Indoor CO2 may reach levels harmful to cognition by the end of this century
agupubs.onlinelibrary.wiley.com
agupubs.onlinelibrary.wiley.com
> in steady state, indoor CO2 concentration is always at least as high as the outdoor concentration (as neither generation nor ventilation rate can be negative) and simply scales with the ratio of generation to ventilation. For reasonable values of G and Q for elementary school students (0.004 L/s per student) and classrooms (10 L/s per student), respectively, a ratio G/Q equates to 400 ppm (Persily, 2018; Persily & de Jonge, 2017). Under such assumptions, then, an outdoor CO2 concentration of 477 ppm (411 ppm as in 2019, plus a 66‐ppm urban enhancement) would equate to 877 ppm inside the classroom upon reaching equilibrium.
The equation and explanation can be found about 60% of the way down.
https://www.popularmechanics.com/home/interior-projects/how-...
Better ventilation is something we can do right now, that will improve things immediately and 100 years from now.
Maybe the best thing would be the mandatory installation of powerful ventilation systems with heat exchangers for new buildings, and incentives to upgrade existing installations. That would help with both problems: getting more fresh air and limiting energy expenditures which can, in turn, reduce CO2 emissions.
In my country that's already been a thing for the last few years. The HRV system is around €1000, so it isn't a major cost for the benefits you get. From this year all newly installed units need to be 90% efficient.
Also "powerful" is probably not needed, the system I have at the lowest speed changes the air in my entire apartment every 3 hours, and is basically the same noise level as a barely audible computer fan.
At my high school, our one building, with tall ceilings, large cafeteria and so forth, housed around 1300 people every day. Some are smaller, some much bigger.
Moving all of that air at least once a day would require powerful exchangers indeed. If nothing else, it would probably be cheaper and better for students to have plants everywhere. One of my teachers' classrooms was like a tiny jungle. I can't say that it made a significant difference, but it was pleasant at least.
I see a future indoor co2 sequestration device being incredibly popular
If you're happy for it to have rechargeable cartridges, you could easily build one with a once/week cartridge change. The cartridge needs to be ~the same weight as all the food eaten by all the people in the building.
The material the cartridge is made from is dirt cheap (literally limestone!), and recharging is a simple matter of heating it up.
With a pipe to the outdoors and some vents on a servo, the machine could even auto-refresh its cartridge every day, making it almost maintenance free.
This is a little different from what I'd been thinking before your message, which would be more of a fluidized bed reactor -- like quicklime swirling around in air in a garbage can. I think that's closer to how some powerplants treat exhaust.
I've read that there are microscopic changes to the quicklime particles after a couple absorbtion/heating cycles (their pores fill up or something), after which you need to do something to further refresh it, maybe by dissolving it and precipitating it back out of solution.
This led me to considering whether aqueous chemistry might be better.
The simplest would be to react air with calcium hydroxide (would you use a bubbler? Or a packed counterflow tower? Or a spray tower?) and collect the calcium carbonate that precipitates out.
But, based on my shaky chemistry, I understand solubility of calcium hydroxide is low, so you do better with a two-stage process like the Kraft Process:
1. Absorb CO2 in contactor:
2NaOH + CO2 -> Na2CO3 + H2O
2. Regenerate solution in causticizer:
- CaO + H2O -> Ca(OH)2
- Na2CO3 + Ca(OH)2 -> 2 NaOH + CaCO3
3. Decompose calcium carbonate:
CaCO3 -> CaO + CO2
The concentrated NaOH solution would be very caustic, so you'd have to be careful with that, but apart from that none of this seems too terribly scary?
Some parts of the above are endothermic, others exothermic, so maybe this could even let you shift energy from the summer (solar furnace?) to the winter when you need it, as part of the deal.
Or maybe this is all too complicated and you should just use a canister of soda lime granules, like an anesthesia machine? ( https://en.m.wikipedia.org/wiki/Soda_lime )
I'd be interested to hear more from people whose chemistry is better than mine.
