Paper · 2006 · Open Access Repository of ICRISAT (International Crops Research Institute for the Semi-Arid Tropics)

Yield Gap Analysis of Soybean, Groundnut, Pigeonpea and Chickpea in India Using Simulation Modeling:Global Theme on Agroecosystems Report no. 31

Virender Singh Bhatia; P. Singh; S P Wani; et al.

14
claims
14
verbatim quotes
17
citations
2
research areas
✓
Open access

Abstract

In India, cultivation of legumes forms an integral part of the rainfed production systems; however, their productivity over the years has remained low and unstable. Soybean and groundnut are the major oilseed crops and pigeonpea and chickpea are the major pulse crops of the country. In the present study, we have: a) characterized the distribution of these legumes in different production zones, agro-ecological zones (AEZs) and states of India; b) estimated the rainfed (water-limited) potential, achievable and current levels of farmers’ yields; c) quantified yield gaps between farmers’ yields and rainfed potential yields; and d) suggested possible ways to abridge the yield gaps. Using CROPGRO and APSIM (for pigeonpea) suite of crop models and historical weather data, rainfed potential yields and water balance of the four legumes were estimated for selected locations representing different production zones in India. The simulated rainfed potential yields were supplemented with the research station yield data of rainfed trials of the All India Coordinated Research Projects (AICRP) for respective crops. Achievable yields of the crops for the locations were taken from the Front Line Demonstrations conducted on-farm with improved technology. District average yields were considered as the farmers’ yields. Based on these data, the yield gaps between potential and achievable yields (YG I), between achievable and farmers’ yields (YG II) and total yield gaps between potential and farmers’ yields were estimated. The farmers’ average yield of crops is 1040 kg ha-1 for soybean, 1150 kg ha-1 for groundnut, 690 kg ha-1 for pigeonpea and 800 kg ha-1 for chickpea in India. Large spatial and temporal variability was observed in the yield gaps of the four legumes across the production zones. Total yield gap for the production zones ranged from 850 to 1320 kg ha-1 for soybean, 1180 to 2010 kg ha-1 for groundnut, 550 to 770 kg ha-1 for pigeonpea and 610 to 1150 kg ha-1 for chickpea. YG II formed a significant part of the total yield gap of the four legumes, indicating the need to scale-up the improved crop production technologies from on-farm demonstration sites to farmers in the production zones. Total yield gaps of legumes for the AEZs and states of India were in the similar range as for the production zones. Simulated rainfed potential yields and total yield gaps across different locations for the four legumes showed a positive and significant curvilinear relationship with crop season rainfall. Estimated surface runoff constituted 11 to 54% of total rainfall received during growing period of the rainy season legumes. To abridge the yield gaps of legumes, integrated watershed management approach comprising of in-situ soil and water conservation, water harvesting and groundwater recharging for supplemental irrigation and improved crop management technologies is needed.

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Claims 14

Observationobservedoriginal resultmeasured

Claim · model-written summary

Soybean farmers' average yield in India is 1040 kg ha-1.

Taxon
soybeanGlycine maxe0
Outcome
average yielde0
Value
1040 kg ha-1e0
Setting
Indiae0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The farmers’ average yield of crops is 1040 kg ha-1 for soybean, 1150 kg ha-1 for groundnut, 690 kg ha-1 for pigeonpea and 800 kg ha-1 for chickpea in India”

✓ located verbatim in the source · abstract, characters 1525–1681 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Groundnut farmers' average yield in India is 1150 kg ha-1.

Taxon
groundnutArachis hypogaeae0
Outcome
average yielde0
Value
1150 kg ha-1e0
Setting
Indiae0

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

Arachis hypogaea
Arachis hypogaea · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“The farmers’ average yield of crops is 1040 kg ha-1 for soybean, 1150 kg ha-1 for groundnut, 690 kg ha-1 for pigeonpea and 800 kg ha-1 for chickpea in India”

✓ located verbatim in the source · abstract, characters 1525–1681 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Pigeonpea farmers' average yield in India is 690 kg ha-1.

Taxon
pigeonpeaCajanus cajane0
Outcome
average yielde0
Value
690 kg ha-1e0
Setting
Indiae0

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

Cajanus cajan
Cajanus cajan · TaxonFilo gèn' · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The farmers’ average yield of crops is 1040 kg ha-1 for soybean, 1150 kg ha-1 for groundnut, 690 kg ha-1 for pigeonpea and 800 kg ha-1 for chickpea in India”

✓ located verbatim in the source · abstract, characters 1525–1681 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Chickpea farmers' average yield in India is 800 kg ha-1.

Taxon
chickpeaCicer arietinume0
Outcome
average yielde0
Value
800 kg ha-1e0
Setting
Indiae0

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The farmers’ average yield of crops is 1040 kg ha-1 for soybean, 1150 kg ha-1 for groundnut, 690 kg ha-1 for pigeonpea and 800 kg ha-1 for chickpea in India”

✓ located verbatim in the source · abstract, characters 1525–1681 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Soybean total yield gap in the production zones ranged from 850 to 1320 kg ha-1.

