Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models

It is important that climate models can accurately simulate the terrestrial carbon cycle in the Arctic due to the large and potentially labile carbon stocks found in permafrost-affected environments, which can lead to a positive climate feedback, along with the possibility of future carbon sinks fro...

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Published in:Biogeosciences
Main Authors: Chadburn, Sarah E., Krinner, Gerhard, Porada, Philipp, Bartsch, Annett, Beer, Christian, Belelli Marchesini, Luca, Boike, Julia, Ekici, Altug, Elberling, Bo, Friborg, Thomas, Hugelius, Gustaf, Johansson, Margareta, Kuhry, Peter, Kutzbach, Lars, Langer, Moritz, Lund, Magnus, Parmentier, Frans-Jan Willem, Peng, Shushi, van Huissteden, Ko, Wang, Tao, Westermann, Sebastian, Zhu, Dan, Burke, Eleanor J.
Format: Article in Journal/Newspaper
Language:English
Published: European Geosciences Union/Copernicus GmbH 2017
Subjects:
Online Access:http://hdl.handle.net/10852/61988
http://urn.nb.no/URN:NBN:no-64584
https://doi.org/10.5194/bg-14-5143-2017
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description It is important that climate models can accurately simulate the terrestrial carbon cycle in the Arctic due to the large and potentially labile carbon stocks found in permafrost-affected environments, which can lead to a positive climate feedback, along with the possibility of future carbon sinks from northward expansion of vegetation under climate warming. Here we evaluate the simulation of tundra carbon stocks and fluxes in three land surface schemes that each form part of major Earth system models (JSBACH, Germany; JULES, UK; ORCHIDEE, France). We use a site-level approach in which comprehensive, high-frequency datasets allow us to disentangle the importance of different processes. The models have improved physical permafrost processes and there is a reasonable correspondence between the simulated and measured physical variables, including soil temperature, soil moisture and snow. We show that if the models simulate the correct leaf area index (LAI), the standard C3 photosynthesis schemes produce the correct order of magnitude of carbon fluxes. Therefore, simulating the correct LAI is one of the first priorities. LAI depends quite strongly on climatic variables alone, as we see by the fact that the dynamic vegetation model can simulate most of the differences in LAI between sites, based almost entirely on climate inputs. However, we also identify an influence from nutrient limitation as the LAI becomes too large at some of the more nutrient-limited sites. We conclude that including moss as well as vascular plants is of primary importance to the carbon budget, as moss contributes a large fraction to the seasonal CO2 flux in nutrient-limited conditions. Moss photosynthetic activity can be strongly influenced by the moisture content of moss, and the carbon uptake can be significantly different from vascular plants with a similar LAI. The soil carbon stocks depend strongly on the rate of input of carbon from the vegetation to the soil, and our analysis suggests that an improved simulation of photosynthesis would also lead to an improved simulation of soil carbon stocks. However, the stocks are also influenced by soil carbon burial (e.g. through cryoturbation) and the rate of heterotrophic respiration, which depends on the soil physical state. More detailed below-ground measurements are needed to fully evaluate biological and physical soil processes. Furthermore, even if these processes are well modelled, the soil carbon profiles cannot resemble peat layers as peat accumulation processes are not represented in the models. Thus, we identify three priority areas for model development: (1) dynamic vegetation including (a) climate and (b) nutrient limitation effects; (2) adding moss as a plant functional type; and an (3) improved vertical profile of soil carbon including peat processes.
format Article in Journal/Newspaper
author Chadburn, Sarah E.
Krinner, Gerhard
Porada, Philipp
Bartsch, Annett
Beer, Christian
Belelli Marchesini, Luca
Boike, Julia
Ekici, Altug
Elberling, Bo
Friborg, Thomas
Hugelius, Gustaf
Johansson, Margareta
Kuhry, Peter
Kutzbach, Lars
Langer, Moritz
Lund, Magnus
Parmentier, Frans-Jan Willem
Peng, Shushi
van Huissteden, Ko
Wang, Tao
Westermann, Sebastian
Zhu, Dan
Burke, Eleanor J.
spellingShingle Chadburn, Sarah E.
