Visualizing Carbon Dioxide Pollution

Global Carbon Dioxide Emissions Visualized by NASA

In undergraduate chemistry labs we do a multi-step experiment to help students explore chemical reactions. I like the part where we add concentrated nitric acid to a beaker containing a US penny (it has to be minted before 1982 when they were made entirely out of copper). You can tell that there is a reaction right away – exciting and vigorous bubbling, the solution turns blue green and a dark reddish-brown gas pours out of the beaker. You can see it here.  

If you craft the balanced chemical equation for this reaction you find that one of the products is gaseous nitrogen dioxide or NO2, formed by the oxidation of the copper by the nitric acid (copper (II) nitrate and water are also formed in the reaction).  

Even if you did not know that concentrated nitric acid is very dangerous (it is), the minute you see that deeply colored reddish-brown gas bubbling out of the beaker, you would probably take a step back and make sure your safety glasses were fixed firmly on your face. It looks ugly and chemical. If you caught a whiff, it would be pungent and acrid (we do the experiment in a fume hood). The gas does everything it can to scream “poison”, which it is. 

Nitrogen dioxide is one of a couple of gases that are referred to collectively as a NOx (as in “knocks”) – a mixture of nitric oxide (NO) and nitrogen dioxide. In addition to the reaction of metals with nitric acid, NOx gases are formed by chemical reactions in internal combustion engines.

In an engine cylinder, the hydrocarbon fuel reacts with the oxygen in the air to make carbon monoxide, carbon dioxide and water, and nitrogen gets converted into NOx. Untreated, the mixture of gases released from the tailpipe includes pollutants – carbon monoxide, hydrocarbons and NOx. Complex technology has evolved to deal with the products of these complex reactions.

In the early eighties, before I started studying chemistry seriously, I hiked part of the Pacific Crest Trail in California north from the Mexican Border to the southern Sierra Nevada Mountains. Aptly named, the trail runs along the crests of the western mountains. Around Los Angeles, you walk through the San Bernardino and Angeles National Forests, and the ridge trail sometimes runs a zigzag course from the west to the east side of the mountains and back again.  

When I was hiking in that area, I hated when the trail led you to the west. You would cross a ridge and descend into the foul, brown photochemical smog from Los Angeles that butted up against the mountains. Relief only came from crossing the ridge back to the east towards cleaner air.

Photochemical smog over Los Angeles.
From the Sierra Club.

In the seventies, we started to like the idea of clean air and decided we had to do something if we wanted to continue to drive and continue to breathe. Carbon monoxide will kill you, hydrocarbons stink and cause cancer and NOx is an acrid poison which also interacts with moisture in the air to form acid rain. We saw the ugly pollution and the devastating health effects and acid rain caused by untreated vehicle exhaust and decided to regulate the automotive industry and mandate the use of catalytic converters in our vehicles.  

With the development and adoption of three-way catalytic converters, the oxygen sensor and advanced engine control technology, our cars are now optimized to balance performance and fuel efficiency, and are able to convert exhaust carbon monoxide and excess hydrocarbons to carbon dioxide and water, and convert the NOx gases to nitrogen and carbon dioxide. Today, if all goes well in your car (the fuel and air are in a stoichiometric balance), the only gases that come out of your tailpipe are nitrogen, carbon dioxide and water. The history and future prospects of the catalytic converter are interesting and important to know.

Back when I was on the trail, before catalytic converters were on all cars, you knew Los Angeles was polluted because you could see it. Like most major cities, it had an ugly brown haze that hung over everything. As a nation we addressed the visible problem and because of government regulations, catalytic converters are now reliable and effective in reducing dangerous vehicle emissions. And our air is cleaner. And we like it.

We no longer tolerate billowing smoke from cars, coal plants and factories. Smoky coal plants with massive smokestacks have given way to “clean” natural gas plants (like combined cycle power plants). We call them cleaner because all they emit is carbon dioxide and water. The exhaust stacks on gas plants can be shorter and less obtrusive with no noxious smoke – check out St. Paul, MN before and after the conversion to “clean” natural gas. We like how it looks, it makes us happy and we call it progress.  

Coal fired power plant (top) in St. Paul, MN was replaced by a combined cycle natural gas plant (below). Images from Power Magazine.

We think air pollution is better now because our air appears to be cleaner. We cleaned up the air and kept driving. We cleaned up the air because we tuned the tailpipes so all that came out was nitrogen, carbon dioxide and water. We felt good because we could not see the pollution anymore.