Taxon
soybeanGlycine maxe1
Outcome
Total yield gape1
Value
850 to 1320 kg ha-1e1
Qualifier
for the production zonese1

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e1

“Total yield gap for the production zones ranged from 850 to 1320 kg ha-1 for soybean, 1180 to 2010 kg ha-1 for groundnut, 550 to 770 kg ha-1 for pigeonpea and 610 to 1150 kg ha-1 for chickpea”

✓ located verbatim in the source · abstract, characters 1802–1993 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Groundnut total yield gap in the production zones ranged from 1180 to 2010 kg ha-1.

Taxon
groundnutArachis hypogaeae1
Outcome
Total yield gape1
Value
1180 to 2010 kg ha-1e1
Qualifier
for the production zonese1

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

Arachis hypogaea
Arachis hypogaea · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e1

“Total yield gap for the production zones ranged from 850 to 1320 kg ha-1 for soybean, 1180 to 2010 kg ha-1 for groundnut, 550 to 770 kg ha-1 for pigeonpea and 610 to 1150 kg ha-1 for chickpea”

✓ located verbatim in the source · abstract, characters 1802–1993 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Pigeonpea total yield gap in the production zones ranged from 550 to 770 kg ha-1.

Taxon
pigeonpeaCajanus cajane1
Outcome
Total yield gape1
Value
550 to 770 kg ha-1e1
Qualifier
for the production zonese1

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

Cajanus cajan
Cajanus cajan · TaxonFilo gèn' · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e1

“Total yield gap for the production zones ranged from 850 to 1320 kg ha-1 for soybean, 1180 to 2010 kg ha-1 for groundnut, 550 to 770 kg ha-1 for pigeonpea and 610 to 1150 kg ha-1 for chickpea”

✓ located verbatim in the source · abstract, characters 1802–1993 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Chickpea total yield gap in the production zones ranged from 610 to 1150 kg ha-1.

Taxon
chickpeaCicer arietinume1
Outcome
Total yield gape1
Value
610 to 1150 kg ha-1e1
Qualifier
for the production zonese1

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

Cicer arietinum
Cicer arietinum · TaxonSanjay Acharya · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e1

“Total yield gap for the production zones ranged from 850 to 1320 kg ha-1 for soybean, 1180 to 2010 kg ha-1 for groundnut, 550 to 770 kg ha-1 for pigeonpea and 610 to 1150 kg ha-1 for chickpea”

✓ located verbatim in the source · abstract, characters 1802–1993 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The YG II component formed a significant part of the total yield gap of the four legumes.

Taxon
legumese2
Outcome
YG IIe2
Qualifier
formed a significant part of the total yield gape2

Verbatim

e2

“YG II formed a significant part of the total yield gap of the four legumes, indicating the need to scale-up the improved crop production technologies from on-farm demonstration sites to farmers in the production zones”

✓ located verbatim in the source · abstract, characters 1995–2212 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Yield gaps of the four legumes showed large spatial and temporal variability across the production zones.

Taxon
legumese3
Outcome
yield gapse3
Qualifier
Large spatial and temporal variabilitye3

Verbatim

e3

“Large spatial and temporal variability was observed in the yield gaps of the four legumes across the production zones”

✓ located verbatim in the source · abstract, characters 1683–1800 · show in text ↑
Associationobservedoriginal resultpositivesignificant (as stated)simulated

Claim · model-written summary

Simulated rainfed potential yields and total yield gaps showed a positive, significant curvilinear relationship with crop season rainfall in legumes.

Taxon
legumese4
Treatment
crop season rainfalle4
Outcome
rainfed potential yields and total yield gapse4
Direction
positivee4
Qualifier
curvilinear relationshipe4

Verbatim

e4

“Simulated rainfed potential yields and total yield gaps across different locations for the four legumes showed a positive and significant curvilinear relationship with crop season rainfall”

✓ located verbatim in the source · abstract, characters 2330–2518 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Estimated surface runoff was 11 to 54% of total rainfall during the growing period of rainy season legumes.

Taxon
legumese5
Outcome
surface runoffe5
Value
11 to 54%e5
Qualifier
of total rainfall received during growing periode5

Verbatim

e5

“Estimated surface runoff constituted 11 to 54% of total rainfall received during growing period of the rainy season legumes”

✓ located verbatim in the source · abstract, characters 2520–2643 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Total yield gaps of legumes for the AEZs and states of India were in a similar range to those of the production zones.

Taxon
legumese6
Outcome
Total yield gapse6
Qualifier
in the similar range as for the production zonese6
Setting
AEZs and states of Indiae6

Verbatim

e6

“Total yield gaps of legumes for the AEZs and states of India were in the similar range as for the production zones”

✓ located verbatim in the source · abstract, characters 2214–2328 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

An integrated watershed management approach is needed to abridge yield gaps of legumes.

Taxon
legumese7
Outcome
integrated watershed management approache7

Verbatim

e7

“To abridge the yield gaps of legumes, integrated watershed management approach comprising of in-situ soil and water conservation, water harvesting and groundwater recharging for supplemental irrigation and improved crop management technologies is needed”

✓ located verbatim in the source · abstract, characters 2645–2898 · show in text ↑