Paper · 2026 · Plant Science Today

Energy dynamics of rice cultivation: Comparative analysis of establishment methods for sustainable production

P Nandini; A K Kodary; M Goverdhan; et al.

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Open access · cc-by

Abstract

Rice (Oryza sativa L.) is a staple crop critical for food and nutritional security in India, but its cultivation under traditional puddled transplanted rice is highly resource-intensive, demanding excess water, labour and energy. With growing concerns about groundwater depletion, energy scarcity and rising production costs, resource-efficient alternatives such as dry direct-seeded rice (DDSR) and wet direct-seeded rice (WDSR), coupled with improved irrigation regimes, are gaining importance. The present field investigation was conducted during the kharif seasons of 2021 and 2022 at the Agricultural Research Station, Kampasagar, Telangana, to evaluate the energetics of rice under three establishment methods and three irrigation regimes [conventional submergence, saturation and alternate wetting and drying irrigation (AWDI)]. Results revealed significant differences among establishment methods for specific energy, energy productivity and energy efficiency ratio, whereas irrigation regimes showed non-significant effects. Among the establishment methods, WDSR recorded the lowest specific energy requirement (5.8 MJ kg-1), the highest energy productivity (0.18 kg MJ-1) and superior energy efficiency ratio (2.6), thereby outperforming transplanted rice (TPR) and DDSR. This advantage is particularly relevant under conditions of groundwater depletion and rising energy costs, as rice alone accounts for nearly 50–60 % of irrigation water withdrawals in India, while groundwater pumping contributes about 25 % of total farm energy costs. Across irrigation regimes, AWDI lowered specific energy by ~7–8 % compared to conventional submerged (CS) (5.9 vs. 6.4 MJ kg-1) and improved energy productivity by ~6–12 % (0.17–0.18 vs. 0.16–0.17 kg MJ-1), with efficiency ratio gains of ~4–9 % (2.4–2.6 vs. 2.3–2.4), although differences were statistically non-significant. Overall, WDSR combined with AWDI emerged as the most energy-efficient approach, ensuring sustainable resource utilization without compromising yield. Energetics evaluation thus highlights the potential of alternative establishment methods and water-saving irrigation practices to enhance energy-use efficiency, supporting eco-friendly and economically viable rice cultivation in semi-arid canal command regions.

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 resultsignificant (as stated)measured

Claim · model-written summary

WDSR had the lowest specific energy requirement of 5.8 MJ kg-1 compared with TPR and DDSR.

Treatment
WDSRe0
Outcome
specific energy requiremente0
Direction
loweste0
Value
5.8 MJ kg-1e0
Comparator
transplanted rice (TPR) and DDSRe1

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

“WDSR recorded the lowest specific energy requirement (5.8 MJ kg-1)”

✓ located verbatim in the source · abstract, characters 1067–1133 · show in text ↑
e1

“transplanted rice (TPR) and DDSR”

✓ located verbatim in the source · abstract, characters 1248–1280 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

WDSR had the highest energy productivity of 0.18 kg MJ-1.

Treatment
WDSRe1
Outcome
energy productivitye0
Direction
higheste0
Value
0.18 kg MJ-1e0

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

“the highest energy productivity (0.18 kg MJ-1)”

✓ located verbatim in the source · abstract, characters 1135–1181 · show in text ↑
e1

“WDSR recorded”

✓ located verbatim in the source · abstract, characters 1067–1080 · show in text ↑
t0

“rice cultivation”

✓ located verbatim in the source · title, characters 19–35 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

WDSR had a superior energy efficiency ratio of 2.6.

Treatment
WDSRe1
Outcome
energy efficiency ratioe0
Direction
superiore0
Value
2.6e0

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

“superior energy efficiency ratio (2.6)”

✓ located verbatim in the source · abstract, characters 1186–1224 · show in text ↑
e1

“WDSR recorded”

✓ located verbatim in the source · abstract, characters 1067–1080 · show in text ↑
t0

“rice cultivation”

✓ located verbatim in the source · title, characters 19–35 · show in text ↑
Intervention effectobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

AWDI lowered specific energy by about 7–8% versus conventional submergence, without statistical significance.

Treatment
AWDIe0
Outcome
specific energye0
Direction
lowerede0
Value
~7–8 %e0
Comparator
conventional submerged (CS)e0

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

“AWDI lowered specific energy by ~7–8 % compared to conventional submerged (CS) (5.9 vs. 6.4 MJ kg-1)”

✓ located verbatim in the source · abstract, characters 1577–1677 · show in text ↑
t0

“rice cultivation”

✓ located verbatim in the source · title, characters 19–35 · show in text ↑
Intervention effectobservedoriginal resultpositivenot significant (as stated)measured

Claim · model-written summary

AWDI improved energy productivity by about 6–12% versus conventional submergence, without statistical significance.

Treatment
AWDIe1
Outcome
energy productivitye0
Direction
improvede0
Value
~6–12 %e0
Comparator
conventional submerged (CS)e1

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

“improved energy productivity by ~6–12 % (0.17–0.18 vs. 0.16–0.17 kg MJ-1)”

✓ located verbatim in the source · abstract, characters 1682–1755 · show in text ↑
e1

“AWDI lowered specific energy by ~7–8 % compared to conventional submerged (CS)”

✓ located verbatim in the source · abstract, characters 1577–1655 · show in text ↑
t0

“rice cultivation”

✓ located verbatim in the source · title, characters 19–35 · show in text ↑
Intervention effectobservedoriginal resultpositivenot significant (as stated)measured

Claim · model-written summary

AWDI improved energy efficiency ratio by about 4–9%, without statistical significance.

Treatment
AWDIe1
Outcome
efficiency ratioe0
Direction
gainse0
Value
~4–9 %e0

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

“efficiency ratio gains of ~4–9 % (2.4–2.6 vs. 2.3–2.4)”

✓ located verbatim in the source · abstract, characters 1762–1816 · show in text ↑
e1

“AWDI lowered”

✓ located verbatim in the source · abstract, characters 1577–1589 · show in text ↑
t0

“rice cultivation”

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Observationauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

WDSR with AWDI was the most energy-efficient approach without compromising yield.

Treatment
WDSR combined with AWDIe0
Outcome
most energy-efficient approache0
Direction
most energy-efficiente0

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

“WDSR combined with AWDI emerged as the most energy-efficient approach, ensuring sustainable resource utilization without compromising yield”

✓ located verbatim in the source · abstract, characters 1884–2023 · show in text ↑
t0

“rice cultivation”

✓ located verbatim in the source · title, characters 19–35 · show in text ↑

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

114 papers: 88 positive, 26 negative or no effect

87 papers in the same direction as this paper · 21 in the opposite direction · 5 reporting no difference from an alternative

  1. negative
  2. no effect
  3. negative

110 papers more in this group

See all 114 papers →

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

1,171 papers: 906 positive, 265 negative or no effect

905 papers in the same direction as this paper · 201 in the opposite direction · 64 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

1,167 papers more in this group

See all 1,171 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.