Paper · 2024 · Frontiers in Sustainable Food Systems

Holistic analysis of cropping diversity and intensity implications for productive, environmental, and nutritional performance of smallholder farms in Bihar, India

Deepak Bijarniya; Jeroen C. J. Groot; Mangi L. Jat; et al.

14
claims
20
verbatim quotes
3
citations
1
research areas
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Open access · cc-by

Abstract

The agricultural productivity and sustainability in Eastern Gangetic Plain Zones of India are threatened because of the inefficiency of current production practices, shortage of resources, and socioeconomic constraints. We hypothesized the potential impact of intensified cereal systems with mung bean as a third crop within the annual cropping cycle. We assessed economic, social, and environmental indicators for intensified and current cropping system management practiced by different farm types in the region using the FarmDESIGN model. Building on a farm typology constructed for the region in our past research, we used five types of farmers: part-time (PT), well-endowed (WE), small-scale (SS) crop and livestock mix, medium-scale (MS), and resource-poor farmers (RP) in this study. The performance indicators of the 229 original cropping systems cultivated within the 43 farms varied strongly in the eight performance indicators. This variability of cropping systems performance within the farm types resulted in the absence of significant differences between the types. Compared to the original cropping systems, the intensified cropping systems with mung bean not only performed high in dietary energy (DE) production and organic matter (OM) inputs into the soil but also had high application rates of biocides and minimized losses of nitrogen (N). The intervention systems were low in labor requirement and scored at an intermediate level for crop gross margin, water use, and greenhouse gas (GHG) emissions. The ranges of areas of maize- and rice-based systems that could be replaced by intensified systems were largest for the WE and RP farm types. This was reflected in large ranges of change in the performance indicators, but no significant differences in response were found between the farm types. The intensification of maize- and rice-based systems with the proposed intervention cropping systems involving mung bean would result in increased profitability, higher DE yield, and lower requirements for labor and water as the proportion of the farms being converted increases. However, the use of biocides would increase, while the intervention cropping systems would have no significant effect on OM input, GHG emissions, and soil N losses.

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 14

Observationobservedoriginal resultmeasured

Claim · model-written summary

Performance of original cropping systems varied strongly across eight indicators.

Taxon
cropping systemse0
Outcome
performance indicatorse0
Direction
varied stronglye0
Value
eight performance indicatorse0
Setting
43 farmse0

Verbatim

e0

“The performance indicators of the 229 original cropping systems cultivated within the 43 farms varied strongly in the eight performance indicators.”

✓ located verbatim in the source · abstract, characters 791–938 · show in text ↑
Associationobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

Farm types had no significant performance differences because within-type variability was high.

Outcome
cropping systems performancee0
Direction
absence of significant differencese0
Comparator
farm typese0

Not reportedTaxon

Verbatim

e0

“This variability of cropping systems performance within the farm types resulted in the absence of significant differences between the types.”

✓ located verbatim in the source · abstract, characters 939–1079 · show in text ↑
t0

“cropping diversity and intensity”

✓ located verbatim in the source · title, characters 21–53 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Intensified mung bean systems had higher dietary energy production.

Taxon
mung beanVigna radiatae0
Treatment
intensified cropping systems with mung beane0
Outcome
dietary energy (DE) productione0
Direction
highe0
Comparator
original cropping systemse0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Compared to the original cropping systems, the intensified cropping systems with mung bean not only performed high in dietary energy (DE) production and organic matter (OM) inputs into the soil but also had high application rates of biocides and minimized losses of nitrogen (N).”

✓ located verbatim in the source · abstract, characters 1080–1359 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Intensified systems had higher soil organic matter inputs.

Taxon
mung beanVigna radiatae0
Treatment
intensified cropping systems with mung beane0
Outcome
organic matter (OM) inputs into the soile0
Direction
highe0
Comparator
original cropping systemse0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Compared to the original cropping systems, the intensified cropping systems with mung bean not only performed high in dietary energy (DE) production and organic matter (OM) inputs into the soil but also had high application rates of biocides and minimized losses of nitrogen (N).”

✓ located verbatim in the source · abstract, characters 1080–1359 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

Intensified systems had high biocide application rates.

Taxon
mung beanVigna radiatae0
Treatment
intensified cropping systems with mung beane0
Outcome
application rates of biocidese0
Direction
highe0
Comparator
original cropping systemse0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Compared to the original cropping systems, the intensified cropping systems with mung bean not only performed high in dietary energy (DE) production and organic matter (OM) inputs into the soil but also had high application rates of biocides and minimized losses of nitrogen (N).”

✓ located verbatim in the source · abstract, characters 1080–1359 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Intensified systems minimized nitrogen losses.

