Strategies to Integrate Data and Biogeochemical Models: SINDBAD Julia Framework for Terrestrial Ecosystem Model Data Integration
Sujan Koirala, Fabian Gans, Felix Cremer, Lazaro Alonso
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