Paper · 2021 · Plants

High-Temperature and Drought Stress Effects on Growth, Yield and Nutritional Quality with Transpiration Response to Vapor Pressure Deficit in Lentil

Noureddine El Haddad; Hasnae Choukri; Michel Edmond Ghanem; et al.

18
claims
39
verbatim quotes
70
citations
2
research areas
✓
Open access · cc-by

Abstract

High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions. In addition, increasing atmospheric vapor pressure deficit (VPD) due to global warming causes a severe challenge by influencing the water balance of the plants, thus also affecting growth and yield. In the present study, we evaluated 20 lentil genotypes under field conditions and controlled environments with the following objectives: (i) to investigate the impact of temperature stress and combined temperature-drought stress on traits related to phenology, grain yield, nutritional quality, and canopy temperature under field conditions, and (ii) to examine the genotypic variability for limited transpiration (TRlim) trait in response to increased VPD under controlled conditions. The field experiment results revealed that high-temperature stress significantly affected all parameters compared to normal conditions. The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions. The grain protein content, zinc and iron decreased significantly by 15, 14 and 15% under high-temperature stress, respectively. However, the impact was more severe under combined temperature-drought stress with a reduction of 53% in protein content, 18% in zinc and 20% in iron. Grain yield declined significantly by 43% in temperature stress and by 49% in the combined temperature-drought stress. The results from the controlled conditions showed a wide variation in TR among studied lentil genotypes. Nine genotypes displayed TRlim at 2.76 to 3.51 kPa, with the genotypes ILL 7833 and ILL 7835 exhibiting the lowest breakpoint. Genotypes with low breakpoints had the ability to conserve water, allowing it to be used at later stages for increased yield. Our results identified promising genotypes including ILL 7835, ILL 7814 and ILL 4605 (Bakria) that could be of great interest in breeding for high yields, protein and micronutrient contents under high-temperature and drought stress. In addition, it was found that the TRlim trait has the potential to select for increased lentil yields under field water-deficit environments.

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 18

Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

High-temperature stress significantly affected all lentil parameters compared with normal conditions.

Taxon
lentilLens culinarise0
Treatment
high-temperature stresse1
Outcome
all parameterse1
Comparator
normal conditionse1
Setting
field experimente1

Not reportedDirection

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e1

“The field experiment results revealed that high-temperature stress significantly affected all parameters compared to normal conditions”

✓ located verbatim in the source · abstract, characters 823–957 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Under normal conditions, lentil grain protein content ranged from 23.4 to 31.9%.

Taxon
lentilLens culinarise0
Outcome
protein contente2
Value
23.4 to 31.9%e2
Setting
normal conditionse2

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e2

“The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions”

✓ located verbatim in the source · abstract, characters 959–1141 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Under normal conditions, lentil grain zinc content ranged from 33.1 to 64.4.

Taxon
lentilLens culinarise0
Outcome
grain zinc and iron contente2
Value
33.1 to 64.4e2
Qualifier
zince2
Setting
normal conditionse2

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e2

“The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions”

✓ located verbatim in the source · abstract, characters 959–1141 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Under normal conditions, lentil grain iron content ranged from 62.3 to 99.3 mg kg−1.

Taxon
lentilLens culinarise0
Outcome
grain zinc and iron contente2
Value
62.3 to 99.3 mg kg−1e2
Qualifier
irone2
Setting
normal conditionse2

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e2

“The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions”

✓ located verbatim in the source · abstract, characters 959–1141 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

High-temperature stress decreased lentil grain protein content by 15 percent compared with normal conditions.

Taxon
lentilLens culinarise0
Treatment
high-temperature stresse3
Outcome
grain protein contente3
Direction
decreasede3
Value
15e3
Comparator
normal conditionse2

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e2

“The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions”

✓ located verbatim in the source · abstract, characters 959–1141 · show in text ↑
e3

“The grain protein content, zinc and iron decreased significantly by 15, 14 and 15% under high-temperature stress, respectively”

✓ located verbatim in the source · abstract, characters 1143–1269 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

High-temperature stress decreased lentil zinc content by 14 percent compared with normal conditions.

Taxon
lentilLens culinarise0
Treatment
high-temperature stresse3
Outcome
zince3
Direction
decreasede3
Value
14e3
Comparator
normal conditionse2

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e2

“The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions”

✓ located verbatim in the source · abstract, characters 959–1141 · show in text ↑
e3

“The grain protein content, zinc and iron decreased significantly by 15, 14 and 15% under high-temperature stress, respectively”

✓ located verbatim in the source · abstract, characters 1143–1269 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

High-temperature stress decreased lentil iron content by 15 percent compared with normal conditions.

Taxon
lentilLens culinarise0
Treatment
high-temperature stresse3
Outcome
irone3
Direction
decreasede3
Value
15e3
Comparator
normal conditionse2

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e2

“The protein content ranged from 23.4 to 31.9%, while the range of grain zinc and iron content varied from 33.1 to 64.4 and 62.3 to 99.3 mg kg−1, respectively, under normal conditions”

✓ located verbatim in the source · abstract, characters 959–1141 · show in text ↑
e3

“The grain protein content, zinc and iron decreased significantly by 15, 14 and 15% under high-temperature stress, respectively”

✓ located verbatim in the source · abstract, characters 1143–1269 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Combined temperature-drought stress reduced lentil grain protein content by 53%.