Taxon
mung beanVigna radiatae0
Treatment
intensified cropping systems with mung beane0
Outcome
losses of nitrogen (N)e0
Direction
minimizede0
Comparator
original cropping systemse0

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Compared to the original cropping systems, the intensified cropping systems with mung bean not only performed high in dietary energy (DE) production and organic matter (OM) inputs into the soil but also had high application rates of biocides and minimized losses of nitrogen (N).”

✓ located verbatim in the source · abstract, characters 1080–1359 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Intervention systems required little labor.

Outcome
labor requiremente0
Direction
lowe0

Not reportedTaxon

Verbatim

e0

“The intervention systems were low in labor requirement and scored at an intermediate level for crop gross margin, water use, and greenhouse gas (GHG) emissions.”

✓ located verbatim in the source · abstract, characters 1360–1520 · show in text ↑
t0

“cropping diversity and intensity”

✓ located verbatim in the source · title, characters 21–53 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Intervention systems scored at an intermediate level on crop gross margin, water use and greenhouse gas emissions.

Outcome
crop gross margin, water use, and greenhouse gas (GHG) emissionse0
Direction
intermediate levele0

Not reportedTaxon

Verbatim

e0

“The intervention systems were low in labor requirement and scored at an intermediate level for crop gross margin, water use, and greenhouse gas (GHG) emissions.”

✓ located verbatim in the source · abstract, characters 1360–1520 · show in text ↑
t0

“cropping diversity and intensity”

✓ located verbatim in the source · title, characters 21–53 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Well-endowed and resource-poor farms had the largest replaceable maize and rice areas.

Taxon
maize- and rice-based systemse0
Outcome
ranges of arease0
Direction
largeste0
Qualifier
WE and RP farm typese0

Verbatim

e0

“The ranges of areas of maize- and rice-based systems that could be replaced by intensified systems were largest for the WE and RP farm types.”

✓ located verbatim in the source · abstract, characters 1521–1662 · show in text ↑
Associationobservedoriginal resultnot significant (as stated)simulated

Claim · model-written summary

Farm types did not differ significantly in their response to intensification.

Outcome
responsee0
Direction
no significant differencese0
Comparator
farm typese0

Not reportedTaxon

Verbatim

e0

“no significant differences in response were found between the farm types.”

✓ located verbatim in the source · abstract, characters 1743–1816 · show in text ↑
t0

“cropping diversity and intensity”

✓ located verbatim in the source · title, characters 21–53 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Increasing farm conversion to mung bean systems would raise profitability and dietary energy yield.

Taxon
mung beanVigna radiatae0
Treatment
intensification of maize- and rice-based systemse0
Outcome
profitability, higher DE yielde0
Direction
increasede0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The intensification of maize- and rice-based systems with the proposed intervention cropping systems involving mung bean would result in increased profitability, higher DE yield, and lower requirements for labor and water as the proportion of the farms being converted increases.”

✓ located verbatim in the source · abstract, characters 1817–2096 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Increasing conversion would lower labor and water requirements.

Taxon
mung beanVigna radiatae0
Treatment
intensification of maize- and rice-based systemse0
Outcome
requirements for labor and watere0
Direction
lowere0

Not reportedComparator

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

Vigna radiata
Vigna radiata · TaxonIvar Leidus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The intensification of maize- and rice-based systems with the proposed intervention cropping systems involving mung bean would result in increased profitability, higher DE yield, and lower requirements for labor and water as the proportion of the farms being converted increases.”

✓ located verbatim in the source · abstract, characters 1817–2096 · show in text ↑
Intervention effectobservedoriginal resultnegativeprojected

Claim · model-written summary

Intensification would increase biocide use.

Outcome
use of biocidese0
Direction
increasee0

Not reportedTaxonTreatmentComparator

Verbatim

e0

“the use of biocides would increase”

✓ located verbatim in the source · abstract, characters 2106–2140 · show in text ↑
t0

“cropping diversity and intensity”

✓ located verbatim in the source · title, characters 21–53 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)projected

Claim · model-written summary

Intervention systems would have no significant effect on organic matter inputs, greenhouse gas emissions or soil nitrogen losses.

Treatment
intervention cropping systemse0
Outcome
OM input, GHG emissions, and soil N lossese0
Direction
no significant effecte0

Not reportedTaxonComparator

Verbatim

e0

“the intervention cropping systems would have no significant effect on OM input, GHG emissions, and soil N losses.”

✓ located verbatim in the source · abstract, characters 2148–2261 · show in text ↑
t0

“cropping diversity and intensity”

✓ located verbatim in the source · title, characters 21–53 · show in text ↑

Zea mays · yield · Vigna radiata (mung bean)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 papers →

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

15 papers: 12 positive, 3 negative or no effect

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

  1. no effect
  2. no effect
  3. no effect

11 papers more in this group

See all 15 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.