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description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal , Preprint 2020Embargo end date: 11 Dec 2020 United Kingdom, Germany, Germany, Switzerland, Australia, France, Norway, United Kingdom, Australia, Norway, Netherlands, GermanyPublisher:Copernicus GmbH Funded by:UKRI | Ocean Regulation of Clima..., RCN | Integrated Carbon Observa..., UKRI | Southern OceaN optimal Ap... +6 projectsUKRI| Ocean Regulation of Climate by Heat and Carbon Sequestration and Transports (ORCHESTRA) ,RCN| Integrated Carbon Observation System (ICOS)-Norway and Ocean Thematic Centre (OTC) ,UKRI| Southern OceaN optimal Approach To Assess the carbon state, variability and climatic drivers (SONATA) ,UKRI| NCEO LTS-S ,RCN| Infrastructure for Norwegian Earth System modelling ,NSF| INFEWS: U.S.-China: Integrated systems modeling for sustainable FEW nexus under multi-factor global changes: Innovative comparison between Yellow River and Mississippi River Basins ,UKRI| Marine LTSS: Climate Linked Atlantic Sector Science ,EC| CRESCENDO ,SNSF| Climate and Environmental Physics: Modeling Global Biogeochemical Cycles in the Earth System (bgcCEP)P. Friedlingstein; P. Friedlingstein; M. O'Sullivan; M. W. Jones; R. M. Andrew; J. Hauck; A. Olsen; A. Olsen; G. P. Peters; W. Peters; W. Peters; J. Pongratz; J. Pongratz; S. Sitch; C. Le Quéré; J. G. Canadell; P. Ciais; R. B. Jackson; S. Alin; L. E. O. C. Aragão; L. E. O. C. Aragão; A. Arneth; V. Arora; N. R. Bates; N. R. Bates; M. Becker; M. Becker; A. Benoit-Cattin; H. C. Bittig; L. Bopp; S. Bultan; N. Chandra; N. Chandra; F. Chevallier; L. P. Chini; W. Evans; L. Florentie; P. M. Forster; T. Gasser; M. Gehlen; D. Gilfillan; T. Gkritzalis; L. Gregor; N. Gruber; I. Harris; K. Hartung; K. Hartung; V. Haverd; R. A. Houghton; T. Ilyina; A. K. Jain; E. Joetzjer; K. Kadono; E. Kato; V. Kitidis; J. I. Korsbakken; P. Landschützer; N. Lefèvre; A. Lenton; S. Lienert; Z. Liu; D. Lombardozzi; G. Marland; G. Marland; N. Metzl; D. R. Munro; D. R. Munro; J. E. M. S. Nabel; S.-I. Nakaoka; Y. Niwa; Y. Niwa; K. O'Brien; K. O'Brien; T. Ono; P. I. Palmer; P. I. Palmer; D. Pierrot; B. Poulter; L. Resplandy; E. Robertson; C. Rödenbeck; J. Schwinger; J. Schwinger; R. Séférian; I. Skjelvan; I. Skjelvan; A. J. P. Smith; A. J. Sutton; T. Tanhua; P. P. Tans; H. Tian; B. Tilbrook; B. Tilbrook; G. van der Werf; N. Vuichard; A. P. Walker; R. Wanninkhof; A. J. Watson; D. Willis; A. J. Wiltshire; W. Yuan; X. Yue; S. Zaehle;Abstract. Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate – the “global carbon budget” – is important to better understand the global carbon cycle, support the development of climate policies, and project future climate change. Here we describe and synthesize data sets and methodology to quantify the five major components of the global carbon budget and their uncertainties. Fossil CO2 emissions (EFOS) are based on energy statistics and cement production data, while emissions from land-use change (ELUC), mainly deforestation, are based on land use and land-use change data and bookkeeping models. Atmospheric CO2 concentration is measured directly and its growth rate (GATM) is computed from the annual changes in concentration. The ocean CO2 sink (SOCEAN) and terrestrial CO2 sink (SLAND) are estimated with global process models constrained by observations. The resulting carbon budget imbalance (BIM), the difference between the estimated total emissions and the estimated changes in the atmosphere, ocean, and terrestrial biosphere, is a measure of imperfect data and understanding of the contemporary carbon cycle. All uncertainties are reported as ±1σ. For the last decade available (2010–2019), EFOS was 9.6 ± 0.5 GtC yr−1 excluding the cement carbonation sink (9.4 ± 0.5 GtC yr−1 when the cement carbonation sink is included), and ELUC was 1.6 ± 0.7 GtC yr−1. For the same decade, GATM was 5.1 ± 0.02 GtC yr−1 (2.4 ± 0.01 ppm yr−1), SOCEAN 2.5 ± 0.6 GtC yr−1, and SLAND 3.4 ± 0.9 GtC yr−1, with a budget imbalance BIM of −0.1 GtC yr−1 indicating a near balance between estimated sources and sinks over the last decade. For the year 2019 alone, the growth in EFOS was only about 0.1 % with fossil emissions increasing to 9.9 ± 0.5 GtC yr−1 excluding the cement carbonation sink (9.7 ± 0.5 GtC yr−1 when cement carbonation sink is included), and ELUC was 1.8 ± 0.7 GtC yr−1, for total anthropogenic CO2 emissions of 11.5 ± 0.9 GtC yr−1 (42.2 ± 3.3 GtCO2). Also for 2019, GATM was 5.4 ± 0.2 GtC yr−1 (2.5 ± 0.1 ppm yr−1), SOCEAN was 2.6 ± 0.6 GtC yr−1, and SLAND was 3.1 ± 1.2 GtC yr−1, with a BIM of 0.3 GtC. The global atmospheric CO2 concentration reached 409.85 ± 0.1 ppm averaged over 2019. Preliminary data for 2020, accounting for the COVID-19-induced changes