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Erased Heatwaves And Adjusted Data Underpin The Global Temperature Record

A climatologist asks: can we really trust the single global number that the climate narrative depends on?

by Dr. Matthew Wielicki
February 04, 2026, 2:51 PM
in Extreme Weather, News and Opinion, Politics, Science
Reading Time: 5 mins read
A A
1

global temp measuring
Almost every claim about a looming climate crisis rests on a single foundational assumption. We are told that scientists have a precise and reliable understanding of global temperature. [some emphasis, links added]

We are told that we know what the planet’s temperature was in the past, that we know what it is today, and that the difference between those two numbers proves something unprecedented and dangerous is underway.

If that assumption is wrong, or even deeply uncertain, the entire structure built on top of it becomes unstable. Climate models lose their anchor. Policy prescriptions lose their urgency. Trillion-dollar decisions begin to look far less justified.

That is why the global temperature record matters so much, and why it deserves far more scrutiny than it receives.

This is not an argument against measuring temperature, but an argument for understanding how much judgment and interpretation are embedded in the number we are told to trust.

In recent years, that scrutiny has begun to expose uncomfortable cracks. Historic heatwaves quietly disappearing from national records. Extreme modern temperatures are recorded next to jet engines and asphalt. Adjustments that consistently cool the past while warming the present.

Individually, each issue is brushed off as technical or trivial. Taken together, they point to something far more serious.

Before getting into the details, it is worth asking a basic question:
What exactly is this metric that everything depends on?

The Metric Everything Depends On

When I speak publicly about climate science, I often begin with the longest continuous instrumental temperature record on Earth, the Central England Temperature series.

It stretches back to the late seventeenth century and shows dramatic swings long before industrial emissions or modern energy use. There are periods where temperatures rose or fell more quickly than anything we observe today.


The response is always the same. England is only one region. Climate change is global, not local.

That response sounds reasonable, but it quietly shifts the discussion to a much weaker metric. Once we move away from individual observations and toward a single global average temperature, we leave the realm of direct measurement and enter the world of statistical construction.

That distinction is rarely made clear to the public.

What Global Temperature Actually Represents

The Earth does not have a single temperature.

It has deserts and rainforests, oceans and mountains, cities and ice sheets. Temperature varies enormously across space and time. There is no physical instrument that measures a global average.

To produce a global temperature number, scientists combine surface weather stations with ocean measurements from ships and buoys, then use statistical techniques to fill in the vast areas where no measurements exist.

This process relies heavily on assumptions about how temperature behaves across distance and time.

Much of the planet, especially the oceans and large portions of the Southern Hemisphere, had extremely sparse coverage well into the twentieth century.

Density of GHCN-Daily stations with daily maximum and minimum temperature. With so few true neighbors, breakpoint detection and “neighbor” corrections cannot reliably diagnose non-climatic shifts in this period. Source: The Neighbor Illusion

Even today, the oceans dominate the global average, yet direct measurements there are limited and constantly changing in method.

Global average temperature is therefore not a simple observation. It is a constructed metric. A blend of measurements, estimates, and adjustments.

That does not automatically make it wrong. But it does make it fragile.

I laid this out in detail in my earlier work on why a single global number props up the climate crisis story and why global mean temperature is physically meaningless as a diagnostic metric.

What makes the situation far more troubling is what has happened to the data over time.

A Persistent Pattern in the Adjustments

When people hear that temperature records are adjusted, they are usually told not to worry. Adjustments are described as small, technical corrections meant to improve accuracy.

In isolation, that sounds reasonable. No measurement system is perfect, especially one that spans more than a century.

The problem is not that adjustments exist. The problem is the direction they overwhelmingly move.

When we examine official temperature datasets over time, a clear and consistent pattern emerges. Earlier temperatures tend to be revised downward, while more recent temperatures tend to be revised upward.

In the ClimateGate emails, Phil Jones from CRU said that much of the Southern Hemisphere data is ‘mostly made up.’ Source

Each change may appear minor, sometimes just a few tenths of a degree, but over decades, the cumulative effect is significant. The past becomes cooler and less variable, while the present becomes warmer and more extreme.

This is not speculation. It is visible directly in the data.

I explored this pattern in detail in my work examining how the Intergovernmental Panel on Climate Change has treated past climate variability, particularly the Medieval Warm Period.

The Medieval Warm Period was a well-documented interval of elevated temperatures roughly a thousand years ago, evident in historical records, proxy data, and regional reconstructions across much of the Northern Hemisphere.

Earlier assessments acknowledged this warmth. Later assessments progressively minimized it.

Through selective reconstruction choices, aggressive smoothing, and the privileging of certain proxy networks over others, the Medieval Warm Period was gradually flattened and reframed as minor or purely regional.

The effect was to make modern warming appear more unique, more uniform, and more alarming than the broader historical context supports.

What makes this relevant today is that the same philosophical approach appears to be at work in modern temperature records. Variability in the past is treated as noise to be suppressed. Variability in the present is treated as a signal to be emphasized.

Natural warmth becomes something to explain away. Modern warmth becomes something to highlight.

This creates a powerful narrative bias. The climate record increasingly tells a story of a stable past suddenly disrupted by human influence, even when historical evidence shows periods of comparable or greater warmth long before industrial emissions.

And this is where the Netherlands enters the story.

Read rest at Irrational Fear


Irrational Fear is written by climatologist Dr. Matthew Wielicki and is reader-supported. If you value what you have read here, please subscribe and support the work that goes into it.

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Comments 1

  1. Richard Greene says:
    2 hours ago

    the global temperature average is accurate enough since the use of satellites in 1979. Potential accuracy declines rapidly as you go back over the years.

    In North America, indices for heat waves showed a minor peak during the “Dust Bowl” era. However, this standout event is partly due to the limited spatial coverage of datasets at the time, which were predominantly focused on North America and Europe.

    Between 1990 and 2006, the world averaged about 12 heat wave days annually; from 2007 to 2023, this increased to 19.3 days.

    Good information for the global average temperature in the number of heat waves has existed since 1979. The author implies this is not true and he is wrong

    Reply

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