ALT High-level workflow for the Rapid Evaluation Framework (REF) combines quality-assured model output with a collection of observational reference data then initiates diagnostics and generation of tabular and graphical representations of a variety of metrics. The results are then published via an API for bespoke analysis and on an online dashboard for community use. Figure available at https://doi.org/10.5281/zenodo.15594501 (Hoffman et al., 2026)
ALT Graphic showing a satellite image of the Laurentian Great Lakes with turquoise and green areas in the water, labelled “RESETlakes”. Below, two scatter plots compare satellite-derived and in situ chlorophyll-a measurements for the OC-CCI and Lakes-CCI products, illustrating differences in their accuracy and sensor-related bias.
ALT Projected decline in the forest carbon sink in a business-as-usual scenario. The forest carbon sink is defined as the sum of five components: net carbon stock change in AGC, BGC, HWPs, deadwood (including litter), and soils. (a) Forest carbon sink of the EU-27. (b) Forest carbon sink of the five biogeographical regions, normalized by forest area (in hectare of forests, haF) to facilitate comparison.