in emissions, suggest a decrease in EFOS relative to 2019 of about −7 % (median estimate) based on individual estimates from four studies of −6 %, −7 %, −7 % (−3 % to −11 %), and −13 %. Overall, the mean and trend in the components of the global carbon budget are consistently estimated over the period 1959–2019, but discrepancies of up to 1 GtC yr−1 persist for the representation of semi-decadal variability in CO2 fluxes. Comparison of estimates from diverse approaches and observations shows (1) no consensus in the mean and trend in land-use change emissions over the last decade, (2) a persistent low agreement between the different methods on the magnitude of the land CO2 flux in the northern extra-tropics, and (3) an apparent discrepancy between the different methods for the ocean sink outside the tropics, particularly in the Southern Ocean. This living data update documents changes in the methods and data sets used in this new global carbon budget and the progress in understanding of the global carbon cycle compared with previous publications of this data set (Friedlingstein et al., 2019; Le Quéré et al., 2018b, a, 2016, 2015b, a, 2014, 2013). The data presented in this work are available at https://doi.org/10.18160/gcp-2020 (Friedlingstein et al., 2020).
CORE arrow_drop_down NORCE vitenarkiv (Norwegian Research Centre)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2723621Data sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2738463Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2021License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.5194/essd-2...Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefEarth System Science Data (ESSD)Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefMémoires en Sciences de l'Information et de la CommunicationPreprint . 2020Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2020Data sources: Electronic Publication Information CenterUniversity of Tasmania: UTas ePrintsArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 2K citations 1,618 popularity Top 0.01% influence Top 0.1% impulse Top 0.01% Powered by BIP!
more_vert CORE arrow_drop_down NORCE vitenarkiv (Norwegian Research Centre)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2723621Data sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2738463Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2021License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.5194/essd-2...Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefEarth System Science Data (ESSD)Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefMémoires en Sciences de l'Information et de la CommunicationPreprint . 2020Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2020Data sources: Electronic Publication Information CenterUniversity of Tasmania: UTas ePrintsArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/essd-2020-286&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2014 NorwayPublisher:Public Library of Science (PLoS) Geir Ottersen; Erik Sperfeld; Gert L. van Dijken; Padmini Dalpadado; Solfrid Sætre Hjøllo; Francisco Escobar del Rey; Kevin R. Arrigo; Randi Ingvaldsen; Are Olsen; Are Olsen; Leif Christian Stige;The temporal and spatial dynamics of primary and secondary biomass/production in the Barents Sea since the late 1990s are examined using remote sensing data, observations and a coupled physical-biological model. Field observations of mesozooplankton biomass, and chlorophyll a data from transects (different seasons) and large-scale surveys (autumn) were used for validation of the remote sensing products and modeling results. The validation showed that satellite data are well suited to study temporal and spatial dynamics of chlorophyll a in the Barents Sea and that the model is an essential tool for secondary production estimates. Temperature, open water area, chlorophyll a, and zooplankton biomass show large interannual variations in the Barents Sea. The climatic variability is strongest in the northern and eastern parts. The moderate increase in net primary production evident in this study is likely an ecosystem response to changes in climate during the same period. Increased open water area and duration of open water season, which are related to elevated temperatures, appear to be the key drivers of the changes in annual net primary production that has occurred in the northern and eastern areas of this ecosystem. The temporal and spatial variability in zooplankton biomass appears to be controlled largely by predation pressure. In the southeastern Barents Sea, statistically significant linkages were observed between chlorophyll a and zooplankton biomass, as well as between net primary production and fish biomass, indicating bottom-up trophic interactions in this region.
