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Meyerholt J, Sickel K, Zaehle S. Ensemble projections elucidate effects of uncertainty in terrestrial nitrogen limitation on future carbon uptake. GLOBAL CHANGE BIOLOGY 2020; 26:3978-3996. [PMID: 32285534 DOI: 10.1111/gcb.15114] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 11/28/2019] [Indexed: 06/11/2023]
Abstract
The magnitude of the nitrogen (N) limitation of terrestrial carbon (C) storage over the 21st century is highly uncertain because of the complex interactions between the terrestrial C and N cycles. We use an ensemble approach to quantify and attribute process-level uncertainty in C-cycle projections by analysing a 30-member ensemble representing published alternative representations of key N cycle processes (stoichiometry, biological nitrogen fixation (BNF) and ecosystem N losses) within the framework of one terrestrial biosphere model. Despite large differences in the simulated present-day N cycle, primarily affecting simulated productivity north of 40°N, ensemble members generally conform with global C-cycle benchmarks for present-day conditions. Ensemble projections for two representative concentration pathways (RCP 2.6 and RCP 8.5) show that the increase in land C storage due to CO2 fertilization is reduced by 24 ± 15% due to N constraints, whereas terrestrial C losses associated with climate change are attenuated by 19 ± 20%. As a result, N cycling reduces projected land C uptake for the years 2006-2099 by 19% (37% decrease to 3% increase) for RCP 2.6, and by 21% (40% decrease to 9% increase) for RCP 8.5. Most of the ensemble spread results from uncertainty in temperate and boreal forests, and is dominated by uncertainty in BNF (10% decrease to 50% increase for RCP 2.6, 5% decrease to 100% increase for RCP 8.5). However, choices about the flexibility of ecosystem C:N ratios and processes controlling ecosystem N losses regionally also play important roles. The findings of this study demonstrate clearly the need for an ensemble approach to quantify likely future terrestrial C-N cycle trajectories. Present-day C-cycle observations only weakly constrain the future ensemble spread, highlighting the need for better observational constraints on large-scale N cycling, and N cycle process responses to global change.
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Affiliation(s)
- Johannes Meyerholt
- Biogeochemical Integration Department, Max Planck Institute for Biogeochemistry, Jena, Germany
- International Max-Planck Research School Global Biogeochemical Cycles, Jena, Germany
| | - Kerstin Sickel
- Biogeochemical Integration Department, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Sönke Zaehle
- Biogeochemical Integration Department, Max Planck Institute for Biogeochemistry, Jena, Germany
- Michael Stifel Center Jena for Data-driven and Simulation Science, Jena, Germany
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Knauer J, Zaehle S, Reichstein M, Medlyn BE, Forkel M, Hagemann S, Werner C. The response of ecosystem water-use efficiency to rising atmospheric CO 2 concentrations: sensitivity and large-scale biogeochemical implications. THE NEW PHYTOLOGIST 2017; 213:1654-1666. [PMID: 28164338 DOI: 10.1111/nph.14288] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Accepted: 09/17/2016] [Indexed: 06/06/2023]
Abstract
Ecosystem water-use efficiency (WUE) is an important metric linking the global land carbon and water cycles. Eddy covariance-based estimates of WUE in temperate/boreal forests have recently been found to show a strong and unexpected increase over the 1992-2010 period, which has been attributed to the effects of rising atmospheric CO2 concentrations on plant physiology. To test this hypothesis, we forced the observed trend in the process-based land surface model JSBACH by increasing the sensitivity of stomatal conductance (gs ) to atmospheric CO2 concentration. We compared the simulated continental discharge, evapotranspiration (ET), and the seasonal CO2 exchange with observations across the extratropical northern hemisphere. The increased simulated WUE led to substantial changes in surface hydrology at the continental scale, including a significant decrease in ET and a significant increase in continental runoff, both of which are inconsistent with large-scale observations. The simulated seasonal amplitude of atmospheric CO2 decreased over time, in contrast to the observed upward trend across ground-based measurement sites. Our results provide strong indications that the recent, large-scale WUE trend is considerably smaller than that estimated for these forest ecosystems. They emphasize the decreasing CO2 sensitivity of WUE with increasing scale, which affects the physiological interpretation of changes in ecosystem WUE.
