Paper · 2026 · Industrial Crops and Products

How to improve crop photosynthesis more efficiently using nanomaterials: Lessons from a meta-analysis

Haimei Zhou; Yuhan Yang; Xueming Tan; et al.

9
claims
27
verbatim quotes
0
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

Nanomaterials (NMs) have been increasingly used to improve crop photosynthesis under diverse environments, However, the factors affecting the response of crop photosynthesis to NMs still remain insufficiently known. In the present study, a meta-analysis was conducted to investigative the NM effects on leaf photosynthesis-related parameters in maize, rice and wheat plants. Our results suggest that leaf photosynthetic rate ( A ) can be significantly improved by NMs through enhanced stomatal conductance, leaf transpiration rate, leaf electron transport rate, and chlorophyll b content, and the NM effects on A were similar among different crop species. We also found that positive effects of NMs on A were stronger under drought and salt stresses than under heavy metal, nanoplastic and normal (no abiotic stress) conditions, while the response of A to NMs under heat stress still needs further verification due to the limited studies, which remains critical knowledge gap requiring further research. Additionally, our present findings demonstrate that non-metallic NMs and seed application method are more beneficial for enhancing A than metallic NMs and other application methods, respectively. More importantly, our results indicate that the impacts of NMs on A observed under laboratory conditions should be carefully examined under field conditions prior to large-scale application. Besides, decreasing the application frequency of NMs with small size and low dosage has the potential to maximize crop A while also reducing economic and environmental costs. Our current findings should prove beneficial for future studies aimed at enhancing crop photosynthesis and yields under varying environments through the application of NMs. • Positive effects of NMs on A were stronger under drought and salt stresses than under other conditions. • Impacts of NM on A should be carefully examined under field conditions prior to large-scale application. • Decreasing the application frequency of NMs with small size and low dosage has the potential to maximize crop A .

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. 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 9

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Nanomaterials significantly improved crop leaf photosynthetic rate.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Treatment
NMse0
Outcome
leaf photosynthetic ratee0
Direction
improvede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“leaf photosynthetic rate ( A ) can be significantly improved by NMs through enhanced stomatal conductance, leaf transpiration rate, leaf electron transport rate, and chlorophyll b content”

✓ located verbatim in the source · abstract, characters 400–587 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Nanomaterials enhanced stomatal conductance, transpiration and electron transport.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Treatment
NMse2
Outcome
stomatal conductance, leaf transpiration rate, leaf electron transport ratee0
Direction
enhancede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“enhanced stomatal conductance, leaf transpiration rate, leaf electron transport rate, and chlorophyll b content”

✓ located verbatim in the source · abstract, characters 476–587 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
e2

“leaf photosynthetic rate ( A ) can be significantly improved by NMs”

✓ located verbatim in the source · abstract, characters 400–467 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Nanomaterials enhanced chlorophyll b content.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Treatment
NMse2
Outcome
chlorophyll b contente0
Direction
enhancede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“enhanced stomatal conductance, leaf transpiration rate, leaf electron transport rate, and chlorophyll b content”

✓ located verbatim in the source · abstract, characters 476–587 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
e2

“leaf photosynthetic rate ( A ) can be significantly improved by NMs”

✓ located verbatim in the source · abstract, characters 400–467 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Effects on photosynthetic rate were similar across crop species.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Material
different crop speciese0
Outcome
NM effects on Ae0
Direction
similare0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the NM effects on A were similar among different crop species”

✓ located verbatim in the source · abstract, characters 593–654 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Positive photosynthetic rate effects were stronger under drought and salt than other stated conditions.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Treatment
drought and salt stressese0
Outcome
effects of NMs on Ae0
Direction
strongere0
Comparator
heavy metal, nanoplastic and normal (no abiotic stress) conditionse0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“positive effects of NMs on A were stronger under drought and salt stresses than under heavy metal, nanoplastic and normal (no abiotic stress) conditions”

✓ located verbatim in the source · abstract, characters 675–827 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Non-metallic nanomaterials were more beneficial for photosynthetic rate than metallic ones.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Treatment
non-metallic NMse0
Outcome
Ae0
Direction
more beneficiale0
Comparator
metallic NMse0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“non-metallic NMs and seed application method are more beneficial for enhancing A than metallic NMs and other application methods, respectively”

✓ located verbatim in the source · abstract, characters 1056–1198 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Seed application was more beneficial for photosynthetic rate than other application methods.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Treatment
seed application methode0
Outcome
Ae0
Direction
more beneficiale0
Comparator
other application methodse0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“non-metallic NMs and seed application method are more beneficial for enhancing A than metallic NMs and other application methods, respectively”

✓ located verbatim in the source · abstract, characters 1056–1198 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Authors recommend field examination of laboratory photosynthesis effects before broad application.

Taxon
maize, rice and wheat plantsOryza sativaTriticum aestivumZea mayse1
Outcome
should be carefully examined under field conditions prior to large-scale applicatione0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“impacts of NMs on A observed under laboratory conditions should be carefully examined under field conditions prior to large-scale application”

✓ located verbatim in the source · abstract, characters 1248–1389 · show in text ↑
t0

“crop photosynthesis”

✓ located verbatim in the source · title, characters 15–34 · show in text ↑
e1

“maize, rice and wheat plants”

✓ located verbatim in the source · abstract, characters 345–373 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Authors suggest less frequent small, low-dose nanomaterial applications to maximize photosynthesis and reduce costs.

Taxon
crope0
Outcome
decreasing the application frequency of NMs with small size and low dosagee0
Qualifier
has the potential to maximize crop A while also reducing economic and environmental costse0

Verbatim

e0

“decreasing the application frequency of NMs with small size and low dosage has the potential to maximize crop A while also reducing economic and environmental costs”

✓ located verbatim in the source · abstract, characters 1400–1564 · show in text ↑

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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.