University of Bergen... arrow_drop_down University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2015License: CC BYFull-Text: https://hdl.handle.net/1956/9708Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2014License: CC BYFull-Text: http://urn.nb.no/URN:NBN:no-47636Data sources: Bielefeld Academic Search Engine (BASE)Bergen Open Research Archive - UiBArticle . 2014 . Peer-reviewedLicense: CC BYData sources: Bergen Open Research Archive - UiBadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0095273&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 130 citations 130 popularity Top 1% influence Top 10% impulse Top 10% Powered by BIP!
visibility 1visibility views 1 Powered bymore_vert University of Bergen... arrow_drop_down University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2015License: CC BYFull-Text: https://hdl.handle.net/1956/9708Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2014License: CC BYFull-Text: http://urn.nb.no/URN:NBN:no-47636Data sources: Bielefeld Academic Search Engine (BASE)Bergen Open Research Archive - UiBArticle . 2014 . Peer-reviewedLicense: CC BYData sources: Bergen Open Research Archive - UiBadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0095273&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Embargo end date: 20 Sep 2024 Germany, Australia, Germany, Australia, France, Germany, Netherlands, United KingdomPublisher:Copernicus GmbH Publicly fundedFunded by:EC | CRESCENDO, RCN | Jordsystem-modellering av..., EC | RINGO +10 projectsEC| CRESCENDO ,RCN| Jordsystem-modellering av klimaforandringer i den antroposene tidsalder; Earth system modelling of climate Variations in the Anthropocene ,EC| RINGO ,EC| FIXO3 ,RCN| CICEP-Strategic Challenges in International Climate and Energy Policy ,RCN| Integrated Carbon Observation System (ICOS)-Norway and Ocean Thematic Centre (OTC) ,UKRI| Amazon Integrated Carbon Analysis / AMAZONICA ,EC| GEOCARBON ,NWO| The distribution and evolution of inert and reactant scalars: from the atmospheric boundary layer to continental scales ,EC| QUINCY ,EC| VERIFY ,EC| IMBALANCE-P ,EC| AtlantOSC. Le Quéré; R. M. Andrew; P. Friedlingstein; S. Sitch; J. Hauck; J. Pongratz; J. Pongratz; P. A. Pickers; J. I. Korsbakken; G. P. Peters; J. G. Canadell; A. Arneth; V. K. Arora; L. Barbero; L. Barbero; A. Bastos; L. Bopp; F. Chevallier; L. P. Chini; P. Ciais; S. C. Doney; T. Gkritzalis; D. S. Goll; I. Harris; V. Haverd; F. M. Hoffman; M. Hoppema; R. A. Houghton; G. Hurtt; T. Ilyina; A. K. Jain; T. Johannessen; C. D. Jones; E. Kato; R. F. Keeling; K. K. Goldewijk; K. K. Goldewijk; P. Landschützer; N. Lefèvre; S. Lienert; Z. Liu; Z. Liu; D. Lombardozzi; N. Metzl; D. R. Munro; J. E. M. S. Nabel; S.-I. Nakaoka; C. Neill; C. Neill; A. Olsen; T. Ono; P. Patra; A. Peregon; W. Peters; W. Peters; P. Peylin; B. Pfeil; B. Pfeil; D. Pierrot; D. Pierrot; B. Poulter; G. Rehder; L. Resplandy; E. Robertson; M. Rocher; C. Rödenbeck; U. Schuster; J. Schwinger; R. Séférian; I. Skjelvan; T. Steinhoff; A. Sutton; P. P. Tans; H. Tian; B. Tilbrook; B. Tilbrook; F. N. Tubiello; I. T. van der Laan-Luijkx; G. R. van der Werf; N. Viovy; A. P. Walker; A. J. Wiltshire; R. Wright; R. Wright; S. Zaehle; B. Zheng;Abstract. Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere – the “global carbon budget” – is important to better understand the global carbon cycle, support the development of climate policies, and project future climate change. Here we describe data sets and methodology to quantify the five major components of the global carbon budget and their uncertainties. Fossil CO2 emissions (EFF) are based on energy statistics and cement production data, while emissions from land use and land-use change (ELUC), mainly deforestation, are based on land use and land-use change data and bookkeeping models. Atmospheric CO2 concentration is measured directly and its growth rate (GATM) is computed from the annual changes in concentration. The ocean CO2 sink (SOCEAN) and terrestrial CO2 sink (SLAND) are estimated with global process models constrained by observations. The resulting carbon budget imbalance (BIM), the difference between the estimated total emissions and the estimated changes in the atmosphere, ocean, and terrestrial biosphere, is a measure of imperfect data and understanding of the contemporary carbon cycle. All uncertainties are reported as ±1σ. For the last decade available (2008–2017), EFF was 9.4±0.5 GtC yr−1, ELUC 1.5±0.7 GtC yr−1, GATM 4.7±0.02 GtC yr−1, SOCEAN 2.4±0.5 GtC yr−1, and SLAND 3.2±0.8 GtC yr−1, with a budget imbalance BIM of 0.5 GtC yr−1 indicating overestimated emissions and/or underestimated sinks. For the year 2017 alone, the growth in EFF was about 1.6 % and emissions increased to 9.9±0.5 GtC yr−1. Also for 2017, ELUC was 1.4±0.7 GtC yr−1, GATM was 4.6±0.2 GtC yr−1, SOCEAN was 2.5±0.5 GtC yr−1, and SLAND was 3.8±0.8 GtC yr−1, with a BIM of 0.3 GtC. The global atmospheric CO2 concentration reached 405.0±0.1 ppm averaged over 2017. For 2018, preliminary data for the first 6–9 months indicate a renewed growth in EFF of +2.7 % (range of 1.8 % to 3.7 %) based on national emission projections for China, the US, the EU, and India and projections of gross domestic product corrected for recent changes in the carbon intensity of the economy for the rest of the world. The analysis presented here shows that the mean and trend in the five components of the global carbon budget are consistently estimated over the period of 1959–2017, but discrepancies of up to 1 GtC yr−1 persist for the representation of semi-decadal variability in CO2 fluxes. A detailed comparison among individual estimates and the introduction of a broad range of observations show (1) no consensus in the mean and trend in land-use change emissions, (2) a persistent low agreement among the different methods on the magnitude of the land CO2 flux in the northern extra-tropics, and (3) an apparent underestimation of the CO2 variability by ocean models, originating outside the tropics. This living data update documents changes in the methods and data sets used in this new global carbon budget and the progress in understanding the global carbon cycle compared with previous publications of this data set (Le Quéré et al., 2018, 2016, 2015a, b, 2014, 2013). All results presented here can be downloaded from https://doi.org/10.18160/GCP-2018.
OceanRep arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2019License: CC BYData sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2018License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Earth System Science Data (ESSD)Article . 2018 . Peer-reviewedLicense: CC BYData sources: CrossrefWageningen Staff PublicationsArticle . 2018License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2018Data sources: Electronic Publication Information CenterEarth System Science Data (ESSD)Article . 2018 . Peer-reviewedData sources: European Union Open Data PortalUniversity of Tasmania: UTas ePrintsArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/essd-10-2141-2018&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 1K citations 1,204 popularity Top 0.01% influence Top 0.1% impulse Top 0.01% Powered by BIP!
