Tracking 21st century anthropogenic and natural carbon fluxes through model-data integration
A time series of 21st century observation-based woody vegetation carbon stocks (Xu et al.,2021; https://www.science.org/doi/10.1126/sciadv.abe9829 ) was assimilated into the bookkeeping model BLUE ('bookkeeping of land use emissions') (Hansis et al.,2015; https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1002/2014GB004997 ). Two data-integration experiments were performed to isolate anthropogenic and natural carbon fluxes. The 'transient' experiment relies on assimilating the time series of observation-based vegetation carbon stocks at each (annual) time step in BLUE. In the 'transient' experiment, changes in woody vegetation carbon between two time steps are due to the combination of environmental and anthropogenic processes. In the 'fixed' experiment, the time series of observation-based woody vegetation carbon is only assimilated in BLUE at the first time step and changes in woody vegetation carbon between two time steps are only due to anthropogenic processes. The environmental carbon fluxes were subsequently derived by taking the difference in vegetation carbon stocks between the transient and fixed experiments. All spatially explicit variables are on a geographical latitude-longitude grid with a resolution of 0.25°.
Simple
- Date (Publication)
- 2022-07-27
- Edition
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1
- Citation identifier
- MoDataInToTr21stCLandFl
- Citation identifier
- doi:10.26050/WDCC/MoDataInToTr21stCLandFl
- Name
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NetCDF
- Keywords
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21st century
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- Keywords
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biogeochemistry
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- Keywords
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fixed climate and CO2
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- Keywords
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model-data integration
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- Keywords
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transient climate and CO2
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- Use limitation
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CC-BY-4.0: Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/
- Language
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eng; USA
- Begin date
- 2000-12-31
- End date
- 2019-12-31
- Distribution format
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NetCDF
()
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NetCDF
()
- Transfer size
- 270
- Hierarchy level
- collection
Non quantitative attribute accuracy
- Name of measure
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n/a
- Measure description
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None
- Attribute description
- cell_area
- Descriptor
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Model Grid-Cell Area [CF-Standard Name]; unit: not filled
- Attribute description
- carbon_mass_flux (SLAND_B_regs)
- Descriptor
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Carbon fluxes from woody vegetation due to to environmental processes (negative for uptakes, positive for releases); unit: not filled
- Attribute description
- precipitation and forest biomass carbon (Spearman_correlation_forest_bioC_P)
- Descriptor
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Spearman correlation between anomalies of a) forest biomass carbon and b) precipitation; unit: not filled
- Attribute description
- carbon_mass_flux (SLAND_B)
- Descriptor
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Carbon fluxes from woody vegetation due to to environmental processes (negative for uptakes, positive for releases); unit: not filled
- Attribute description
- carbon_mass_flux (ELUC_fix)
- Descriptor
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Carbon fluxes due to land use and land cover changes (ELUC) (negative for fluxes into land); unit: not filled
- Attribute description
- p_value
- Descriptor
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not filled; unit: not filled
- Attribute description
- woody biomass (Agreement_trends_BioC)
- Descriptor
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Agreement trends assimilated and observed woody biomass time series; unit: not filled
- Attribute description
- air_temperature and forest biomass carbon (Spearman_correlation_forest_bioC_Ta)
- Descriptor
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Spearman correlation between anomalies of a) forest biomass carbon and b) air temperature; unit: not filled
- Attribute description
- woody vegetation carbon stocks (Assimilation_bias)
- Descriptor
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Bias due to data assimilation (difference between observed and assimilated woody vegetation carbon stocks); unit: not filled
- Attribute description
- carbon_mass_flux (ELUC_transient)
- Descriptor
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Carbon fluxes due to land use and land cover changes (ELUC) (negative for fluxes into land); unit: not filled
- File identifier
- wdc-climate.de:3907400 XML
- Metadata language
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eng; USA
- Hierarchy level
- collection
- Hierarchy level name
-
MoDataInToTr21stCLandFl
- Date stamp
- 2022-06-20T07:58:52
- Metadata standard name
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ISO 19115
- Metadata standard version
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ISO 19115-2:2009
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