Krinner, Gerhard
Porada, Philipp
Bartsch, Annett
Beer, Christian
Belelli Marchesini, Luca
Boike, Julia
Ekici, Altug
Elberling, Bo
Friborg, Thomas
Hugelius, Gustaf
Johansson, Margareta
Kuhry, Peter
Kutzbach, Lars
Langer, Moritz
Lund, Magnus
Parmentier, Frans-Jan Willem
Peng, Shushi
van Huissteden, Ko
Wang, Tao
Westermann, Sebastian
Zhu, Dan
Burke, Eleanor J.
Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models
author_facet Chadburn, Sarah E.
Krinner, Gerhard
Porada, Philipp
Bartsch, Annett
Beer, Christian
Belelli Marchesini, Luca
Boike, Julia
Ekici, Altug
Elberling, Bo
Friborg, Thomas
Hugelius, Gustaf
Johansson, Margareta
Kuhry, Peter
Kutzbach, Lars
Langer, Moritz
Lund, Magnus
Parmentier, Frans-Jan Willem
Peng, Shushi
van Huissteden, Ko
Wang, Tao
Westermann, Sebastian
Zhu, Dan
Burke, Eleanor J.
author_sort Chadburn, Sarah E.
title Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models
title_short Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models
title_full Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models
title_fullStr Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models
title_full_unstemmed Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models
title_sort carbon stocks and fluxes in the high latitudes: using site-level data to evaluate earth system models
publisher European Geosciences Union/Copernicus GmbH
publishDate 2017
url http://hdl.handle.net/10852/61988
http://urn.nb.no/URN:NBN:no-64584
https://doi.org/10.5194/bg-14-5143-2017
long_lat ENVELOPE(140.917,140.917,-66.742,-66.742)
geographic Arctic
Jules
geographic_facet Arctic
Jules
genre Arctic
permafrost
Tundra
genre_facet Arctic
permafrost
Tundra
op_source 1726-4170
op_relation http://urn.nb.no/URN:NBN:no-64584
Chadburn, Sarah E. Krinner, Gerhard Porada, Philipp Bartsch, Annett Beer, Christian Belelli Marchesini, Luca Boike, Julia Ekici, Altug Elberling, Bo Friborg, Thomas Hugelius, Gustaf Johansson, Margareta Kuhry, Peter Kutzbach, Lars Langer, Moritz Lund, Magnus Parmentier, Frans-Jan Willem Peng, Shushi van Huissteden, Ko Wang, Tao Westermann, Sebastian Zhu, Dan Burke, Eleanor J. . Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models. Biogeosciences. 2017, 14(22), 5143-5169
http://hdl.handle.net/10852/61988
1529266
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spelling ftoslouniv:oai:www.duo.uio.no:10852/61988 2023-05-15T15:19:33+02:00 Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models Chadburn, Sarah E. Krinner, Gerhard Porada, Philipp Bartsch, Annett Beer, Christian Belelli Marchesini, Luca Boike, Julia Ekici, Altug Elberling, Bo Friborg, Thomas Hugelius, Gustaf Johansson, Margareta Kuhry, Peter Kutzbach, Lars Langer, Moritz Lund, Magnus Parmentier, Frans-Jan Willem Peng, Shushi van Huissteden, Ko Wang, Tao Westermann, Sebastian Zhu, Dan Burke, Eleanor J. 2017-12-18T17:34:13Z http://hdl.handle.net/10852/61988 http://urn.nb.no/URN:NBN:no-64584 https://doi.org/10.5194/bg-14-5143-2017 EN eng European Geosciences Union/Copernicus GmbH http://urn.nb.no/URN:NBN:no-64584 Chadburn, Sarah E. Krinner, Gerhard Porada, Philipp Bartsch, Annett Beer, Christian Belelli Marchesini, Luca Boike, Julia Ekici, Altug Elberling, Bo Friborg, Thomas Hugelius, Gustaf Johansson, Margareta Kuhry, Peter Kutzbach, Lars Langer, Moritz Lund, Magnus Parmentier, Frans-Jan Willem Peng, Shushi van Huissteden, Ko Wang, Tao Westermann, Sebastian Zhu, Dan Burke, Eleanor J. . Carbon stocks and fluxes in the high latitudes: Using site-level data to evaluate Earth system models. Biogeosciences. 