visibility 115visibility views 115 download downloads 1,953 Powered bymore_vert OceanRep arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2019License: CC BYData sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2018License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Earth System Science Data (ESSD)Article . 2018 . Peer-reviewedLicense: CC BYData sources: CrossrefWageningen Staff PublicationsArticle . 2018License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2018Data sources: Electronic Publication Information CenterEarth System Science Data (ESSD)Article . 2018 . Peer-reviewedData sources: European Union Open Data PortalUniversity of Tasmania: UTas ePrintsArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/essd-10-2141-2018&type=result"></script>'); --> </script>
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description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal , Preprint 2020Embargo end date: 11 Dec 2020 United Kingdom, Germany, Germany, Switzerland, Australia, France, Norway, United Kingdom, Australia, Norway, Netherlands, GermanyPublisher:Copernicus GmbH Funded by:UKRI | Ocean Regulation of Clima..., RCN | Integrated Carbon Observa..., UKRI | Southern OceaN optimal Ap... +6 projectsUKRI| Ocean Regulation of Climate by Heat and Carbon Sequestration and Transports (ORCHESTRA) ,RCN| Integrated Carbon Observation System (ICOS)-Norway and Ocean Thematic Centre (OTC) ,UKRI| Southern OceaN optimal Approach To Assess the carbon state, variability and climatic drivers (SONATA) ,UKRI| NCEO LTS-S ,RCN| Infrastructure for Norwegian Earth System modelling ,NSF| INFEWS: U.S.-China: Integrated systems modeling for sustainable FEW nexus under multi-factor global changes: Innovative comparison between Yellow River and Mississippi River Basins ,UKRI| Marine LTSS: Climate Linked Atlantic Sector Science ,EC| CRESCENDO ,SNSF| Climate and Environmental Physics: Modeling Global Biogeochemical Cycles in the Earth System (bgcCEP)P. Friedlingstein; P. Friedlingstein; M. O'Sullivan; M. W. Jones; R. M. Andrew; J. Hauck; A. Olsen; A. Olsen; G. P. Peters; W. Peters; W. Peters; J. Pongratz; J. Pongratz; S. Sitch; C. Le Quéré; J. G. Canadell; P. Ciais; R. B. Jackson; S. Alin; L. E. O. C. Aragão; L. E. O. C. Aragão; A. Arneth; V. Arora; N. R. Bates; N. R. Bates; M. Becker; M. Becker; A. Benoit-Cattin; H. C. Bittig; L. Bopp; S. Bultan; N. Chandra; N. Chandra; F. Chevallier; L. P. Chini; W. Evans; L. Florentie; P. M. Forster; T. Gasser; M. Gehlen; D. Gilfillan; T. Gkritzalis; L. Gregor; N. Gruber; I. Harris; K. Hartung; K. Hartung; V. Haverd; R. A. Houghton; T. Ilyina; A. K. Jain; E. Joetzjer; K. Kadono; E. Kato; V. Kitidis; J. I. Korsbakken; P. Landschützer; N. Lefèvre; A. Lenton; S. Lienert; Z. Liu; D. Lombardozzi; G. Marland; G. Marland; N. Metzl; D. R. Munro; D. R. Munro; J. E. M. S. Nabel; S.-I. Nakaoka; Y. Niwa; Y. Niwa; K. O'Brien; K. O'Brien; T. Ono; P. I. Palmer; P. I. Palmer; D. Pierrot; B. Poulter; L. Resplandy; E. Robertson; C. Rödenbeck; J. Schwinger; J. Schwinger; R. Séférian; I. Skjelvan; I. Skjelvan; A. J. P. Smith; A. J. Sutton; T. Tanhua; P. P. Tans; H. Tian; B. Tilbrook; B. Tilbrook; G. van der Werf; N. Vuichard; A. P. Walker; R. Wanninkhof; A. J. Watson; D. Willis; A. J. Wiltshire; W. Yuan; X. Yue; S. Zaehle;Abstract. Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate – the “global carbon budget” – is important to better understand the global carbon cycle, support the development of climate policies, and project future climate change. Here we describe and synthesize data sets and methodology to quantify the five major components of the global carbon budget and their uncertainties. Fossil CO2 emissions (EFOS) are based on energy statistics and cement production data, while emissions from land-use change (ELUC), mainly deforestation, are based on land use and land-use change data and bookkeeping models. Atmospheric CO2 concentration is measured directly and its growth rate (GATM) is computed from the annual changes in concentration. The ocean CO2 sink (SOCEAN) and terrestrial CO2 sink (SLAND) are estimated with global process models constrained by observations. The resulting carbon budget imbalance (BIM), the difference between the estimated total emissions and the estimated changes in the atmosphere, ocean, and terrestrial biosphere, is a measure of imperfect data and understanding of the contemporary carbon cycle. All uncertainties are reported as ±1σ. For the last decade available (2010–2019), EFOS was 9.6 ± 0.5 GtC yr−1 excluding the cement carbonation sink (9.4 ± 0.5 GtC yr−1 when the cement carbonation sink is included), and ELUC was 1.6 ± 0.7 GtC yr−1. For the same decade, GATM was 5.1 ± 0.02 GtC yr−1 (2.4 ± 0.01 ppm yr−1), SOCEAN 2.5 ± 0.6 GtC yr−1, and SLAND 3.4 ± 0.9 GtC yr−1, with a budget imbalance BIM of −0.1 GtC yr−1 indicating a near balance between estimated sources and sinks over the last decade. For the year 2019 alone, the growth in EFOS was only about 0.1 % with fossil emissions increasing to 9.9 ± 0.5 GtC yr−1 excluding the cement carbonation sink (9.7 ± 0.5 GtC yr−1 when cement carbonation sink is included), and ELUC was 1.8 ± 0.7 GtC yr−1, for total anthropogenic CO2 emissions of 11.5 ± 0.9 GtC yr−1 (42.2 ± 3.3 GtCO2). Also for 2019, GATM was 5.4 ± 0.2 GtC yr−1 (2.5 ± 0.1 ppm yr−1), SOCEAN