Paper · 2025 · Plant Phenomics

Influence of fertilization on the dynamics of energy use in wheat

Xiuping Liu; Yunzhou Qiao; Zhenlin Tian; et al.

12
claims
24
verbatim quotes
2
citations
3
research areas
✓
Open access · cc-by

Abstract

Plant energy use is fundamental to plant survival and growth. However, we still lack effective means to quantify plant energy use strategies. This study introduced a concept quantifying the light level at which photochemical and non-photochemical energy use in plants are in equilibrium — the photochemical compensation point (PCCP) which can be determined with chlorophyll fluorescence measurements. We used winter wheat as a test case to explore the dynamics of PCCP and its physiological and biochemical regulations. Winter wheat PCCP decreased significantly across growth stages from jointing to grain filling. Long-term nitrogen and phosphate (NP) fertilization significantly increased PCCP, whereas potassium (K) and manure (M) fertilizer supplementation had negligible effects. PCCP exhibited significant positive correlations with leaf thickness, leaf P and sulfur (S), and stomatal conductance ( g s ) across all growth stages. All manure-amended treatments exhibited positive correlations of PCCP with leaf N, P, K and g s , and negative correlations with leaf calcium (Ca). Random forest analysis revealed that g s was the most significant predictor of PCCP variation, followed by leaf P, iWUE , and leaf thickness across all treatments. We suggest that plant energy use strategies are strongly coupled with plant water use strategies and nutrient availability through a complex interplay of effects on physiological and biochemical traits.

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 12

Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Winter wheat PCCP decreased significantly across growth stages from jointing to grain filling.

Taxon
Winter wheatTriticum aestivume0
Organ / stage
jointing to grain fillinge0
Outcome
PCCPe0
Direction
decreasede0

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

“Winter wheat PCCP decreased significantly across growth stages from jointing to grain filling”

✓ located verbatim in the source · abstract, characters 520–613 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Long-term nitrogen and phosphate (NP) fertilization significantly increased wheat PCCP.

Treatment
Long-term nitrogen and phosphate (NP) fertilizatione0
Outcome
PCCPe0
Direction
increasede0

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

“Long-term nitrogen and phosphate (NP) fertilization significantly increased PCCP”

✓ located verbatim in the source · abstract, characters 615–695 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Potassium (K) supplementation had negligible effects on wheat PCCP.

Treatment
potassium (K)e0
Outcome
PCCPe0
Direction
negligible effectse0

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

“Long-term nitrogen and phosphate (NP) fertilization significantly increased PCCP, whereas potassium (K) and manure (M) fertilizer supplementation had negligible effects”

✓ located verbatim in the source · abstract, characters 615–783 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Manure (M) fertilizer supplementation had negligible effects on wheat PCCP.

Treatment
manure (M) fertilizer supplementatione0
Outcome
PCCPe0
Direction
negligible effectse0

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

“Long-term nitrogen and phosphate (NP) fertilization significantly increased PCCP, whereas potassium (K) and manure (M) fertilizer supplementation had negligible effects”

✓ located verbatim in the source · abstract, characters 615–783 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PCCP showed significant positive correlations with leaf thickness across all growth stages.

Organ / stage
leaf thicknesse0
Outcome
PCCPe0
Direction
positive correlationse0
Setting
across all growth stagese0

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

“PCCP exhibited significant positive correlations with leaf thickness, leaf P and sulfur (S), and stomatal conductance ( g s ) across all growth stages”

✓ located verbatim in the source · abstract, characters 785–935 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PCCP showed significant positive correlations with leaf P and sulfur (S) across all growth stages.

Compound
leaf P and sulfur (S)e0
Outcome
PCCPe0
Direction
positive correlationse0
Setting
across all growth stagese0

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

“PCCP exhibited significant positive correlations with leaf thickness, leaf P and sulfur (S), and stomatal conductance ( g s ) across all growth stages”

✓ located verbatim in the source · abstract, characters 785–935 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PCCP showed significant positive correlations with stomatal conductance across all growth stages.

