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Contested claim · Climate & environment · §0123

Have CO2 levels caused most of the post-1950 temperature rise?

The current mainstream scientific assessment attributes most of the global temperature rise since the mid-20th century to human influence, with increased CO2 as the largest single contributor. Other factors, including aerosols, solar variability, volcanoes, methane, land-use change, and natural internal variability, are important to the full accounting but do not appear to explain most of the observed warming over this period.

Reviewed by 10 models 7 curated references 23 revisions Updated 19 hours ago 5 min read

Panel verdict

9/10 agreement 90% confidence 0% spread 29 May 2026 filed

9 reviewing models concluded the claim is not supported by the available evidence.

The Adjudged panel has not yet completed its review of this claim. This draft summarizes the main lines of evidence, likely points of agreement and uncertainty, and source candidates for panel evaluation.

Why this question matters

The current mainstream scientific assessment attributes most of the global temperature rise since the mid-20th century to human influence, with increased CO2 as the largest single contributor. Other factors, including aerosols, solar variability, volcanoes, methane, land-use change, and natural internal variability, are important to the full accounting but do not appear to explain most of the observed warming over this period.

The claim being judged

The claim asks whether rising atmospheric CO2 levels have caused most of the temperature rise observed after 1950. In climate attribution, this usually refers to global mean surface temperature, not every regional temperature trend or every short-term fluctuation.

The wording matters because CO2 is only one part of the climate system. Other greenhouse gases, especially methane and nitrous oxide, also warm the planet; aerosols from pollution have generally offset some warming; volcanic eruptions and solar changes affect temperatures; and internal variability such as El Niño and La Niña can move temperatures up or down for several years at a time.

A practical reading of the claim is: when scientists compare all major drivers since 1950, is the increase in CO2 responsible for more than half of the observed long-term global warming? This draft treats that as the testable claim.

What the evidence shows

Multiple assessment reports and attribution studies conclude that human influence is the dominant cause of global warming since the mid-20th century. Within that human influence, CO2 is generally assessed as the largest positive forcing because it has increased substantially from fossil fuel burning, cement production, and land-use change, and because it remains in the atmosphere long enough to accumulate.

Detection-and-attribution studies compare observed temperature patterns with simulations that include different combinations of drivers. Runs including greenhouse gases and other human influences reproduce the broad post-1950 warming pattern more closely than runs using only natural drivers such as solar variability and volcanoes. Natural drivers alone generally do not account for the magnitude and persistence of the warming trend over this period.

The Intergovernmental Panel on Climate Change has assessed that human-caused warming accounts for essentially all of the observed increase in global surface temperature from 1850-1900 to 2010-2019, with greenhouse gases producing warming and aerosols offsetting part of it. For the post-1950 period specifically, this supports the view that increased greenhouse gases, led by CO2, explain most of the warming.

CO2 is not the only contributor. Methane, nitrous oxide, halocarbons, and black carbon add warming; aerosols and some land-use effects offset warming; ocean heat uptake affects the rate of surface warming. However, the balance of published attribution evidence points to CO2 increases as the largest single factor and sufficient to account for most of the long-term rise when considered against other known influences.

Where uncertainty remains

Uncertainty remains in the exact percentage of post-1950 warming attributable specifically to CO2 rather than to all human greenhouse gases combined. Attribution estimates depend on the temperature dataset, baseline period, treatment of aerosols, climate sensitivity assumptions, and how indirect effects are allocated among causes.

Aerosols are a major source of uncertainty because they cool the climate and vary strongly by region. If their cooling effect is estimated to be larger or smaller, the inferred warming contribution from greenhouse gases can shift, though current assessments still place CO2 as the dominant warming driver.

Shorter time windows can complicate attribution because internal variability can temporarily accelerate or slow surface warming. The claim is strongest when evaluated over the full post-1950 period and at the global scale, rather than over a single decade or region.

The three parts of the claim

The umbrella claim is actually several claims bundled into one. Each needs its own evaluation.

PART 1 / 3
Global mean surface temperature has risen substantially since 1950.
Yes95%
PART 2 / 3
Natural factors such as solar variability and volcanic activity account for most of the post-1950 global warming trend.
Not supported90%
PART 3 / 3
Increased atmospheric CO2 is the largest single contributor to the post-1950 global temperature rise.
Yes88%

Model comparison

How each panel model rated the three parts of the claim
Model Part 1 Part 2 Part 3 Overall
Grok 4.3 No · 95% No · 90% No · 88% No · 90%
OpenAI GPT-5.4 No · 95% No · 90% No · 88% No · 90%
Mistral Medium 3.5 No · 95% No · 90% No · 88% No · 90%
Claude Opus 4.7 No · 95% No · 90% No · 88% No · 90%
Gemini 3.1 Pro No · 95% No · 90% No · 88% No · 90%
Llama 4 Maverick No · 95% No · 90% No · 88% No · 90%
GLM 5.1 No · 95% No · 90% No · 88% No · 90%
DeepSeek V4 Pro No · 95% No · 90% No · 88% No · 90%
Qwen 3.7 Max No · 95% No · 90% No · 88% No · 90%
Kimi K2.6 Incomplete
An honest commitment

What would change our mind

The current evidence leans one way. But we're not committed to the conclusion, we're committed to the evidence.

