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

Source in Biogeosciences 2017, 14: 5143-5169. 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 w...

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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 2017
Subjects:
Online Access:https://hdl.handle.net/10037/12422
https://doi.org/10.5194/bg-14-5143-2017
id ftunivtroemsoe:oai:munin.uit.no:10037/12422
record_format openpolar
institution Open Polar
collection University of Tromsø: Munin Open Research Archive
op_collection_id ftunivtroemsoe
language English
topic VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Meteorologi: 453
VDP::Mathematics and natural science: 400::Geosciences: 450::Meteorology: 453
spellingShingle VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Meteorologi: 453
VDP::Mathematics and natural science: 400::Geosciences: 450::Meteorology: 453
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
topic_facet VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Meteorologi: 453
VDP::Mathematics and natural science: 400::Geosciences: 450::Meteorology: 453
description Source in Biogeosciences 2017, 14: 5143-5169. 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.
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
publishDate 2017
url https://hdl.handle.net/10037/12422
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_relation Biogeosciences
Chadburn, S. E., Krinner, G., Porada, P., Bartsch, A., Beer, C., Belelli Marchesini, L. . Burke, E. J. (2017) Carbon stocks and fluxes in the high latitudes: using site-level data to evaluate Earth system models, Biogeosciences, 14, 5143-5169, https://doi.org/10.5194/bg-14-5143-2017.
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doi:10.5194/bg-14-5143-2017
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https://hdl.handle.net/10037/12422
op_rights openAccess
op_doi https://doi.org/10.5194/bg-14-5143-2017
container_title Biogeosciences
container_volume 14
container_issue 22
container_start_page 5143
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spelling ftunivtroemsoe:oai:munin.uit.no:10037/12422 2023-05-15T15:19:42+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. 2017-11-17 https://hdl.handle.net/10037/12422 https://doi.org/10.5194/bg-14-5143-2017 eng eng European Geosciences Union Biogeosciences Chadburn, S. E., Krinner, G., Porada, P., Bartsch, A., Beer, C., Belelli Marchesini, L. . Burke, E. J. (2017) Carbon stocks and fluxes in the high latitudes: using site-level data to evaluate Earth system models, Biogeosciences, 14, 5143-5169, https://doi.org/10.5194/bg-14-5143-2017. FRIDAID 1529266 doi:10.5194/bg-14-5143-2017 1726-4170 1726-4189 https://hdl.handle.net/10037/12422 openAccess VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Meteorologi: 453 VDP::Mathematics and natural science: 400::Geosciences: 450::Meteorology: 453 Journal article Tidsskriftartikkel Peer reviewed 2017 ftunivtroemsoe https://doi.org/10.5194/bg-14-5143-2017 2021-06-25T17:55:36Z Source in Biogeosciences 2017, 14: 5143-5169. 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 University of Tromsø: Munin Open Research Archive Arctic Jules ENVELOPE(140.917,140.917,-66.742,-66.742) Biogeosciences 14 22 5143 5169