@prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix xsd: . @prefix rdfs: . @prefix prov: . @prefix npx: . sub:Head { this: np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo; a np:Nanopublication . } sub:assertion { ""; "Environmental research"; a . ""; "Life sciences"; a . ""; "Physical sciences"; a . a ; "information technology" . a ; "magnetic disturbance evaluation" . a ; "transfer learning" . a ; "accompanying publication" . a ; "data" . a ; "image" . a ; "preprint" . a ; "persona" . a ; "dataset" . a ; "processed file" . a ; "version of the article" . a ; "method" . a ; "valuation" . a ; "learning" . a ; "model" . a ; "explanation" . a ; "solution" . a ; "magnetic disturbance" . a ; "peer" . a ; "publication" . "service-account-enrichment"; a . , , ; ; "7623"^^xsd:integer; "https://api.rohub.org/api/ros/e3dfa3c8-4303-4bfb-af43-5eed9d51bdab/crate/download/"; ; "2022-03-22 00:42:06.855630+00:00"; "2025-03-05 02:46:56.033478+00:00"; "2022-03-22 00:42:06.855630+00:00"; """We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article. This dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here: LINK: http://tid.uio.no/TAME/"""; "application/ld+json"; , , , ; "https://w3id.org/ro-id/e3dfa3c8-4303-4bfb-af43-5eed9d51bdab"; ; "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)"; "MANUAL"; a , , , , ; "Pascal Sado. \"Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME).\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/e3dfa3c8-4303-4bfb-af43-5eed9d51bdab." . "raw data"; a , . ; "data"; a , . "metadata"; a , . ; "biblio"; a , . ; "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00071"; ; "2022-03-22 00:42:15.866064+00:00"; "2022-03-22 00:42:21.085814+00:00"; """We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article. This dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here: LINK"""; ; "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)"; "2022-03-22 00:42:15.866064+00:00"; a , , . ; "https://doi.org/10.1029/2021JA029683"; ; "2022-03-22 00:42:18.373699+00:00"; "2022-03-22 00:42:18.491506+00:00"; ; "https://doi.org/10.1029/2021JA029683"; "2022-03-22 00:42:18.373699+00:00"; a dct:BibliographicResource, , . dct:conformsTo ; ; a . "Geo H."; a . "pascal.sado@rohub.com"; "Pascal Sado"; a . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { this: dct:created "2026-03-03T16:18:47.614+01:00"^^xsd:dateTime; dct:creator ; npx:introduces ; a npx:RoCrateNanopub; rdfs:label "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)" . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB"; npx:hasSignature "NUPcZuFZIGp6AdBy1RdAV82kK8lpCqqMzjsTtUvXBsiOk/xjrpX716N4RGBQDVdgK/BpUUDHVkALKC9aYjuSa0cXGI8jliwkbQiG/RviiX19yGO1TgTuE7BOXHw6THSn2OI73UoQUmJIk5fVL9UM+2z3sVGuiEFYPdBH9JfAcAb5d4a1eKUAIDRTg6Fgqh9i3KH1Fn+dPrHa7TtZzZ2UY+t9M1kYoEYEwPbFxrCJ1DUFOAMY2Thz3N978kTH4O6TAhWOeDV6rcUoN1dB+iF+/z+Hw3zhpZctf7Su2lMms6Su/1UWBEB1pN8Igt4Rhoi6ZQTcgP/Jakcmaa+1tS6spw=="; npx:hasSignatureTarget this:; npx:signedBy . }