Paper · 2024 · Sustainability

Optimizing Productivity and Resource Use Efficiency Under a Finger Millet-Based Cropping System

Thigalanahalli Shivalingaiah Sukanya; Mangasamudram Anajaneyulu Sneha; Chandrappa Chaithra; et al.

11
claims
16
verbatim quotes
4
citations
1
research areas
✓
Open access · cc-by

Abstract

Finger millet, known for its resilience to adverse climatic conditions, is integrated with various crops to assess the synergistic benefits of intercropping. To obtain intercropping system benefits, crop association, and species combination play a crucial role. Hence, to augment the productivity, profitability, and resource use efficiency under the millet-based system, field research was initiated for three kharif seasons (2021, 2022, and 2023) at the Project Coordinating Unit, University of Agricultural Sciences, Bangalore, Karnataka, India. The outcomes indicated that crops under sole cropping outperformed their intercropping structure in yield. Amongst the intercropping systems, finger millet and groundnut at a 4:2 exhibited a significantly higher finger millet grain equivalent yield (3065 kg/ha), land equivalent ratio (1.64), and area time equivalent ratio (1.38). Also, net returns (Rs. 73,276 ha−1) were realized to be higher in the finger millet + groundnut intercropping system at 4:2 row proportion. Finger millet as a sole crop showed a higher energy output (72,432 MJ ha−1), net energy gain (60,227 MJ ha−1), and energy efficiency (5.95) in relation to other cropping systems. Still, it was analogous to finger millet + groundnut (62,279 MJ ha−1 and 60,378 MJ ha−1, 49,623 MJ ha−1 and 47,628 MJ ha−1, 4.93 and 4.74) at 6:2 and 4:2 row extents, correspondingly). The intercropping of the finger millet with groundnut has demonstrated superior carbon sequestration competencies making them more sustainable and carbon-efficient options compared to sole crops like niger, which showed net carbon loss. The present investigation concluded the adoption of the finger millet + groundnut (4:2) intercropping system as a feasible substitute for attaining overall enhanced productivity with profitability, resource use efficiency, carbon, and energy efficiency.

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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 11

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Sole cropping outperformed intercropping systems in yield.

Taxon
Finger MilletEleusine coracanat0
Treatment
sole croppinge0
Outcome
yielde0
Direction
outperformede0
Comparator
intercropping structuree0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Finger Millet”

✓ located verbatim in the source · title, characters 60–73 · show in text ↑
e0

“crops under sole cropping outperformed their intercropping structure in yield”

✓ located verbatim in the source · abstract, characters 577–654 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Finger millet + groundnut at 4:2 had the significantly highest finger millet grain equivalent yield among intercropping systems (3065 kg/ha).

Taxon
Finger MilletEleusine coracanat0
Treatment
finger millet and groundnut at a 4:2e0
Outcome
finger millet grain equivalent yielde0
Direction
highere0
Value
3065 kg/hae0
Comparator
Amongst the intercropping systemse0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Finger Millet”

✓ located verbatim in the source · title, characters 60–73 · show in text ↑
e0

“Amongst the intercropping systems, finger millet and groundnut at a 4:2 exhibited a significantly higher finger millet grain equivalent yield (3065 kg/ha), land equivalent ratio (1.64), and area time equivalent ratio (1.38)”

✓ located verbatim in the source · abstract, characters 656–879 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Finger millet + groundnut at 4:2 had the significantly highest land equivalent ratio among intercropping systems (1.64).

Taxon
Finger MilletEleusine coracanat0
Treatment
finger millet and groundnut at a 4:2e0
Outcome
land equivalent ratioe0
Direction
highere0
Value
1.64e0
Comparator
Amongst the intercropping systemse0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Finger Millet”

✓ located verbatim in the source · title, characters 60–73 · show in text ↑
e0

“Amongst the intercropping systems, finger millet and groundnut at a 4:2 exhibited a significantly higher finger millet grain equivalent yield (3065 kg/ha), land equivalent ratio (1.64), and area time equivalent ratio (1.38)”

✓ located verbatim in the source · abstract, characters 656–879 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Finger millet + groundnut at 4:2 had the significantly highest area time equivalent ratio among intercropping systems (1.38).

