Paper · 2025 · Frontiers in Agronomy

Crop diversification strategies for yield enhancement in finger millet-based cropping systems

Shilpa; B. S. Lalitha; K. H. Nagaraj; et al.

12
claims
16
verbatim quotes
2
citations
1
research areas
✓
Open access · cc-by

Abstract

Indian agriculture is confronted with a multitude of sustainability challenges, including the impacts of climate change, inefficiencies in input usage, depletion of natural resources, soil degradation, excessive energy consumption, and various environmental concerns viz., burning of the crop residues. Tackling these challenges necessitates integrated strategies that foster climate-resilient farming, optimize resource utilization, and encourage the adoption of sustainable agricultural practices. To address these issues, a field study was conducted focusing on millet + legume combination, wherein soybean, green gram and black gram were intercropped with finger millet, and cowpea was grown as sequence crop. The Randomized Complete Block Design with Factorial concept with three replications was employed to assess the effectiveness of different finger millet-based legume intercropping systems and varied levels of recommended doses of fertilizers (RDF) to intercrops. The findings revealed that, among the different intercropping systems, the combination of finger millet + green gram recorded significantly higher (p=0.05) grain (2513.10 kg/ha) and straw (7526.19 kg/ha) yield of finger millet The same intercropping system yielded significantly (p=0.05) higher seed (899.40 kg/ha) and haulm yield (2295.12 kg/ha) of green gram compared to other intercrops. Among the nutrient management approaches, applying 75% RDF to the component crops resulted in the highest grain/seed yield (2688.98 kg/ha for finger millet and 932.46 kg/ha for green gram) and straw/haulm yield (7850.88 kg/ha for finger millet and 2122.74 kg/ha for green gram). The residual impact of the finger millet-based intercropping system on a subsequent cowpea crop led to a notable increase in its seed yield (1599.66 kg/ha) and haulm yield (3445 kg/ha) under finger millet + soybean intercropping system, where 75% RDF was supplied to soybean. Additionally, productivity metrics such as finger millet equivalent yield (FMEY), land-equivalent ratio (LER), competition ratio (CR), and area-time equivalent ratio (ATER) were maximized in the finger millet + green gram intercropping system. These findings underscore that the combination of green gram with finger millet, along with the application of 75% RDF, significantly (p=0.05) boosts the overall productivity of the intercropping system.

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 12

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Finger millet grain yield was significantly higher in the finger millet + green gram intercropping system than in other intercropping systems.

Taxon
finger milletEleusine coracanae0
Treatment
finger millet + green grame0
Outcome
graine0
Direction
highere0
Value
2513.10 kg/hae0
Qualifier
p=0.05e0
Comparator
different 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

e0

“among the different intercropping systems, the combination of finger millet + green gram recorded significantly higher (p=0.05) grain (2513.10 kg/ha) and straw (7526.19 kg/ha) yield of finger millet”

✓ located verbatim in the source · abstract, characters 1004–1202 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Finger millet straw yield was significantly higher in the finger millet + green gram intercropping system than in other intercropping systems.

Taxon
finger milletEleusine coracanae0
Treatment
finger millet + green grame0
Outcome
strawe0
Direction
highere0
Value
7526.19 kg/hae0
Qualifier
p=0.05e0
Comparator
different 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

e0

“among the different intercropping systems, the combination of finger millet + green gram recorded significantly higher (p=0.05) grain (2513.10 kg/ha) and straw (7526.19 kg/ha) yield of finger millet”

✓ located verbatim in the source · abstract, characters 1004–1202 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Green gram seed yield was significantly higher in the finger millet + green gram intercropping system than in other intercrops.

Treatment
finger millet + green grame0
Outcome
seede1
Direction
highere1
Value
899.40 kg/hae1
Qualifier
p=0.05e1
Comparator
other intercropse1

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

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“among the different intercropping systems, the combination of finger millet + green gram recorded significantly higher (p=0.05) grain (2513.10 kg/ha) and straw (7526.19 kg/ha) yield of finger millet”

✓ located verbatim in the source · abstract, characters 1004–1202 · show in text ↑
e1

“The same intercropping system yielded significantly (p=0.05) higher seed (899.40 kg/ha) and haulm yield (2295.12 kg/ha) of green gram compared to other intercrops”

✓ located verbatim in the source · abstract, characters 1203–1365 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Green gram haulm yield was significantly higher in the finger millet + green gram intercropping system than in other intercrops.

Treatment
finger millet + green grame0
Outcome
haulm yielde1
Direction
highere1
Value
2295.12 kg/hae1
Qualifier
p=0.05e1
Comparator
other intercropse1

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

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“among the different intercropping systems, the combination of finger millet + green gram recorded significantly higher (p=0.05) grain (2513.10 kg/ha) and straw (7526.19 kg/ha) yield of finger millet”

✓ located verbatim in the source · abstract, characters 1004–1202 · show in text ↑
e1

“The same intercropping system yielded significantly (p=0.05) higher seed (899.40 kg/ha) and haulm yield (2295.12 kg/ha) of green gram compared to other intercrops”

✓ located verbatim in the source · abstract, characters 1203–1365 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Applying 75% RDF to the component crops gave the highest finger millet grain/seed yield.

Taxon
finger milletEleusine coracanae2
Treatment
75% RDFe2
Outcome
grain/seed yielde2
Direction
higheste2
Value
2688.98 kg/hae2

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

e2

“applying 75% RDF to the component crops resulted in the highest grain/seed yield (2688.98 kg/ha for finger millet and 932.46 kg/ha for green gram)”

✓ located verbatim in the source · abstract, characters 1409–1555 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Applying 75% RDF to the component crops gave the highest green gram grain/seed yield.

