sig (explore) | nanodash

https://w3id.org/np/RA5e5XeXy_.../comparatorGroup comparatorGroup http://purl.org/dc/terms/description description "Lat-lon-flat machine learning — feature extraction and detection that operate on the equirectangular projection of the same fields, exploiting only translation equivariance in pixel space." .

https://w3id.org/np/RA5e5XeXy_.../interventionGroup interventionGroup http://purl.org/dc/terms/description description "Sphere-aware machine learning — feature extraction and detection that operate directly on a HEALPix-NESTED substrate, exploiting rotation equivariance on the sphere. " .

https://w3id.org/np/RA5e5XeXy_.../outcomeGroup outcomeGroup http://purl.org/dc/terms/description description "Detection accuracy and F1 score by test latitude band, given a model trained on low-latitude events only." .

https://w3id.org/np/RA5e5XeXy_.../population population http://purl.org/dc/terms/description description "Globally-distributed sea-surface-temperature fields on the sphere with marine-heatwave events occurring at any latitude." .

This is a local identifier that was minted when the nanopublication was created. https://w3id.org/sciencelive/n...al-ml-latitude-invariance-2026 spherical-ml-latitude-invariance-2026 http://data.cochrane.org/ontologies/pico/comparatorGroup comparatorGroup https://w3id.org/np/RA5e5XeXy_.../comparatorGroup comparatorGroup .

This is a local identifier that was minted when the nanopublication was created. https://w3id.org/sciencelive/n...al-ml-latitude-invariance-2026 spherical-ml-latitude-invariance-2026 http://data.cochrane.org/ontologies/pico/interventionGroup interventionGroup https://w3id.org/np/RA5e5XeXy_.../interventionGroup interventionGroup .

This is a local identifier that was minted when the nanopublication was created. https://w3id.org/sciencelive/n...al-ml-latitude-invariance-2026 spherical-ml-latitude-invariance-2026 http://data.cochrane.org/ontologies/pico/outcomeGroup outcomeGroup https://w3id.org/np/RA5e5XeXy_.../outcomeGroup outcomeGroup .

This is a local identifier that was minted when the nanopublication was created. https://w3id.org/sciencelive/n...al-ml-latitude-invariance-2026 spherical-ml-latitude-invariance-2026 http://data.cochrane.org/ontologies/pico/population population https://w3id.org/np/RA5e5XeXy_.../population population .

This is the identifier for the assertion of this nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo

wasAttributedTo

https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Anne Fouilloux"

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"NP created using Defining a PICO-based research question"

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2026-05-06T20:06:25.550Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RA5e5XeXy_...

RA5e5XeXy_

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/n...al-ml-latitude-invariance-2026

spherical-ml-latitude-invariance-2026

This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

"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"

This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"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"

This is a local identifier minted within the nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://platform.sciencelive4all.org

platform.sciencelive4all.org

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93...

this nanopublication

http://purl.org/dc/terms/creator

creator

https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/sciencelive/np/RAwXnEfd93...

this nanopublication

http://purl.org/dc/terms/license

license

https://creativecommons.org/licenses/by/4.0/

4.0

Anne Fouilloux, 6 May 2026, 20:06:25 UTC

Raw formats

Full nanopublication: TriG(txt), JSON-LD(txt), N-Quads(txt), XML(txt)

Assertions only: Turtle(txt), JSON-LD(txt), N-Triples(txt), RDF/XML(txt)