Guest Post by Willis Eschenbach Much of the current angst at the UN regarding climate has to do with the idea of “climate reparations”. These are an imaginary debt supposedly owed by the major CO2 emitting nations to the countries of the developing world. As the story goes, we in the industrialized world have been “polluting” the atmosphere with the well-known plant food CO2, and despite the lack of any evidence of any damage caused, we’re supposed to pony up and pay the developing countries megabucks to ease their pain. 
In that regard, I’ve spent the morning laughing at the results I’ve gotten from the Japanese IBUKI satellite CO2 data. It shows the net CO2 flow (emission less sequestration) on a 1°x1° grid for the planet. Their website describes the project thusly:
The Greenhouse gases Observing SATellite “IBUKI” (GOSAT), developed jointly by the Ministry of the Environment Japan, the National Institute for Environmental Studies, and the Japan Aerospace Exploration Agency (hereinafter the Three Parties), is the world’s first satellite designed specifically for monitoring atmospheric carbon dioxide (CO2) and methane (CH4) from space.
The satellite has been in operation since its launch on January 23, 2009. The Three Parties will now publicly distribute the data of global CO2 fluxes on a monthly and regional basis for the one-year period between June 2009 and May 2010. These flux values were estimated from ground-based CO2 monitoring data and improved GOSAT-based CO2 concentration data.
It has been confirmed that uncertainties in CO2 flux estimates can be reduced by the addition of GOSAT data to the ground-based observations. This is the first concrete demonstration of the utility of satellite-based concentration data in the estimation of global CO2 fluxes.
It is expected that this progress in the field of global carbon cycle research will lead to more reliable climate change prediction and to the development of effective environmental policies for mitigating global warming in the future.
So why was I laughing? Well, let me unfold the story. First, here is the map showing the net emissions for 2010, the only full calendar year of data in the dataset:
Figure 1. Net emissions by gridcell, IBUKI satellite CO2 data. Click to embiggen.
Now, there are some interesting things about this map.
First, it appears to be pretty accurate. For example, if you look at the lower right part of Australia, you can see the two big cities of Sydney and Melbourne as red dots in the sea of blue.
Next, you can see that while the central Pacific is a net emitter of CO2 (yellow band from above Australia to South America), the intertropical convergence zone immediately north of that is a net absorber. I speculate that this is because of the large amount of rainfall in the area. Atmospheric CO2 dissolves in rain, which is why all rain is very slightly acid. This absorbs more CO2 than in the drier area to the south.
In addition you can see that the tropics emits about twice as much as the temperate zones per square metre … not what I expected.
Next, by and large where there are lots of humans there is a lot of CO2 emitted. Yes, there are also some areas where CO2 is being emitted without much human habitation … but generally, humans = CO2.
So … I figured I’d take the data and divide it up by country, to see how much CO2 each country either emits or absorbs. The answers were pretty surprising … Figure 2 shows the top 20 biggest net emitters of CO2.
Figure 2. Net emissions by country.
That’s where I started laughing … I can just see France demanding climate reparations from India, or the UK demanding reparations from the “Democratic” Republic of the Congo … It gets better. Figure 3 shows the top twenty sequestering nations …
Figure 3. Net sequestration by country.
Funnier and funnier … Sweden and Norway get to demand reparations from Russia, Finland can send a bill to the USA, while Australia can dun China for eco-megabucks.
Now … how can we understand some of these results? I will speculate, as I have no direct data … although it is claimed to be in the IBUKI datasets, I haven’t got there yet.
First, there are two big missing items in the previous standard CO2 accounting, sequestration and biomass burning. In most of the poor countries of the world, they are so ecologically conscious that they mainly use renewable energy for cooking and heating. And despite being all eco-sensitive and all these uncounted millions of open fires burning wood, twigs, and trash add up to a lot of CO2. Plus a bunch of pollution making up the “brown haze” over Asia, but that’s another question …
In addition, both India and China have huge permanent underground wildfires in their coal seams, spewing CO2 (plus really ugly pollution) 24/7. The other wild card is sequestration. In Australia, I speculate that it is due to the huge amount of exposed rock and sand. The mild acids in the rain and the dew dissolves the rocks and sand, sequestering the CO2.
In Canada, Norway, Sweden and Finland, I’ve got to assume that it has something to do with being far north and having lots of forests … but there are still lots of unanswered questions.
