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https://w3id.org/np/RAmR-xqMgOq3oTJmOVDQFL2p5usID6zqRapizHy0UJb04/concept
http://purl.org/dc/terms/description
The methodological choice of HEALPix geometry — perfect-sphere versus WGS84-ellipsoid — when resampling lat/lon-gridded SST observations to a HEALPix cell tessellation, prior to applying scattering-transform synthesis. The two geometries differ in how lat/lon points are binned to cells.
https://w3id.org/np/RAmR-xqMgOq3oTJmOVDQFL2p5usID6zqRapizHy0UJb04/context
http://purl.org/dc/terms/description
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.
https://w3id.org/np/RAmR-xqMgOq3oTJmOVDQFL2p5usID6zqRapizHy0UJb04/population
http://purl.org/dc/terms/description
Daily Copernicus Marine sea surface temperature observations over the global ocean — specifically the L3S Passive Microwave product (cmems_obs-sst_glo_phy_l3s_pmw_P1D-m, with cloud gaps) and the L4 gap-free analysis (cmems_obs-sst_glo_phy-temp_nrt_P1D-m) used as ground truth, both at 0.25° native resolution. The 'population' here is the set of ocean pixels in a single day's observation.
https://w3id.org/sciencelive/np/RA9hvGhxFk1QOqFhSAUKzWbIyE0sdRduQgQOIzdVZvHJo/wgs84-vs-sphere-sst-gap-filling
http://purl.org/dc/terms/description
Standard HEALPix-based scattering-transform gap-filling of satellite sea surface temperature observations assumes a perfect-sphere Earth model. The Earth is in fact an oblate ellipsoid better described by WGS84 — the same geometry used by GPS and operational geospatial systems. This research question asks whether using WGS84 geometry rather than a sphere when binning lat/lon SST observations to HEALPix cells measurably improves the accuracy of FOSCAT scattering-transform gap-filling, and whether any such improvement scales with HEALPix resolution. The question matters operationally: SST gap-filling pipelines run at the highest resolution data is available, and any systematic geometry-induced bias would compound with resolution.
https://w3id.org/sciencelive/np/RA9hvGhxFk1QOqFhSAUKzWbIyE0sdRduQgQOIzdVZvHJo/wgs84-vs-sphere-sst-gap-filling
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Does WGS84 ellipsoid geometry improve scattering-transform SST gap-filling vs the spherical assumption?
https://w3id.org/sciencelive/np/RA9hvGhxFk1QOqFhSAUKzWbIyE0sdRduQgQOIzdVZvHJo/wgs84-vs-sphere-sst-gap-filling
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Anne Fouilloux
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2026-04-26T18:22:17.292Z
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