was 2.6 ± 0.6 GtC yr−1, and SLAND was 3.1 ± 1.2 GtC yr−1, with a BIM of 0.3 GtC. The global atmospheric CO2 concentration reached 409.85 ± 0.1 ppm averaged over 2019. Preliminary data for 2020, accounting for the COVID-19-induced changes in emissions, suggest a decrease in EFOS relative to 2019 of about −7 % (median estimate) based on individual estimates from four studies of −6 %, −7 %, −7 % (−3 % to −11 %), and −13 %. Overall, the mean and trend in the components of the global carbon budget are consistently estimated over the period 1959–2019, but discrepancies of up to 1 GtC yr−1 persist for the representation of semi-decadal variability in CO2 fluxes. Comparison of estimates from diverse approaches and observations shows (1) no consensus in the mean and trend in land-use change emissions over the last decade, (2) a persistent low agreement between the different methods on the magnitude of the land CO2 flux in the northern extra-tropics, and (3) an apparent discrepancy between the different methods for the ocean sink outside the tropics, particularly in the Southern Ocean. This living data update documents changes in the methods and data sets used in this new global carbon budget and the progress in understanding of the global carbon cycle compared with previous publications of this data set (Friedlingstein et al., 2019; Le Quéré et al., 2018b, a, 2016, 2015b, a, 2014, 2013). The data presented in this work are available at https://doi.org/10.18160/gcp-2020 (Friedlingstein et al., 2020).
CORE arrow_drop_down NORCE vitenarkiv (Norwegian Research Centre)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2723621Data sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2738463Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2021License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.5194/essd-2...Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefEarth System Science Data (ESSD)Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefMémoires en Sciences de l'Information et de la CommunicationPreprint . 2020Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2020Data sources: Electronic Publication Information CenterUniversity of Tasmania: UTas ePrintsArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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more_vert CORE arrow_drop_down NORCE vitenarkiv (Norwegian Research Centre)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2723621Data sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2020License: CC BYData sources: Bielefeld Academic Search Engine (BASE)University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2020License: CC BYFull-Text: https://hdl.handle.net/11250/2738463Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2021License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)Institut national des sciences de l'Univers: HAL-INSUArticle . 2020Full-Text: https://hal.science/hal-03058972Data sources: Bielefeld Academic Search Engine (BASE)https://doi.org/10.5194/essd-2...Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefEarth System Science Data (ESSD)Article . 2020 . Peer-reviewedLicense: CC BYData sources: CrossrefMémoires en Sciences de l'Information et de la CommunicationPreprint . 2020Wageningen Staff PublicationsArticle . 2020License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2020Data sources: Electronic Publication Information CenterUniversity of Tasmania: UTas ePrintsArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2014 NorwayPublisher:Public Library of Science (PLoS) Geir Ottersen; Erik Sperfeld; Gert L. van Dijken; Padmini Dalpadado; Solfrid Sætre Hjøllo; Francisco Escobar del Rey; Kevin R. Arrigo; Randi Ingvaldsen; Are Olsen; Are Olsen; Leif Christian Stige;The temporal and spatial dynamics of primary and secondary biomass/production in the Barents Sea since the late 1990s are examined using remote sensing data, observations and a coupled physical-biological model. Field observations of mesozooplankton biomass, and chlorophyll a data from transects (different seasons) and large-scale surveys (autumn) were used for validation of the remote sensing products and modeling results. The validation showed that satellite data are well suited to study temporal and spatial dynamics of chlorophyll a in the Barents Sea and that the model is an essential tool for secondary production estimates. Temperature, open water area, chlorophyll a, and zooplankton biomass show large interannual variations in the Barents Sea. The climatic variability is strongest in the northern and eastern parts. The moderate increase in net primary production evident in this study is likely an ecosystem response to changes in climate during the same period. Increased open water area and duration of open water season, which are related to elevated temperatures, appear to be the key drivers of the changes in annual net primary production that has occurred in the northern and eastern areas of this ecosystem. The temporal and spatial variability in zooplankton biomass appears to be controlled largely by predation pressure. In the southeastern Barents Sea, statistically significant linkages were observed between chlorophyll a and zooplankton biomass, as well as between net primary production and fish biomass, indicating bottom-up trophic interactions in this region.
