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An analysis of global terrestrial carbon, water and energy dynamics using the carbon–nitrogen coupled CLASS-CTEMN+ model

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  • Huang, Suo
  • Bartlett, Paul
  • Arain, M. Altaf

Abstract

A carbon–nitrogen (C–N) coupled terrestrial ecosystem model, CLASS-CTEMN+, was used to simulate global terrestrial carbon, water, and energy cycles at 0.5-degree spatial resolution from 1901 to 2010. Forcing and initializing data sets from the North American Carbon Program (NACP)—Multi-Scale Synthesis and Terrestrial Model Intercomparison Project (MsTMIP) were used. Two versions of the model (the C–N coupled and the C-only version) were compared. The C–N (C) version of the model simulated global annual total gross ecosystem productivity (GEP) of 122.7 (128.2) PgCyr−1, ecosystem respiration (Re) of 119.1 (122.4) PgCyr−1, net ecosystem productivity (NEP) of 3.64 (5.82) PgCyr−1, net primary productivity (NPP) of 62.7 (67.4) PgCyr−1, latent heat (LE) of 146.2 (167.4) ZJyr−1, sensible heat (H) of 194.0 (162) ZJyr−1, soil organic carbon (SOC) of 1230 (1328) PgC, and total vegetation biomass (Tvg) of 608 (629) PgC, over the 1980–2010 period were comparable to scaled observations and modelling studies in the literature. Our results suggest that altough inclusion of N cycling has not had a large effect on the simulated total global terrestrial ecosystem C budget over this period; however the temporal evolution and spatial distribution of the simulated C budget revealed important influences of the N cycle. Analysis of long-term annual variations in response to evolving climate, CO2 concentration levels, and N deposition over the 1901–2010 period showed largely similar increasing trends in global GEP, Re, NEP and NPP until about 1970, after which the rate of increase was suppressed in the C–N coupled version of the model relative to the C-only version. Spatial plots showed that GEP and Re were reduced in the C–N coupled version of the model over the temperate and boreal regions and in high latitudes, where N limitation is well documented. The strongest response in NEP was in the boreal forests of North America, Northern Europe and Northwestern Asia, which showed decreases in response to the inclusion of a N cycle. Commensurate with the reductions in GEP and NEP, leaf area index (LAI) and total vegetation biomass (Tvg) also showed decreases in the boreal region, while SOC showed wider decreases in temperate, boreal and northern regions.

Suggested Citation

  • Huang, Suo & Bartlett, Paul & Arain, M. Altaf, 2016. "An analysis of global terrestrial carbon, water and energy dynamics using the carbon–nitrogen coupled CLASS-CTEMN+ model," Ecological Modelling, Elsevier, vol. 336(C), pages 36-56.
    • Handle: RePEc:eee:ecomod:v:336:y:2016:i:c:p:36-56
    DOI: 10.1016/j.ecolmodel.2016.05.019
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    References listed on IDEAS

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    1. Huang, Suo & Arain, M. Altaf & Arora, Vivek K. & Yuan, Fengming & Brodeur, Jason & Peichl, Matthias, 2011. "Analysis of nitrogen controls on carbon and water exchanges in a conifer forest using the CLASS-CTEMN+ model," Ecological Modelling, Elsevier, vol. 222(20), pages 3743-3760.
    2. Nicolas Gruber & James N. Galloway, 2008. "An Earth-system perspective of the global nitrogen cycle," Nature, Nature, vol. 451(7176), pages 293-296, January.
    3. Paul Jarvis & Sune Linder, 2000. "Constraints to growth of boreal forests," Nature, Nature, vol. 405(6789), pages 904-905, June.
    4. Martin Jung & Markus Reichstein & Philippe Ciais & Sonia I. Seneviratne & Justin Sheffield & Michael L. Goulden & Gordon Bonan & Alessandro Cescatti & Jiquan Chen & Richard de Jeu & A. Johannes Dolman, 2010. "Recent decline in the global land evapotranspiration trend due to limited moisture supply," Nature, Nature, vol. 467(7318), pages 951-954, October.
    5. David C. Frank & Jan Esper & Christoph C. Raible & Ulf Büntgen & Valerie Trouet & Benjamin Stocker & Fortunat Joos, 2010. "Ensemble reconstruction constraints on the global carbon cycle sensitivity to climate," Nature, Nature, vol. 463(7280), pages 527-530, January.
    6. Xuejun Liu & Ying Zhang & Wenxuan Han & Aohan Tang & Jianlin Shen & Zhenling Cui & Peter Vitousek & Jan Willem Erisman & Keith Goulding & Peter Christie & Andreas Fangmeier & Fusuo Zhang, 2013. "Enhanced nitrogen deposition over China," Nature, Nature, vol. 494(7438), pages 459-462, February.
    7. W. Kolby Smith & Sasha C. Reed & Cory C. Cleveland & Ashley P. Ballantyne & William R. L. Anderegg & William R. Wieder & Yi Y. Liu & Steven W. Running, 2016. "Large divergence of satellite and Earth system model estimates of global terrestrial CO2 fertilization," Nature Climate Change, Nature, vol. 6(3), pages 306-310, March.
    8. Helene C. Muller-Landau, 2009. "Sink in the African jungle," Nature, Nature, vol. 457(7232), pages 969-970, February.
    9. Knute J. Nadelhoffer & Bridget A. Emmett & Per Gundersen & Chris J. Koopmans & Patrick Schleppi & Albert Tietema & Richard F. Wright, 1999. "Nitrogen deposition and carbon sequestration," Nature, Nature, vol. 400(6745), pages 630-630, August.
    10. Yuan, Fengming & Arain, M. Altaf & Black, T. Andrew & Morgenstern, Kai, 2007. "Energy and water exchanges modulated by soil–plant nitrogen cycling in a temperate Pacific Northwest conifer forest," Ecological Modelling, Elsevier, vol. 201(3), pages 331-347.
    11. Knute J. Nadelhoffer & Bridget A. Emmett & Per Gundersen & O. Janne Kjønaas & Chris J. Koopmans & Patrick Schleppi & Albert Tietema & Richard F. Wright, 1999. "Nitrogen deposition makes a minor contribution to carbon sequestration in temperate forests," Nature, Nature, vol. 398(6723), pages 145-148, March.
    12. Huang, Suo & Bartlett, Paul & Arain, M. Altaf, 2016. "Assessing nitrogen controls on carbon, water and energy exchanges in major plant functional types across North America using a carbon and nitrogen coupled ecosystem model," Ecological Modelling, Elsevier, vol. 323(C), pages 12-27.
    13. Martin Heimann & Markus Reichstein, 2008. "Terrestrial ecosystem carbon dynamics and climate feedbacks," Nature, Nature, vol. 451(7176), pages 289-292, January.
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