First, some enthalpies of formation (at 298 K and 1 atm, in kJ/mol) (from [1] unless otherwise indicated):
H2O(l) -285.8
CO2(g) -393.509
CO2(aq) -419.26
NaOH(g) -425.93
NaOH(aq) -469.15
Na2CO3(s) -1130.77
Na2CO3(l) -1108.51 (from [2])
Na2CO3(aq) -1157.34 (from [3])
CaO(s) -635.09
CaCO3(s) -1206.9
Ca(OH)2(s) -986.09
Ca(OH)2(aq) -1002.82
The reactions:1. 2NaOH(aq) + CO2(g) -> Na2CO3(aq) + H2O(l) ... -111.33 kJ/mol (exothermic)
Here I assume that the gas has to dissolve as part of the reaction so use CO2(g) instead of CO2(aq) on the left hand side. I get an enthalpy delta of -111.33 kJ/mol. This differs from some homework answers I find online like [4] because I use NaOH(aq) while they use NaOH(s), etc; I hope I'm right for this application.
2a. CaO(s) + H2O(l) -> Ca(OH)2(aq) .... -81.93 kJ/mol (exothermic)
2b. Na2CO3(aq) + Ca(OH)2(aq) -> 2 NaOH(aq) + CaCO3(s) .... 14.96 kJ/mol (endothermic)
3. CaCO3(s) -> CaO(s) + CO2(g) ... 178.30 kJ/mol (endothermic)
Energy issues:
The easy thing would be to run at least (2b) (causticization) concurrently with (1) so you're always precipitating out CaCO3 and don't accumulate any Na2CO3 solution. It would also be easiest to combine (2a) with (2b) in a single causticization chamber. And it'd be simplest to skip (3) entirely, just treat CaO as a consumable, and be happy that you've sequestered carbon as CaCO3.
However, in a temperate climate, you can imagine doing the following to shift energy around the year (how realistic this is I don't know):
- Only run (2a) during the winter, to heat your home; you'd accumulate Ca(OH)2 solution to be used during the summer in (2b).
- Only run (2b) during the summer, to cool your home. During the winter you'd accumulate Na2CO3 solution from (1), which you'd need to store.
- If you're doing (3), do it during the summer, when a solar furnace can be operated. This gives you a reagent that you'll use in (2a) during the winter.
- You'd want to run (1) all year round, to scrub the CO2.
The main inefficiency this is trying to make useful is that you need to go down in energy with (2a) and back up in (3). And down in energy with (1) and back up in (2b).
I'll next need to understand the soda lime method to compare.
[1] https://en.wikipedia.org/wiki/Standard_enthalpy_of_formation [2] https://webbook.nist.gov/cgi/cbook.cgi?ID=C497198&Mask=2 [3] http://chemistry-reference.com/reaction.asp?rxnnum=454 [4] https://answers.yahoo.com/question/index?qid=20131119075117A...
Basically I’m asking whether there’s a Maxwell’s Daemon-like device for separating the CO2 from the air, and venting the CO2 back outside, while bringing in the rest of the air. Like a CO2 scrubber, but without any need for CO2 sequestration, since you exist inside an open system instead of in a space station/bunker/submarine.
On industrial scales, CO2 is commonly removed with reusable scrubber chemicals, referred to as a group as amines. The amine acts as a CO2 solvent, removing the CO2 from the bulk gas. The 'rich' amine is then cycled to a separate location in the process where it is heated up, causing the CO2 to bubble out of solution, regenerating the amine for reuse, etc.
I don't see any reason in principal why this can't be miniaturized, but it would be a challenging engineering problem.
IIRC, there’s some point in running an indoor grow-ops where you start needing to worry about spraying CO2-enriched air on the plants; but that’s just to accelerate growth, like a fertilizer. Or, sometimes, it’s because OPSEC requires you to not vent your smelly waste air — and because no human or animal lives in the grow-op house to convert O2 to CO2, the air becomes gradually CO2-poor. But that wouldn’t happen if even one human lived there; humans convert metabolize a lot faster than plants do.
Sounds like aquariums sometimes use CO2 scrubbers, so regenerative CO2 scrubbers might be commercially available for that market: https://www.youtube.com/watch?v=5_GM5ZBzvdk
AFAIK those still need consumables. NASA says there are ways to reduce the amount of consumables, but not eliminate them [1]:
In the current [...] configuration, carbon dioxide is removed from the cabin and discharged overboard. The gases lost during venting must be replaced, and thus represent a consumable. By comparison, a closed-loop CDRA system could selectively remove carbon dioxide from the cabin air supply, and the concentrated CO, would be routed to a carbon dioxide reduction system, where the oxygen would be recovered, thereby reducing the consumables.
