Paper · 2022 · Agronomy

Short-term Response of Greenhouse Gas Emissions from Precision Fertilization on Barley

Carolina Fabbri; Anna Dalla Marta; Marco Napoli; et al.

6
claims
16
verbatim quotes
6
citations
2
research areas
✓
Open access · cc-by

Abstract

Precision fertilization is a promising mitigation strategy to reduce environmental impacts of N-fertilization, but the effective benefits of variable-rate fertilization have not yet been fully demonstrated. We evaluated the short-term response (23 days) of GHGs emissions following variable-rate fertilization on barley. Yields, biomass (grains + straw) and different N-use indicators (N uptake, grain protein concentration, recovery efficiency, physiological efficiency, partial factor productivity of applied nutrient, agronomic efficiency and N surplus) were compared. Four N fertilization treatments were performed: (i) conventional– 150 kg ha−1; (ii) variable with granular fertilizer; (iii) variable with foliar liquid supplement; (iv) no fertilization. According to proximal sensing analysis (Greenseeker Handheld) and crop needs, both variable-rate treatments accounted for 35 kg N ha−1. Cumulative GHGs emissions were not significantly different, leading to the conclusion that the sensor-based N application might not be a GHGs mitigation strategy in current experimental conditions. Results showed that both site-specific fertilizations ensured the maintenance of high yields with a significant N rate reduction (approximately by 75%) and a N use improvement. Variable-rate N fertilization, due to similar yields (~6 tons ha−1) than conventional fertilization and higher protein content in foliar treatment (14%), confirms its effectiveness to manage N during the later phases of growing season.

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 6

Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Cumulative GHG emissions under sensor-based N application were not significantly different from conventional fertilization in barley.

Treatment
sensor-based N applicatione1
Outcome
Cumulative GHGs emissionse1
Direction
not significantly differente1
Comparator
conventionale2
Setting
current experimental conditionse1

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

“following variable-rate fertilization on barley”

✓ located verbatim in the source · abstract, characters 272–319 · show in text ↑
e1

“Cumulative GHGs emissions were not significantly different, leading to the conclusion that the sensor-based N application might not be a GHGs mitigation strategy in current experimental conditions”

✓ located verbatim in the source · abstract, characters 896–1092 · show in text ↑
e2

“Four N fertilization treatments were performed: (i) conventional– 150 kg ha−1; (ii) variable with granular fertilizer; (iii) variable with foliar liquid supplement; (iv) no fertilization”

✓ located verbatim in the source · abstract, characters 572–758 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Both site-specific fertilizations maintained high barley yields relative to conventional fertilization.

Treatment
site-specific fertilizationse3
Outcome
high yieldse3
Direction
maintenancee3
Comparator
conventionale2

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

“following variable-rate fertilization on barley”

✓ located verbatim in the source · abstract, characters 272–319 · show in text ↑
e2

“Four N fertilization treatments were performed: (i) conventional– 150 kg ha−1; (ii) variable with granular fertilizer; (iii) variable with foliar liquid supplement; (iv) no fertilization”

✓ located verbatim in the source · abstract, characters 572–758 · show in text ↑
e3

“Results showed that both site-specific fertilizations ensured the maintenance of high yields with a significant N rate reduction (approximately by 75%) and a N use improvement”

✓ located verbatim in the source · abstract, characters 1094–1269 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Site-specific fertilizations reduced the barley N rate by approximately 75% relative to conventional fertilization.

Treatment
site-specific fertilizationse3
Outcome
N ratee3
Direction
reductione3
Value
approximately by 75%e3
Comparator
conventionale2

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

“following variable-rate fertilization on barley”

✓ located verbatim in the source · abstract, characters 272–319 · show in text ↑
e2

“Four N fertilization treatments were performed: (i) conventional– 150 kg ha−1; (ii) variable with granular fertilizer; (iii) variable with foliar liquid supplement; (iv) no fertilization”

✓ located verbatim in the source · abstract, characters 572–758 · show in text ↑
e3

“Results showed that both site-specific fertilizations ensured the maintenance of high yields with a significant N rate reduction (approximately by 75%) and a N use improvement”

✓ located verbatim in the source · abstract, characters 1094–1269 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Site-specific fertilizations improved N use in barley relative to conventional fertilization.

Treatment
site-specific fertilizationse3
Outcome
N usee3
Direction
improvemente3
Comparator
conventionale2

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

“following variable-rate fertilization on barley”

✓ located verbatim in the source · abstract, characters 272–319 · show in text ↑
e2

“Four N fertilization treatments were performed: (i) conventional– 150 kg ha−1; (ii) variable with granular fertilizer; (iii) variable with foliar liquid supplement; (iv) no fertilization”

✓ located verbatim in the source · abstract, characters 572–758 · show in text ↑
e3

“Results showed that both site-specific fertilizations ensured the maintenance of high yields with a significant N rate reduction (approximately by 75%) and a N use improvement”

✓ located verbatim in the source · abstract, characters 1094–1269 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Variable-rate N fertilization gave barley yields similar to conventional fertilization, about 6 t/ha.

Treatment
Variable-rate N fertilizatione4
Outcome
yieldse4
Direction
similare4
Value
~6 tons ha−1e4
Comparator
conventional fertilizatione4

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

“following variable-rate fertilization on barley”

✓ located verbatim in the source · abstract, characters 272–319 · show in text ↑
e4

“Variable-rate N fertilization, due to similar yields (~6 tons ha−1) than conventional fertilization and higher protein content in foliar treatment (14%)”

✓ located verbatim in the source · abstract, characters 1271–1423 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Barley grain protein content was higher in the foliar variable-rate treatment (14%).

Treatment
foliar treatmente4
Outcome
protein contente4
Direction
highere4
Value
14%e4

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

“following variable-rate fertilization on barley”

✓ located verbatim in the source · abstract, characters 272–319 · show in text ↑
e4

“Variable-rate N fertilization, due to similar yields (~6 tons ha−1) than conventional fertilization and higher protein content in foliar treatment (14%)”

✓ located verbatim in the source · abstract, characters 1271–1423 · show in text ↑

nitrogen · environment: emissions · Hordeum vulgare (barley)Positive and negative results

3 papers: 1 positive, 2 negative or no effect

1 paper in the same direction as this paper · 1 reporting no difference from an alternative

  1. positive
  2. negative
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application · quality: protein · Hordeum vulgare (barley)Positive and negative results

16 papers: 13 positive, 3 negative or no effect

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climate site · yield · Hordeum vulgare (barley)Positive and negative results

20 papers: 10 positive, 10 negative or no effect

9 papers in the same direction as this paper · 10 in the opposite direction

  1. no effect
  2. negative
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fertilization · yield · Hordeum vulgare (barley)Positive and negative results

550 papers: 473 positive, 77 negative or no effect

472 papers in the same direction as this paper · 66 in the opposite direction · 11 reporting no difference from an alternative

  1. no effect
  2. negative
  3. negative

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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.