https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/Head https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/assertion https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/provenance https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/pubinfo https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/assertion https://doi.org/10.5281/zenodo.20082933 http://purl.org/dc/terms/license https://spdx.org/licenses/MIT.html https://doi.org/10.5281/zenodo.20082933 http://purl.org/dc/terms/title Pedagogy and worked head-to-head of sphere-aware vs flat ML on HEALPix, with a real Ningaloo-Niño-2011 biodiversity overlay and a cross-discipline transfer demonstration https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://arxiv.org/abs/1801.10130 https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://arxiv.org/abs/2012.15000 https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://doi.org/10.1016/j.pocean.2015.12.014 https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://doi.org/10.1029/2023MS004021 https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://doi.org/10.1086/427976 https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://doi.org/10.1126/science.aad8745 https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://w3id.org/sciencelive/np/RAoW3q1q1Wyt5DXbFl2PI3woyhuYZuU8HYtJ3m0LyrP9M https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://w3id.org/sciencelive/np/RAvIzcWGL89mxdBXTTjgRRd0QJBBAdu7wUqkdHRCssSqs https://doi.org/10.5281/zenodo.20082933 http://purl.org/spar/cito/supports https://w3id.org/sciencelive/np/RAydqzcPo3ZNMYU2Gk9wd4u4OgITCaXwL01IQtxyoBloA https://doi.org/10.5281/zenodo.20082933 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/dc/dcmitype/Software https://doi.org/10.5281/zenodo.20082933 https://schema.org/maintainer https://github.com/annefou/spherical-ml-biodiversity https://doi.org/10.5281/zenodo.20082933 https://schema.org/result https://w3id.org/sciencelive/np/RAwXnEfd93PfqsvVkYm4XsZ4CJTjgQ_kF8NfExx_S_Xsk https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/provenance https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://purl.org/dc/terms/created 2026-05-08T20:11:20.032Z https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://purl.org/nanopub/x/hasNanopubType http://purl.org/dc/dcmitype/Software https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc http://www.w3.org/2000/01/rdf-schema#label Software: Pedagogy and worked head-to-head of sphere-aware vs flat ML on HEALPix, with a real Ningaloo-Niño-2011 biodiversity overlay and a cross-discipline transfer demonstration https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RABBzVTxosLGT4YBCfdfNd6LyuOOTe2EVOTtWJMyOoZHk https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/sig http://purl.org/nanopub/x/hasPublicKey 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 https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/sig http://purl.org/nanopub/x/hasSignature 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 https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc https://w3id.org/sciencelive/np/RA0TakYbwjs9vdc2AXyKxaCj54u5vr8zIrNhebEEskWRc/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920