https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/Head https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/assertion https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/provenance https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/pubinfo https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/assertion https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/sciencelive/o/terms/FORRT-Replication-Study https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/sciencelive/o/terms/Reproduction-Study https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/2000/01/rdf-schema#label EarthCARE Level-2 to HEALPix DGGS conversion pipeline (MSI, ATLID, CPR) https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q117479905 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q1277576 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q199687 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q5629401 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q757520 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs https://w3id.org/sciencelive/o/terms/hasDeviationDescription No prior implementation of this claim exists. This is the first end-to-end pipeline demonstrating EarthCARE Level-2 → HEALPix DGGS conversion on the WGS84 ellipsoid. We therefore classify the study as a Replication (new evidence produced) rather than a Reproduction (re-running prior code), following FORRT terminology. https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs https://w3id.org/sciencelive/o/terms/hasDiscipline http://www.wikidata.org/entity/Q1348989 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs https://w3id.org/sciencelive/o/terms/hasMethodologyDescription Python package with 7 Jupyter notebooks: (1) data download via earthcarekit; (2) structural exploration of Level-2 products; (3) 2D Multi-Spectral Imager (MSI) swath → HEALPix cells with per-pixel nearest-cell assignment and type-aware aggregation (mode for classification variables, mean for continuous variables, quadrature-in-variance for uncertainty variables); (4) 1D Atmospheric Lidar (ATLID) and Cloud Profiling Radar (CPR) profiles → HEALPix cell identifier with preserved vertical axis; (5) DGGS-Zarr persistence for downstream analysis. WGS84 geodetic cell placement provided by healpix-geo (10.5281/zenodo.19337734); xarray DGGS integration via xdggs (10.5281/zenodo.14216728); reproducible Pixi environment. Released as v0.1.0 on GitHub and archived on Zenodo (10.5281/zenodo.19709327). https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs https://w3id.org/sciencelive/o/terms/hasScopeDescription Conversion of EarthCARE Level-2A products (MSI_AOT_2A, MSI_COP_2A, ATL_AER_2A, ATL_ALD_2A, ATL_CTH_2A, ATL_EBD_2A, ATL_ICE_2A, CPR_CLD_2A, CPR_FMR_2A) to a HEALPix Discrete Global Grid System representation on the WGS84 ellipsoid, covering both 2D swath imagery and 1D vertical atmospheric profiles. https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs https://w3id.org/sciencelive/o/terms/targetsClaim https://w3id.org/np/RAohMnYpM5g2aHmbJ89XYruyjMER-Jgh8Z7P9IFpsWHAE/earthcare-dggs https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/provenance https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://purl.org/dc/terms/created 2026-04-23T14:47:09.474Z https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://purl.org/nanopub/x/introduces https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/earthcare-dggs https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o http://www.w3.org/2000/01/rdf-schema#label NP created using Declaring a replication study design according to FORRT https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RAuLEjPp-4dTvPwMkfHggTto1CgjIftiGRAgHlyeEonjQ https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/sig http://purl.org/nanopub/x/hasPublicKey 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 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/sig http://purl.org/nanopub/x/hasSignature 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 https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o https://w3id.org/sciencelive/np/RA0MAQq87wUQcfDjOecXxXlBcJBCh9X5CcUO4YgefL_6o/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920