cube.ngNo Gap Earth System Data Cubes

AI-driven methods for reconstructing missing observations in Earth System Data Cubes

Earth System Data Cubes

Earth System Data Cubes (ESDCs) are multidimensional arrays filled with Earth system data.

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Many Earth observation products remain affected by gaps that limit joint analysis across variables and scales.

About cube.ng

cube.ng investigates gap-aware transformer approaches for reconstructing multivariate spatiotemporal Earth system data.

See our previous work

The initial scientific focus is on vegetaton and hydrological inputs, with broader relevance for climate, ecosystem, and extreme events research.

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cube.ng is a research project led by Leipzig University and funded by the European Space Agency (ESA).