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Affiliation(s)
- Jürgen Knauer
- Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, 07745, Jena, Germany
- International Max Planck Research School for Global Biogeochemical Cycles (IMPRS-gBGC), 07745, Jena, Germany
| | - Sönke Zaehle
- Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, 07745, Jena, Germany
- Michael-Stifel-Center Jena for Data-Driven and Simulation Science, 07745, Jena, Germany
| | - Markus Reichstein
- Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, 07745, Jena, Germany
- Michael-Stifel-Center Jena for Data-Driven and Simulation Science, 07745, Jena, Germany
| | - Belinda E Medlyn
- Hawkesbury Institute for the Environment, Western Sydney University, Richmond, NSW, 2753, Australia
| | - Matthias Forkel
- Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, 07745, Jena, Germany
- Remote Sensing Research Group, Department of Geodesy and Geoinformation, Technische Universität Wien, 1040, Vienna, Austria
| | - Stefan Hagemann
- Max Planck Institute for Meteorology, 20146, Hamburg, Germany
| | - Christiane Werner
- Department of Ecosystem Physiology, University of Freiburg, 79085, Freiburg, Germany
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Keenan TF, Prentice IC, Canadell JG, Williams CA, Wang H, Raupach M, Collatz GJ. Recent pause in the growth rate of atmospheric CO 2 due to enhanced terrestrial carbon uptake. Nat Commun 2016; 7:13428. [PMID: 27824333 PMCID: PMC5105171 DOI: 10.1038/ncomms13428] [Citation(s) in RCA: 125] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 09/30/2016] [Indexed: 11/09/2022] Open
Abstract
Terrestrial ecosystems play a significant role in the global carbon cycle and offset a large fraction of anthropogenic CO2 emissions. The terrestrial carbon sink is increasing, yet the mechanisms responsible for its enhancement, and implications for the growth rate of atmospheric CO2, remain unclear. Here using global carbon budget estimates, ground, atmospheric and satellite observations, and multiple global vegetation models, we report a recent pause in the growth rate of atmospheric CO2, and a decline in the fraction of anthropogenic emissions that remain in the atmosphere, despite increasing anthropogenic emissions. We attribute the observed decline to increases in the terrestrial sink during the past decade, associated with the effects of rising atmospheric CO2 on vegetation and the slowdown in the rate of warming on global respiration. The pause in the atmospheric CO2 growth rate provides further evidence of the roles of CO2 fertilization and warming-induced respiration, and highlights the need to protect both existing carbon stocks and regions, where the sink is growing rapidly.
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Affiliation(s)
- Trevor F Keenan
- Earth Sciences Division, Lawrence Berkeley National Lab, Berkeley, California 94709, USA.,Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
| | - I Colin Prentice
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia.,Department of Life Sciences, Imperial College London, Silwood Park Campus, Buckhurst Road, Ascot SL5 7PY, UK
| | - Josep G Canadell
- Global Carbon Project, CSIRO Oceans and Atmosphere, Canberra, Australian Capital Territory 2601, Australia
| | - Christopher A Williams
- Department of Biology, Graduate School of Geography, Clark University, Worcester, Massachusetts 01610, USA
| | - Han Wang
- Department of Biological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia.,State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Forestry, Northwest A &F University, Yangling 712100, China
| | - Michael Raupach
- Global Carbon Project, CSIRO Oceans and Atmosphere, Canberra, Australian Capital Territory 2601, Australia
| | - G James Collatz
- Biospheric Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, Maryland 20771, USA
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4
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Zhu Q, Zhuang Q. Improving the quantification of terrestrial ecosystem carbon dynamics over the United States using an adjoint method. Ecosphere 2013. [DOI: 10.1890/es13-00058.1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Kopacz M, Jacob DJ, Henze DK, Heald CL, Streets DG, Zhang Q. Comparison of adjoint and analytical Bayesian inversion methods for constraining Asian sources of carbon monoxide using satellite (MOPITT) measurements of CO columns. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2007jd009264] [Citation(s) in RCA: 130] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Scholze M, Kaminski T, Rayner P, Knorr W, Giering R. Propagating uncertainty through prognostic carbon cycle data assimilation system simulations. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2007jd008642] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Lintner BR, Buermann W, Koven CD, Fung IY. Seasonal circulation and Mauna Loa CO2variability. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006535] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Michalak AM, Hirsch A, Bruhwiler L, Gurney KR, Peters W, Tans PP. Maximum likelihood estimation of covariance parameters for Bayesian atmospheric trace gas surface flux inversions. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2005jd005970] [Citation(s) in RCA: 112] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Michalak AM. A geostatistical approach to surface flux estimation of atmospheric trace gases. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd004422] [Citation(s) in RCA: 127] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Pétron G, Granier C, Khattatov B, Lamarque J, Yudin V, Müller J, Gille J. Inverse modeling of carbon monoxide surface emissions using Climate Monitoring and Diagnostics Laboratory network observations. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd001305] [Citation(s) in RCA: 76] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Gabrielle Pétron
- Service d'Aéronomie Université Paris 6 Paris France
- Also at Atmospheric Chemistry Division, National Center for Atmospheric Research, Boulder, Colorado, USA
| | - Claire Granier
- Service d'Aéronomie Université Paris 6 Paris France
