Nuno Carvalhais
Scientist/Leader Model-Data Integration Group at the MPI-BGC. PhD in Env. Sci. Eng.
Session
08-12
16:20
10min
Strategies to Integrate Data and Biogeochemical Models: SINDBAD Julia Framework for Terrestrial Ecosystem Model Data Integration
Sujan Koirala, Fabian Gans, Felix Cremer, Lazaro Alonso, Nuno Carvalhais
The SINDBAD framework, with Sindbad.jl, SindbadTEM, OmniTools.jl, TimeSamplers.jl, and ErrorMetrics.jl packages offers a user‑friendly, Julia‑based system for terrestrial model–data integration. It enables scalable, differentiable experiments across spatial and temporal scales, supporting next‑generation understanding of vegetation–water–carbon interactions.
Earth system science in Julia
Room 3