Taxon
Finger MilletEleusine coracanat0
Treatment
finger millet and groundnut at a 4:2e0
Outcome
area time equivalent ratioe0
Direction
highere0
Value
1.38e0
Comparator
Amongst the intercropping systemse0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Finger Millet”

✓ located verbatim in the source · title, characters 60–73 · show in text ↑
e0

“Amongst the intercropping systems, finger millet and groundnut at a 4:2 exhibited a significantly higher finger millet grain equivalent yield (3065 kg/ha), land equivalent ratio (1.64), and area time equivalent ratio (1.38)”

✓ located verbatim in the source · abstract, characters 656–879 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Net returns were higher in the finger millet + groundnut intercropping system at 4:2 row proportion (Rs. 73,276 ha−1).

Taxon
Finger MilletEleusine coracanat0
Treatment
finger millet + groundnut intercropping system at 4:2 row proportione0
Outcome
net returnse0
Direction
highere0
Value
Rs. 73,276 ha−1e0

Not reportedComparator

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Finger Millet”

✓ located verbatim in the source · title, characters 60–73 · show in text ↑
e0

“net returns (Rs. 73,276 ha−1) were realized to be higher in the finger millet + groundnut intercropping system at 4:2 row proportion”

✓ located verbatim in the source · abstract, characters 887–1019 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Sole finger millet had higher energy output (72,432 MJ ha−1) than other cropping systems.

Taxon
Finger milletEleusine coracanae0
Treatment
sole crope0
Outcome
energy outpute0
Direction
highere0
Value
72,432 MJ ha−1e0
Comparator
other cropping systemse0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Finger millet as a sole crop showed a higher energy output (72,432 MJ ha−1), net energy gain (60,227 MJ ha−1), and energy efficiency (5.95) in relation to other cropping systems”

✓ located verbatim in the source · abstract, characters 1021–1198 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Sole finger millet had higher net energy gain (60,227 MJ ha−1) than other cropping systems.

Taxon
Finger milletEleusine coracanae0
Treatment
sole crope0
Outcome
net energy gaine0
Direction
highere0
Value
60,227 MJ ha−1e0
Comparator
other cropping systemse0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Finger millet as a sole crop showed a higher energy output (72,432 MJ ha−1), net energy gain (60,227 MJ ha−1), and energy efficiency (5.95) in relation to other cropping systems”

✓ located verbatim in the source · abstract, characters 1021–1198 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Sole finger millet had higher energy efficiency (5.95) than other cropping systems.

Taxon
Finger milletEleusine coracanae0
Treatment
sole crope0
Outcome
energy efficiencye0
Direction
highere0
Value
5.95e0
Comparator
other cropping systemse0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Finger millet as a sole crop showed a higher energy output (72,432 MJ ha−1), net energy gain (60,227 MJ ha−1), and energy efficiency (5.95) in relation to other cropping systems”

✓ located verbatim in the source · abstract, characters 1021–1198 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Intercropping finger millet with groundnut showed superior carbon sequestration compared with sole crops like niger.

Taxon
finger milletEleusine coracanae0
Treatment
intercropping of the finger millet with groundnute0
Outcome
carbon sequestratione0
Direction
superiore0
Comparator
sole crops like nigere0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The intercropping of the finger millet with groundnut has demonstrated superior carbon sequestration competencies making them more sustainable and carbon-efficient options compared to sole crops like niger”

✓ located verbatim in the source · abstract, characters 1385–1590 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Sole crops like niger showed net carbon loss.

Outcome
net carbon losse0

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

Guizotia abyssinica
Guizotia abyssinica · TaxonSilvestresbrasileiros · Public domain · Wikimedia Commons ↗

Verbatim

e0

“sole crops like niger, which showed net carbon loss”

✓ located verbatim in the source · abstract, characters 1569–1620 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors conclude that the finger millet + groundnut (4:2) intercropping system is a feasible substitute for enhancing productivity, profitability, resource use, carbon and energy efficiency.

Taxon
finger milletEleusine coracanae0
Outcome
feasible substitutee0

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

Eleusine coracana
Eleusine coracana · TaxonAgnieszka Kwiecień, Nova · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The present investigation concluded the adoption of the finger millet + groundnut (4:2) intercropping system as a feasible substitute for attaining overall enhanced productivity with profitability, resource use efficiency, carbon, and energy efficiency”

✓ located verbatim in the source · abstract, characters 1622–1874 · show in text ↑

Arachis hypogaea · yield · Eleusine coracana (finger millet)Results agree

8 papers: 8 positive, 0 negative or no effect

7 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

4 papers more in this group

See all 8 papers →

intercropping · yield · Eleusine coracana (finger millet)Positive and negative results

32 papers: 29 positive, 3 negative or no effect

28 papers in the same direction as this paper · 2 in the opposite direction · 1 reporting no difference from an alternative

  1. positive
  2. negative
  3. no effect

28 papers more in this group

See all 32 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.