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Nitrogen and phosphorus cycling in an ombrotrophic peatland: a benchmark for assessing change

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Abstract

Aims

Slow decomposition and isolation from groundwater mean that ombrotrophic peatlands store a large amount of soil carbon (C) but have low availability of nitrogen (N) and phosphorus (P). To better understand the role these limiting nutrients play in determining the C balance of peatland ecosystems, we compile comprehensive N and P budgets for a forested bog in northern Minnesota, USA.

Methods

N and P within plants, soils, and water are quantified based on field measurements. The resulting empirical dataset are then compared to modern-day, site-level simulations from the peatland land surface version of the Energy Exascale Earth System Model (ELM-SPRUCE).

Results

Our results reveal N is accumulating in the ecosystem at 0.2 ± 0.1 g N m−2 year−1 but annual P inputs to this ecosystem are balanced by losses. Biomass stoichiometry indicates that plant functional types differ in N versus P limitation, with trees exhibiting a stronger N limitation than ericaceous shrubs or Sphagnum moss. High biomass and productivity of Sphagnum results in the moss layer storing and cycling a large proportion of plant N and P. Comparing our empirically-derived nutrient budgets to ELM-SPRUCE shows the model captures N cycling within dominant plant functional types well.

Conclusions

The nutrient budgets and stoichiometry presented serve as a baseline for quantifying the nutrient cycling response of peatland ecosystems to both observed and simulated climate change. Our analysis improves our understanding of N and P dynamics within nutrient-limited peatlands and represents a crucial step toward improving C-cycle projections into the twenty-first century.

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Data availability

Data associated with this manuscript are publicly available and full citations for data products are listed under “References to data products and documentation” Throughout the text, citations for data products will be annotated with “data citation” to differentiate them from literature citations. Table 1 also includes DOIs and hyperlinks to specific data products included in this analysis.

References to data products and documentation

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  • Graham JD, Glenn NF, Spaete LP (2019) SPRUCE terrestrial laser scanning of experimental plots beginning in 2015. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.067/1515552

  • Hanson PJ, Riggs JS, Dorrance C, Nettles WR, Hook LA (2015) SPRUCE environmental monitoring data: 2010–2016. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.3334/CDIAC/spruce.001

  • Hanson PJ, Phillips JR, Wullschleger SD, Nettles WR, Warren JM, Ward EJ, Graham JD (2018a) SPRUCE tree growth assessments of picea and larix in S1-bog plots and SPRUCE experimental plots beginning in 2011. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.051/1433836

  • Hanson PJ, Phillips JR, Brice DJ, Hook LA (2018b) SPRUCE Shrub-Layer Growth Assessments in S1-Bog Plots and SPRUCE Experimental Plots beginning in 2010. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.052/1433837

  • Heiderman RR, Nettles WR, Ontl TA, Latimer JM, Richardson AD, Hanson PJ (2018) SPRUCE manual phenology observations and photographs beginning in 2010. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.054/1444106

  • Iversen CM, Hanson PJ, Brice DJ, Phillips JR, McFarlane KJ, Hobbie EA, Kolka RK (2014) SPRUCE peat physical and chemical characteristics from experimental plot cores, 2012. Oak Ridge National Laboratory, TES SFA, U.S.A. https://doi.org/10.3334/CDIAC/spruce.005

  • Iversen CM, Powell AS, McCormack ML, Blackwood CB, Freschet GT, Kattge J, Roumet C, Stover DB, Soudzilovskaia NA, Valverde-Barrantes OJ, van Bodegom PM, Violle C (2018) Fine-root ecology database (FRED): a global collection of root trait data with coincident site, vegetation, edaphic, and climatic data, version 2. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/ornlsfa.012/1417481.

  • Iversen CM, Brice DJ, Childs J, Vander Stel HM, Salmon VG (2021) SPRUCE S1 bog production of newly-grown fine roots assessed using root ingrowth cores in 2013. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.091/1782483

  • Jensen AM, Warren JM, Hook LA, Wullschleger SD, Brice DJ, Childs J, Vander Stel HM (2018) SPRUCE S1 bog pretreatment seasonal photosynthesis and respiration of trees, shrubs, and herbaceous plants, 2010–2015. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.3334/CDIAC/spruce.008

  • Malhotra A, Brice DJ, Childs J, Vander Stel HM, Bellaire SE, Kraeske E, Letourneau SM, Owens L, Rasnake LM, Iversen CM (2020) SPRUCE production and chemistry of newly-grown fine roots assessed using root ingrowth cores in SPRUCE experimental plots beginning in 2014. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.077/1607860