Anyhow, that was my fun for the morning … someone should write all of this up for the journals, I suppose, but I always feel like I have to give myself a lobotomy to write standard scientific prose.
Anyone want to go co-authors with me and handle the writing and the submission?
And my congratulations to my Argentinian, Brazilian, and Australian friends for winning the carbon lottery, they can demand climate reparations from every other country on the planet.
My best to everyone,
w.
BONUS GRAPHICS: Someone requested white color at the zero level:
And here are the breakdowns by region …
THE USUAL REQUEST: If you think that someone is wrong about something, please QUOTE THEIR EXACT WORDS. I SHOUT BECAUSE THIS IS IMPORTANT. QUOTE THEIR WORDS so that we can all understand exactly what you are objecting to. If you object to a long comment and all you link to is the comment, that’s not useful. We need to know exactly what you think is incorrect, the exact words that you find to be in error.
CODE: It’s ugly, but it’s here. It’s an 18 Mb zip file including code, functions, data (NCDF files), and product sheet. I think all parts are there, ask if you have questions.
SPREADSHEET DATA: I’ve collated the country-level data into a CSV file here.
DATA: It took a while to find it, because it’s at another website. You have to register first. Afterwards, log in, click on “Product Search and Order”, and select L4A global CO2 flux.
PRODUCT SHEET: The details of the various CO2 products are here, from the same website, not sure if you have to log in first. It’s also in my zipped file above.


Willis you and readers need to look again? or for the first time? at Salby’s lecture in Germany where he shows the SCIAMACHY satellite data. It shows that the highest concentrations of CO2 occurs in the tropical regions of Africa and South-east Asia not in the industrialized areas. The graph comes up about 2/3 of the way thru the lecture. Hence the dominant emissions is not human but natural according to him. Your analysis I fear is somewhat flawed.
Also coming back to Australia as I indicated the east coast of Oz in New South Wales and Victoria (the blue bits) is trees/forest but there is also thick tropical forest in Queensland above the blue strip along the Oz coast. So why is it not showing blue?. Because the dead organic matter is probably much higher in the tropics is giving off more CO2 counteracting the sequestration there in comparison to the higher sequestration evident in the more southern area.
Dr Burns says (July 5, 2014 at 9:24 pm) “I don’t think [it is accurate]. Sydney is more than a dot now. Compare Darwin to the East coast of Australia.“.
It looks pretty reasonable to me. The high-population-density Sydney basin is about 80km across (a mere dot on the map), whereas there are always masses of fires burning in the Kimberley and the NT around Darwin. (Steve from Wingham “scrub fires?” – Yes.)
Perhaps the La Nina of 2010 and associated rainfall across easter Australia caused the blue ?
I applaud the data; this is something that give fundamentally new knowledge.
However, before one can start any meaningful talk of compensations between nations one has to separate out the manmade emissions from the natural ones. This data show the sum of both natural and manmade emissions.
Since CO2, like all gases dissolves more in cold water than in warm it is not surprising that the cold regions have more natural carbon sequestering than warm ones. CO2 dissolves for instance more in cold northern rain than in hot tropical rain.
Even if there was no human emissions at all, the tropics would probably be a net emitter and the Polar Regions a net sequester.
/Jan
Willis, thanks. missed the Fig legend NH v.SH.
Willis Eschenbach says:
July 5, 2014 at 6:27 pm
Thanks, Charles, fixed. Also, the dang WordPress ate all my carriage returns … fixed also.
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probably because they’re Mac flavoured. Whenever I download any of your files I have to run them through dos2unix to get a readable file. You may want to do the same before pasting your text into WP, There’s a switch ( -m from memory) to convert Mac files.
Interesting graph of central Africa. I can tell you one thing for sure, most people in Ethiopia and Kenya have no idea and simply are stuggling enough to eat more than once per day to care about CO2 emissions. Many people still use dung and charcoal for fuel for heating and cooking.
I think those who feel CO2 is a problem should spend a month or two in ANY African country to get a grasp on how well off we are in the developed world.
Interesting too, as you note, that even though Australia has one of the most expensive “proice ohn cahbohn” the two largest Cities, Sydney and Melbourne, are surrounded by large sinks that dwarf emissions. How inconvenient!