For home use a mid-range unit is sufficiently accurate, precise, and reliable. I use the Extech CO200 personally. Don’t but a cheap unit because those have calibration drift after a few months. And recalibration is not trivial.
https://www.adafruit.com/product/3566
What I was not able quickly to figure out is:
- What this eCO2 actually is?
- What is the real world accuracy I can expect from this kind of sensor, with and without calibration?
- is it enough for calibration just to go outside and assume some number between 400 and 500 (assuming outside means not just next to industrial chimney)? If not, what would be better calibration process?
During the smoke event, they combined with my indoor/outdoor pm2.5 sensors have been extremely useful.
The protocol is compatible though.
Also note they come in up-to-3000ppm and up-to-5000ppm variants. Be sure to get the latter.
In case it helps anyone: a very fast way to get it working and get graphs is to connect it to a Raspberry Pi running HomeAssistant. Takes a few clicks and 3 lines of config.
https://ec.europa.eu/eurostat/statistics-explained/index.php...
Re your other questions; yeah I gather there is some experimentation involved, even with out of the box commercial products.
If others have suggestions on chips or products to buy for the household, I would greatly appreciate it! The MH-Z19 looks like an option for me. Commercial products seem too unreliable for the price.
It's an estimated reading of CO2, so it's not a direct reading, the sensor has to do some math to estimate the CO2
It's not very precise and/or dependent on temperature, etc
You can actually see when the device acquires a reading, because the tube flashes.
1000 ppm is an absolute limit, the vast majority of the population will experience measurable effects above this threshold. And it’s surprising how often that’s exceeded in normal everyday environments.
I've also found that when all windows are closed, an air purifier seems to help (or a fan, lowest level is fine). Obviously it doesn't remove the CO2, but it seems to prevent buildup in the one corner where you are (bed, desk). I'm sceptical it's a problem but the data shows it is.
One thing is that air diffuses out fairly effectively even with the door closed, presumably through gaps in the door frame. Quick calculation (welcome any corrections, numbers pulled from quick online searches):
Resting breathing rate is ~6 liters/minute.
Sleep ~8 hours = ~500 minutes = 3000 liters exhaled.
CO2 exhaled is 5% concentration, so 150 liters of CO2
Room = 30 m^3 = 30000 liters
Expected additional CO2 concentration in morning in perfectly sealed room = 150 / 30000 = 0.5% = 5000ppm
Actual additional CO2 = 700ppm (1100 reading - baseline 400ppm)
First, if you start from 600pm instead of 300, you reach 1000 ppm faster. Adding to the insult, it is much more difficult to ventilate the excess CO2 away, if the air you use to ventilate contains in itself already 600ppm instead of 300ppm.
More ventilation cannot push the levels below the levels of outdoor air, but it can get them close.
Their argument that assuming today's already inadequate ventilation systems don't change, more outdoor CO2 = more indoor CO2, pushing it above some arbitrary threshold (which is far above predicted outdoor CO2 levels).
Transportation could push that total to 50% if all ICE cars were converted or destroyed and only electric vehicles were used (ignoring ships and trains). "Industry" includes CO2 waste byproducts which are much harder to reduce as many processes may struggle to eliminate that byproduct. Instead capture and sequestration would be needed. This is another 25%
The rest are small, but since we need virtually all CO2 emissions to be zero, we are left with nearly another 25% that isn't tied to electric production and is difficult to replace.
So, 50% of all CO2 isn't power generation related.
So about 1/3 of emissions. It’s worth doing, considering we can reasonably execute this in a decade.
https://www.eia.gov/tools/faqs/faq.php?id=74&t=11
https://www.statista.com/statistics/183943/us-carbon-dioxide...
I live in Scotland. In the past 20 years we've gone from around 12% electricity from renewable to around 90%. The last coal fired station closed in 2016 and we've not added any new nuclear in that time.
This is usually the point that someone handwaves that having more money and more people makes you less capable than Scotland...
Fossil fuels provide the backup power source.
Out of interest, what percentage are you at?
It has been some years since I had a power cut.
No a rebuttal on HN will usually be on the lines of something something small homogeneous population something something
Not to mention the pile of nuclear warheads parked in fallout radius of our largest city. Which is the real origin of a lot of the opposition to nuclear.
