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

International audience 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...

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Published in:Biogeosciences
Main Authors: Chadburn, Sarah, 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, Peng, Shushi, van Huissteden, Ko, Wang, Tao, Westermann, Sebastian, Zhu, Dan, Burke, Eleanor
Other Authors: School of Earth and Environment Leeds (SEE), University of Leeds, Institut des Géosciences de l’Environnement (IGE), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Department of Environmental Science and Analytical Chemistry Stockholm (ACES), Stockholm University, Department of Geodesy and Geoinformation Wien, Vienna University of Technology (TU Wien), School of Natural Sciences Vladivostok, Far Eastern Federal University (FEFU), Department of Earth Sciences Amsterdam, VU University Amsterdam, Alfred Wegener Institute Potsdam, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI), Bjerknes Centre for Climate Research (BCCR), Department of Biological Sciences Bergen (BIO / UiB), University of Bergen (UiB)-University of Bergen (UiB), Department of Geosciences and Natural Resource Management Copenhagen (IGN), Faculty of Science Copenhagen, University of Copenhagen = Københavns Universitet (KU)-University of Copenhagen = Københavns Universitet (KU), Department of Physical Geography Stockholm, Department of Physical Geography and Ecosystem Science Lund, Lund University Lund, Center for Earth System Research and Sustainability (CEN), Universität Hamburg (UHH), Alfred Wegener Institute for Polar and Marine Research (AWI), Aarhus University Aarhus, The Arctic University of Norway (UiT), Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University Beijing, Key Laboratory of Tibetan Environment Changes and Land Surface Processes - Institute of Tibetan Plateau Research, Institute of Tibetan Plateau Research - Chinese Academy of Sciences, Department of Geosciences Oslo, Faculty of Mathematics and Natural Sciences Oslo, University of Oslo (UiO)-University of Oslo (UiO), Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), Met Office Hadley Centre for Climate Change (MOHC), United Kingdom Met Office Exeter, European Project: 282700,EC:FP7:ENV,FP7-ENV-2011,PAGE21(2011)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2017
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-03225838
https://hal.archives-ouvertes.fr/hal-03225838/document
https://hal.archives-ouvertes.fr/hal-03225838/file/bg-14-5143-2017.pdf
https://doi.org/10.5194/bg-14-5143-2017
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institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
spellingShingle [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
Chadburn, Sarah
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
Peng, Shushi
van Huissteden, Ko
Wang, Tao
Westermann, Sebastian
Zhu, Dan
Burke, Eleanor
Carbon stocks and fluxes in the high latitudes: using site-level data to evaluate Earth system models
topic_facet [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
description International audience 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 ...
author2 School of Earth and Environment Leeds (SEE)
University of Leeds
Institut des Géosciences de l’Environnement (IGE)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Université Grenoble Alpes (UGA)
Department of Environmental Science and Analytical Chemistry Stockholm (ACES)
Stockholm University
Department of Geodesy and Geoinformation Wien
Vienna University of Technology (TU Wien)
School of Natural Sciences Vladivostok
Far Eastern Federal University (FEFU)
Department of Earth Sciences Amsterdam
VU University Amsterdam
Alfred Wegener Institute Potsdam
Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI)
Bjerknes Centre for Climate Research (BCCR)
Department of Biological Sciences Bergen (BIO / UiB)
University of Bergen (UiB)-University of Bergen (UiB)
Department of Geosciences and Natural Resource Management Copenhagen (IGN)
Faculty of Science Copenhagen
University of Copenhagen = Københavns Universitet (KU)-University of Copenhagen = Københavns Universitet (KU)
Department of Physical Geography Stockholm
Department of Physical Geography and Ecosystem Science Lund
Lund University Lund
Center for Earth System Research and Sustainability (CEN)
Universität Hamburg (UHH)
Alfred Wegener Institute for Polar and Marine Research (AWI)
Aarhus University Aarhus
The Arctic University of Norway (UiT)
Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences
Peking University Beijing
Key Laboratory of Tibetan Environment Changes and Land Surface Processes - Institute of Tibetan Plateau Research
Institute of Tibetan Plateau Research - Chinese Academy of Sciences
Department of Geosciences Oslo
Faculty of Mathematics and Natural Sciences Oslo