Taxon
lentilLens culinarise0
Treatment
combined temperature-drought stresse4
Outcome
protein contente4
Direction
reductione4
Value
53%e4

Not reportedComparator

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e4

“the impact was more severe under combined temperature-drought stress with a reduction of 53% in protein content, 18% in zinc and 20% in iron”

✓ located verbatim in the source · abstract, characters 1280–1420 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Combined temperature-drought stress reduced lentil grain zinc content by 18%.

Taxon
lentilLens culinarise0
Treatment
combined temperature-drought stresse4
Outcome
zince4
Direction
reductione4
Value
18%e4

Not reportedComparator

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e4

“the impact was more severe under combined temperature-drought stress with a reduction of 53% in protein content, 18% in zinc and 20% in iron”

✓ located verbatim in the source · abstract, characters 1280–1420 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Combined temperature-drought stress reduced lentil grain iron content by 20%.

Taxon
lentilLens culinarise0
Treatment
combined temperature-drought stresse4
Outcome
irone4
Direction
reductione4
Value
20%e4

Not reportedComparator

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e4

“the impact was more severe under combined temperature-drought stress with a reduction of 53% in protein content, 18% in zinc and 20% in iron”

✓ located verbatim in the source · abstract, characters 1280–1420 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Temperature stress declined lentil grain yield by 43%.

Taxon
lentilLens culinarise0
Treatment
temperature stresse5
Outcome
Grain yielde5
Direction
declinede5
Value
43%e5

Not reportedComparator

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e5

“Grain yield declined significantly by 43% in temperature stress and by 49% in the combined temperature-drought stress”

✓ located verbatim in the source · abstract, characters 1422–1539 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Combined temperature-drought stress declined lentil grain yield by 49%.

Taxon
lentilLens culinarise0
Treatment
combined temperature-drought stresse5
Outcome
Grain yielde5
Direction
declinede5
Value
49%e5

Not reportedComparator

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e5

“Grain yield declined significantly by 43% in temperature stress and by 49% in the combined temperature-drought stress”

✓ located verbatim in the source · abstract, characters 1422–1539 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Lentil genotypes showed a wide variation in transpiration response (TR) under controlled conditions.

Taxon
lentilLens culinarise0
Outcome
variation in TRe6
Qualifier
among studied lentil genotypese6
Setting
controlled conditionse6

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e6

“The results from the controlled conditions showed a wide variation in TR among studied lentil genotypes”

✓ located verbatim in the source · abstract, characters 1541–1644 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Nine lentil genotypes displayed TRlim at 2.76 to 3.51 kPa.

Taxon
lentilLens culinarise0
Outcome
TRlime7
Value
2.76 to 3.51 kPae7
Qualifier
Nine genotypese7

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e7

“Nine genotypes displayed TRlim at 2.76 to 3.51 kPa, with the genotypes ILL 7833 and ILL 7835 exhibiting the lowest breakpoint”

✓ located verbatim in the source · abstract, characters 1646–1771 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Lentil genotypes ILL 7833 and ILL 7835 exhibited the lowest TRlim breakpoint.

Taxon
lentilLens culinarise0
Material
ILL 7833 and ILL 7835e7
Outcome
breakpointe7
Direction
loweste7

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e7

“Nine genotypes displayed TRlim at 2.76 to 3.51 kPa, with the genotypes ILL 7833 and ILL 7835 exhibiting the lowest breakpoint”

✓ located verbatim in the source · abstract, characters 1646–1771 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

Lentil genotypes with low breakpoints conserve water, which is used at later stages for increased yield.

Taxon
lentilLens culinarise0
Material
Genotypes with low breakpointse7
Outcome
increased yielde7
Qualifier
had the ability to conserve watere7

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e7

“Genotypes with low breakpoints had the ability to conserve water, allowing it to be used at later stages for increased yield”

✓ located verbatim in the source · abstract, characters 1773–1897 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Lentil genotypes ILL 7835, ILL 7814 and ILL 4605 (Bakria) could be of great interest in breeding for high yields, protein and micronutrient contents under high-temperature and drought stress.

Taxon
lentilLens culinarise0
Material
ILL 7835, ILL 7814 and ILL 4605 (Bakria)e7
Treatment
high-temperature and drought stresse7
Outcome
breeding for high yields, protein and micronutrient contentse7

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e7

“Our results identified promising genotypes including ILL 7835, ILL 7814 and ILL 4605 (Bakria) that could be of great interest in breeding for high yields, protein and micronutrient contents under high-temperature and drought stress”

✓ located verbatim in the source · abstract, characters 1899–2130 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The TRlim trait has the potential to select for increased lentil yields in field water-deficit environments.

Taxon
lentilLens culinarise0
Outcome
select for increased lentil yieldse7
Setting
field water-deficit environmentse7

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

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e0

“High temperature and water deficit are among the major limitations reducing lentil (Lens culinaris Medik.) yield in many growing regions”

✓ located verbatim in the source · abstract, characters 0–136 · show in text ↑
e7

“it was found that the TRlim trait has the potential to select for increased lentil yields under field water-deficit environments”

✓ located verbatim in the source · abstract, characters 2145–2273 · show in text ↑

heat · nutrient: content · Lens culinaris (lentil)Positive and negative results

4 papers: 1 positive, 3 negative or no effect

2 papers in the same direction as this paper · 1 in the opposite direction

  1. negative
  2. negative
  3. positive
See all 4 papers →

heat · quality: protein · Lens culinaris (lentil)Results agree

4 papers: 0 positive, 4 negative or no effect

3 papers in the same direction as this paper

  1. negative
  2. negative
  3. negative
See all 4 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.