Paper · 2008 · Environmental Research Letters

Impacts of recent climate change on Wisconsin corn and soybean yield trends

Christopher J Kucharik; Shawn P Serbin

7
claims
12
verbatim quotes
261
citations
2
research areas
✓
Open access · cc-by

Abstract

The US Corn Belt supports agroecosystems that flourish in a temperate climate regime that could see significant changes in the next few decades. Because Wisconsin is situated on the northern, cooler fringes of this region, it may be the beneficiary of a warmer climate that could help support higher corn and soybean yields. Here we show that trends in precipitation and temperature during the growing season from 1976–2006 explained 40 % and 35 % of county corn and soybean yield trends, respectively. Using county level yield information combined with climate data, we determined that both corn and soybean yield trends were enhanced in counties that experienced a trend towards cooler and wetter conditions during the summer. Our results suggest that for each additional degree ( ◦C) of future warming during summer months, corn and soybean yields could potentially decrease by 13 % and 16%, respectively, whereas if modest increases in total summer precipitation (i.e. 50 mm) were to occur, yields may be boosted by 5–10%, counteracting a portion of the negative effects associated with increased temperature. While northern US Corn Belt regions such as Wisconsin may benefit from a warmer climate regime and management changes that lengthen the crop-growing period in spring and autumn, mid- to high-latitude crop productivity may be challenged by additional summertime warming unless adaptive measures are taken.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 7

Associationobservedoriginal resultmeasured

Claim · model-written summary

Growing-season precipitation and temperature trends from 1976–2006 explained 40 % of county corn yield trends in Wisconsin.

Treatment
trends in precipitation and temperaturee0
Outcome
yield trendse0
Value
40 %e0
Setting
Wisconsint0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Wisconsin”

✓ located verbatim in the source · title, characters 36–45 · show in text ↑
e0

“trends in precipitation and temperature during the growing season from 1976–2006 explained 40 % and 35 % of county corn and soybean yield trends, respectively”

✓ located verbatim in the source · abstract, characters 343–501 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Growing-season precipitation and temperature trends from 1976–2006 explained 35 % of county soybean yield trends in Wisconsin.

Taxon
soybeanGlycine maxe0
Treatment
trends in precipitation and temperaturee0
Outcome
yield trendse0
Value
35 %e0
Setting
Wisconsint0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“Wisconsin”

✓ located verbatim in the source · title, characters 36–45 · show in text ↑
e0

“trends in precipitation and temperature during the growing season from 1976–2006 explained 40 % and 35 % of county corn and soybean yield trends, respectively”

✓ located verbatim in the source · abstract, characters 343–501 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Corn yield trends were enhanced in Wisconsin counties with a summer trend towards cooler and wetter conditions.

Treatment
a trend towards cooler and wetter conditions during the summere0
Outcome
yield trendse0
Direction
enhancede0
Setting
Wisconsint0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Wisconsin”

✓ located verbatim in the source · title, characters 36–45 · show in text ↑
e0

“both corn and soybean yield trends were enhanced in counties that experienced a trend towards cooler and wetter conditions during the summer”

✓ located verbatim in the source · abstract, characters 587–727 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Soybean yield trends were enhanced in Wisconsin counties with a summer trend towards cooler and wetter conditions.

Taxon
soybeanGlycine maxe0
Treatment
a trend towards cooler and wetter conditions during the summere0
Outcome
yield trendse0
Direction
enhancede0
Setting
Wisconsint0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

t0

“Wisconsin”

✓ located verbatim in the source · title, characters 36–45 · show in text ↑
e0

“both corn and soybean yield trends were enhanced in counties that experienced a trend towards cooler and wetter conditions during the summer”

✓ located verbatim in the source · abstract, characters 587–727 · show in text ↑
Intervention effectauthor interpretationoriginal resultnegativeprojected

Claim · model-written summary

Each additional degree of future summer warming could decrease corn yield by 13 %.

Treatment
future warming during summer monthse0
Outcome
yieldse0
Direction
decreasee0
Value
13 %e0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“of future warming during summer months, corn and soybean yields could potentially decrease by 13 % and 16%, respectively”

✓ located verbatim in the source · abstract, characters 787–907 · show in text ↑
Intervention effectauthor interpretationoriginal resultnegativeprojected

Claim · model-written summary

Each additional degree of future summer warming could decrease soybean yield by 16%.

Taxon
soybeanGlycine maxe0
Treatment
future warming during summer monthse0
Outcome
yieldse0
Direction
decreasee0
Value
16%e0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“of future warming during summer months, corn and soybean yields could potentially decrease by 13 % and 16%, respectively”

✓ located verbatim in the source · abstract, characters 787–907 · show in text ↑
Intervention effectauthor interpretationoriginal resultpositiveprojected

Claim · model-written summary

A modest increase in total summer precipitation of 50 mm could boost corn and soybean yields by 5–10%.

Treatment
modest increases in total summer precipitation (i.e. 50 mm)e0
Outcome
yieldse0
Direction
boostede0
Value
5–10%e0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗
Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“corn and soybean”

✓ located verbatim in the source · title, characters 46–62 · show in text ↑
e0

“if modest increases in total summer precipitation (i.e. 50 mm) were to occur, yields may be boosted by 5–10%”

✓ located verbatim in the source · abstract, characters 917–1025 · show in text ↑

rainfall · yield · Glycine max (soybean)Results differ

38 papers: 14 positive, 24 negative or no effect

13 papers in the same direction as this paper · 23 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

34 papers more in this group

See all 38 papers →

heat · yield · Glycine max (soybean)Results differ

40 papers: 10 positive, 30 negative or no effect

29 papers in the same direction as this paper · 10 in the opposite direction

  1. negative
  2. negative
  3. negative

36 papers more in this group

See all 40 papers →

rainfall · yield · Zea mays (maize)Positive and negative results

70 papers: 34 positive, 36 negative or no effect

33 papers in the same direction as this paper · 33 in the opposite direction · 3 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

66 papers more in this group

See all 70 papers →

heat · yield · Zea mays (maize)Positive and negative results

85 papers: 17 positive, 68 negative or no effect

67 papers in the same direction as this paper · 17 in the opposite direction

  1. positive
  2. negative
  3. positive

81 papers more in this group

See all 85 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.