Paper · 2025 · Journal of Agronomy and Crop Science

Impact of Heat Stress on Growth and Fodder Yield of C3 (Cowpea) and C4 (Pearl Millet) Crops: Insights From Field and Modelling Experiments

Vijay Kumar; S. S. Sandhu; Prabhjyot‐Kaur; et al.

7
claims
12
verbatim quotes
2
citations
2
research areas
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Not open access

Abstract

ABSTRACT Rising temperature is a major concern globally and its impact on crop production and food security is obvious. The impact of rising temperature on various crops needs to be studied under field conditions. Therefore, a study was conducted at Ludhiana (India) during 2021 and 2022 to investigate the effect of high temperature on growth and yield of cowpea ( Vigna unguiculata (L.) Walp.), a C3 legume, and pearl millet ( Pennisetum glaucum (L.) R. Br.), a C4 cereal grown as fodder crops. Artificial heat stress was imposed during 0–15, 16–30, 31–45, 46–60 and 0–60 days after sowing (DAS). Mini heat tents made up of galvanised iron pipe and polythene sheets were installed which resulted in an increase in maximum and minimum temperature by 4.0°C–5.1°C and 0.5°C–1.5°C, respectively. The heat stress resulted in a statistically significant reduction in the number of branches, plant height, dry matter and fresh fodder yield of cowpea, while it resulted in a statistically significant increase in plant height, dry matter and fodder yield of pearl millet. Physiological parameters like chlorophyll index and flavanol index were decreased under high temperature in both crops indicating stress. Heat stress positively affected chlorophyll fluorescence in pearl millet and negatively in cowpea. Green fodder yield of cowpea decreased by 3.83%–18.56%, while that of pearl millet increased by 9.44%–25.02% under different heat stress treatments. Thus, heat stress resulted in a decrease in fodder productivity of the C3 crop due to a reduction in physiological and growth parameters, while the increase in the same led to an improvement in fodder productivity of the C4 crop.

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Claims 7

Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Heat stress significantly reduced cowpea branching, height, dry matter and fresh fodder yield.

Treatment
heat stresse0
Outcome
number of branches, plant height, dry matter and fresh fodder yielde0
Direction
reductione0

Not reportedComparator

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

Vigna unguiculata
Vigna unguiculata · TaxonHeraldDesa at English Wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The heat stress resulted in a statistically significant reduction in the number of branches, plant height, dry matter and fresh fodder yield of cowpea”

✓ located verbatim in the source · abstract, characters 794–944 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Heat stress significantly increased pearl millet height, dry matter and fodder yield.

Taxon
pearl milletCenchrus americanuse0
Treatment
heat stresst0
Outcome
plant height, dry matter and fodder yielde0
Direction
increasee0

Not reportedComparator

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

Cenchrus americanus
Cenchrus americanus · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“while it resulted in a statistically significant increase in plant height, dry matter and fodder yield of pearl millet”

✓ located verbatim in the source · abstract, characters 946–1064 · show in text ↑
t0

“Heat Stress”

✓ located verbatim in the source · title, characters 10–21 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Heat stress lowered chlorophyll and flavanol indices in both crops.

Treatment
high temperaturee0
Outcome
chlorophyll index and flavanol indexe0
Direction
decreasede0

Not reportedComparator

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

Vigna unguiculata
Vigna unguiculata · TaxonHeraldDesa at English Wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Physiological parameters like chlorophyll index and flavanol index were decreased under high temperature in both crops indicating stress”

✓ located verbatim in the source · abstract, characters 1066–1202 · show in text ↑
t0

“Cowpea”

✓ located verbatim in the source · title, characters 56–62 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Heat stress improved pearl millet chlorophyll fluorescence.

Taxon
pearl milletCenchrus americanuse0
Treatment
Heat stresse0
Outcome
chlorophyll fluorescencee0
Direction
positively affectede0

Not reportedComparator

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

Cenchrus americanus
Cenchrus americanus · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Heat stress positively affected chlorophyll fluorescence in pearl millet”

✓ located verbatim in the source · abstract, characters 1204–1276 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Heat stress impaired cowpea chlorophyll fluorescence.

Treatment
Heat stresse0
Outcome
chlorophyll fluorescencee0
Direction
negativelye0

Not reportedComparator

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

Vigna unguiculata
Vigna unguiculata · TaxonHeraldDesa at English Wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Heat stress positively affected chlorophyll fluorescence in pearl millet and negatively in cowpea”

✓ located verbatim in the source · abstract, characters 1204–1301 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Cowpea green fodder yield fell by 3.83%–18.56% with heat treatments.

Treatment
heat stresst0
Outcome
Green fodder yielde0
Direction
decreasede0
Value
3.83%–18.56%e0

Not reportedComparator

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

Vigna unguiculata
Vigna unguiculata · TaxonHeraldDesa at English Wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Green fodder yield of cowpea decreased by 3.83%–18.56%”

✓ located verbatim in the source · abstract, characters 1303–1357 · show in text ↑
t0

“Heat Stress”

✓ located verbatim in the source · title, characters 10–21 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Pearl millet green fodder yield rose by 9.44%–25.02% under heat treatments.

Taxon
pearl milletCenchrus americanuse0
Treatment
different heat stress treatmentse0
Outcome
Green fodder yielde1
Direction
increasede0
Value
9.44%–25.02%e0

Not reportedComparator

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

Cenchrus americanus
Cenchrus americanus · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“that of pearl millet increased by 9.44%–25.02% under different heat stress treatments”

✓ located verbatim in the source · abstract, characters 1365–1450 · show in text ↑
e1

“Green fodder yield of cowpea decreased by 3.83%–18.56%”

✓ located verbatim in the source · abstract, characters 1303–1357 · show in text ↑
t0

“Heat Stress”

✓ located verbatim in the source · title, characters 10–21 · show in text ↑

heat · physiology: photosynthesis · Cenchrus americanus (pearl millet)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. negative
See all 2 papers →

heat · yield · Cenchrus americanus (pearl millet)Positive and negative results

6 papers: 3 positive, 3 negative or no effect

2 papers in the same direction as this paper · 3 in the opposite direction

  1. negative
  2. negative
  3. negative

2 papers more in this group

See all 6 papers →

heat · yield · Vigna unguiculata (cowpea)Positive and negative results

8 papers: 3 positive, 5 negative or no effect

4 papers in the same direction as this paper · 3 in the opposite direction

  1. positive
  2. positive
  3. positive

4 papers more in this group

See all 8 papers →

heat · physiology: pigments · Vigna unguiculata (cowpea)Results agree

2 papers: 0 positive, 2 negative or no effect

1 paper in the same direction as this paper

  1. negative
See all 2 papers →

heat · physiology: photosynthesis · Vigna unguiculata (cowpea)Results agree

2 papers: 0 positive, 2 negative or no effect

1 paper in the same direction as this paper

  1. negative
See all 2 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.