University of Bergen... arrow_drop_down University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2015License: CC BYFull-Text: https://hdl.handle.net/1956/9708Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2014License: CC BYFull-Text: http://urn.nb.no/URN:NBN:no-47636Data sources: Bielefeld Academic Search Engine (BASE)Bergen Open Research Archive - UiBArticle . 2014 . Peer-reviewedLicense: CC BYData sources: Bergen Open Research Archive - UiBadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 130 citations 130 popularity Top 1% influence Top 10% impulse Top 10% Powered by BIP!
visibility 1visibility views 1 Powered bymore_vert University of Bergen... arrow_drop_down University of Bergen: Bergen Open Research Archive (BORA-UiB)Article . 2015License: CC BYFull-Text: https://hdl.handle.net/1956/9708Data sources: Bielefeld Academic Search Engine (BASE)Universitet i Oslo: Digitale utgivelser ved UiO (DUO)Article . 2014License: CC BYFull-Text: http://urn.nb.no/URN:NBN:no-47636Data sources: Bielefeld Academic Search Engine (BASE)Bergen Open Research Archive - UiBArticle . 2014 . Peer-reviewedLicense: CC BYData sources: Bergen Open Research Archive - UiBadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Embargo end date: 20 Sep 2024 Germany, Australia, Germany, Australia, France, Germany, Netherlands, United KingdomPublisher:Copernicus GmbH Publicly fundedFunded by:EC | CRESCENDO, RCN | Jordsystem-modellering av..., EC | RINGO +10 projectsEC| CRESCENDO ,RCN| Jordsystem-modellering av klimaforandringer i den antroposene tidsalder; Earth system modelling of climate Variations in the Anthropocene ,EC| RINGO ,EC| FIXO3 ,RCN| CICEP-Strategic Challenges in International Climate and Energy Policy ,RCN| Integrated Carbon Observation System (ICOS)-Norway and Ocean Thematic Centre (OTC) ,UKRI| Amazon Integrated Carbon Analysis / AMAZONICA ,EC| GEOCARBON ,NWO| The distribution and evolution of inert and reactant scalars: from the atmospheric boundary layer to continental scales ,EC| QUINCY ,EC| VERIFY ,EC| IMBALANCE-P ,EC| AtlantOSC. Le Quéré; R. M. Andrew; P. Friedlingstein; S. Sitch; J. Hauck; J. Pongratz; J. Pongratz; P. A. Pickers; J. I. Korsbakken; G. P. Peters; J. G. Canadell; A. Arneth; V. K. Arora; L. Barbero; L. Barbero; A. Bastos; L. Bopp; F. Chevallier; L. P. Chini; P. Ciais; S. C. Doney; T. Gkritzalis; D. S. Goll; I. Harris; V. Haverd; F. M. Hoffman; M. Hoppema; R. A. Houghton; G. Hurtt; T. Ilyina; A. K. Jain; T. Johannessen; C. D. Jones; E. Kato; R. F. Keeling; K. K. Goldewijk; K. K. Goldewijk; P. Landschützer; N. Lefèvre; S. Lienert; Z. Liu; Z. Liu; D. Lombardozzi; N. Metzl; D. R. Munro; J. E. M. S. Nabel; S.-I. Nakaoka; C. Neill; C. Neill; A. Olsen; T. Ono; P. Patra; A. Peregon; W. Peters; W. Peters; P. Peylin; B. Pfeil; B. Pfeil; D. Pierrot; D. Pierrot; B. Poulter; G. Rehder; L. Resplandy; E. Robertson; M. Rocher; C. Rödenbeck; U. Schuster; J. Schwinger; R. Séférian; I. Skjelvan; T. Steinhoff; A. Sutton; P. P. Tans; H. Tian; B. Tilbrook; B. Tilbrook; F. N. Tubiello; I. T. van der Laan-Luijkx; G. R. van der Werf; N. Viovy; A. P. Walker; A. J. Wiltshire; R. Wright; R. Wright; S. Zaehle; B. Zheng;Abstract. Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere – the “global carbon budget” – is important to better understand the global carbon cycle, support the development of climate policies, and project future climate change. Here we describe data sets and methodology to quantify the five major components of the global carbon budget and their uncertainties. Fossil CO2 emissions (EFF) are based on energy statistics and cement production data, while emissions from land use and land-use change (ELUC), mainly deforestation, are based on land use and land-use change data and bookkeeping models. Atmospheric CO2 concentration is measured directly and its growth rate (GATM) is computed from the annual changes in concentration. The ocean CO2 sink (SOCEAN) and terrestrial CO2 sink (SLAND) are estimated with global process models constrained by observations. The resulting carbon budget imbalance (BIM), the difference between the estimated total emissions and the estimated changes in the