But now the existential threat is a gas we cannot see when we make it. Colorless and nontoxic, carbon dioxide from all those combustion sources accumulates in the atmosphere, confounding the global energy balance on the planet we live on, trapping more energy and causing devastating global warming. We can’t see it, and it doesn’t make us cough or our eyes water, but if we don’t act, it will end up killing us all.   

Maybe we would act with the urgency of the sixties and seventies if we could just see carbon dioxide – maybe if instead of being colorless, it was red or brown and we could see it everywhere, we wouldn’t be so complacent.

In Minnesota, you can only see vehicle exhaust emissions in the winter as the water vapor condenses into a cloud. We see plumes on every heated house and from the stacks on the power plants. If that gas did not dissipate invisibly into the air, but rather hung over us as an ugly red cloud, we would act. If only we could see it.

Training ourselves to visualize colorless CO2 pollution requires us to create and embed in our minds a vivid mental image of gas coming out of tailpipes and smokestacks. NASA created a super HD view of global carbon dioxide emissions in 2006. Back then the carbon dioxide concentration averaged 381 ppm with a high average of 385 ppm in May, which NASA assigned a deep maroon color on this arbitrarily chosen color scale.

[As I write this, the concentration of carbon dioxide is 417 ppm].

NASA’s visual of the generation and circulation of carbon dioxide around the globe is scary, hypnotic and compelling:

Seeing carbon dioxide pollution for what it is, even if it is a false color video, allowed me to fix a vision in my mind of carbon dioxide pollution as a red plume coming out of anything that is burning – car exhausts, heating vents on houses, and industrial and powerplant smokestacks.  

Visualizing the sheer amount about of carbon dioxide emitted is also a big challenge. Carbon Visuals is a group “making the invisible visible”, starting with the premise that, all things being equal, a metric ton (a “tonne” or 1000 kg) of carbon dioxide gas would fill a balloon that was 10.07 m or 33’ in diameter.

The balloons look like this:  

One tonne (1000 kg) of carbon dioxide fills a 10.07m (33′) diameter balloon.
From Carbon Visuals.

Imagine driving through New York City and seeing carbon dioxide balloons filling the streets:

At the end of a year the 54.3 million tonnes that New York City emits is a mountain of carbon dioxide balloons. As you can see below, if New York had to actually deal with 54.3 million 33’ balloons clogging the streets, it would take immediate and dramatic steps to reduce their carbon dioxide pollution – the hidden cost of fossil fuel use visualized as a mountain of carbon dioxide gas balloons. 

The mountain of 54.3 million 33′ diameter balloons representing the annual carbon dioxide emissions of New York City. From Carbon Visuals.

Globally, the scale of the emission of carbon dioxide in the atmosphere is so immense that we measure it in gigatonnes or 1 billion tonnes. Last year humans emitted 35 gigatonnes of carbon dioxide or 35 billion balloons. If you live an average life in Minnesota, you personally contributed 15 balloons to that total – using natural gas (75 therms per month), using electricity (750 kWh per month) and driving 10,600 miles at 25 MPG a year all add up to 15 tonnes of carbon dioxide annual emissions per capita. Try and imagine where, at 33′ in diameter, you would store your 15 annual carbon dioxide balloons

We need a way to have a visceral reaction to “seeing” an invisible gas. Maybe it works for you to think of carbon dioxide pollution in terms of blowing up a 33’ balloon. Start seeing carbon dioxide balloons – coming out of the tailpipe of the car in front of you, spewing out and piling up outside of the power plant in downtown St. Paul, and from blowing up on your roof when you heat your house in the winter. See them accumulate in mountains across the landscape.

If you try really hard you might reduce your personal yearly emission from 15 carbon dioxide balloons to maybe 12 (you can explore the impact of your greenhouse gas emissions here). It might make you feel good… like you were contributing. And it is certainly a good thing to increase our awareness and tend to our personal carbon footprint.

But to save ourselves we have to do really big things as a global society to avoid our dismal and dangerous future. We figured out how to dramatically reduce smog and rebuild the ozone layer, through political will, regulation and legislation, through technology and innovation, and most importantly by clearly seeing the problem and knowing we had to act. We will have to do it again and soon.  

#rescuethatfrog

The Frog Levels Up

Dr. Howard Creel addressing the International Electrotechnical Commission Standards Committee, Jamaica Energy Symposium, Jamaica, 2013.

