 2016 blog on education in the Anthropocene, or search for “education” in the box above).

I have yet to do any in-depth research on where we stand in training our future teachers (and retraining our working teachers) to cover climate change. My emphasis up until now has been on the necessity of multidisciplinary training but the PBS article has convinced me we need more than that. We need database-anchored training, independent of conclusions drawn by others, regardless of their notoriety or political affiliations.

Agencies and societies that deal directly with climate change are also realizing the need for teacher training on this issue. Good examples are NASA and the American Meteorological Society. Hopefully they are just the start of a much larger movement.

I will try to contact the School of Education within my university and see what can we do. Meanwhile, keep pushing and have a happy Thanksgiving.

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