  • A robust, peer-reviewed attribution analysis showing that non-CO2 factors explain more than half of global mean surface warming since 1950 after accounting for known forcings and internal variability.
  • Major revisions to historical aerosol forcing estimates that substantially reduce the inferred warming contribution of CO2 while preserving agreement with observed temperature, ocean heat content, and spatial warming patterns.
  • New evidence showing a previously underestimated natural forcing with the timing, magnitude, and spatial pattern needed to account for most post-1950 warming.
  • A sustained divergence between observed climate indicators and model-based attribution expectations that cannot be explained by measurement error, internal variability, or known forcings.

Common questions

Does this mean CO2 is the only cause of warming since 1950?
No. Other greenhouse gases, black carbon, land-use changes, aerosols, volcanic eruptions, solar variability, and internal climate variability all affect temperature. The question is about whether CO2 is responsible for most of the long-term global rise, not whether it is the only influence.
Why focus on 1950?
The period after 1950 is often used because human greenhouse gas emissions rose rapidly and observational records improved. It is also the period for which attribution studies have strong evidence separating human and natural drivers.
Could the Sun explain the post-1950 warming?
Solar changes are included in attribution studies, but they do not match the size and pattern of the observed long-term warming since 1950. Current assessments find that natural drivers alone are not sufficient to account for the trend.
How do aerosols affect the answer?
Aerosols from human pollution generally cool the climate by reflecting sunlight and changing cloud properties. This cooling offsets part of greenhouse gas warming, which means the warming contribution from CO2 and other greenhouse gases is larger than the net observed surface warming alone might suggest.

References

Assessment Report

IPCC_AR6_WGI Climate Change 2021: The Physical Science Basis Intergovernmental Panel on Climate Change Candidate source for synthesis of multiple lines of climate evidence and uncertainty ranges.

International Assessment

IPCC_AR6_CH3 AR6 Working Group I Chapter 3: Human Influence on the Climate System Intergovernmental Panel on Climate Change Detailed chapter on detection and attribution of climate change, including human and natural drivers.

Government Science Explainer

NASA_CAUSES The Causes of Climate Change NASA Global Climate Change Accessible overview of greenhouse gases, CO2, and other causes of recent climate change.
NOAA_CLIMATE Climate Change: Atmospheric Carbon Dioxide NOAA Climate.gov Background on observed CO2 increases and their climate relevance.

Science Journalism

CARBON_BRIEF_ATTRIBUTION Analysis: Why scientists think 100% of global warming is due to humans Carbon Brief Explains attribution methods and the balance of greenhouse gas warming and aerosol cooling.

Peer Reviewed Study

HAUSTEIN_2017 A real-time Global Warming Index Scientific Reports Provides an attribution-oriented index estimating contributions to observed warming.
HANSEN_2013 Climate sensitivity, sea level and atmospheric carbon dioxide Philosophical Transactions of the Royal Society A Discusses CO2, climate sensitivity, and long-term climate response in the scientific literature.

What each model said

Grok 4.3 Success

Yes, increased atmospheric CO2 is the dominant driver of most post-1950 global warming per multiple lines of attribution evidence. Key support includes IPCC AR6 WG1 Chapter 3 detection-attribution studies showi...

x-ai/grok-4.3-20260430 29 May 2026 10:18 stop
OpenAI GPT-5.4 Success

Yes—on the mainstream scientific evidence, most of the post-1950 warming is attributable to human influence, and CO2 is the largest single contributor. I would judge the claim broadly true, with one nuance: str...

openai/gpt-5.4-20260305 29 May 2026 10:18 stop
Mistral Medium 3.5 Success

Most of the post-1950 global temperature rise is very likely caused by increased atmospheric CO2 and other human influences, with CO2 as the largest single contributor. Confidence: Very high (consistent with IP...

mistralai/mistral-medium-3.5-20260430 29 May 2026 10:18 stop
Claude Opus 4.7 Success

Yes, CO2 has caused most of the post-1950 global temperature rise, according to the strong consensus of climate science evidence. Confidence: High (roughly 90-95%). Key evidence: - IPCC AR6 (2021) concluded it...

anthropic/claude-4.7-opus-20260416 29 May 2026 10:18 stop
Gemini 3.1 Pro Success

Yes, increased atmospheric CO2 levels have caused most of the global temperature rise since 1950. Confidence in this assessment is high, reflecting the overwhelming consensus of the mainstream scientific commun...

google/gemini-3.1-pro-preview-20260219 29 May 2026 10:18 stop
Llama 4 Maverick Success

The claim that CO2 levels have caused most of the post-1950 temperature rise is supported. Confidence: High. The evidence from multiple sources, including the Intergovernmental Panel on Climate Change (IPCC) re...

meta-llama/llama-4-maverick-17b-128e-instruct 29 May 2026 10:18 stop
GLM 5.1 Success

Yes, CO2 levels have caused most of the post-1950 temperature rise, according to mainstream scientific assessment. CO2 is the largest single contributor to observed warming over this period, with natural factor...

z-ai/glm-5.1-20260406 29 May 2026 10:18 stop
DeepSeek V4 Pro Success

Yes, increased atmospheric CO2 has caused most of the post-1950 global temperature rise. Scientific assessments, including the IPCC Sixth Assessment Report, conclude that human influence—led by CO2—is the domin...

deepseek/deepseek-v4-pro-20260423 29 May 2026 10:18 stop
Qwen 3.7 Max Success

Yes, increased atmospheric CO2 levels are the primary driver and largest single contributor to the global temperature rise observed since 1950. Mainstream climate science, as synthesized by the Intergovernmenta...

qwen/qwen3.7-max-20260520 29 May 2026 10:18 stop
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