- Also at Aeronomy Laboratory, Cooperative Institute for Research in Environmental Sciences‐National Oceanic and Atmospheric Administration, Boulder, Colorado, USA
- Also at Max‐Planck‐Institut für Meteorologie, Hamburg, Germany
| | - Boris Khattatov
- Atmospheric Chemistry Division National Center for Atmospheric Research Boulder Colorado USA
| | - Jean‐Francois Lamarque
- Atmospheric Chemistry Division National Center for Atmospheric Research Boulder Colorado USA
| | - Valery Yudin
- Atmospheric Chemistry Division National Center for Atmospheric Research Boulder Colorado USA
| | | | - John Gille
- Atmospheric Chemistry Division National Center for Atmospheric Research Boulder Colorado USA
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Schimel DS, House JI, Hibbard KA, Bousquet P, Ciais P, Peylin P, Braswell BH, Apps MJ, Baker D, Bondeau A, Canadell J, Churkina G, Cramer W, Denning AS, Field CB, Friedlingstein P, Goodale C, Heimann M, Houghton RA, Melillo JM, Moore B, Murdiyarso D, Noble I, Pacala SW, Prentice IC, Raupach MR, Rayner PJ, Scholes RJ, Steffen WL, Wirth C. Recent patterns and mechanisms of carbon exchange by terrestrial ecosystems. Nature 2001; 414:169-72. [PMID: 11700548 DOI: 10.1038/35102500] [Citation(s) in RCA: 275] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Knowledge of carbon exchange between the atmosphere, land and the oceans is important, given that the terrestrial and marine environments are currently absorbing about half of the carbon dioxide that is emitted by fossil-fuel combustion. This carbon uptake is therefore limiting the extent of atmospheric and climatic change, but its long-term nature remains uncertain. Here we provide an overview of the current state of knowledge of global and regional patterns of carbon exchange by terrestrial ecosystems. Atmospheric carbon dioxide and oxygen data confirm that the terrestrial biosphere was largely neutral with respect to net carbon exchange during the 1980s, but became a net carbon sink in the 1990s. This recent sink can be largely attributed to northern extratropical areas, and is roughly split between North America and Eurasia. Tropical land areas, however, were approximately in balance with respect to carbon exchange, implying a carbon sink that offset emissions due to tropical deforestation. The evolution of the terrestrial carbon sink is largely the result of changes in land use over time, such as regrowth on abandoned agricultural land and fire prevention, in addition to responses to environmental changes, such as longer growing seasons, and fertilization by carbon dioxide and nitrogen. Nevertheless, there remain considerable uncertainties as to the magnitude of the sink in different regions and the contribution of different processes.
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Affiliation(s)
- D S Schimel
- Max Planck Institute für Biogeochemie, Jena, Germany.
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Martin PH, Nabuurs GJ, Aubinet M, Karjalainen T, Vine EL, Kinsman J, Heath LS. CARBON SINKS IN TEMPERATE FORESTS. ACTA ACUST UNITED AC 2001. [DOI: 10.1146/annurev.energy.26.1.435] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
▪ Abstract In addition to being scientifically exciting, commercially important, and environmentally essential, temperate forests have also become a key diplomatic item in international climate negotiations as potential sinks for carbon. This review presents the methods used to estimate carbon sequestration, identifies the constraints and opportunities for carbon sequestration in temperate forests, addresses the issues raised by the monitoring of carbon sequestration, and analyzes uncertainties pertaining to the sequestration of carbon by temperate forests. This review serves a dual purpose: It aims at informing policy makers about carbon sequestration in temperate forests and at making forest ecologists, biogeochemists, and atmospheric scientists aware of the structure of an international agreement to reduce CO2 and other greenhouse gas emissions and some of the real, still answered scientific questions that it poses.
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Affiliation(s)
- Philippe H. Martin
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
| | - Gert-Jan Nabuurs
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
| | - Marc Aubinet
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
| | - Timo Karjalainen
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
| | - Edward L. Vine
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
| | - John Kinsman
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
| | - Linda S. Heath
- European Commission, Research Directorate General, B-1049 Brussels, Belgium,
- ALTERRA, Wageningen University and Research Center, NL-6700 AA Wageningen, The Netherlands,
- Unit of Physics, Faculté Universitaire des Sciences Agronomiques, B-5030 Gembloux, Belgium,
- European Forest Institute, Joensuu, Finland,
- Energy Analysis Department, Environmental Energy Technologies Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720,
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Kaminski T, Rayner PJ, Heimann M, Enting IG. On aggregation errors in atmospheric transport inversions. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd900581] [Citation(s) in RCA: 211] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Vukićević T, Hess P. Analysis of tropospheric transport in the Pacific Basin using the adjoint technique. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd901110] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Rayner PJ, Giering R, Kaminski T, Ménard R, Todling R, Trudinger CM. Exercises. INVERSE METHODS IN GLOBAL BIOGEOCHEMICAL CYCLES 2000. [DOI: 10.1029/gm114p0081] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Giering R. Tangent linear and adjoint biogeochemical models. INVERSE METHODS IN GLOBAL BIOGEOCHEMICAL CYCLES 2000. [DOI: 10.1029/gm114p0033] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Bergamaschi P, Hein R, Heimann M, Crutzen PJ. Inverse modeling of the global CO cycle: 1. Inversion of CO mixing ratios. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd900818] [Citation(s) in RCA: 159] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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