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This regridding allowed for quantitative comparisons of precipitation between the datasets at different spatial resolutions. This framework was tested on the E3SM LR and E3SM NARRM model runs, as well as the GPM IMERG observations, which have significantly different spatial resolutions. The remapping onto the HEALPix pixels was necessary to compare the three datasets. https://doi.org/10.3389/feart.2023.1245815 http://purl.org/spar/cito/hasQuotedTextEnd HEALPix enabled the inter-resolution comparisons that would have otherwise been mathematically challenging. https://doi.org/10.3389/feart.2023.1245815 http://www.w3.org/2000/01/rdf-schema#comment This paper uses HEALPix to regrid datasets with different resolutions and argues that it is the most suitable approach for enabling proper comparison. https://orcid.org/0000-0002-1784-2920 http://purl.org/spar/cito/quotes https://doi.org/10.3389/feart.2023.1245815 https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#/provenance https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAq+RO7+wcZdQ2kbeD2DzECk5p0rZG0e4YvIGHoaWY44IgzNb4SE87TU1XdHgLgd1txnsD4YC13GDc7wJBFe2VYBlvz9NSk02Fcrvd4ElxkjArDru5Y1Bwh6k+9coMh8d50YjrOAdyoMulDtuMIeU05Ef78N2r66rvRD7u1euVchDIdSOvC2yk/R/SQEGivzMPnvrNrFzMT3Ad/9pb0TXnX89zayEJ1579hY3+iutshuCb5lF0sXOBLPzTA1Kc3UvKWqiHC7QF+SUZqJvqFYpIKBYr8d1RBlcknUy2liWD9g/AhrcAjMhOASF2mmV6/xHyoyBHWtmq5qifJ1FCPpkmMwIDAQAB https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#sig http://purl.org/nanopub/x/hasSignature Zw8kzkOBmfoCCjOduZF+XbbT4R4mSuZ5gNfwE3UDy4b5BEy6XL2oByWR0IwTKemjAmadptBVGWGWfa6Gqy9jX8Z4VnFW8ZYQ0XIUrbmeX97LmhajOetgZIYfw+sItGJOUIXQU302Ilyb+59iSmX2WcWwN8c4uDj5aW96hL3AO3fNFxaOUyNETwCG5D3Ob2YmyE9O0OM18jYEvNJL+K58U7iNN4GAIP0Y+zPhy4cEDyhLdcpfnJXAKjTd/Pxwl1UfbodSzsfdqXCbvvThP3vx167dSEenMAmiXKqFQUU5dh0V53mXj5AHMQZCdnfRunbTGTvfHfFrfAUP1qtPLEbI/w== https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE#sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE http://purl.org/dc/terms/created 2025-12-02T20:06:26.865Z https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE http://purl.org/nanopub/x/hasNanopubType http://purl.org/spar/cito/cites https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE http://www.w3.org/2000/01/rdf-schema#label Paper annotation: Multiple model and observational datasets were used, and they were regridded to the appropriate HEALPix resolution as needed. This regridding allowed for quantitative comparisons of precipitation between the datasets at different spatial resolutions. This framework was tested on the E3SM LR and E3SM NARRM model runs, as well as the GPM IMERG observations, which have significantly different spatial resolutions. The remapping onto the HEALPix pixels was necessary to compare the three datasets. https://w3id.org/np/RAV7mdsZb0WY7Gr6Kf1NJXJvC1GrKNbuoOsPiMTXH6yWE https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RA24onqmqTMsraJ7ypYFOuckmNWpo4Zv5gsLqhXt7xYPU