The Frog has been quiet for a while. But big things are afoot.

I’m excited and proud to announce I have a new partner on rescuethatfrog.com. Dr. Howard Creel is a scientist and co-worker. Like me, he is not a climatologist, but he has spent a number of years directing substantial attention to developing a scientific understanding of climate change. I first became aware of Howard in 2006, when he organized a series of technical presentations, called Scary Futures, at the company where we both work. Featuring lectures by globally-recognized scientific experts on subjects such as water resources, food production, global pandemics (yes!), and climate change, the series was an eye-opening exploration of how human civilization is straining Earth’s natural systems and resources on multiple fronts, with potentially scary consequences. It may not surprise you that the 2006 lecture on the potential for a global pandemic, probably originating in Asian bats, seems to have been remarkably prescient.

Like I have, Howard has long made a sort of hobby of informing himself about the science of climate change. Unlike me, Howard has actually spent a good bit of his career working on technology for renewable energy. In the photo above, he is speaking at a renewable energy professional conference. The tie he is wearing is a hand-painted tie made by Dr. Lawrence Kazmerski, Executive Director of Science & Technology at the National Renewable Energy Laboratory, who does a tie thing.

Howard “walks the walk” — his family home has rooftop solar panels that not only provide renewable energy for his family, but give electricity to the grid when the sun is shining on his roof and they’re not using it all. He loves sharing with me and other friends his solar power output graphs on sunny days. Howard also leads a technical club of scientists and engineers at our workplace that gets together to discuss climate change and technology and societal solutions for its manifestations, and educate other people about those topics.

So, as you can see, this represents a substantial level-up for the Frog Blog.

I know Howard will provide what you have come to expect from rescuethatfrog.com: solid, no-B.S., scientifically referenced information about our changing climate. Read more about Howard and what has inspired him on the About us page. And look for his posts. I know he’s already working on a couple you won’t want to miss.

#rescuethatfrog

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A Chorus for Our Earth: An open letter from 11,258 scientists

Image credit: Michael Wilson/CBC. Demonstrators at a climate strike march in Toronto on Sept. 27, 2019.

9 Nov 2019

On Monday, the United States formally submitted to the UN its plans to exit the Paris climate agreement. This was an expected formality; according to UN rules, Monday was the earliest day the plan could be submitted pursuant to President Trump’s June 1, 2017 announcement of our intention to leave the agreement shared by 187 other nations to make their best efforts to limit global warming to no more than 2 degrees Celsius or, better yet, 1.5 degrees Celsius, above pre-industrial temperatures.

U.S. Secretary of State, Mike Pompeo, explained on Monday that the Paris agreement threatens to impose an “unfair economic burden” on the United States, a nation which has enjoyed the economic benefits of being the #1 cumulative carbon dioxide emitter over approximately the past 170 years since the Industrial Revolution.

This statement appeared to expand on President Trump’s declaration of his reaction to his own government’s detailed 2018 climate assessment report, “I don’t believe it.”

Neither Secretary Pompeo nor President Trump has provided any significant evidence, measurements, expert reports, computations, graphs, tables, or numerals to back up their opinions based upon which they are busy making globally consequential decisions on behalf of all Americans.

In other news…

On Tuesday, a group of 11,258 scientists from 153 countries jointly published in the journal, BioScience, an open letter not-so-subtly entitled, “World Scientists’ Warning of a Climate Emergency.” I recommend reading the entire letter, which is just 4 pages long and straightforwardly written.

“Scientists have a moral obligation to clearly warn humanity of any catastrophic threat and to ‘tell it like it is.’ On the basis of this obligation and the graphical indicators presented below, we declare, with more than 11,000 scientist signatories from around the world, clearly and unequivocally that planet Earth is facing a climate emergency.”

-Opening paragraph of the letter

The writers recount a 40-year history of explicit warnings from various groupings of scientists that have occurred since scientists from 50 nations assembled in Geneva at the 1979 First World Climate Conference (see U.S. National Academy of Sciences report published that year).

“Despite 40 years of global climate negotiations, with few exceptions, we have generally conducted business as usual and have largely failed to address this predicament … The climate crisis has arrived and is accelerating faster than most scientists expected … It is more severe than anticipated, threatening natural ecosystems and the fate of humanity … Especially worrisome are potential irreversible climate tipping points and nature’s reinforcing feedbacks … that could lead to a catastrophic ‘hothouse Earth,’ well beyond the control of humans … These climate chain reactions could cause significant disruptions to ecosystems, society, and economies, potentially making large areas of Earth uninhabitable.”