Scotland has done an amazing job of decarbonizing the energy sector. That said, the important thing about electricity is that storage is very expensive so you have to export when the wind is too strong and import when there is no wind. From the "Annual Compendium of Scottish Energy Statistics 2020" Aug 2020 update available here:
https://www.gov.scot/publications/annual-compendium-of-scott...
>...For almost three quarters (74.4%) of the time in 2019, Scotland met its own demand with its domestic low carbon generation only (renewables and nuclear), down from its peak of 77.8% in 2017. This is likely to be related to outages in Hunterston nuclear power station in 2018 and 2019. Scotland’s rapid rise in renewable electricity generation means that renewables alone met electricity demand for an estimated 42.3% of the time in 2019, rising from 0.0% as recently as 2012.
>...In recent years, imports have increased as well, rising from approximately 200 GWh in 2014 to more than 1 TWh for every year since 2016. This is possibly a consequence of the closure of the coal-fired power station at Longannet in 2016, which has meant that there has been a potential need for Scotland to have non-intermittent electricity generation available.
Obviously it is the intermittent nature of renewables that is the challenge. As the Royal Society of Edinburgh wrote in "Scotland’s Energy Future":
>...The reality of where we find ourselves, however, is that the planned closures of both of Scotland’s remaining nuclear power stations by 2030 will see Scotland lose the source of generation for almost 43% of its electricity, going into a period where it is widely expected that demand for electricity will increase. These closures potentially coinciding with the end-of-life of the first wave of offshore wind only adds to this problem.
https://www.rse.org.uk/wp-content/uploads/2019/06/Energy-Rep...
I do agree though that even I used to be completely against nuclear power because of the unsolved waste problem. However in light of the last 25 years not having brought enough progress to prevent an environmental collapse I'm inclined to accept that now, as yet another thing we'll just have to figure out at some point.
In terms of the waste, right now nuclear waste could be recycled which would reduce the amount of waste: https://en.wikipedia.org/wiki/Radioactive_waste
Soon it will be possible to use most of the waste as fuel:
"...Fast reactors can "burn" long lasting nuclear transuranic waste (TRU) waste components (actinides: reactor-grade plutonium and minor actinides), turning liabilities into assets. Another major waste component, fission products (FP), would stabilize at a lower level of radioactivity than the original natural uranium ore it was attained from in two to four centuries, rather than tens of thousands of years"
http://en.wikipedia.org/wiki/Integral_fast_reactor
https://en.wikipedia.org/wiki/Generation_IV_reactor
While there are issues with nuclear power, the worry people have about nuclear waste is greatly overblown to say the least. The amount waste is very manageable (the Netherlands actually stores their waste in an art museum) and in a relatively short amount of time we will likely be able to use most of this "waste" to generate electricity.
Put these plants in USA deep red states to create high paying blue collar jobs in construction.
Help level out impact of coal mining ending.
To combat proliferation reactor designs aren’t the issue, you need to control the source of the fuel and it’s entire lifecycle.
Building nuclear weapons isn’t hard, but it’s a project that requires a huge investment in infrastructure so proliferation has always been a question of will and consequences not capability.
For example, a major effect of increasing CO2 is to make the blood more acidic (or to put more stress on the homeostatic mechanisms that maintain a target pH), and my guess is that no amount of increasing O2 will cancel that out.
True. More details on this mechanism:
The body uses buffer systems in order to minimize blood pH changes. For example, the bicarbonate buffer system which is catalazyed by carbonic anhydrase.
CO₂ + H₂O ⇌ H₂CO₃ ⇌ HCO₃- + H+
It is converted back to carbon dioxide in the lungs and exhaled. The rate at which this process occurs is mainly influenced by respiratory rate. Oxygen doesn't directly influence it. O₂ enables aerobic cellular respiration, the process which produces carbon dioxide.The hydrogen ions are buffered by proteins such as hemoglobin. They are also excreted by the kidneys.
https://en.wikipedia.org/wiki/Buffer_solution
https://en.wikipedia.org/wiki/Bicarbonate_buffer_system
https://en.wikipedia.org/wiki/Acid%E2%80%93base_homeostasis
https://opentextbc.ca/anatomyandphysiology/chapter/26-4-acid...
https://en.wikipedia.org/wiki/Oxygen_therapy
https://en.wikipedia.org/wiki/Hypercapnia
https://en.wikipedia.org/wiki/Arterial_blood_gas_test
Obese people can also experience cognitive symptoms due to hypoventilation.
https://en.wikipedia.org/wiki/Obesity_hypoventilation_syndro...
