Evidence map›Paper›PMID 42441257›Full record

ArticleGeoHealth2026

High-Resolution Modeling of Wet Bulb Globe Temperature Reveals Substantial Heat Risks Across Crops and Work Shifts Among Agricultural Workers in Southern California.

Sagar P Parajuli, Trent Biggs, Corrie Monteverde, Haley Ciborowski, Nicolas Lopez Galvez, Penelope J E Quintana, Fernando De Sales, Miguel Angel Zavala Perez, Callum Thompson, Charles Jones

Abstract read
In one paragraph

Article in GeoHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Sagar P ParajuliDepartment of Geography San Diego State University San Diego CA USA.ORCID https://orcid.org/0000-0002-6683-7271
Trent BiggsDepartment of Geography San Diego State University San Diego CA USA.ORCID https://orcid.org/0000-0003-4978-1779
Corrie MonteverdeDepartment of Geography San Diego State University San Diego CA USA.
Haley CiborowskiSchool of Public Health San Diego State University San Diego CA USA.
Nicolas Lopez GalvezSchool of Public Health San Diego State University San Diego CA USA.
Penelope J E QuintanaSchool of Public Health San Diego State University San Diego CA USA.
Fernando De SalesDepartment of Geography San Diego State University San Diego CA USA.ORCID https://orcid.org/0000-0002-3420-9924
Miguel Angel Zavala PerezSan Diego State University Imperial Valley Campus Calexico CA USA.
Callum ThompsonUniversity of California, Santa Barbara Santa Barbara CA USA.ORCID https://orcid.org/0000-0002-3284-2355
Charles JonesUniversity of California, Santa Barbara Santa Barbara CA USA.ORCID https://orcid.org/0000-0003-4808-6977

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Farmworkers are particularly vulnerable to heat stress, which can escalate into heat-related illnesses such as heat exhaustion or heat stroke, and can also impact productivity loss. Heat exposure varies considerably depending on season, work-shift timing, acclimatization, and workload. We examine the frequency of heat stress exceedance in the Imperial and Coachella Valleys of southern California using wet bulb globe temperature (WBGT) calculated using the outputs from Weather Research and Forecasting (WRF) model for a reference year of 2020. The critical WBGT threshold of 80℉ is exceeded for more than 500 hr in August, with considerable exceedance in all key harvesting months of April, May, and June. The threshold is exceeded most frequently in August, with daytime (nighttime) exceedance of 96.3% (38.0%) in the Imperial and 72.5% (11.9%) in the Coachella Valleys. Occupational WBGT limits are also exceeded in most crop environments for unacclimatized workers, and even for acclimatized workers during date and sugarcane harvests. Adjusting the work schedule to an early morning or late evening shift can reduce workers' productivity loss by up to 40%. Based on our findings, we propose several strategies to mitigate heat risks among farmworkers: (a) adjusting work hours to include cooler morning or evening hours (b) using WBGT instead of air temperature to monitor heat exposure (c) adopting variable rest-break schedules (d) reducing nighttime heat exposure during summer to allow recovery from daytime heat (e) taking extra precaution in high-risk crop zones (f) avoiding nighttime irrigation during summer, and (g) revising thresholds and definitions used to identify heatwaves.

Indexed as

extreme heatfarmworkersheat stressWBGTWRF

Identifiers

PMID42441257
PMCPMC13334883

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LicenceCC BY-NC
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Registered trials

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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.