Unlike Mr. Pompeo and Mr. Trump, the scientific authors of this open letter present an abundance of data supporting their arguments. Arguing that simple global surface temperature alone is an inadequate measure of humanity’s progress on the climate (a reasonable argument, since inertia in Earth’s climate system will ensure that the excess CO2 already in the atmosphere will continue to warp Earth’s geologic state for decades and longer), the authors present a suite of 15 graphical “vital signs” measuring various aspects of human activity that affect the climate (Figure 1, reproduced below).

Figure 1 from the open letter. Panels quantitatively showing global changes in 15 measures of human activity since 1979. Sources and details about the data are provided by the authors in this supplemental file.

Similarly, they present 14 graphical panels documenting measured impacts on, or responses of, Earth’s climate system (Figure 2).

Figure 2 from the open letter. Panels quantitatively showing 14 measures of Earth’s climate responses since 1979. Sources and details about the data are provided by the authors in this supplemental file.

Finally, the authors propose 6 “critical and interrelated steps” that humanity must take to avoid the worst consequences of climate change:

Energy – Rapidly reduce CO2 emissions by leaving remaining fossil fuels in the ground and moving to renewable energy sources and improved energy conservation practices as quickly as can safely be done.

Short-lived pollutants – Vigorously reduce emissions of short-lived climate pollutants like methane, black carbon (soot), and hydrofluorocarbons (HFCs), which the authors tie directly (with evidence) to the saving of millions of lives over the upcoming few decades.

Nature – Rapidly reduce ongoing losses in Earth’s biodiversity, including forests, sea grasses, and microorganisms that store large amounts of carbon. Take on reforestation efforts at large scales, which could accomplish a third of emission reductions needed to meet the 2030 Paris agreement targets.

Food – Eating more plants and less meat, particularly ruminant livestock meat (beef), would result in substantial emission reductions while simultaneously freeing up cropland currently used for feeding and grazing livestock to instead grow food for people and plant carbon-sequestering trees.

Economy

“We need a carbon-free economy that explicitly addresses human dependence on the biosphere and policies that guide economic decisions accordingly. Our goals need to shift from GDP growth and the pursuit of affluence toward sustaining ecosystems and improving human well-being by prioritizing basic needs and reducing inequality.”

Population – Strengthen policies like provision of and easy access to family-planning services, improving gender equality, and making primary and secondary education of girls ubiquitous — policies that have proven to lead to stabilization of population while simultaneously improving human rights.

“We are encouraged by a recent surge of concern … Schoolchildren are striking. Ecocide lawsuits are proceeding in the courts. Grassroots citizen movements are demanding change, and many countries, states and provinces, cities, and businesses are responding … The good news is that such transformative change, with social and economic justice for all, promises far greater human well-being than does business as usual. We believe that the prospects will be greatest if decision-makers and all of humanity promptly respond to this warning and declaration of a climate emergency and act to sustain life on planet Earth, our only home.”

I wonder, how shrill will the warnings of scientists need to become, how strongly worded their opening paragraphs, how unambiguous the titles of their studies, how many scientific signatories will their papers require, how voluminous the data and inventive the graphical methods will they they need to employ, just how complete will their consensus need to become? How many schoolchildren will feel compelled to strike from school and how many tears will they need to shed before parliaments and international governing bodies in their efforts to call attention to the science?

How much all of that?

Before we will stop tolerating government representatives who stand in front of bouquets of microphones trolling scientists and making vapid statements about “unfair economic burdens” and “the reality of the global energy mix” while themselves living conspicuously unburdened economic lives and transparently being on the take from the similarly economically unburdened purveyors of the “current energy mix?” Before we will stop entertaining the crackpot ramblings of this or that radio personality or pseudo-scientist on Fox News questioning mainstream climate science, as if he represents an actual dispute among real scientists when real scientists author papers with hundreds or thousands or over 11,000 signatories and while the land-based ice on Greenland is quite obviously melting in great torrents and California burns? Before we will listen instead to the scientists and our own schoolchildren, who are striking because they realize they will own the consequences of the decisions we make right now and the real-world effects of climate change are so glaring as to be easily apprehended by any fourth grader?

