Paper · 2024 · Cleaner Environmental Systems

Meta-analysis of yield-emission trade-off in direct seeded vs. puddled transplanted rice: Towards a cleaner and sustainable production

K. Srikanth Reddy; C.M. Parihar; P. Panneerselvam; et al.

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Open access · cc-by

Abstract

Conventional rice production through puddled transplanted rice-PTR is tillage, water, energy, and capital intensive. Furthermore, it is a major contributor to greenhouse gas (GHGs) emissions. In this regard, Direct seeded rice-DSR can be a potential alternative to PTR for reducing GHGs emissions, while sustaining yields. However, depending upon agroclimatic situation, whether the effect of DSR on GHGs emission and yield are consistent or not, as compared to PTR need a comprehensive analysis. To bridge this knowledge gap, we performed a meta-analysis synthesizing 876 paired measurements from 54-peer-reviewed studies to understand how DSR impacts N 2 O and CH 4 emissions, global warming potential-GWP (heat-trapping potential of greenhouse gases compared to CO 2 ), yield and C-footprint-CF P (environmental impact in CO 2 eq. due to concerned activity). Compared to PTR, DSR decreased CH 4 emissions by 70%, GWP by 37% and CF P by 34%, despite 85% increase in N 2 O emissions. However, this shift comes with 11% decrease in yield. To decipher the primary factors driving these outcomes, we conducted subgroup analyses by taking environmental conditions and management practices as predictors in a random effect model. Low to medium pH soils, zero tillage, puddled soil (wet DSR), conventional flooding, and high nitrogen rates (>200 kg/ha) are found to be favorable for DSR with comparable yields but posing a discrepancy with environmental sustainability benefits. Therefore, further research to evaluate DSR across agro-ecologies, management practices are needed to optimize yields with lower GWP and CF P . • DSR significantly reduced CH 4 emissions by 69.9% over PTR. • DSR showed a substantial increase in N 2 O emissions by 84.6% over PTR. • Overall, DSR reduced GWP by 37% and carbon footprints by ∼34% compared to PTR. • A modest reduction in grain yield of 10.8% was observed in DSR compared to PTR. • DSR adoption across diverse agro-ecologies offers yield-emission co-benefits.

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 resultpositivemeasured

Claim · model-written summary

DSR reduced methane emissions 70% versus PTR.

Treatment
DSRe0
Outcome
CH 4 emissionse0
Direction
decreasede0
Value
70%e0
Comparator
PTRe0

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“Compared to PTR, DSR decreased CH 4 emissions by 70%, GWP by 37% and CF P by 34%, despite 85% increase in N 2 O emissions”

✓ located verbatim in the source · abstract, characters 862–983 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

DSR reduced GWP 37% versus PTR.

Treatment
DSRe0
Outcome
GWPe0
Direction
decreasede0
Value
37%e0
Comparator
PTRe0

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“Compared to PTR, DSR decreased CH 4 emissions by 70%, GWP by 37% and CF P by 34%, despite 85% increase in N 2 O emissions”

✓ located verbatim in the source · abstract, characters 862–983 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

DSR reduced carbon footprint 34% versus PTR.

Treatment
DSRe0
Outcome
CF Pe0
Direction
decreasede0
Value
34%e0
Comparator
PTRe0

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“Compared to PTR, DSR decreased CH 4 emissions by 70%, GWP by 37% and CF P by 34%, despite 85% increase in N 2 O emissions”

✓ located verbatim in the source · abstract, characters 862–983 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

DSR increased nitrous oxide emissions 85% versus PTR.

Treatment
DSRe0
Outcome
N 2 O emissionse0
Direction
increasee0
Value
85%e0
Comparator
PTRe0

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“Compared to PTR, DSR decreased CH 4 emissions by 70%, GWP by 37% and CF P by 34%, despite 85% increase in N 2 O emissions”

✓ located verbatim in the source · abstract, characters 862–983 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

DSR reduced yield 11% versus PTR.

Treatment
DSRe0
Outcome
yielde0
Direction
decreasee0
Value
11%e0
Comparator
PTRe0

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“Compared to PTR, DSR decreased CH 4 emissions by 70%, GWP by 37% and CF P by 34%, despite 85% increase in N 2 O emissions. However, this shift comes with 11% decrease in yield”

✓ located verbatim in the source · abstract, characters 862–1037 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Several management conditions gave DSR comparable yields but conflicted with environmental benefits.

Treatment
zero tillagee0
Outcome
comparable yieldse0
Qualifier
discrepancy with environmental sustainability benefitse0

Not reportedDirection

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“Low to medium pH soils, zero tillage, puddled soil (wet DSR), conventional flooding, and high nitrogen rates (>200 kg/ha) are found to be favorable for DSR with comparable yields but posing a discrepancy with environmental sustainability benefits”

✓ located verbatim in the source · abstract, characters 1226–1472 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Authors recommend further DSR research across agro-ecologies and management practices to optimize yield and emissions.

Outcome
evaluate DSR across agro-ecologies, management practicese0

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

t0

“rice”

✓ located verbatim in the source · title, characters 84–88 · show in text ↑
e0

“further research to evaluate DSR across agro-ecologies, management practices are needed to optimize yields with lower GWP and CF P”

✓ located verbatim in the source · abstract, characters 1485–1615 · show in text ↑

transplanting · environment: emissions · Oryza sativa (rice)Positive and negative results

15 papers: 12 positive, 3 negative or no effect

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

  1. positive
  2. positive
  3. negative

11 papers more in this group

See all 15 papers →

transplanting · yield · Oryza sativa (rice)Positive and negative results

1,078 papers: 922 positive, 156 negative or no effect

155 papers in the same direction as this paper · 922 in the opposite direction

  1. positive
  2. positive
  3. positive

1,074 papers more in this group

See all 1,078 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.