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a context

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EU regulatory reporting (Water Framework Directive, Natura 2000) where raw data cannot be shared due to species protection and data sovereignty.

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Multi-instrument cross-comparison and DGGS-Zarr persistence for atmospheric-science workflows

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FOSCAT scattering-transform gap-filling pipelines for satellite-derived SST imagery, run at HEALPix resolutions ranging from coarse (nside=32, ~6° angular) to operational (nside=128, ~0.5° angular). The gap-filling task is to reconstruct cloud-obscured SST values using the L4 gap-free product as a statistical reference, evaluating the result via RMSE against L4 in cloudy pixels.

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Cloud, aerosol, and radiation research that needs to integrate observations across two or more EarthCARE instruments — for example combining ATLID lidar profiles with CPR radar reflectivities, MSI imagery, and BBR fluxes — without each researcher writing instrument-specific I/O code from scratch. Also relevant for educational use, mission validation studies, and cross-mission comparison work where EarthCARE data is one of multiple inputs.

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Open, reproducible and collaborative biologging analysis that brings animal-movement data together with ocean observations and models — developed within the GFTS (Global Fish Tracking System) use case of the Destination Earth (DestinE) programme — to support decisions for sustainable ocean management and the conservation of marine life under climate change.

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VIIRS night-lights radiance (NASA Black Marble) over the eastern Po Valley, analysed with the astronomy Source Extractor tool (SExtractor / SEP) running in Galaxy (usegalaxy.eu), overlaid on the EU Natura 2000 protected-area network.

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