How much evidence will be required? Before we will vote out the idiots and the profiteers, and vote in the pragmatists, the scientifically literate, the inspirational and justice-minded leaders ready to set to work on the difficult choices that need to be made and the hard but rewarding work that needs to be done?

How much, before we start to put things right?

#rescuethatfrog

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Solar panel spill releases almost 1000000 lumens of sunlight into environment

Image credit: The Beaverton

I usually try to add content but, heck, this is so good I’m just publishing the link: Read this.

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rescuethatfrog.com has a new look!

I’m excited that rescuethatfrog.com has a new look, courtesy of the graphic arts wizardry of CJ Holton at cjholtondesigns.com!

Learn more about the habits and hopes of the Earth-flag-waving space frog on my new About the frog page.

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“… as late capitalism writhed in its internal decision concerning whether to destroy Earth’s biosphere or change its rules. Many argued for the destruction of the biosphere, as being the lesser of two evils”

Kim Stanley Robinson, 2312

Left: Image credit, Andrew Harnik/AP. Excerpt of President Trump’s speech announcing his intention to withdraw the U.S. from the Paris climate agreement. Right: Image credit, NASA.

Learn more about the scientific evidence for climate change.

Take action.

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Scientists Find Observed Satellite Temperature Data Sets from Three Independent Research Groups Have Less Than a One-in-3.5 Million Chance of Occurring in the Absence of Human-Induced Global Warming

5-sigma
Figure 1 from Santer, et al. (2019). Signal-to-noise ratios used for identifying a model-predicted anthropogenic fingerprint in 40 years of satellite measurements of annual-mean tropospheric temperature. The blue, red, and green lines are signal-to-noise ratios of tropospheric temperature data derived from microwave sounding units on National Oceanic and Atmospheric Administration (NOAA) polar-orbiting satellites since 1979 by three different research groups: Remote Sensing Systems (RSS), the Center for  Satellite Applications and Research (STAR), and the University of Alabama at Huntsville (UAH). The 3σ line represents a temperature 3 standard deviations above the average temperature of early measurements; based on random variation alone, a single measurement greater than 3σ from the average would only occur 3 times in every 1000 measurements. The 5σ line represents a temperature 5 standard deviations above the average of early measurements; based on random variation alone, a single measurement greater than 5σ from the average would occur no more than once in 3.5 million measurements. Two of the data sets had surpassed the 5σ threshold by 2005, and all three data sets had surpassed the 5σ threshold by 2016.

Are you a gambler? How about if I said we can go ahead and continue with “business as usual” — drill, baby, drill; beautiful, clean coal — without any of the feared consequences of rising sea levels, persistent drought, intense weather events, lost biodiversity, human refugee crises, and possible future societal collapsewith a one-in-3.5 million probability of success?

Sound good?

Well, the chances are just a little bit less than that.

On Monday, a group of 11 scientists from the United States, Canada, and Scotland published a paper in the peer reviewed and competitive journal, Nature Climate Change, reviewing key accomplishments in the past 40 years of climate science since 1979.

The first was the 1979 publication of a 22-page report by the National Research Council, known informally as the “Charney Report” after the meteorologist, Jule Charney, who chaired the “ad hoc study group on carbon dioxide and climate” that produced the report attempting to synthesize all available climate research to date, identify gaps in understanding for further study, and make preliminary predictions about the extent and effects of expected global warming. Though many gaps in understanding were identified, the group’s essential prediction has aged quite well, being consistent with both earlier 1956 calculations by the physicist, Gilbert Plass (using some of the world’s first computers), and current predictions (see figure below).

3 articles v2
Basic scientific prediction of global warming over 6 decades:
• “The most recent calculations of the infra-red flux in the region of the 15 micron COband show that the average surface temperature of the earth increases 3.6°C if the COconcentration in the atmosphere is doubled…” (G. Plass, 1956)
• “We estimate the most probable global warming for a doubling of CO2 to be near 3°C with a probable error of ± 1.5°C.” (National Research Council, 1979)
• “The equilibrium climate sensitivity [global average surface warming with doubling of COconcentration relative to pre-industrial] is likely in the range of 1.5°C to 4.5°C, extremely unlikely less than 1°C, and very unlikely greater than 6°C.” (IPCC, 2014)
The claim often made or implied in popular discourse, that scientists have “changed their story” on climate change (e.g.which is it, climate change or global warming?…), is belied by the decades-long consistency of the above basic prediction, initially made simply based on a physical understanding of the absorption of infrared radiation by COgas.