atmosphere, ocean, and terrestrial biosphere, is a measure of imperfect data and understanding of the contemporary carbon cycle. All uncertainties are reported as ±1σ. For the last decade available (2008–2017), EFF was 9.4±0.5 GtC yr−1, ELUC 1.5±0.7 GtC yr−1, GATM 4.7±0.02 GtC yr−1, SOCEAN 2.4±0.5 GtC yr−1, and SLAND 3.2±0.8 GtC yr−1, with a budget imbalance BIM of 0.5 GtC yr−1 indicating overestimated emissions and/or underestimated sinks. For the year 2017 alone, the growth in EFF was about 1.6 % and emissions increased to 9.9±0.5 GtC yr−1. Also for 2017, ELUC was 1.4±0.7 GtC yr−1, GATM was 4.6±0.2 GtC yr−1, SOCEAN was 2.5±0.5 GtC yr−1, and SLAND was 3.8±0.8 GtC yr−1, with a BIM of 0.3 GtC. The global atmospheric CO2 concentration reached 405.0±0.1 ppm averaged over 2017. For 2018, preliminary data for the first 6–9 months indicate a renewed growth in EFF of +2.7 % (range of 1.8 % to 3.7 %) based on national emission projections for China, the US, the EU, and India and projections of gross domestic product corrected for recent changes in the carbon intensity of the economy for the rest of the world. The analysis presented here shows that the mean and trend in the five components of the global carbon budget are consistently estimated over the period of 1959–2017, but discrepancies of up to 1 GtC yr−1 persist for the representation of semi-decadal variability in CO2 fluxes. A detailed comparison among individual estimates and the introduction of a broad range of observations show (1) no consensus in the mean and trend in land-use change emissions, (2) a persistent low agreement among the different methods on the magnitude of the land CO2 flux in the northern extra-tropics, and (3) an apparent underestimation of the CO2 variability by ocean models, originating outside the tropics. This living data update documents changes in the methods and data sets used in this new global carbon budget and the progress in understanding the global carbon cycle compared with previous publications of this data set (Le Quéré et al., 2018, 2016, 2015a, b, 2014, 2013). All results presented here can be downloaded from https://doi.org/10.18160/GCP-2018.
OceanRep arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2019License: CC BYData sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2018License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Earth System Science Data (ESSD)Article . 2018 . Peer-reviewedLicense: CC BYData sources: CrossrefWageningen Staff PublicationsArticle . 2018License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2018Data sources: Electronic Publication Information CenterEarth System Science Data (ESSD)Article . 2018 . Peer-reviewedData sources: European Union Open Data PortalUniversity of Tasmania: UTas ePrintsArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 1K citations 1,204 popularity Top 0.01% influence Top 0.1% impulse Top 0.01% Powered by BIP!
visibility 115visibility views 115 download downloads 1,953 Powered bymore_vert OceanRep arrow_drop_down Institut national des sciences de l'Univers: HAL-INSUArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2019License: CC BYData sources: Bielefeld Academic Search Engine (BASE)École Polytechnique, Université Paris-Saclay: HALArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQArticle . 2018Full-Text: https://hal.science/hal-01951197Data sources: Bielefeld Academic Search Engine (BASE)University of East Anglia: UEA Digital RepositoryArticle . 2018License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Earth System Science Data (ESSD)Article . 2018 . Peer-reviewedLicense: CC BYData sources: CrossrefWageningen Staff PublicationsArticle . 2018License: CC BYData sources: Wageningen Staff PublicationsElectronic Publication Information CenterArticle . 2018Data sources: Electronic Publication Information CenterEarth System Science Data (ESSD)Article . 2018 . Peer-reviewedData sources: European Union Open Data PortalUniversity of Tasmania: UTas ePrintsArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/essd-10-2141-2018&type=result"></script>'); --> </script>
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