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rogrammatic access, harmonisation, and analysis-ready preparation of EarthCARE multi-instrument data through a unified Python interface: file-format readers, lazy/chunked loading via xarray, coordinate and unit harmonisation across instruments, common metadata representation, plotting and quick-look utilities, and conversion to formats suitable for downstream atmospheric science workflows.
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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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EarthCARE Level-1 and Level-2 satellite data products from the four payload instruments: Multi-Spectral Imager (MSI), Atmospheric Lidar (ATLID), Cloud Profiling Radar (CPR), and Broadband Radiometer (BBR), as distributed by ESA via the EarthCARE data dissemination service.
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EarthCARE is a joint ESA/JAXA Earth-observation mission carrying four instruments: a Multi-Spectral Imager (MSI), an Atmospheric Lidar (ATLID), a Cloud Profiling Radar (CPR), and a Broadband Radiometer (BBR). Each instrument's Level-1 and Level-2 products use different file structures, coordinate conventions, and metadata schemas, so researchers studying clouds, aerosols, and radiative transfer typically write instrument-specific I/O code before they can begin analysis. This question scopes what a unified Python interface to EarthCARE data needs to provide — file discovery, lazy loading, coordinate harmonisation, common metadata representation, and analysis-ready conversion — to lower the barrier between the raw mission archive and downstream atmospheric science workflows.
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Programmatic access to EarthCARE Level-1 and Level-2 multi-instrument satellite data
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Anne Fouilloux
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