Paper · 2020 · Agronomy

Spatial and Temporal Variability of Spring Barley Yield and Quality Quantified by Crop Simulation Model

Davide Cammarano; Jonathan Holland; Domenico Ronga

3
claims
6
verbatim quotes
34
citations
2
research areas
✓
Open access · cc-by

Abstract

Nitrogen fertilization is the most critical agronomic input affecting barley production and farm profitability. The strict quality requirements for malting barley are challenging to achieve for farmers. In addition, soil variability and weather conditions can affect barley yield and quality. Thus, the objectives of this study are to (a) quantify the variability of soil properties, and (b) use spatial data in a crop simulation model, quantifying the impacts of climate−soil interactions on the barley crop yield and grain quality. Based on historical yield maps, a commercial field was divided into different yield stability zone levels. The Decision Support System for Agrotechnology Transfer model was used to evaluate soil and crop spatial data. The bulk density affected the soil water content and soil mineral N and hence the crop-growing conditions in each yield stability zone. Our observed and simulated results showed that 120 kg N ha−1 is the optimal rate to increase grain yield while still keeping within the grain N% requirements for malting quality. This study shows the great value of integrating crop modeling with on−farm experimental data for improving understanding of the factors which affect site−specific N fertilization of barley.

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 3

Associationobservedoriginal resultmeasured

Claim · model-written summary

Bulk density affected soil water and mineral nitrogen across yield stability zones.

Outcome
soil water content and soil mineral Ne0
Setting
each yield stability zonee0

Not reportedDirection

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

Hordeum vulgare
Hordeum vulgare · TaxonJackyM59 · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The bulk density affected the soil water content and soil mineral N and hence the crop-growing conditions in each yield stability zone”

✓ located verbatim in the source · abstract, characters 752–886 · show in text ↑
t0

“Spring Barley”

✓ located verbatim in the source · title, characters 36–49 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

A rate of 120 kg N ha−1 was optimal for increasing barley grain yield while meeting malting grain nitrogen requirements.

Treatment
120 kg N ha−1e0
Outcome
grain yielde0
Direction
increasee0

Not reportedComparator

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

Hordeum vulgare
Hordeum vulgare · TaxonJackyM59 · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“120 kg N ha−1 is the optimal rate to increase grain yield while still keeping within the grain N% requirements for malting quality”

✓ located verbatim in the source · abstract, characters 935–1065 · show in text ↑
t0

“Spring Barley”

✓ located verbatim in the source · title, characters 36–49 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

A rate of 120 kg N ha−1 kept barley grain nitrogen within malting quality requirements.

Treatment
120 kg N ha−1e0
Outcome
grain N%e0
Direction
keeping withine0

Not reportedComparator

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

Hordeum vulgare
Hordeum vulgare · TaxonJackyM59 · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“120 kg N ha−1 is the optimal rate to increase grain yield while still keeping within the grain N% requirements for malting quality”

✓ located verbatim in the source · abstract, characters 935–1065 · show in text ↑
t0

“Spring Barley”

✓ located verbatim in the source · title, characters 36–49 · show in text ↑

nitrogen · yield · Hordeum vulgare (barley)Positive and negative results

299 papers: 252 positive, 47 negative or no effect

251 papers in the same direction as this paper · 44 in the opposite direction · 3 reporting no difference from an alternative

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  2. negative
  3. no effect

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