Evidence map›Paper›PMID 36639417›Full record

ArticleScientific reports2023

Contrasting impacts of dry versus humid heat on US corn and soybean yields.

Mingfang Ting, Corey Lesk, Chunyu Liu, Cuihua Li, Radley M Horton, Ethan D Coffel, Cassandra D W Rogers, Deepti Singh

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
15.8field-weighted citation impact, top 1% of its field
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

4 citing papers in PubMed, 26 citations in OpenAlex.

  1. Article
  2. Article
  3. A half-century of climate change in major agricultural regions: Trends, impacts, and surprises.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  4. Review
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 at 4 institutions in 2 countries.

Mingfang TingLamont-Doherty Earth Observatory, Columbia University, 61 Rt. 9W, Palisades, NY, 10964, USA. ting@ldeo.columbia.edu.
Corey LeskLamont-Doherty Earth Observatory, Columbia University, 61 Rt. 9W, Palisades, NY, 10964, USA.
Chunyu LiuLamont-Doherty Earth Observatory, Columbia University, 61 Rt. 9W, Palisades, NY, 10964, USA.
Cuihua LiLamont-Doherty Earth Observatory, Columbia University, 61 Rt. 9W, Palisades, NY, 10964, USA.
Radley M HortonLamont-Doherty Earth Observatory, Columbia University, 61 Rt. 9W, Palisades, NY, 10964, USA.
Ethan D CoffelDepartment of Geography and the Environment, Syracuse University, Syracuse, NY, USA.
Cassandra D W RogersSchool of the Environment, Washington State University, Vancouver, WA, USA.
Deepti SinghSchool of the Environment, Washington State University, Vancouver, WA, USA.
Lamont-Doherty Earth Observatory · USColumbia University · USWashington State University Vancouver · USSyracuse University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The impact of extreme heat on crop yields is an increasingly pressing issue given anthropogenic climate warming. However, some of the physical mechanisms involved in these impacts remain unclear, impeding adaptation-relevant insight and reliable projections of future climate impacts on crops. Here, using a multiple regression model based on observational data, we show that while extreme dry heat steeply reduced U.S. corn and soy yields, humid heat extremes had insignificant impacts and even boosted yields in some areas, despite having comparably high dry-bulb temperatures as their dry heat counterparts. This result suggests that conflating dry and humid heat extremes may lead to underestimated crop yield sensitivities to extreme dry heat. Rainfall tends to precede humid but not dry heat extremes, suggesting that multivariate weather sequences play a role in these crop responses. Our results provide evidence that extreme heat in recent years primarily affected yields by inducing moisture stress, and that the conflation of humid and dry heat extremes may lead to inaccuracy in projecting crop yield responses to warming and changing humidity.

Indexed as

Hot TemperatureZea maysClimateClimate ChangeGlycine maxWeather

Identifiers

PMID36639417
PMCPMC9839719
OpenAlexW4315865248

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.