Treatment
75% RDFe2
Outcome
grain/seed yielde2
Direction
higheste2
Value
932.46 kg/hae2

Not reportedComparator

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

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“applying 75% RDF to the component crops resulted in the highest grain/seed yield (2688.98 kg/ha for finger millet and 932.46 kg/ha for green gram)”

✓ located verbatim in the source · abstract, characters 1409–1555 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Applying 75% RDF to the component crops gave the highest finger millet straw/haulm yield.

Taxon
finger milletEleusine coracanae3
Treatment
75% RDFe2
Outcome
straw/haulm yielde3
Direction
higheste2
Value
7850.88 kg/hae3

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

e2

“applying 75% RDF to the component crops resulted in the highest grain/seed yield (2688.98 kg/ha for finger millet and 932.46 kg/ha for green gram)”

✓ located verbatim in the source · abstract, characters 1409–1555 · show in text ↑
e3

“straw/haulm yield (7850.88 kg/ha for finger millet and 2122.74 kg/ha for green gram)”

✓ located verbatim in the source · abstract, characters 1560–1644 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Applying 75% RDF to the component crops gave the highest green gram straw/haulm yield.

Treatment
75% RDFe2
Outcome
straw/haulm yielde3
Direction
higheste2
Value
2122.74 kg/hae3

Not reportedComparator

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

Vigna radiata var. radiata
Vigna radiata var. radiata · Taxon · picture of the speciesIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“applying 75% RDF to the component crops resulted in the highest grain/seed yield (2688.98 kg/ha for finger millet and 932.46 kg/ha for green gram)”

✓ located verbatim in the source · abstract, characters 1409–1555 · show in text ↑
e3

“straw/haulm yield (7850.88 kg/ha for finger millet and 2122.74 kg/ha for green gram)”

✓ located verbatim in the source · abstract, characters 1560–1644 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The residual finger millet-based intercropping system increased cowpea seed yield under finger millet + soybean intercropping.

Treatment
finger millet + soybean intercropping systeme4
Outcome
seed yielde4
Direction
increasee4
Value
1599.66 kg/hae4

Not reportedComparator

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

Vigna unguiculata
Vigna unguiculata · TaxonHeraldDesa at English Wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e4

“The residual impact of the finger millet-based intercropping system on a subsequent cowpea crop led to a notable increase in its seed yield (1599.66 kg/ha) and haulm yield (3445 kg/ha) under finger millet + soybean intercropping system”

✓ located verbatim in the source · abstract, characters 1646–1881 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The residual finger millet-based intercropping system increased cowpea haulm yield under finger millet + soybean intercropping.

Treatment
finger millet + soybean intercropping systeme4
Outcome
haulm yielde4
Direction
increasee4
Value
3445 kg/hae4

Not reportedComparator

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

Vigna unguiculata
Vigna unguiculata · TaxonHeraldDesa at English Wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e4

“The residual impact of the finger millet-based intercropping system on a subsequent cowpea crop led to a notable increase in its seed yield (1599.66 kg/ha) and haulm yield (3445 kg/ha) under finger millet + soybean intercropping system”

✓ located verbatim in the source · abstract, characters 1646–1881 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Finger millet equivalent yield, land-equivalent ratio and competition ratio were maximized in the finger millet + green gram intercropping system.

Taxon
finger milletEleusine coracanae5
Treatment
finger millet + green gram intercropping systeme5
Outcome
finger millet equivalent yield (FMEY), land-equivalent ratio (LER), competition ratio (CR)e5
Direction
maximizede5

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

e5

“productivity metrics such as finger millet equivalent yield (FMEY), land-equivalent ratio (LER), competition ratio (CR), and area-time equivalent ratio (ATER) were maximized in the finger millet + green gram intercropping system”

✓ located verbatim in the source · abstract, characters 1936–2164 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Area-time equivalent ratio was maximized in the finger millet + green gram intercropping system.

Taxon
finger milletEleusine coracanae5
Treatment
finger millet + green gram intercropping systeme5
Outcome
area-time equivalent ratio (ATER)e5
Direction
maximizede5

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

e5

“productivity metrics such as finger millet equivalent yield (FMEY), land-equivalent ratio (LER), competition ratio (CR), and area-time equivalent ratio (ATER) were maximized in the finger millet + green gram intercropping system”

✓ located verbatim in the source · abstract, characters 1936–2164 · show in text ↑

Vigna radiata var. radiata · yield · Eleusine coracana (finger millet)Results agree

6 papers: 6 positive, 0 negative or no effect

5 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

Vigna radiata var. radiata · yield · Vigna radiata (mung bean)Results agree

17 papers: 17 positive, 0 negative or no effect

16 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

13 papers more in this group

See all 17 papers →

intercropping · yield · Vigna unguiculata (cowpea)Results differ

103 papers: 63 positive, 40 negative or no effect

62 papers in the same direction as this paper · 33 in the opposite direction · 7 reporting no difference from an alternative

  1. negative
  2. negative
  3. no effect

99 papers more in this group

See all 103 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 →

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

174 papers: 171 positive, 3 negative or no effect

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

  1. positive
  2. negative
  3. negative

170 papers more in this group

See all 174 papers →

fertilization · yield · Vigna radiata (mung bean)Positive and negative results

375 papers: 364 positive, 11 negative or no effect

363 papers in the same direction as this paper · 10 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. negative
  3. no effect

371 papers more in this group

See all 375 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.