University of Oslo (UiO)-University of Oslo (UiO)
Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)
Met Office Hadley Centre for Climate Change (MOHC)
United Kingdom Met Office Exeter
European Project: 282700,EC:FP7:ENV,FP7-ENV-2011,PAGE21(2011)
format Article in Journal/Newspaper
author Chadburn, Sarah
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
Peng, Shushi
van Huissteden, Ko
Wang, Tao
Westermann, Sebastian
Zhu, Dan
Burke, Eleanor
author_facet Chadburn, Sarah
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
Peng, Shushi
van Huissteden, Ko
Wang, Tao
Westermann, Sebastian
Zhu, Dan
Burke, Eleanor
author_sort Chadburn, Sarah
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 HAL CCSD
publishDate 2017
url https://hal.archives-ouvertes.fr/hal-03225838
https://hal.archives-ouvertes.fr/hal-03225838/document
https://hal.archives-ouvertes.fr/hal-03225838/file/bg-14-5143-2017.pdf
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
Arctic
permafrost
Tundra
genre_facet Arctic
Arctic
permafrost
Tundra
op_source ISSN: 1726-4170
EISSN: 1726-4189
Biogeosciences
https://hal.archives-ouvertes.fr/hal-03225838
Biogeosciences, European Geosciences Union, 2017, 14 (22), pp.5143-5169. ⟨10.5194/bg-14-5143-2017⟩
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spelling ftccsdartic:oai:HAL:hal-03225838v1 2023-05-15T14:27:46+02:00 Carbon stocks and fluxes in the high latitudes: using site-level data to evaluate Earth system models Chadburn, Sarah 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 Peng, Shushi van Huissteden, Ko Wang, Tao Westermann, Sebastian Zhu, Dan Burke, Eleanor School of Earth and Environment Leeds (SEE) University of Leeds Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) Université Grenoble Alpes (UGA) Department of Environmental Science and Analytical Chemistry Stockholm (ACES) Stockholm University Department of Geodesy and Geoinformation Wien Vienna University of Technology (TU Wien) School of Natural Sciences Vladivostok Far Eastern Federal University (FEFU) Department of Earth Sciences Amsterdam VU University Amsterdam Alfred Wegener Institute Potsdam Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI) Bjerknes Centre for Climate Research (BCCR) Department of Biological Sciences Bergen (BIO / UiB) University of Bergen (UiB)-University of Bergen (UiB) Department of Geosciences and Natural Resource Management Copenhagen (IGN) Faculty of Science Copenhagen University of Copenhagen = Københavns Universitet (KU)-University of Copenhagen = Københavns Universitet (KU) Department of Physical Geography Stockholm Department of Physical Geography and Ecosystem Science Lund Lund University Lund Center for Earth System Research and Sustainability (CEN) Universität Hamburg (UHH) Alfred Wegener Institute for Polar and Marine Research (AWI) Aarhus University Aarhus The Arctic University of Norway (UiT) Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences Peking University Beijing Key Laboratory of Tibetan Environment Changes and Land Surface Processes - Institute of Tibetan Plateau Research Institute of Tibetan Plateau Research - Chinese Academy of Sciences Department of Geosciences Oslo Faculty of Mathematics and Natural Sciences Oslo University of Oslo (UiO)-University of Oslo (UiO) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ) Met Office Hadley Centre for Climate Change (MOHC) United Kingdom Met Office Exeter European Project: 282700,EC:FP7:ENV,FP7-ENV-2011,PAGE21(2011) 2017 https://hal.archives-ouvertes.fr/hal-03225838 https://hal.archives-ouvertes.fr/hal-03225838/document https://hal.archives-ouvertes.fr/hal-03225838/file/bg-14-5143-2017.pdf https://doi.org/10.5194/bg-14-5143-2017 en eng HAL CCSD European Geosciences Union info:eu-repo/semantics/altIdentifier/doi/10.5194/bg-14-5143-2017 info:eu-repo/grantAgreement/EC/FP7/282700/EU/Changing Permafrost in the Arctic and its Global Effects in the 21st Century/PAGE21 hal-03225838 https://hal.archives-ouvertes.fr/hal-03225838 https://hal.archives-ouvertes.fr/hal-03225838/document https://hal.archives-ouvertes.fr/hal-03225838/file/bg-14-5143-2017.pdf doi:10.5194/bg-14-5143-2017 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 1726-4170 EISSN: 1726-4189 Biogeosciences https://hal.archives-ouvertes.fr/hal-03225838 Biogeosciences, European Geosciences Union, 2017, 14 (22), pp.5143-5169. ⟨10.5194/bg-14-5143-2017⟩ [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology info:eu-repo/semantics/article Journal articles 2017 ftccsdartic https://doi.org/10.5194/bg-14-5143-2017 2021-12-19T00:10:41Z International audience 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 ... Article in Journal/Newspaper Arctic Arctic permafrost Tundra Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Arctic Jules ENVELOPE(140.917,140.917,-66.742,-66.742) Biogeosciences 14 22 5143 5169