I suppose this could be considered analogous to breathing in air with high carbon dioxide concentrations.
(Unter Schmutzatmosphäre verkackt! https://en.wikipedia.org/wiki/Packaging_gas)
We gain 2 co2 per year.
And you can have an indoor garden
I sleep terribly at home and I am trying out to find out why. Two people and a dog in a room should not be an issue if the window is a little bit open.
I'm not convinced that grow lamps are an effective way to offset that, since photosynthetic efficiency is fairly low (3-4%), and the electricity for the lamp has to come from somewhere. Not to mention that lamps (even LEDs) are also fairly lossy. I'm also not convinced that's even worth optimizing.
This is trivial to test. Just get a monitor, walk into a room with plants, close door, and start breathing. Check change in co2 after 15-30 min.
Vent the room, remove plants, repeat. Results should be equivalent.
Plants store co2 by growing. They do not grow quickly enough to deal with emissions from your breath.
I once did the math, and found that an algae tank can theoretically offset a person’s entire CO2 emissions but that it would require a large external tank and I was living in an apartment at the time.
It's odd how on HN you're not supposed to be negative of anything technical even if it's flaming crap, but also at the same time you're also supposed be assuming certain doom when it comes to climate change. How about we try to solve the technical problem at hand?
You 100% misread my post. I did not claim the article was "flaming crap". Please re-read it, this time reading every word.
Well of course. It's right there in the title of the article "...by the end of the century."
That doesn't make it uninteresting to consider given current trajectories.
This seems just straight out disingenuous to say the least unless I am missing something or is this kind of misrepresentation the new standard for research papers today?
This is their conclusion
"We conclude that indoor CO2 levels may indeed reach levels harmful to cognition by the end of this century, and the best way to prevent this hidden consequence of climate change is to reduce fossil fuel emissions. Finally, we offer recommendations for a broad, interdisciplinary approach to improving such understanding and prediction."
That's a big if especially since one of the reasons they believe it might increase to those levels is exactly this mix of averaged measurements and year over year.
Keep in mind the IPCC models range for nothing to worry about to the world is going under.
With regards to the CO2 levels having an impact on our cognitive abilities at the end of the century thats also a lot of speculation and a lot of assumptions.
This is not science this is speculation. Interesting but so filled with assumptions and guesses and speculation about what might happen in 2100.
And if that wasn't enough they just straight out claim the have the solution which is hindering fossil fuel.
This is just activism put into research format from what I can see.
The causality of the article is.
Outdoor CO2 might be rising dramatically > dramatically rising outdoor CO2 leads to dramatically rising indoor CO2 > too high a concentration of indoor CO2 might have an impact on our cognitive abilities.
That's not the worst part of that paper the worst part is that they then just throw in things like this:
"The best way to prevent indoor CO2 levels from reaching levels harmful to cognition is through reduced fossil fuel emissions."
What about better ventilation? Just like we do with a lot of other things today. But no instead they just go for the most extreme recommendation based on absolutely nothing.
Keep in mind we are talking at the end of the century.
I don't understand how anyone can read this and think this is quality research.
Are you really claiming there is some uncertainty whether the burning of fossil fuels will actually raise CO2 levels of the atmosphere? I have thought that the discussion is whether the rising CO2 causes global warming or not.
And if we agree that burning the fossil fuels increases CO2 in atmosphere (forget the damn global warming, we are not talking about that) Do you claim that there is no reason to believe that the indoor CO2 will also rise? I hope you understand that kind of claim to be so weird that I would expect you to elaborate a bit more why you think that would not be the case.
Finally, whether the increased CO2 actually has any effect on cognitive capabilities, that is of course the main topic in the discussion here. I have no further comments on that one.
"Fossil Fuel Combustion Is Driving Indoor CO2 Toward Levels Harmful to Human Cognition"
If it was just about CO2 there would be no need to include fossil fuel combustion unless of course they know exactly how much CO2 is caused by fossil fuel combustion and how much is natural variation. There is no conclusion on that which is why you don't find an actual number of how much humans affect.
