JuliaCon 2026

Fabian Gans

I am a physicist by training and am currently studying Global Biogeochemical Cycles in the Earth System using Remote Sensing, Meteorological and other data sets based at the Max-Planck-Institute for Biogeochemistry, Jena, Germany.
My first commit to my first Julia package dates back to the year 2012 and since then I have authored and contributed to packages in the Julia Geodata and processing ecosystem, examples are NetCDF.jl, Zarr.jl, DiskArrays.jl, YAXArrays.jl EarthDataLab.jl and others. Some may know me under my github tag @meggart


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