The projection is not very helpful for seeing Europe. Can the data be also presented with the Greenwich meridian in the middle?
The main thing that looks odd in all this the Arctic which is major sink is not showing up at all.
Does this satellite have polar coverage or are they doing some kind of extrapolation and krigging frigging to fill it in? No satellites have full polar coverage yet it looks like there are no blank regions at all.
Looks like they’re making things up. Is this documented?
Even if there was no human emissions at all, the tropics would probably be a net emitter and the Polar Regions a net sequester.
/Jan
Which is a major worry with this dataset I think they method ( note that is method , not methodology ) needs close scrutiny. Trouble is the Japanese are even more inscrutable than Europeans with their data.
Willis Eschenbach:
Thankyou for this article which provides another reason why climate reparations are illogical. I agree – indeed, applaud – much of what you say, but write to provide a nit-pick.
You assert
I caution against confirmation bias: the easiest person to fool is always oneself.
If those Australian “red dots” are because of concentrated human habitation then why is Sub-Saharan Africa a red region? You suggest it is probably because the human population of Sub-Saharan Africa is burning wood and dung for fuel: you write
I can argue that your suggestion is extremely improbable for a variety of reasons, but there is no data that would show which – if either – of us is right.
Simply, your essay implies the major imbalance between CO2 emission and CO2 sequestration is the existence of the human emission. However, that is not true. The natural emission varies with the time of year (this is the Mauna Loa variation) and the variation demonstrates that the natural imbalance is more than an order of magnitude more than the anthropogenic (i.e. from human activity) CO2 emission.
Importantly, you say you analysed
One can only analyse the data one has, but a single year is not typical and 2010 certainly had its net emission from nature because of the ENSO phase in that year.
During the past week a new satellite has been launched to provide additional data on atmospheric CO2 concentrations. Hopefully it will add to our knowledge so we can obtain data which demonstrates if the major cause(s) of the recent (and continuing) rise in atmospheric CO2 concentration are natural or anthropogenic. At present analysis is hindered by confirmation biases of those who champion a natural or an anthropogenic cause.
I write to congratulate you for your estimates of national net emission totals for year 2010, to caution about your calculated values as they apply to all years, and to caution about confirmation bias with respect to attribution of sources and sinks of CO2.
Richard
RACook says: “. I cannot justify any reason for Antarctica to be a light green color.
The 14 Mkm^2 continental land areas and 3.5 Mkm^2 shelf ice are permanently ice-covered with very, very little precipitation. Ice will absorb little CO2 from the air compared to forests and tundra, but emit little either compared to deserts or burning fuels.”
Yes, more evidence that they are totally fabricating the polar regions. (and how much else ?!)
BTW there is no such unit as Mkm^2 , you cannot compound prefixes like that, it’s not in the standards and it’s ambiguous. An engineer should know better: 10^6 km^2 or million km^2 please. megakilometres^2 , no go.
” humans = CO2″
Not so fast.
It’s a bit cryptic, especially in the google translation, but it appears the data product is not pure satellite data. There could be a bias introduced by the placement of ground based senors, probably near urban centers, and the way they are blended in. If the test for “the uncertainty… is reduced” is, “how well do results agree with what we expect?” then the whole thing may be a circular exercise.
Chiefio did a similar piece in 2011, my question is: why haven’t the media picked it up and plastered it all over since then?
http://chiefio.wordpress.com/2011/10/31/japanese-satellites-say-3rd-world-owes-co2-reparations-to-the-west/
Joel O’Bryan says:
July 5, 2014 at 10:29 pm
Question? Is there a Keeling plot of CO2 for Antarctica?
Yes, you can find it at:
http://www.esrl.noaa.gov/gmd/dv/iadv/
The data for many ground, ships and flight measurements can be plotted there.
The South Pole data are available as flaks samples and continuous measurements. The trend is similar to the Mauna Loa data, but with a lag and with less seasonal variability, which is a lot smaller in the SH than in the NH. The lag shows that the main source of extra CO2 is in the NH and the seasonal variation is dominated by the extra-tropical forests in the NH, as can be deduced from the opposite δ13C variation over the seasons.
A Great Post, Willis, thanks a lot.
I wonder if any political figure anywhere will see this output from the Ibuku satellite and notice the implications of it…..No that’s very unlikely, I guess.
