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Tracking Improvement in Simulated Marine Biogeochemistry Between CMIP5 and CMIP6.

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Summary
This summary is machine-generated.

Marine biogeochemical models show progress between Coupled Model Intercomparison Project phases 5 and 6. However, pinpointing specific improvements and exploring Earth system interactions requires further research in Earth system models.

Keywords:
Biogeochemistry-Climate FeedbacksCMIP5CMIP6Marine BiogeochemistryModel Performance

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Area of Science:

  • Earth System Science
  • Oceanography
  • Biogeochemistry

Background:

  • Marine biogeochemistry representation has advanced in current Earth system models (ESMs).
  • Identifying specific model updates driving improvements remains challenging.
  • The full potential of marine biogeochemistry in Earth system interactions and climate feedback is underexplored.

Purpose of the Study:

  • To map changes in ocean biogeochemistry components between Coupled Model Intercomparison Project (CMIP) phases 5 and 6.
  • To assess improvements in the simulated mean state of marine biogeochemical models in the latest generation of ESMs.
  • To scrutinize the progression of marine biogeochemistry components in ESMs from CMIP5 to CMIP6.

Main Methods:

  • Comparative analysis of CMIP5 and CMIP6 model versions.
  • Assessment of changes in ocean biogeochemistry components.
  • Evaluation of simulated mean state in marine biogeochemical models.

Main Results:

  • Ocean biogeochemistry components have been updated between CMIP5 and CMIP6.
  • Improvements in the simulated mean state of marine biogeochemical models are observed.
  • Attribution of specific improvements to model updates is difficult.

Conclusions:

  • Advances in marine biogeochemistry components are enabled by increased data and process understanding.
  • The progression of marine biogeochemistry in ESMs between CMIP5 and CMIP6 is significant.
  • Further research is needed to fully examine Earth system interactions and climate feedback potentials.