Paper · 2026 · Journal of Ecology

Biophysical regulation of ecosystem carbon use efficiency in a temperate grassland through nitrogen use efficiency and canopy structure under deepened snow

Ping Li; Zhou Jia; Yuntao Wu; et al.

13
claims
27
verbatim quotes
0
citations
3
research areas
—
Not open access

Abstract

Abstract Ecosystem carbon use efficiency (CUE) is a key indicator of an ecosystem's capacity to function as a carbon sink. While previous studies have predominantly focused on how climate and resource availability affect CUE through physiological processes during the growing season, the role of canopy structure in regulating carbon and energy exchange, especially its interactions with winter climate processes and nitrogen use efficiency (NUE) in shaping ecosystem CUE in semi‐arid grasslands, remains insufficiently understood. Here, we conducted a 5‐year snow manipulation experiment in a temperate grassland to investigate the effects of deepened snow on ecosystem CUE. We measured ecosystem carbon fluxes, soil nitrogen concentration, species biomass, plants' nitrogen concentration, canopy height and cover and species composition. We found that deepened snow increased soil nitrogen availability, while the concurrent rise in soil moisture facilitated nutrient acquisition and utilization. Together, these changes supported greater biomass accumulation per unit of nitrogen uptake, thereby enhancing NUE. In addition, deepened snow favoured the dominance of C3 grasses, which generally exhibit higher NUE and greater height than C3 forbs, providing a second pathway that further elevated community‐level NUE. The enhanced NUE, through both physiological efficiency and compositional shifts, promoted biomass production and facilitated the development of larger canopy volumes. Larger canopy volumes under deepened snow increased gross primary production through improved light interception, while the associated increase in autotrophic maintenance respiration was moderated by higher NUE. Besides, denser canopies reduced understorey temperatures throughout the day, particularly at night, thereby suppressing heterotrophic respiration. Ultimately, deepened snow increased ecosystem CUE by enhancing carbon uptake while limiting respiratory carbon losses. Synthesis . These findings demonstrated the crucial role of biophysical processes associated with canopy structure and NUE in regulating ecosystem CUE, which has been largely overlooked in previous studies. We also highlight the importance of winter processes in shaping carbon sequestration dynamics and their potential to modulate future grassland responses to climate change.

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Claims 13

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Deepened snow increased soil nitrogen availability.

Taxon
temperate grasslandt0
Treatment
deepened snowe0
Outcome
soil nitrogen availabilitye0
Direction
increasede0

Not reportedComparator

Verbatim

e0

“deepened snow increased soil nitrogen availability”

✓ located verbatim in the source · abstract, characters 854–904 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Deepened snow raised soil moisture.

Taxon
temperate grasslandt0
Treatment
deepened snowe1
Outcome
soil moisturee0
Direction
risee0

Not reportedComparator

Verbatim

e0

“the concurrent rise in soil moisture facilitated nutrient acquisition and utilization”

✓ located verbatim in the source · abstract, characters 912–997 · show in text ↑
e1

“deepened snow increased soil nitrogen availability”

✓ located verbatim in the source · abstract, characters 854–904 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Greater soil moisture facilitated nutrient acquisition and utilization.

Taxon
temperate grasslandt0
Outcome
nutrient acquisition and utilizatione0
Qualifier
rise in soil moisturee0

Verbatim

e0

“the concurrent rise in soil moisture facilitated nutrient acquisition and utilization”

✓ located verbatim in the source · abstract, characters 912–997 · show in text ↑
e1

“deepened snow increased soil nitrogen availability”

✓ located verbatim in the source · abstract, characters 854–904 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Deepened snow increased biomass accumulated per unit nitrogen uptake and NUE.

Taxon
temperate grasslandt0
Treatment
deepened snowe1
Outcome
biomass accumulation per unit of nitrogen uptakee0
Direction
greatere0

Not reportedComparator

Verbatim

e0

“Together, these changes supported greater biomass accumulation per unit of nitrogen uptake, thereby enhancing NUE.”

✓ located verbatim in the source · abstract, characters 999–1113 · show in text ↑
e1

“deepened snow increased soil nitrogen availability”

✓ located verbatim in the source · abstract, characters 854–904 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Deepened snow favored C3 grass dominance.

Taxon
C3 grassese0
Treatment
deepened snowe0
Outcome
dominance of C3 grassese0
Direction
favourede0

Not reportedComparator

Verbatim

e0

“deepened snow favoured the dominance of C3 grasses”

✓ located verbatim in the source · abstract, characters 1127–1177 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

C3 grasses had generally higher NUE and height than C3 forbs.

Taxon
C3 grassese0
Outcome
NUE and greater heighte0
Direction
highere0
Comparator
C3 forbse0

Verbatim

e0

“C3 grasses, which generally exhibit higher NUE and greater height than C3 forbs”

✓ located verbatim in the source · abstract, characters 1167–1246 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Enhanced NUE promoted biomass production.

Taxon
temperate grasslandt0
Outcome
biomass productione0
Qualifier
enhanced NUEe0

Verbatim

e0

“The enhanced NUE, through both physiological efficiency and compositional shifts, promoted biomass production”

✓ located verbatim in the source · abstract, characters 1318–1427 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Enhanced NUE supported larger canopy volumes.

Taxon
temperate grasslandt0
Outcome
larger canopy volumese0
Qualifier
enhanced NUEe0

Verbatim

e0

“The enhanced NUE, through both physiological efficiency and compositional shifts, promoted biomass production and facilitated the development of larger canopy volumes.”

✓ located verbatim in the source · abstract, characters 1318–1485 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Larger canopy volumes increased gross primary production through light interception.

Taxon
temperate grasslandt0
Outcome
gross primary productione0
Qualifier
improved light interceptione0

Verbatim

e0

“Larger canopy volumes under deepened snow increased gross primary production through improved light interception”

✓ located verbatim in the source · abstract, characters 1486–1598 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Higher NUE moderated the associated increase in autotrophic maintenance respiration.

Taxon
temperate grasslandt0
Outcome
autotrophic maintenance respiratione0
Qualifier
higher NUEe0

Verbatim

e0

“the associated increase in autotrophic maintenance respiration was moderated by higher NUE”

✓ located verbatim in the source · abstract, characters 1606–1696 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

Denser canopies reduced understorey temperatures, especially at night.

Taxon
temperate grasslandt0
Outcome
understorey temperaturese0
Qualifier
particularly at nighte0

Verbatim

e0

“denser canopies reduced understorey temperatures throughout the day, particularly at night”

✓ located verbatim in the source · abstract, characters 1707–1797 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Denser canopies suppressed heterotrophic respiration via cooling.

Taxon
temperate grasslandt0
Outcome
heterotrophic respiratione0
Qualifier
reduced understorey temperaturese0

Verbatim

e0

“denser canopies reduced understorey temperatures throughout the day, particularly at night, thereby suppressing heterotrophic respiration”

✓ located verbatim in the source · abstract, characters 1707–1844 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Deepened snow increased ecosystem carbon use efficiency.

Taxon
temperate grasslandt0
Treatment
deepened snowe0
Outcome
ecosystem CUEe0
Direction
increasede0

Not reportedComparator

Verbatim

e0

“deepened snow increased ecosystem CUE by enhancing carbon uptake while limiting respiratory carbon losses”

✓ located verbatim in the source · abstract, characters 1858–1963 · show in text ↑
t0

“temperate grassland”

✓ located verbatim in the source · title, characters 63–82 · show in text ↑