  • Norby RJ, Childs J (2018) SPRUCE: sphagnum productivity and community composition in the SPRUCE experimental plots. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.049/1426474

  • Norby RJ, Childs J, Brice D (2020) SPRUCE: sphagnum carbon, nitrogen and phosphorus concentrations in the SPRUCE experimental plots. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.084/1647361

  • Phillips JR, Brice DJ, Hanson PJ, Childs J, Iversen CM, Norby RJ, Warren JM (2017) SPRUCE pretreatment plant tissue analyses, 2009 through 2013. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.3334/CDIAC/spruce.038

  • Phillips JR, Hanson PJ, Warren JM (2021) SPRUCE plant tissue analyses from experimental plots beginning 2017. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.090/1780604

  • R Core Team (2020) R: a language and environment for statistical computing. https://www.r-project.org/

  • Sebestyen SD, Griffiths NA (2016) SPRUCE enclosure corral and sump system: description, operation, and calibration. Climate Change Science Institute, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.3334/CDIAC/spruce.030

  • Sebestyen SD, Funke MM, Cotner J, Larson JT, Aspelin NA (2017) Water chemistry data for studies of the biodegradability of dissolved organic matter in peatland catchments at the Marcell Experimental Forest: 2009–2011, Forest Service Research Data Archive, Fort Collins, CO. https://doi.org/10.2737/RDS-2017-0067

  • Sebestyen SD, Griffiths NA, Oleheiser KC, Stelling JM (2020) SPRUCE precipitation chemistry and bulk atmospheric deposition beginning in 2013. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.085/1664397

  • Sebestyen SD, Griffiths NA, Oleheiser KC, Stelling JM, Pierce CE, Nater EA, Wilson RM, Chanton JP, Hall SJ, Curtinrich HJ, Toner BM, Kolka RK (2021) SPRUCE outflow chemistry data for experimental plots beginning in 2016. Oak Ridge National Laboratory, TES SFA, U.S. Department of Energy, Oak Ridge, Tennessee, U.S.A. https://doi.org/10.25581/spruce.088/1775142

  • Verry ES (2018) Marcell experimental watersheds 1968 vegetation survey data. Fort Collins, CO: Forest Service Research Data Archive. https://doi.org/10.2737/RDS-2018-0016

References to peer-reviewed literature

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Acknowledgements

We would like to thank Robert Nettles, Kyle Pearson, Ryan Heiderman, Leslie A. Hook, Holly Vander Stel, Anna Jensen, Eric Ward, Keith Oleheiser, Anne Gapinski, Mitchell Olds, Madeline Wiley, Leigh Kastenson, Reid Peterson, Ben Munson, Anna Hall, Dustin Woodruff and Stan D. Wullschleger for helping with field data collection and lab work. The authors from ORNL are supported by the U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research. ORNL is managed by UT-Battelle, LLC, for the DOE under contract DE-AC05-1008 00OR22725. The USDA Forest Service funded contributions of SDS and RKK in support of the SPRUCE Experiment. This work was supported in part by a grant from the National Science Foundation (DEB 1754756) to JEK. Nathan Armistead (ORNL) helped conceptualize and construct Figure 1. This manuscript was significantly improved by comments from two anonymous reviewers and Tim Moore (McGill University).

This manuscript has been authored by UT-Battelle, LLC, under contract DE-AC05-00OR22725 with the US Department of Energy (DOE). The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).

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Contributions

VGS collated and analyzed data, wrote the manuscript and incorporated feedback from SB, NAG, KH, CMI, TMJ, RK, JK, AM, RJN, JRP, DR, CWS, SS, XS, AW, JW, DW, XY, and PRH. JG, DR,XS, and XY contributed novel methods and/or model simulations. SB, JG, NAG, TMJ, JK, AM, and SS analyzed data. All authors performed research, conceived of this study, and/or provided substantive feedback on the manuscript and analysis.

Corresponding author

Correspondence to Verity G. Salmon.

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The authors have no conflict of interest.

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Communicated by Manuel Delgado-Baquerizo.

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Salmon, V.G., Brice, D.J., Bridgham, S. et al. Nitrogen and phosphorus cycling in an ombrotrophic peatland: a benchmark for assessing change. Plant Soil 466, 649–674 (2021). https://doi.org/10.1007/s11104-021-05065-x

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