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Aims <p>As the major carbon sources of soil respiration (R<sub>s</sub>) include the soil organic carbon content (SOC) and the belowground carbon allocation, we aimed to reveal their relative effects on actual CO<sub>2</sub> efflux from soil.</p> Methods <p>We measured soil respiration and additional variables in a dry grassland site in Hungary in the same spatial grid (78 points, 0.63&#xa0;ha) during 23 campaigns over nine years. We used gross primary productivity (GPP) as a proxy for belowground carbon allocation, derived from eddy-covariance measurements and downscaled to the corresponding measuring positions. To visualize the multidimensional data, principal component analysis was performed. To describe the partial effects of the measured variables, general additive models (GAMs) were fitted.</p> Results <p>GPP was found to be the most important predictor variable in the middle of the vegetation period and during drought periods, while soil water content (SWC) proved to be most crucial factor in the first part of the vegetation period and soil temperature (T<sub>s</sub>) dominated in the late season. The overall relative importance of T<sub>s</sub>, SWC, GPP and SOC in GAMs were 36.0%, 32.6%, 30.2% and 1.2%, respectively.</p> Conclusion <p>GPP i.e., the resulting belowground carbon allocation was found to exert a similar influence on R<sub>s</sub> in the models as T<sub>s</sub> and SWC, while the significance of SOC was negligible which could be explained by the quality of SOC available to the microbes. Belowground carbon allocation could be the major driver of R<sub>s</sub> in some phenological phases, therefore it should be incorporated in R<sub>s</sub> models.</p>

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Belowground carbon allocation exerts a stronger influence on soil respiration than soil organic carbon content in a dry temperate grassland

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2025年8月30日

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  • János Balogh,
  • Giulia De Luca,
  • Krisztina Pintér,
  • Zoltán Nagy,
  • Péter Koncz,
  • Gabriella Süle,
  • Györgyi Gelybó,
  • Levente Kardos,
  • Dániel Cserhalmi,
  • Györgyi Kampfl,
  • Sándor Fekete,
  • Szilvia Fóti

摘要

Aims

As the major carbon sources of soil respiration (Rs) include the soil organic carbon content (SOC) and the belowground carbon allocation, we aimed to reveal their relative effects on actual CO2 efflux from soil.

Methods

We measured soil respiration and additional variables in a dry grassland site in Hungary in the same spatial grid (78 points, 0.63 ha) during 23 campaigns over nine years. We used gross primary productivity (GPP) as a proxy for belowground carbon allocation, derived from eddy-covariance measurements and downscaled to the corresponding measuring positions. To visualize the multidimensional data, principal component analysis was performed. To describe the partial effects of the measured variables, general additive models (GAMs) were fitted.

Results

GPP was found to be the most important predictor variable in the middle of the vegetation period and during drought periods, while soil water content (SWC) proved to be most crucial factor in the first part of the vegetation period and soil temperature (Ts) dominated in the late season. The overall relative importance of Ts, SWC, GPP and SOC in GAMs were 36.0%, 32.6%, 30.2% and 1.2%, respectively.

Conclusion

GPP i.e., the resulting belowground carbon allocation was found to exert a similar influence on Rs in the models as Ts and SWC, while the significance of SOC was negligible which could be explained by the quality of SOC available to the microbes. Belowground carbon allocation could be the major driver of Rs in some phenological phases, therefore it should be incorporated in Rs models.