Evidence map›Paper›PMID 34607944›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Global urban population exposure to extreme heat.

Cascade Tuholske, Kelly Caylor, Chris Funk, Andrew Verdin, Stuart Sweeney, Kathryn Grace, Pete Peterson, Tom Evans

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 116 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
116citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

116 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Knowledge Gaps and Research Priorities on the Health Effects of Heatwaves: A Systematic Review of Reviews.International journal of environmental research and public health · 2022
    Pooled it
  3. Article
  4. Trees Reduce Daytime Extreme Urban Heat Risk for People Experiencing Unsheltered Homelessness.Journal of urban health : bulletin of the New York Academy of Medicine · 2026
    Article
  5. Article
  6. Fusion sensing for urban resilience.Innovation (Cambridge (Mass.)) · 2026
    Review
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56 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Cascade TuholskeDepartment of Geography, University of California, Santa Barbara, CA 93106; cascade@ucsb.edu.
Kelly CaylorDepartment of Geography, University of California, Santa Barbara, CA 93106.
Chris FunkDepartment of Geography, University of California, Santa Barbara, CA 93106.ORCID 0000-0002-9254-6718
Andrew VerdinMinnesota Population Center, University of Minnesota, Twin Cities, Minneapolis, MN 55455.
Stuart SweeneyDepartment of Geography, University of California, Santa Barbara, CA 93106.
Kathryn GraceMinnesota Population Center, University of Minnesota, Twin Cities, Minneapolis, MN 55455.ORCID 0000-0003-4822-6183
Pete PetersonClimate Hazards Center, University of California, Santa Barbara, CA 93106.ORCID 0000-0001-9742-5379
Tom EvansSchool of Geography, Development and Environment, University of Arizona, Tucson, AZ 85719.ORCID 0000-0003-4591-1011

Funding

Shared Services Center NASA 80NSSC19K0686
6 · The paper itself

Abstract

Increased exposure to extreme heat from both climate change and the urban heat island effect-total urban warming-threatens the sustainability of rapidly growing urban settlements worldwide. Extreme heat exposure is highly unequal and severely impacts the urban poor. While previous studies have quantified global exposure to extreme heat, the lack of a globally accurate, fine-resolution temporal analysis of urban exposure crucially limits our ability to deploy adaptations. Here, we estimate daily urban population exposure to extreme heat for 13,115 urban settlements from 1983 to 2016. We harmonize global, fine-resolution (0.05°), daily temperature maxima and relative humidity estimates with geolocated and longitudinal global urban population data. We measure the average annual rate of increase in exposure (person-days/year

Indexed as

Extreme WeatherHot TemperatureCitiesClimateEnvironmental ExposureExtreme HeatGlobal WarmingHumansPublic HealthUrbanizationUrban Populationclimate changehazardspublic healthsustainabilityurbanization

Identifiers

PMID34607944
PMCPMC8521713

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.