2017, 14(22), 5143-5169 http://hdl.handle.net/10852/61988 1529266 info:ofi/fmt:kev:mtx:ctx&ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Biogeosciences&rft.volume=14&rft.spage=5143&rft.date=2017 Biogeosciences 14 22 5143 5169 http://dx.doi.org/10.5194/bg-14-5143-2017 URN:NBN:no-64584 Fulltext https://www.duo.uio.no/bitstream/handle/10852/61988/1/Biogeosciences%2B2017%2BChadburn.pdf Attribution 3.0 Unported https://creativecommons.org/licenses/by/3.0/ CC-BY 1726-4170 Journal article Tidsskriftartikkel Peer reviewed PublishedVersion 2017 ftoslouniv https://doi.org/10.5194/bg-14-5143-2017 2020-06-21T08:51:23Z It is important that climate models can accurately simulate the terrestrial carbon cycle in the Arctic due to the large and potentially labile carbon stocks found in permafrost-affected environments, which can lead to a positive climate feedback, along with the possibility of future carbon sinks from northward expansion of vegetation under climate warming. Here we evaluate the simulation of tundra carbon stocks and fluxes in three land surface schemes that each form part of major Earth system models (JSBACH, Germany; JULES, UK; ORCHIDEE, France). We use a site-level approach in which comprehensive, high-frequency datasets allow us to disentangle the importance of different processes. The models have improved physical permafrost processes and there is a reasonable correspondence between the simulated and measured physical variables, including soil temperature, soil moisture and snow. We show that if the models simulate the correct leaf area index (LAI), the standard C3 photosynthesis schemes produce the correct order of magnitude of carbon fluxes. Therefore, simulating the correct LAI is one of the first priorities. LAI depends quite strongly on climatic variables alone, as we see by the fact that the dynamic vegetation model can simulate most of the differences in LAI between sites, based almost entirely on climate inputs. However, we also identify an influence from nutrient limitation as the LAI becomes too large at some of the more nutrient-limited sites. We conclude that including moss as well as vascular plants is of primary importance to the carbon budget, as moss contributes a large fraction to the seasonal CO2 flux in nutrient-limited conditions. Moss photosynthetic activity can be strongly influenced by the moisture content of moss, and the carbon uptake can be significantly different from vascular plants with a similar LAI. The soil carbon stocks depend strongly on the rate of input of carbon from the vegetation to the soil, and our analysis suggests that an improved simulation of photosynthesis would also lead to an improved simulation of soil carbon stocks. However, the stocks are also influenced by soil carbon burial (e.g. through cryoturbation) and the rate of heterotrophic respiration, which depends on the soil physical state. More detailed below-ground measurements are needed to fully evaluate biological and physical soil processes. Furthermore, even if these processes are well modelled, the soil carbon profiles cannot resemble peat layers as peat accumulation processes are not represented in the models. Thus, we identify three priority areas for model development: (1) dynamic vegetation including (a) climate and (b) nutrient limitation effects; (2) adding moss as a plant functional type; and an (3) improved vertical profile of soil carbon including peat processes. Article in Journal/Newspaper Arctic permafrost Tundra Universitet i Oslo: Digitale utgivelser ved UiO (DUO) Arctic Jules ENVELOPE(140.917,140.917,-66.742,-66.742) Biogeosciences 14 22 5143 5169