The second accomplishment reviewed in the article was the 1979 publication of a landmark paper by Klauss Hasselmann entitled, “On the signal-to-noise problem in atmospheric response studies.” Ideas in this paper led scientists afterward to test the “fingerprints” of various hypotheses about the external causes of observed climate change signals versus random noise in the climate system. From these initial ideas sprung an entire discipline of climate science that has resulted in the testing of numerous proposed hypotheses of external climate influence vs. random variations in observed climate data.

The third accomplishment reviewed was the implementation, since 1979, of microwave sounding units on NOAA polar-orbiting satellites which measure microwave emissions from oxygen molecules in earth’s atmosphere that are proportional to temperature. The results over decades from three independent research groups, analyzing this data, are shown at the top of this post.

In the new paper, the authors note the confluence of these 3 events 40 years ago. The Charney report of 1979 analysed the best available scientific data to date and made a bold prediction about future global warming on a “business as usual trajectory,” admitting significant uncertainties. The Hasselmann paper of 1979 suggested an approach of comparing various hypotheses and their expected resulting temperature changes with those due to random noise in the climate system. The activation in 1979 of satellite systems capable of measuring atmospheric temperature provided this framework with data.

As of Monday, this work has come to fruition in a compelling way. Using methods derived from Hasselmann’s, scientists analyze the satellite temperature data, showing that random climate noise alone would generate a single measurement of the past 3 annual measurements, from 3 independent research groups, at most one out of every 3.5 million times. This is a level of certainty known in science as a 5σ threshold. Unless you’re a big time gambler, this is a pretty sure thing.

For example, the 2012 observation of data surpassing the 5σ threshold at the Large Hadron Collider, a 17-mile long particle-smashing tunnel surrounded by 9,000 superconducting magnets, built at an expense by over $10 billion and operated by thousands of scientists from dozens of nations, convinced all the world’s physicists of the existence of the mathematically predicted Higgs Boson, a rarely produced but real particle that explains how things have mass. Once data surpassing the 5σ threshold was observed, virtually all physicists believed in the existence of the Higgs Boson and its attendant theory of mass; there were no deniers. The data was just too compelling.

And, as I’ve posted on before, explanations other than anthropogenic global warming fail to fit the climate data at all well. The only explanation that does fit the data, which we now know would occur randomly less than once in 3.5 million times, is this — we burn fossil fuels, which introduces ancient carbon dioxide back into the atmosphere, which increases the atmosphere’s retention of reflected infrared radiation from the sun.

The prediction has remained consistent for over 6 decades, even as the evidence supporting it has piled up to the point of statistical certitude. The reason for the success of the early prediction, based only on math, a knowledge of carbon dioxide’s infrared absorption, and the world’s first computers, lies in the fact that carbon dioxide, practically alone, drives the climate change we have experienced since the Industrial Revolution.

“We know, beyond a shadow of a doubt, that human activities have changed the composition of Earth’s atmosphere. And we know that these human‐caused changes in the levels of greenhouse gases make it easier for the atmosphere to trap heat. This is not rocket science. It is simple, basic physics.”

Dr. Benjamin D. Santer, atmospheric scientist, Lawrence Livermore National Laboratory, in a testimony to the U.S. Congress, May 20, 2010

“An anthropogenic fingerprint of tropospheric warming is identifiable with high statistical confidence in all currently available satellite datasets … In two out of three datasets, fingerprint detection at a 5σ threshold — the gold standard for discoveries in particle physics — occurs no later than 2005, only 27 years after the 1979 start of the satellite measurements. Humanity cannot afford to ignore such clear signals.”

Benjamin D. Santer, Celine J. W. Bonfils, Qiang Fu, John C. Fyfe, Gabriele C. Hegerl, Carl Mears, Jeffrey F. Painter, Stephen Po-Chedley, Frank J. Wentz, Mark D. Zelinka & Cheng-Zhi Zhou, authors of the paper

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R.I.P. President George H. W. Bush…

…American Naval hero; pragmatic, centrist, moral President. Champion of the Global Change Research Act of 1990, which resulted in the world’s greatest national investment in climate research. Originator of the thousand points of light, an idea that should continue to inspire us today.

GHWB
Image credit: Izquotes.com

“It’s not data driven.”