Outcome
PCCPe0
Direction
positive correlationse0
Qualifier
stomatal conductance ( g s )e0
Setting
across all growth stagese0

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

“PCCP exhibited significant positive correlations with leaf thickness, leaf P and sulfur (S), and stomatal conductance ( g s ) across all growth stages”

✓ located verbatim in the source · abstract, characters 785–935 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

In all manure-amended treatments PCCP correlated positively with leaf N, P and K.

Treatment
manure-amended treatmentse0
Compound
leaf N, P, Ke0
Outcome
PCCPe0
Direction
positive correlationse0

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

“All manure-amended treatments exhibited positive correlations of PCCP with leaf N, P, K and g s”

✓ located verbatim in the source · abstract, characters 937–1032 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

In all manure-amended treatments PCCP correlated positively with stomatal conductance (g s).

Treatment
manure-amended treatmentse0
Outcome
PCCPe0
Direction
positive correlationse0
Qualifier
g se0

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

“All manure-amended treatments exhibited positive correlations of PCCP with leaf N, P, K and g s”

✓ located verbatim in the source · abstract, characters 937–1032 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

In all manure-amended treatments PCCP correlated negatively with leaf calcium (Ca).

Treatment
All manure-amended treatmentse0
Compound
leaf calcium (Ca)e1
Direction
negative correlationse1

Not reportedOutcome

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

“All manure-amended treatments”

✓ located verbatim in the source · abstract, characters 937–966 · show in text ↑
e1

“negative correlations with leaf calcium (Ca)”

✓ located verbatim in the source · abstract, characters 1039–1083 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Random forest analysis showed stomatal conductance was the most significant predictor of PCCP variation, followed by leaf P, iWUE and leaf thickness across all treatments.

Treatment
all treatmentse0
Outcome
PCCP variatione0
Qualifier
followed by leaf P, iWUE , and leaf thicknesse0

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

“Random forest analysis revealed that g s was the most significant predictor of PCCP variation, followed by leaf P, iWUE , and leaf thickness across all treatments”

✓ located verbatim in the source · abstract, characters 1085–1247 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑
Mechanismauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Plant energy use strategies are suggested to be strongly coupled with plant water use strategies and nutrient availability.

Outcome
plant energy use strategiese0
Qualifier
strongly coupled with plant water use strategies and nutrient availabilitye0

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

“plant energy use strategies are strongly coupled with plant water use strategies and nutrient availability”

✓ located verbatim in the source · abstract, characters 1265–1371 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 60–65 · show in text ↑

phosphorus · physiology: photosynthesis · Triticum aestivum (wheat)Results differ

25 papers: 23 positive, 2 negative or no effect

22 papers in the same direction as this paper · 2 in the opposite direction

  1. positive
  2. no effect
  3. negative

21 papers more in this group

See all 25 papers →

potassium · physiology: photosynthesis · Triticum aestivum (wheat)Positive and negative results

24 papers: 19 positive, 5 negative or no effect

4 papers in the same direction as this paper · 19 in the opposite direction

  1. positive
  2. positive
  3. positive

20 papers more in this group

See all 24 papers →

nitrogen · physiology: photosynthesis · Triticum aestivum (wheat)Positive and negative results

120 papers: 98 positive, 22 negative or no effect

97 papers in the same direction as this paper · 22 in the opposite direction

  1. negative
  2. negative
  3. no effect

116 papers more in this group

See all 120 papers →

fertilization · physiology: photosynthesis · Triticum aestivum (wheat)Positive and negative results

133 papers: 126 positive, 7 negative or no effect

125 papers in the same direction as this paper · 6 in the opposite direction · 1 reporting no difference from an alternative

  1. no effect
  2. negative
  3. negative

129 papers more in this group

See all 133 papers →

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.