Paper · 2011 · African Journal of Agricultural Research

Evaluation and modification of model for the prediction of wheat yield at Iran region

Fayaz Aghayari Aralloye Bozorg; Fereydon kaveh; M Parehkar; et al.

8
claims
23
verbatim quotes
2
citations
4
research areas
✓
Open access

Abstract

In this study, the mentioned model was evaluated and modified for simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran for three consecutive crop years (1999 - 2000 to 2001 -2002). The simulated and measured grain yields were compared. Results show that the model was simulated satisfactory for the grain yield under irrigated condition, but the model was not able to simulate the grain yield under rainfed condition. The simulated grain yield was less than observed values under rainfed condition and it sounded that soil water content in this condition was simulated lower. Therefore, the coefficient of soil readily available water was changed from 0.65 to 0.90 for rainfed grain yield simulation. The model was able to predict more available water for plant transpiration using this scheme. The modified model properly simulated the grain yield under rainfed condition. Furthermore, it was found that this model was not able to simulate the grain yield for crop year (2001 - 2002) with high rainfall during the growing season in spring and summer due to plant disease infection. The amount of this rainfall was more than 140 mm and the model was modified for this parameter. Therefore, the modified model for excess rain was able to simulate the grain yield of Sabalan winter wheat under irrigated and rainfed conditions in the Maragheh area even for years with high rainfall during the growing season in spring and summer. Finally, the modified model was validated by data obtained for Alamoot cultivar and the results indicated that there was no significant differences at 5% level between measured and predicted grain yield. Key words: Crop modeling, grain yield simulation, winter wheat cultivar.

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Claims 8

Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

The model simulated grain yield of winter wheat satisfactorily under irrigated conditions.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
irrigated conditione2
Outcome
grain yielde2
Comparator
measured grain yieldse1
Setting
Maragheh area (Eastern Azarbayejan province) of Irane0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Evaluation and modification of model for the prediction of wheat yield at Iran region”

✓ located verbatim in the source · title, characters 0–85 · show in text ↑
e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e1

“The simulated and measured grain yields were compared”

✓ located verbatim in the source · abstract, characters 265–318 · show in text ↑
e2

“Results show that the model was simulated satisfactory for the grain yield under irrigated condition, but the model was not able to simulate the grain yield under rainfed condition”

✓ located verbatim in the source · abstract, characters 320–500 · show in text ↑
Method / resourceobservedoriginal resultnegativesimulated

Claim · model-written summary

The model could not simulate grain yield of winter wheat under rainfed conditions.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
rainfed conditione2
Outcome
grain yielde2
Comparator
measured grain yieldse1
Setting
Maragheh area (Eastern Azarbayejan province) of Irane0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Evaluation and modification of model for the prediction of wheat yield at Iran region”

✓ located verbatim in the source · title, characters 0–85 · show in text ↑
e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e1

“The simulated and measured grain yields were compared”

✓ located verbatim in the source · abstract, characters 265–318 · show in text ↑
e2

“Results show that the model was simulated satisfactory for the grain yield under irrigated condition, but the model was not able to simulate the grain yield under rainfed condition”

✓ located verbatim in the source · abstract, characters 320–500 · show in text ↑
Method / resourceobservedoriginal resultnegativesimulated

Claim · model-written summary

Simulated grain yield of winter wheat under rainfed conditions was lower than observed values.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
rainfed conditione4
Outcome
simulated grain yielde4
Direction
lesse4
Comparator
observed valuese4

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e4

“The simulated grain yield was less than observed values under rainfed condition”

✓ located verbatim in the source · abstract, characters 502–581 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

Changing the soil readily available water coefficient from 0.65 to 0.90 was used for rainfed grain yield simulation.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
coefficient of soil readily available watere5
Outcome
rainfed grain yield simulatione5
Value
0.65 to 0.90e5

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e5

“the coefficient of soil readily available water was changed from 0.65 to 0.90 for rainfed grain yield simulation”

✓ located verbatim in the source · abstract, characters 671–783 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

The modified model properly simulated rainfed grain yield of winter wheat.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
rainfed conditione6
Outcome
grain yielde6
Comparator
measured grain yieldse1

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e1

“The simulated and measured grain yields were compared”

✓ located verbatim in the source · abstract, characters 265–318 · show in text ↑
e6

“The modified model properly simulated the grain yield under rainfed condition”

✓ located verbatim in the source · abstract, characters 879–956 · show in text ↑
Method / resourceobservedoriginal resultnegativesimulated

Claim · model-written summary

The model could not simulate grain yield in the high-rainfall crop year 2001-2002, attributed to plant disease infection with rainfall above 140 mm.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
high rainfall during the growing season in spring and summere7
Outcome
grain yielde7
Value
more than 140 mme2
Qualifier
due to plant disease infectione7

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e7

“it was found that this model was not able to simulate the grain yield for crop year (2001 - 2002) with high rainfall during the growing season in spring and summer due to plant disease infection”

✓ located verbatim in the source · abstract, characters 971–1165 · show in text ↑
e2

“The amount of this rainfall was more than 140 mm”

✓ located verbatim in the source · abstract, characters 1167–1215 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

The modified model for excess rain simulated grain yield under irrigated and rainfed conditions even in years with high rainfall.

Taxon
winter wheatTriticum aestivume0
Material
Sabalan cul.e0
Treatment
excess raine2
Outcome
grain yielde2
Comparator
measured grain yieldse1
Setting
Maragheh areae2

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“simulation of winter wheat (Sabalan cul.) under irrigated and rainfed conditions in Maragheh area (Eastern Azarbayejan province) of Iran”

✓ located verbatim in the source · abstract, characters 66–202 · show in text ↑
e1

“The simulated and measured grain yields were compared”

✓ located verbatim in the source · abstract, characters 265–318 · show in text ↑
e2

“the modified model for excess rain was able to simulate the grain yield of Sabalan winter wheat under irrigated and rainfed conditions in the Maragheh area even for years with high rainfall during the growing season in spring and summer”

✓ located verbatim in the source · abstract, characters 1274–1510 · show in text ↑
Method / resourceobservedoriginal resultno effectnot significant (as stated)simulated

Claim · model-written summary

The modified model validated on Alamoot cultivar showed no significant difference from measured grain yield at the 5% level.

Material
Alamoot cultivare1
Outcome
grain yielde1
Comparator
measured and predicted grain yielde1

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Evaluation and modification of model for the prediction of wheat yield at Iran region”

✓ located verbatim in the source · title, characters 0–85 · show in text ↑
e1

“the modified model was validated by data obtained for Alamoot cultivar and the results indicated that there was no significant differences at 5% level between measured and predicted grain yield”

✓ located verbatim in the source · abstract, characters 1521–1714 · show in text ↑