Paper · 2014 · PLoS ONE

Assessment of the AquaCrop Model for Use in Simulation of Irrigated Winter Wheat Canopy Cover, Biomass, and Grain Yield in the North China Plain

Xiu-liang Jin; Hai-kuan Feng; Xin-kai Zhu; et al.

8
claims
15
verbatim quotes
92
citations
3
research areas
✓
Open access · cc-by

Abstract

Improving winter wheat water use efficiency in the North China Plain (NCP), China is essential in light of current irrigation water shortages. In this study, the AquaCrop model was used to calibrate, and validate winter wheat crop performance under various planting dates and irrigation application rates. All experiments were conducted at the Xiaotangshan experimental site in Beijing, China, during seasons of 2008/2009, 2009/2010, 2010/2011 and 2011/2012. This model was first calibrated using data from 2008/2009 and 2009/2010, and subsequently validated using data from 2010/2011 and 2011/2012. The results showed that the simulated canopy cover (CC), biomass yield (BY) and grain yield (GY) were consistent with the measured CC, BY and GY, with corresponding coefficients of determination (R(2)) of 0.93, 0.91 and 0.93, respectively. In addition, relationships between BY, GY and transpiration (T), (R(2) = 0.57 and 0.71, respectively) was observed. These results suggest that frequent irrigation with a small amount of water significantly improved BY and GY. Collectively, these results indicate that the AquaCrop model can be used in the evaluation of various winter wheat irrigation strategies. The AquaCrop model predicted winter wheat CC, BY and GY with acceptable accuracy. Therefore, we concluded that AquaCrop is a useful decision-making tool for use in efforts to optimize wheat winter planting dates, and irrigation strategies.

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 8

Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

AquaCrop simulated wheat canopy cover consistently with measurements at R² 0.93.

Taxon
Winter WheatTriticum aestivumt0
Outcome
canopy cover (CC)e0
Value
0.93e0
Comparator
measured CCe0

Not reportedDirection

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

“simulated canopy cover (CC), biomass yield (BY) and grain yield (GY) were consistent with the measured CC, BY and GY, with corresponding coefficients of determination (R(2)) of 0.93, 0.91 and 0.93, respectively”

✓ located verbatim in the source · abstract, characters 628–838 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

AquaCrop simulated biomass yield consistently with measurements at R² 0.91.

Taxon
Winter WheatTriticum aestivumt0
Outcome
biomass yield (BY)e0
Value
0.91e0
Comparator
measured CC, BY and GYe0

Not reportedDirection

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

“simulated canopy cover (CC), biomass yield (BY) and grain yield (GY) were consistent with the measured CC, BY and GY, with corresponding coefficients of determination (R(2)) of 0.93, 0.91 and 0.93, respectively”

✓ located verbatim in the source · abstract, characters 628–838 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

AquaCrop simulated grain yield consistently with measurements at R² 0.93.

Taxon
Winter WheatTriticum aestivumt0
Outcome
grain yield (GY)e0
Value
0.93e0
Comparator
measured CC, BY and GYe0

Not reportedDirection

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

“simulated canopy cover (CC), biomass yield (BY) and grain yield (GY) were consistent with the measured CC, BY and GY, with corresponding coefficients of determination (R(2)) of 0.93, 0.91 and 0.93, respectively”

✓ located verbatim in the source · abstract, characters 628–838 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Biomass yield was related to transpiration with R² 0.57.

Taxon
Winter WheatTriticum aestivumt0
Outcome
BYe0
Value
0.57e0
Comparator
transpiration (T)e0

Not reportedDirection

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

“relationships between BY, GY and transpiration (T), (R(2) = 0.57 and 0.71, respectively) was observed”

✓ located verbatim in the source · abstract, characters 853–954 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Grain yield was related to transpiration with R² 0.71.

Taxon
Winter WheatTriticum aestivumt0
Outcome
GYe0
Value
0.71e0
Comparator
transpiration (T)e0

Not reportedDirection

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

“relationships between BY, GY and transpiration (T), (R(2) = 0.57 and 0.71, respectively) was observed”

✓ located verbatim in the source · abstract, characters 853–954 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Frequent small irrigations significantly improved biomass yield.

Taxon
Winter WheatTriticum aestivumt0
Treatment
frequent irrigation with a small amount of watere0
Outcome
BYe0
Direction
improvede0

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

“frequent irrigation with a small amount of water significantly improved BY and GY”

✓ located verbatim in the source · abstract, characters 983–1064 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Frequent small irrigations significantly improved grain yield.

Taxon
Winter WheatTriticum aestivumt0
Treatment
frequent irrigation with a small amount of watere0
Outcome
GYe0
Direction
improvede0

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

“frequent irrigation with a small amount of water significantly improved BY and GY”

✓ located verbatim in the source · abstract, characters 983–1064 · show in text ↑
t0

“Winter Wheat”

✓ located verbatim in the source · title, characters 68–80 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors regard AquaCrop as useful for optimizing wheat planting dates and irrigation.

Outcome
optimize wheat winter planting dates, and irrigation strategiese0

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

“AquaCrop is a useful decision-making tool for use in efforts to optimize wheat winter planting dates, and irrigation strategies”

✓ located verbatim in the source · abstract, characters 1315–1442 · show in text ↑

irrigation · yield · Triticum aestivum (wheat)Positive and negative results

989 papers: 798 positive, 191 negative or no effect

797 papers in the same direction as this paper · 184 in the opposite direction · 7 reporting no difference from an alternative

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