“An initiative to upscale biosphere-atmosphere fluxes from FLUXNET sites to continental and global scales”
Several experts joined hands for the collaborative FLUXCOM initiative. We use upscaling approaches based on machine learning methods that integrate FLUXNET site level observations, satellite remote sensing, and meteorological data. Our data products have promising values for assessing biosphere-atmosphere fluxes over large regions, and for evaluating process-based land models.
- Creating an ensemble of data products for global carbon and energy fluxes on land
- Understanding and characterizing uncertainties in this upscaling approach
A general overview of the FLUXCOM initiative.
BGI Department, MPI-BGC