Paper · 2022 · Environmental Research Letters

Mitigation of air pollutant impacts on rice yields in China by sector

Jiayu Xu; Xin Dong; Tianyi Zhang; et al.

9
claims
18
verbatim quotes
8
citations
2
research areas
✓
Open access · cc-by

Abstract

Abstract Air quality management is a complex project involving the coordination of multiple sectors and has been identified as an important strategy for food security. However, little is known about how pollutant emissions from each sector affect agriculture. Each sector emits different precursors, resulting in varying impacts of their pollutants and aerosol-climate on rice yield. Therefore, we provide an assessment of air pollution impacts, including direct ozone damage and aerosol-climate effects, on rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China. Our results suggest that without anthropogenic emissions, a reduced surface ozone concentration leads to a 9.8% increase in rice yield; lower aerosol concentrations induce an additional 2.3% increase, leading to a combined 9.7% greater rice yield. Of the four sectors, industrial sector emission control is projected to be the most effective, with 4.4% rice yield gain from ozone reductions and 0.6% from aerosol reductions. The impacts of the energy and transportation sectors are relatively low, resulting in 2.1% (energy sector) and 0.7% (transportation) yield increases on average. The domestic sector has few emissions of ozone precursors; therefore, aerosol-climate effects are more dominant, resulting in a yield increase of 0.9%. These results indicate the importance of reduced emissions in the industrial sector for future agricultural food production while also providing the relative benefits of regulating each sector for food security.

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 9

Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Without anthropogenic emissions, lower ozone raises rice yield by 9.8%.

Treatment
reduced surface ozone concentratione0
Outcome
rice yielde0
Direction
increasee0
Value
9.8%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“without anthropogenic emissions, a reduced surface ozone concentration leads to a 9.8% increase in rice yield”

✓ located verbatim in the source · abstract, characters 639–748 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Lower aerosol concentrations add 2.3% rice yield.

Treatment
lower aerosol concentrationse0
Outcome
rice yielde1
Direction
increasee0
Value
2.3%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“lower aerosol concentrations induce an additional 2.3% increase”

✓ located verbatim in the source · abstract, characters 750–813 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Combined air pollution changes give 9.7% greater rice yield.

Treatment
combinede0
Outcome
rice yielde0
Direction
greatere0
Value
9.7%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“leading to a combined 9.7% greater rice yield”

✓ located verbatim in the source · abstract, characters 815–860 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Industrial ozone reductions yield 4.4% rice yield gain.

Treatment
industrial sector emission controle0
Outcome
rice yielde0
Direction
gaine0
Value
4.4%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“industrial sector emission control is projected to be the most effective, with 4.4% rice yield gain from ozone reductions”

✓ located verbatim in the source · abstract, characters 883–1004 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Industrial aerosol reductions yield 0.6% rice yield gain.

Treatment
aerosol reductionse0
Outcome
rice yielde1
Value
0.6%e0
Setting
Chinae1

Not reportedComparatorDirection

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 ↗

Verbatim

e0

“0.6% from aerosol reductions”

✓ located verbatim in the source · abstract, characters 1009–1037 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Energy sector emissions result in 2.1% average yield increase.

Treatment
energy sectore0
Outcome
rice yielde1
Direction
increasese0
Value
2.1%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“2.1% (energy sector) and 0.7% (transportation) yield increases on average”

✓ located verbatim in the source · abstract, characters 1125–1198 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Transportation sector emissions result in 0.7% average yield increase.

Treatment
transportatione0
Outcome
rice yielde1
Direction
increasese0
Value
0.7%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“2.1% (energy sector) and 0.7% (transportation) yield increases on average”

✓ located verbatim in the source · abstract, characters 1125–1198 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Domestic sector aerosol climate effects result in 0.9% yield increase.

Treatment
aerosol-climate effectse0
Outcome
rice yielde1
Direction
increasee0
Value
0.9%e0
Setting
Chinae1

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 ↗

Verbatim

e0

“aerosol-climate effects are more dominant, resulting in a yield increase of 0.9%”

✓ located verbatim in the source · abstract, characters 1270–1350 · show in text ↑
e1

“rice yield in four sector (industrial, energy, domestic, and transportation) emission scenarios in China”

✓ located verbatim in the source · abstract, characters 508–612 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Industrial emission reductions are important for future agricultural food production.

Treatment
reduced emissions in the industrial sectore0
Outcome
future agricultural food productione0

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 ↗

Verbatim

e0

“importance of reduced emissions in the industrial sector for future agricultural food production”

✓ located verbatim in the source · abstract, characters 1379–1475 · show in text ↑
t0

“rice yields in China”

✓ located verbatim in the source · title, characters 39–59 · show in text ↑

ozone · yield · Oryza sativa (rice)Results differ

39 papers: 7 positive, 32 negative or no effect

6 papers in the same direction as this paper · 32 in the opposite direction

  1. negative
  2. negative
  3. no effect

35 papers more in this group

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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.