Articles | Volume 10, issue 7
https://doi.org/10.5194/gmd-10-2785-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-10-2785-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Model description paper
| Highlight paper
| 
18 Jul 2017
Model description paper | Highlight paper |
| 18 Jul 2017
The CarbonTracker Data Assimilation Shell (CTDAS) v1.0: implementation and global carbon balance 2001–2015
Ingrid T. van der Laan-Luijkx
Meteorology and Air Quality Group, Wageningen University and Research, Wageningen, the Netherlands
Institute for Marine and Atmospheric Research, Utrecht University, Utrecht, the Netherlands
Ivar R. van der Velde
Global Monitoring Division, Earth System Research Laboratory, National Oceanic and Atmospheric Administration (NOAA), Boulder, Colorado, USA
Cooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado, Boulder, Colorado, USA
Meteorology and Air Quality Group, Wageningen University and Research, Wageningen, the Netherlands
Centre for Isotope Research, University of Groningen, Groningen, the Netherlands
Emma van der Veen
Meteorology and Air Quality Group, Wageningen University and Research, Wageningen, the Netherlands
Aki Tsuruta
Climate Research, Finnish Meteorological Institute, Helsinki, Finland
Karolina Stanislawska
Meteorological Research, Finnish Meteorological Institute, Helsinki, Finland
Arne Babenhauserheide
IMK-ASF, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
Hui Fang Zhang
State Key Laboratory of Resources and Environment Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
University of Chinese Academy of Sciences, Beijing, China
Yu Liu
Institute of Biogeochemistry and Pollutant Dynamics (IBP), ETH Zurich, Zurich, Switzerland
Centre for Isotope Research, University of Groningen, Groningen, the Netherlands
International Institute for Earth System Science, Nanjing University, Nanjing, China
Huilin Chen
Centre for Isotope Research, University of Groningen, Groningen, the Netherlands
Cooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado, Boulder, Colorado, USA
Kenneth A. Masarie
Global Monitoring Division, Earth System Research Laboratory, National Oceanic and Atmospheric Administration (NOAA), Boulder, Colorado, USA
now at: SkyData Solutions LLC, Boulder, Colorado USA
Maarten C. Krol
Meteorology and Air Quality Group, Wageningen University and Research, Wageningen, the Netherlands
Institute for Marine and Atmospheric Research, Utrecht University, Utrecht, the Netherlands
SRON Netherlands Institute for Space Research, Utrecht, the Netherlands
Wouter Peters
Meteorology and Air Quality Group, Wageningen University and Research, Wageningen, the Netherlands
Centre for Isotope Research, University of Groningen, Groningen, the Netherlands
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- Effect of assimilating CO2 observations in the Korean Peninsula on the inverse modeling to estimate surface CO2 flux over Asia M. Cho et al. 10.1371/journal.pone.0263925
- The impact of temporal variability in prior emissions on the optimization of urban anthropogenic emissions of CO2, CH4 and CO using in-situ observations I. Super et al. 10.1016/j.aeaoa.2021.100119
- Simulating the land carbon sink: Progresses and challenges of terrestrial ecosystem models W. Yuan et al. 10.1016/j.agrformet.2024.110264
- Bias-correcting carbon fluxes derived from land-surface satellite data for retrospective and near-real-time assimilation systems B. Weir et al. 10.5194/acp-21-9609-2021
- Global Carbon Budget 2018 C. Le Quéré et al. 10.5194/essd-10-2141-2018
- Influence of metakaolin on fresh properties, mechanical properties and corrosion resistance of concrete and its sustainability issues: A review R. Homayoonmehr et al. 10.1016/j.jobe.2021.103011
- National CO2budgets (2015–2020) inferred from atmospheric CO2observations in support of the global stocktake B. Byrne et al. 10.5194/essd-15-963-2023
- Regional CO<sub>2</sub> inversions with LUMIA, the Lund University Modular Inversion Algorithm, v1.0 G. Monteil & M. Scholze 10.5194/gmd-14-3383-2021
- Global Carbon Budget 2023 P. Friedlingstein et al. 10.5194/essd-15-5301-2023
- Net CO<sub>2</sub> fossil fuel emissions of Tokyo estimated directly from measurements of the Tsukuba TCCON site and radiosondes A. Babenhauserheide et al. 10.5194/amt-13-2697-2020
- Ongoing CO2 monitoring verify CO2 emissions and sinks in China during 2018–2021 J. Zhong et al. 10.1016/j.scib.2023.08.039
- The consolidated European synthesis of CO2 emissions and removals for the European Union and United Kingdom: 1990–2018 A. Petrescu et al. 10.5194/essd-13-2363-2021
- Do State‐Of‐The‐Art Atmospheric CO2 Inverse Models Capture Drought Impacts on the European Land Carbon Uptake? W. He et al. 10.1029/2022MS003150
- Retrieval of atmospheric CO<sub>2</sub> vertical profiles from ground-based near-infrared spectra S. Roche et al. 10.5194/amt-14-3087-2021
- Parameter uncertainty dominates C-cycle forecast errors over most of Brazil for the 21st century T. Smallman et al. 10.5194/esd-12-1191-2021
- Spatial variations and mechanisms for the stability of terrestrial carbon sink in China K. Wang et al. 10.1007/s11430-021-1003-5
- Global Carbon Budget 2017 C. Le Quéré et al. 10.5194/essd-10-405-2018
- Simulating the Potential Sequestration of Three Major Greenhouse Gases in China’s Natural Ecosystems M. Li et al. 10.3390/f11020128
- European CH4 inversions with ICON-ART coupled to the CarbonTracker Data Assimilation Shell M. Steiner et al. 10.5194/acp-24-2759-2024
- A New Method for Top-Down Inversion Estimation of Carbon Dioxide Flux Based on Deep Learning H. Wang et al. 10.3390/rs16193694
- Global Carbon Budget 2022 P. Friedlingstein et al. 10.5194/essd-14-4811-2022
- Constraining biospheric carbon dioxide fluxes by combined top-down and bottom-up approaches S. Upton et al. 10.5194/acp-24-2555-2024
Latest update: 23 Nov 2024
Short summary
The CarbonTracker Data Assimilation Shell (CTDAS) is the new modular implementation of the CarbonTracker Europe (CTE) data assimilation system. We present and document CTDAS and demonstrate its ability to estimate global carbon sources and sinks. We present the latest CTE results including the distribution of the carbon sinks over the hemispheres and between the land biosphere and the oceans. We show the versatility of CTDAS with an overview of the wide range of other applications.
The CarbonTracker Data Assimilation Shell (CTDAS) is the new modular implementation of the...
