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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

1

Citation identifier
MoDataInToTr21stCLandFl
Citation identifier
doi:10.26050/WDCC/MoDataInToTr21stCLandFl
Principal investigator
  Ludwig-Maximilians-University Munich - Selma Bultan
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Author
  Ludwig-Maximilians-University Munich - Selma Bultan
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Author
  Ludwig-Maximilians-University Munich - Prof. Julia Pongratz
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Publisher
  WDC Climate at DKRZ
Point of contact
  Ludwig-Maximilians-University Munich - Selma Bultan
not filled
Point of contact
  Ludwig-Maximilians-University Munich - Prof. Julia Pongratz
not filled
Name

NetCDF

Keywords
  • 21st century

Keywords
  • biogeochemistry

Keywords
  • fixed climate and CO2

Keywords
  • model-data integration

Keywords
  • transient climate and CO2

Use limitation

CC-BY-4.0: Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/

Language

eng; USA

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Begin date
2000-12-31
End date
2019-12-31
Distribution format
  • NetCDF ()

Transfer size
270
OnLine resource
https://www.wdc-climate.de/ui/entry?acronym=MoDataInToTr21stCLandFl
Hierarchy level
collection

Non quantitative attribute accuracy

Name of measure

n/a

Measure description

None

Attribute description
cell_area
Descriptor

Model Grid-Cell Area [CF-Standard Name]; unit: not filled

Attribute description
carbon_mass_flux (SLAND_B_regs)
Descriptor

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

Spearman correlation between anomalies of a) forest biomass carbon and b) precipitation; unit: not filled

Attribute description
carbon_mass_flux (SLAND_B)
Descriptor

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

Carbon fluxes due to land use and land cover changes (ELUC) (negative for fluxes into land); unit: not filled

Attribute description
p_value
Descriptor

not filled; unit: not filled

Attribute description
woody biomass (Agreement_trends_BioC)
Descriptor

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

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

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

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

eng; USA

Hierarchy level
collection
Hierarchy level name

MoDataInToTr21stCLandFl

Date stamp
2022-06-20T07:58:52
Metadata standard name

ISO 19115

Metadata standard version

ISO 19115-2:2009

Point of contact
  Ludwig-Maximilians-University Munich - Selma Bultan
not filled
Point of contact
  Ludwig-Maximilians-University Munich - Prof. Julia Pongratz
not filled
 
 

Overviews

Spatial extent

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Keywords


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