“We think that this is the most extreme version and it’s not based on facts … It’s not data driven. We’d like to see something that is more data driven. It’s based on modeling, which is extremely hard to do when you’re talking about the climate.”
White House press secretary, Sarah Huckabee Sanders, speaking at a White House press briefing Tuesday about the Trump Administration’s assessment of the Trump Administration’s recently released climate report

Wow! If that’s true, it’s no wonder President Trump doesn’t “believe it!”

Well, gee, let’s just have a look at that over the next few days, shall we? After all, the report is publicly available:


11/28/2018

Claim: Global climate is changing rapidly compared to the pace of natural variations in climate that have occurred throughout Earth’s history. Global average temperature has increased by about 1.8°F from 1901 to 2016, and observational evidence does not support any credible natural explanations for this amount of warming; instead, the evidence consistently points to human activities, especially emissions of greenhouse or heat-trapping gases, as the dominant cause.
Volume II, Chapter 2: Our Changing Climate, Key Message 1

Data: Oh, look, here’s some! It’s right at the beginning of Chapter 2!

figure2_1
Volume II, Figure 2.1: Human and Natural Influences on Global Temperature

The black line in the graphs is made up of the average values of the global temperature measurements from thermometers scattered around the globe. Numbers from measurements are what we refer to in science jargon as “data.” (I’ve discussed the origins and measurement methods of that data in detail here.) Looks like the temperature has been going up since 1880, when we started really systematically burning fossil fuels.

In the top graph (a), the yellow line is a model of what scientists calculate the temperature would have been accounting only for natural processes that might change it. Volcano eruptions, tiny changes in solar energy output and Earth’s orbit. Lots of data — measured aerosol particle counts from volcanic eruptions that have occurred, and so on — go into the calculation of the yellow line, which is done with a model (that model, itself, is informed by laboratory measurements of radiation scattering by aerosol particles, etc.) There’s a pretty big difference between the black line and the yellow line in recent years — looks like natural causes can’t explain our temperature data.

The middle graph (b) considers the modeled temperature effects of all the human activities that might influence global  temperature. Again, lots of data (more below) goes into these calculations. The red line is the modeled expected temperature based on all the anthropogenic (human-induced) effects and neglecting all natural causes. Not perfect, but it fits the black measurement data from our thermometers much better then the yellow line in (a).

The bottom graph (c) considers all the natural and human-induced effects to make the orange calculated line. The orange line pretty much sits right on top of the black measurements.

Sarah: “modeling … is extremely hard to do when you’re talking about the climate.”

Well, she’s right. The model isn’t perfect, and that’s why there’s an orangey cloud around the orange line in (c). The cloud represents a scientific assessment of the uncertainty in the model.

The graph above is a summary of tons of data, much of which is laid out in some detail in Volume I of the administration’s climate report, released in 2017. For example:

figure2_4-1200
Volume I, Figure 2.4: Atmospheric concentrations of greenhouse gases over the past 800,000 years. Red, green, and purple symbols are measurements (data) from different ice cores. Red symbols are direct atmospheric measurements (data).

All in all, the data points to these as the key drivers of the measured increase in global temperature since the Industrial Revolution:

figure2_3
Volume I, Figure 2.3

Looks like the data says,

  • the global temperature has been going up since the Industrial Revolution and not really before that; and
  • it’s explainable mainly by emissions of greenhouse gases, and not at all explainable without accounting for greenhouse gases …
  • with perhaps a teeny, weeny little bit of help from a natural increase in solar irradiance.

In fact, the claim at the top appears to be nothing if not “data driven!”

Sarah seems to doubt the veracity of the model — the orange line and uncertainty cloud in graph (c) — for making forecasts about the future. I mean, it’s not perfect. Maybe Sarah doesn’t like the way the black line squiggles down while the orange line squiggles up around the year 1910. Point taken.

But, assuming the quality of life of my children and grandchildren, and the future survival of human civilization on Earth, might well depend on decisions we make right now, the question is, is the orange model good enough to make those decisions?

Sarah “would like to see something that is more data driven.” Well, we could wait and go on with business as usual, as Sarah seems to suggest, until we just make more temperature measurements clear out to the year 2100 and beyond. Then, we would have all the data. Our conclusions about fossil fuel combustion and the climate would be precisely and perfectly “data driven!” No models required! Great idea!

(Oh, except by then we might be on an irreversible path to civilization collapse and human extinction. Oops.)

We’ll search the report for more data (assuming it’s in there) in the coming days…

#rescuethatfrog

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