Paper · 2021 · Journal of Experimental Botany

Quantification of the pluriannual dynamics of grapevine growth responses to nitrogen supply using a Bayesian approach

Sylvain Vrignon-Brenas; Bénédicte Fontez; Anne Bisson; et al.

6
claims
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verbatim quotes
4
citations
4
research areas
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Open access

Abstract

The effect of nitrogen (N) nutrition on grapevine carbon (C) dynamics has been well studied at the annual scale, but poorly addressed at a pluriannual timescale. The aim of this study was to quantify, in an integrated conceptual framework, the effect of N nutrition on potted grapevine growth and storage over 2 consecutive years. The consequences of using destructive measurements were investigated using a hierarchical Bayesian model. The rate and duration of leaf growth were both positively impacted by the chlorophyll content of the leaves, but they were negatively impacted by the initial carbohydrate measurements, raising a distortion in the estimation of initial reserves. The C production per unit of global radiation depended on the leaf area dynamics. The allocation of dry matter mainly relied on the phenological stage. The present study highlights the importance of using appropriate statistical methods to overcome uncertainties due to destructive measurements. The genericity of the statistical approach presented may encourage its implementation in other agronomy studies. Based on our results, a simple conceptual framework of grapevine pluriannual growth under various N supplies was built. This provides a relevant basis for a future model of C and N balance and responses to N fertilization in grapevine.

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Claims 6

Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Leaf chlorophyll content positively related to leaf growth rate and duration.

Compound
chlorophyll contente0
Outcome
rate and duration of leaf growthe0
Direction
positively impactede0

Not reportedTaxon

Verbatim

e0

“The rate and duration of leaf growth were both positively impacted by the chlorophyll content of the leaves”

✓ located verbatim in the source · abstract, characters 437–544 · show in text ↑
t0

“grapevine”

✓ located verbatim in the source · title, characters 46–55 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Initial carbohydrate measurements negatively related to leaf growth rate and duration.

Taxon
grapevineVitist0
Compound
initial carbohydrate measurementse0
Direction
negatively impactede0

Not reportedOutcome

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

Vitis
Vitis · Taxon · picture of the genus (one of its species)Victor M. Vicente Selvas · Public domain · Wikimedia Commons ↗

Verbatim

e0

“they were negatively impacted by the initial carbohydrate measurements”

✓ located verbatim in the source · abstract, characters 550–620 · show in text ↑
t0

“grapevine”

✓ located verbatim in the source · title, characters 46–55 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Carbon production per global radiation unit depended on leaf area dynamics.

Taxon
grapevineVitist0
Organ / stage
leaf area dynamicse0
Outcome
C production per unit of global radiatione0

Not reportedDirection

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

Vitis
Vitis · Taxon · picture of the genus (one of its species)Victor M. Vicente Selvas · Public domain · Wikimedia Commons ↗

Verbatim

e0

“The C production per unit of global radiation depended on the leaf area dynamics”

✓ located verbatim in the source · abstract, characters 682–762 · show in text ↑
t0

“grapevine”

✓ located verbatim in the source · title, characters 46–55 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Dry matter allocation mainly depended on phenological stage.

Taxon
grapevineVitist0
Organ / stage
phenological stagee0
Outcome
allocation of dry mattere0

Not reportedDirection

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

Vitis
Vitis · Taxon · picture of the genus (one of its species)Victor M. Vicente Selvas · Public domain · Wikimedia Commons ↗

Verbatim

e0

“The allocation of dry matter mainly relied on the phenological stage”

✓ located verbatim in the source · abstract, characters 764–832 · show in text ↑
t0

“grapevine”

✓ located verbatim in the source · title, characters 46–55 · show in text ↑
Method / resourceauthor interpretationoriginal resultmeasured

Claim · model-written summary

The Bayesian statistical approach addressed uncertainty from destructive measurements.

Outcome
uncertainties due to destructive measurementse0
Comparator
destructive measurementse0

Verbatim

e0

“The present study highlights the importance of using appropriate statistical methods to overcome uncertainties due to destructive measurements”

✓ located verbatim in the source · abstract, characters 834–976 · show in text ↑
Method / resourceauthor interpretationoriginal resultmeasured

Claim · model-written summary

A conceptual framework of grapevine growth across nitrogen supplies was built.

Outcome
conceptual framework of grapevine pluriannual growthe0
Value
various N suppliese0

Verbatim

e0

“a simple conceptual framework of grapevine pluriannual growth under various N supplies was built”

✓ located verbatim in the source · abstract, characters 1113–1209 · show in text ↑