Paper · 2026 · Frontiers in Plant Science

Optimizing carbon dioxide enrichment with environmental management to improve photosynthesis, water use efficiency and yield in cucumbers: a meta-analysis study

Xin Liu; Xinying Liu; Yaliang Xu; et al.

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claims
12
verbatim quotes
0
citations
2
research areas
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Open access · cc-by

Abstract

Despite the ongoing increase in atmospheric carbon dioxide concentrations, these levels remain well below the optimal threshold for cucumber growth and development. To address the challenges posed by climate change to agricultural production, carbon dioxide enrichment (eCO 2 ) has been widely used to meet the global demand for vegetables. However, the effects of eCO 2 and environmental factors on cucumbers remain unclear. In this study, we conducted a meta-analysis of 73 studies to analyse the responses of cucumber photosynthesis, biomass accumulation and yield to eCO 2 . Our findings revealed that eCO 2 significantly increased the net photosynthetic rate by 56.31%, water-use efficiency by 121.11%, biomass by 27.75% and yield by 21.98%. The optimal eCO 2 concentration for cucumber production was found to be 800–1200 ppm. Combined application with high light intensity, a suitable temperature, humidity and fertiliser was found to have a synergistic effect. Our findings support the regulation of greenhouse environments for cucumber cultivation in the context of climate change, promoting the green and sustainable development of the cucumber industry.

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

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

CO2 enrichment significantly increased the net photosynthetic rate of cucumber by 56.31%.

Taxon
cucumberCucumis sativuse0
Treatment
eCO 2e1
Outcome
net photosynthetic ratee1
Direction
increasede1
Value
56.31%e1

Not reportedComparator

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“responses of cucumber photosynthesis, biomass accumulation and yield to eCO 2”

✓ located verbatim in the source · abstract, characters 499–576 · show in text ↑
e1

“Our findings revealed that eCO 2 significantly increased the net photosynthetic rate by 56.31%, water-use efficiency by 121.11%, biomass by 27.75% and yield by 21.98%”

✓ located verbatim in the source · abstract, characters 579–745 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

CO2 enrichment significantly increased water-use efficiency of cucumber by 121.11%.

Taxon
cucumberCucumis sativuse0
Treatment
eCO 2e1
Outcome
water-use efficiencye1
Direction
increasede1
Value
121.11%e1

Not reportedComparator

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“responses of cucumber photosynthesis, biomass accumulation and yield to eCO 2”

✓ located verbatim in the source · abstract, characters 499–576 · show in text ↑
e1

“Our findings revealed that eCO 2 significantly increased the net photosynthetic rate by 56.31%, water-use efficiency by 121.11%, biomass by 27.75% and yield by 21.98%”

✓ located verbatim in the source · abstract, characters 579–745 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

CO2 enrichment significantly increased cucumber biomass by 27.75%.

Taxon
cucumberCucumis sativuse0
Treatment
eCO 2e1
Outcome
biomasse1
Direction
increasede1
Value
27.75%e1

Not reportedComparator

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“responses of cucumber photosynthesis, biomass accumulation and yield to eCO 2”

✓ located verbatim in the source · abstract, characters 499–576 · show in text ↑
e1

“Our findings revealed that eCO 2 significantly increased the net photosynthetic rate by 56.31%, water-use efficiency by 121.11%, biomass by 27.75% and yield by 21.98%”

✓ located verbatim in the source · abstract, characters 579–745 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

CO2 enrichment significantly increased cucumber yield by 21.98%.

Taxon
cucumberCucumis sativuse0
Treatment
eCO 2e1
Outcome
yielde1
Direction
increasede1
Value
21.98%e1

Not reportedComparator

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“responses of cucumber photosynthesis, biomass accumulation and yield to eCO 2”

✓ located verbatim in the source · abstract, characters 499–576 · show in text ↑
e1

“Our findings revealed that eCO 2 significantly increased the net photosynthetic rate by 56.31%, water-use efficiency by 121.11%, biomass by 27.75% and yield by 21.98%”

✓ located verbatim in the source · abstract, characters 579–745 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The optimal eCO2 concentration for cucumber production is 800–1200 ppm.

Taxon
cucumberCucumis sativuse2
Outcome
optimal eCO 2 concentration for cucumber productione2
Value
800–1200 ppme2

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e2

“The optimal eCO 2 concentration for cucumber production was found to be 800–1200 ppm”

✓ located verbatim in the source · abstract, characters 747–831 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Combined application of high light intensity, a suitable temperature, humidity and fertiliser with CO2 enrichment has a synergistic effect on cucumber.

Taxon
cucumberCucumis sativuse0
Treatment
Combined application with high light intensity, a suitable temperature, humidity and fertilisere3
Outcome
synergistic effecte3

Not reportedComparatorDirection

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“responses of cucumber photosynthesis, biomass accumulation and yield to eCO 2”

✓ located verbatim in the source · abstract, characters 499–576 · show in text ↑
e3

“Combined application with high light intensity, a suitable temperature, humidity and fertiliser was found to have a synergistic effect”

✓ located verbatim in the source · abstract, characters 833–967 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors recommend regulating greenhouse environments for cucumber cultivation under climate change.

Taxon
cucumberCucumis sativuse4
Outcome
regulation of greenhouse environments for cucumber cultivatione4

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

Cucumis sativus
Cucumis sativus · TaxonH. Zell · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e4

“Our findings support the regulation of greenhouse environments for cucumber cultivation in the context of climate change”

✓ located verbatim in the source · abstract, characters 969–1089 · show in text ↑

co2 · yield · Cucumis sativus (cucumber)Results differ

16 papers: 14 positive, 2 negative or no effect

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

  1. positive
  2. no effect
  3. no effect

12 papers more in this group

See all 16 papers →

co2 · growth · Cucumis sativus (cucumber)Positive and negative results

20 papers: 18 positive, 2 negative or no effect

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

  1. positive
  2. negative
  3. negative

16 papers more in this group

See all 20 papers →

co2 · physiology: photosynthesis · Cucumis sativus (cucumber)Positive and negative results

22 papers: 20 positive, 2 negative or no effect

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

  1. positive
  2. positive
  3. negative

18 papers more in this group

See all 22 papers →

co2 · physiology: water · Cucumis sativus (cucumber)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
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.