Tue 11 Aug 2026 / 18:26 ET
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Hourly extreme-heat study finds longer exposure to unusual heat

A global study finds daily heat measures miss many unusually hot hours, including periods that could shape heat warnings.

Dana Voss

By Dana Voss / Security Correspondent

Hourly extreme-heat study finds longer exposure to unusual heat
img: Ars Technica

A new hourly extreme heat study finds that the usual way of counting hot days leaves out a substantial share of unusually hot conditions. Researchers led by Weilin Liao and Xuanzong Zhang at Sun Yat-sen University examined summer temperatures hour by hour worldwide, rather than relying only on each day’s high, low or average temperature.

The distinction is not academic bookkeeping. A day can avoid classification as an extreme-heat day under a daily measure while still include several hours of locally unusual heat. The study, published in Nature Climate Change, estimates that 28% of hourly extreme-heat events from 1981 through 2023 occurred on days daily metrics did not flag as extreme-hot.

How does hourly extreme-heat tracking differ from daily measures?

Daily assessments commonly use a day’s maximum, minimum or mean temperature. The new analysis instead compares every clock hour with temperatures recorded at that same hour during a 1981-2010 reference period. An hour counts as extreme when it exceeds the 90th percentile for that particular hour and location.

That time-of-day comparison matters because a temperature that is ordinary in late afternoon may be unusual before dawn. The method does not invalidate daily heat metrics; it captures shorter episodes and lost overnight relief that a daily label can flatten into one number.

Across global land, the researchers estimate people experienced about 269 hourly extreme-heat hours in an average summer during the study period. More than 80% of global land showed an increase between 1981 and 2023, with the global-land average rising by 62 hours per decade, according to the publisher’s research highlight.

What do the projections show?

The study’s late-century figures are scenario-based model results, not a fixed forecast. Under the high-emissions SSP5-8.5 scenario, the researchers project roughly four times as many hourly extreme-heat events globally by 2070-2099 compared with 2001-2023.

In that scenario, days already categorized as hot would gain more than four additional extreme-hot hours on average. Days that would not meet the daily hot-day definition would gain about three such hours. Those are exactly the hours daily counts can fail to register.

The study also finds that low- and middle-income countries account for more than three-quarters of present and projected heat exposure. Later-born generations, especially in low-income countries, face higher lifetime exposure than earlier cohorts, the authors report.

Why do hot hours at night matter?

The research indicates hourly extreme heat rises more at night than during the day. That does not translate this temperature-exposure measure into a direct count of illness or deaths, but the timing has practical stakes. The US Environmental Protection Agency says elevated nighttime temperatures can leave people and infrastructure without an opportunity to cool down overnight. It also notes that humidity can interfere with sweat evaporation, one of the body’s cooling mechanisms.

For warning systems and heat planning, the paper argues that time-of-day-sensitive assessments could better represent exposure. Systems that rely on daily thresholds could miss unusually hot nighttime or short-duration periods, even when those hours do not turn a full day into a statistical heat extreme. The authors say hourly analysis could help inform public preparedness and early-warning systems, though the metric alone does not reduce heat risk.

The paper makes its boundaries clear: “extreme” is defined relative to a location’s historical temperatures at a specific hour, and its future estimates depend on the emissions pathway used. It is a measure of temperature exposure, not a direct measure of health outcomes.

This story draws on original reporting from Ars Technica.

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