Do Ocean Temperatures, Not Human Emissions, Drive Atmospheric CO₂?

A provocative new study is stirring fresh debate in climate science by challenging a core tenet of anthropogenic global warming theory.
Independent researcher Dai Ato has published an analysis in the journal Science of Climate Change which concludes that sea surface temperature (SST) is the primary driver of rising atmospheric CO₂ concentrations, and that human emissions are statistically irrelevant .
The Study’s Core Findings
Ato’s paper employs multiple linear regression analysis to examine the factors influencing annual increases in atmospheric CO₂ from 1959 to 2022, testing two predictors: sea surface temperature and human emissions .

The results are striking. The model using SST alone reproduced global CO₂ levels with near-perfect accuracy, achieving a correlation of 0.995 with actual measurements and a prediction error of just 1.45 parts per million by 2022 . When ocean temperatures warmed, CO₂ levels rose approximately 2 to 3 parts per million for every one degree Celsius of warming .
Crucially, adding human emissions to the model did not improve its predictive ability . The regression coefficient for human emissions was not statistically significant (B = 0.0027, P = 0.863), leading Ato to conclude that “the main factor governing the annual increase in atmospheric CO₂ concentration is SST rather than human emissions” .
Historical Context
The idea that temperature changes precede CO₂ increases is not new. Studies of Antarctic ice cores spanning 400,000 years have consistently shown that during the transition from ice ages to interglacial periods, temperatures began rising first, followed by CO₂ levels approximately 600 to 1,000 years later . The mechanism is well understood: as ocean temperatures increase, they release dissolved CO₂ into the atmosphere .

However, mainstream climate scientists have historically interpreted this relationship differently. They argue that while temperature changes initiated glacial-interglacial transitions, the subsequent CO₂ release acted as a powerful positive feedback, amplifying the warming . The orbital changes alone—the Milankovitch cycles—were insufficient to drive the full temperature swing without this greenhouse feedback loop .
Scientific Skepticism and Criticisms
Of course,the usual gaggle of government funded ‘scientists’ has raised several concerns about Ato’s conclusions. Critics point to significant methodological issues, including the use of relatively short time series beginning after 1960, which may omit crucial long-term context . Climate scientists being the hypocrites they are, spout that correlation does not equal causation, and that the interdependence of variables like SST, cloud cover, and aerosols complicates any regression analysis. Isn’t that what critics of the ‘greenhouse gas’ effect also argue?
Of course, alarmists wedded to the ‘greenhouse gas’ hypothesis, will always say that even if temperature drives CO₂ release from the oceans, it won’t persuade them to abandon their main argument that carbon dioxide is the climate control knob.
As one analysis noted, “the fact that sea surface temperature precedes specific humidity is consistent with the physics of the water vapor feedback, not necessarily contrary to it” . In established climate physics, it is precisely the initial warming that allows the atmosphere to hold more water vapor, which subsequently amplifies the ‘greenhouse effect .’
Implications and Debate
If Ato is correct, cutting human emissions would not lower atmospheric CO₂, because the oceans ultimately set the pace. This would fundamentally challenge the basis for climate policy . Climate is complicated and requires multiple lines of evidence—including satellite observations, ocean heat content measurements, paleoclimate records, and energy balance studies—but the bottom line is that despite the alarm of massive rises in human emission of CO2 since the rise of the industrial age, global average temperature has risen by a miniscule 1.3 degrees Celsius since 1850.
For now, the government-funded gravy train scientific consensus remains that human CO₂ emissions are the primary driver of recent climate change. Ato’s work is thought-provoking and challenges a deeply-entrenched framework as we await to see what broader scrutiny and replication might bring at a time when trust in establishment climate ‘science’ is at an all time low.
References
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Ato, D. (2025). Sea surface temperature as the primary driver of atmospheric CO₂ increase: A multiple linear regression analysis 1959–2022. Science of Climate Change, 5(1), 1–18. https://scienceofclimatechange.org/dai-ato-the-sea-surface-temperature-rules/
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Peter F Gill
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It must have been difficult for the PSI Editor to write this piece without a single mention of the governing factor which is Henry’s Law, something that I and others have written about for over 20 years. I can understand believers in AGW not wishing to know about Henry’s Law because it completely undermines their case. I cannot understand why others have not cottoned on years ago. I have tended to mention Henry’s Law during CLINTEL Zoom Meetings and other meetings and elsewhere for a long time. Maybe its the need to understand a little physics and chemistry that gets in the way?
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Jerry Krause
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Hi Peter and PSI Readers,
“In physical chemistry, Henry’s law is a gas law that states that the amount of dissolved gas in a liquid is directly proportional at equilibrium to its partial pressure above the liquid. The proportionality factor is called Henry’s law constant.” (Wiki)
Haven’t you noticed that when reading about meteorology that the physical science CHEMISTRY doesn’t exist?
Have a good day, Jerry
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Robert Beatty
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Peter Grill has correctly identified Henry’s Law is indeed the driver of atmospheric CO2 in the short term, but over the longer term – say over recorded history, the level of CO2 in the atmosphere has reduced.
See https://www.bosmin.com/HOME/AtmosphericCarbonDioxide.pdf
This leaves us with a problem which needs nuclear heat on the limestone to release CO2 back into the atmosphere.
The main problem is the leakage of CO2 to space from the upper atmosphere.
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Herb Rose
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Hi Robert,
Gases with a molecular weight over 40 (Argon) are confined to the troposphere and do not escape into space.
Once the atmosphere was very high in CO2, like Mars and Venus, but plant life evolved converting CO2 into O2 and hydrocarbons reducing the level. Plants are the reason for free oxygen in the atmosphere and the reason they have cell walls and animals do not is they needed protection from uv.
Why not burn “fossil” fuel to heat limestone since that will also releases CO2 back into the atmosphere?
Herb
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Jerry Krause
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Hi PSI Editor,
Where is my comment?
Have a good day, Jerry
Reply
Jerry Krause
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Hi PSI Editor,
Why does this article indicate 1 comment but when we, I, go to the article I find there are 3 comments?
Have a good day, Jerry
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very old white guy
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Atmospheric CO2 is not a problem no matter what causes it.
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