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Mind the gap: reconciling tropical forest carbon flux estimates from earth observation and national reporting requires transparency.

Viola HeinrichJo HouseDavid A GibbsNancy HarrisMartin HeroldGiacomo GrassiRoberta CantinhoThais M RosanBarbara ZimbresJulia Z ShimboJoana MeloTristram HalesStephen SitchLuiz E O C Aragão
Published in: Carbon balance and management (2023)
By adjusting the EO dataset to improve comparability with carbon fluxes estimated for managed forests in the Brazilian NGHGI, initially diverging estimates were largely reconciled and remaining differences can be explained. Despite limited spatial data available for Indonesia and Malaysia, our comparison indicated specific aspects where differing approaches may explain divergence, including uncertainties and inaccuracies. Our study highlights the importance of enhanced transparency, as set out by the Paris Agreement, to enable alignment between different approaches for independent measuring and verification.
Keyphrases
  • climate change
  • electronic health record
  • quality improvement
  • big data
  • machine learning
  • water quality