CO2 measured at Alert, Canada (82N) shows a very large annual swing that looks a lot like the variation in ice coverage, with a sharp trough in mid September.
http://climategrog.wordpress.com/?attachment_id=970
Surprisingly this is very close in form and magnitude to data from the Black Forest area of Germany.
http://climategrog.wordpress.com/?attachment_id=985
This cold water region with huge abduction of cold saline water continually sinking should be a major CO2 sink. I think this data is highly questionable.
Why has it taken them 5 years to get around to releasing just one year of data? Do the other years contradict what they’ve released.
Don’t forget that until it’s been reproduced independently it is not validated.
I’m very suspicious of this data and what they’ve done with it.
So Australia is emitting even less CO2 than Antarctica? Not a lot of industry there (i.e. none).
Willis, you should definitely write this up in a more formal manner- it might just render the current expressions of ‘Western’, CO2 producers guilt, rather mute.. This is assumption rattling stuff.
Dear Willis,
Thanks a lot for this analysis… That gives a nice overview of the main fluxes but…
Some caution about the data: As far as I remember, the direct measurements are accurate to +/- 5 ppmv and they measure CO2 concentrations, not fluxes. From the concentrations they calculate fluxes, but without ground flux measurements – as measured by the “carbon tracker” program (see http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2141884/ ) the flux calculation is rather questionable.
One of the main problems is the combination of wind, upwelling and temperature in the tropics. The main upwelling of CO2-rich deep ocean waters in in the tropical Pacific near the Chilean coast. With the trade winds, that blows mostly over the Pacific Ocean. With an El Niño, that blows over land, including an extra release from land due to higher temperature and drought. So one year is not another year…
About one third of human CO2 emissions – as quantity – is absorbed near the poles, but that doesn’t show up in the satellite fluxes. Compare the ocean plot from the satellite with the ocean plot of ships measurements over the oceans compiled by Feely e.a.:
http://www.pmel.noaa.gov/pubs/outstand/feel2331/mean.shtml
Thus until more accurate data are available, I wouldn’t wait for our CO2 compensation paycheck…
Ferdi says: “The lag shows that the main source of extra CO2 is in the NH and the seasonal variation is dominated by the extra-tropical forests in the NH…”
Thle lag could be due to the inverted seasons, you seem to be jumping to conclusions there. Equally the reduced amplitude could be because of the larger area of water acting as a sink and reducing the variation.
Yesterday you said the variation at Schauinsland was greater than at Alert. That is incorrect. They are virtually identical.
http://climategrog.wordpress.com/?attachment_id=985
Willis Eschenbach says:
July 5, 2014 at 6:27 pm
Thanks, Charles, fixed. Also, the dang WordPress ate all my carriage returns … fixed also.
w.
That’s done it, W. You’ve given Trenberth another excuse for the heat. WordPress ate it.
Here is the daily data from MLO with a fitted model
http://climategrog.wordpress.com/?attachment_id=721
compare to the Arctic and Black Forest
http://climategrog.wordpress.com/?attachment_id=985
Willis,
As an additional note: indeed CO2 is absorbed by rain, but the quantities are minimal. Because fresh water is becoming acidic, the solubility of CO2 in rainwater is reduced to 1.3 mg/l (/kg) at 0.0004 bar atmospheric CO2 pressure. That means that 1 mm rainfall is good for less than 1 ppmv change in 1 m3 of air near ground (the first meter above 1 m2 of ocean or soil) if all CO2 is set free…
Of course, much depends of the quantities of rain and air circulation involved, but as the latter circulates between dry and wet areas, the differences may be minimized faster than rain can make a difference…
Thanks Willis, interesting post.
Unfortunately for the alarmists it has now been established that it is impossible to differentiate between volcanogenic and FF produced CO2 because they are isotopically identical.
By the time net benefits for higher agricultural yields are calculated in, China and India actually owe us money.
http://www.pmel.noaa.gov/pubs/outstand/feel2331/images/fig06.jpg
Thanks Ferdi, that looks more credible. Also not the strongest upwelling source ( though probably not the biggest in overall volume ) is the tropical Indian Ocean.
This was also demonstrated by one of the Scipps “cuise” missions.
http://climategrog.wordpress.com/?attachment_id=715