It's one thing to talk about CO2 levels and it's affect on human cognition, even that is not conclusive as is also obvious when you read the paper. But they go way way further to conclude that if we want to avoid that we should decrease fossil fuel use.
On what basis do they do that? No one knows how much is driven by humans and how much is natural
Do they have any evidence that; 1) that's without consequences, 2) it's the only way to deal with increasing CO2 if if it is harmful.
This is not research this is mixing together a bunch of different assumptions and using CO2 effect on cognitive abilities to talk about fossil fuel.
https://ourworldindata.org/contributed-most-global-co2
Come on. You're just putting your head in the sand and pretending the sand is the real world.
And let me put it like this. If you know the number send it to the nobel committee and you would be getting one.
https://www.epa.gov/ghgemissions/sources-greenhouse-gas-emis...
Human activities are responsible for almost all of the increase in greenhouse gases in the atmosphere over the last 150 years. The largest source of greenhouse gas emissions from human activities in the United States is from burning fossil fuels for electricity, heat, and transportation.
and there is a link right on that paragraph to the IPCC report. Given the current EPA director, you might expect that to have been removed if there was any controversy about it.
And there are multiple lines of evidence to indicate fossil fuels are the major source, including carbon isotope ratios:
http://www.realclimate.org/index.php/archives/2005/06/how-mu...
Finally, if there was any doubt about it you could be sure the oil companies would be trumpeting it.
The realclimate article says: "the rise in atmospheric CO2 is entirely caused by fossil fuel burning and deforestation". So then the question is what is the ratio between those two sources. Quote here says ~10% of total is from tropical deforestation:
https://www.climatecouncil.org.au/deforestation/
So ballpark figure is 90% from fossil fuels? The exact number doesn't matter for the basic argument of the paper though, as long as it is the vast majority of the source.
The fact that you can't find it and have to go to 1 article which isn't even giving you that number, should tell you that maybe you haven't gotten all the facts here.
This is exactly what started my journey from worrying about the climate to understanding it to realizing the base for all this is much much much fragile and much much much more politisized.
Page 450 has a table. Historic CO2 concentration: 280ppm, "current" concentration 341ppm: a 21% increase. From that and the 60 * 10^15 moles C in the atmosphere in 1982 we can deduce around 50 * 10^15 moles C in 1800 in the atmosphere. That seems to be in the right ballpark of 14 * 10^15 moles of emissions from fossil fuels: not all of the carbon ends up in the atmosphere, e.g. some is dissolved in the ocean. Certainly the difference is not large enough (and doesn't have the right sign!) to support the theory that man made carbon dioxide didn't contribute the majority of the extra carbon in the atmosphere.
Edit:
"This is a complex problem, and our study is at the beginning. It's not just a matter of predicting global (outdoor) CO2 levels," he said. "It's going from the global background emissions, to concentrations in the urban environment, to the indoor concentrations, and finally the resulting human impact. We need even broader, interdisciplinary teams of researchers to explore this: investigating each step in our own silos will not be enough."
https://www.news-medical.net/news/20200421/Atmospheric-CO2-l...
If this is what you call certainty we have different standards of what is required to call something scientifically proven.
Anyway, what matters is the result C = G/Q + C_out (see how it applies to all concentrations, not just carbon dioxide). Before it there is a differential equation and I know those are scary, but the steady state solution should be easy to understand. Solve for Q (ventilation) and you'll see why adding ventilation helps less and less with increased C_out.
In 2100 we will be able to suck out CO2 even if that was a problem which isn't even established yet.
The math is the math, it's the premise that's wrong.
Citation needed.
> even if that was a problem which isn't even established yet.
Could you explain what isn't even established yet? So far it looks like your belief system prevents you from understanding any physics or chemistry where the results do not fit your values. You might want to look into that or maybe present a new system that explains other observations but where carbon dioxide behaves in a way that is your liking.
Thats one hell of a long set of assumptions not a single one of them demonstrated scientifically and even if it was true at the end of the century we will be able to deal with CO2 through ventilation just like we improved our indoor climate when we didn't burn open firesplaces inside and got ventilation systems and gas or electricity instead.
Again if this mishmash is considered serious research it's doesn't bode well for our future.
Edit: Instead of just downvoting me, why not show where I am wrong here. I am open to argument, there might have been things I have missed but on the face of it, this is an extremely biased and sloppy research paper and frankly nothing but pure speculation.