https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/Head https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/assertion https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/provenance https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/pubinfo https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/assertion http://eurovoc.europa.eu/2919 http://schema.org/description http://eurovoc.europa.eu/2919 http://schema.org/name Environmental research http://eurovoc.europa.eu/2919 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/DefinedTerm https://w3id.org/ro-id/0ab53c65-ae36-4c4a-8b05-3763de4daf51 http://schema.org/name Underlying Physics of a simulation model https://w3id.org/ro-id/0ab53c65-ae36-4c4a-8b05-3763de4daf51 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/0ab53c65-ae36-4c4a-8b05-3763de4daf51 https://w3id.org/ro/terms/earth-science#normScore 19.959058341862846 https://w3id.org/ro-id/0ab53c65-ae36-4c4a-8b05-3763de4daf51 https://w3id.org/ro/terms/earth-science#score 19.5 https://w3id.org/ro-id/0d2f7991-6816-4fd1-bb84-05c209633575 http://schema.org/name earth sciences https://w3id.org/ro-id/0d2f7991-6816-4fd1-bb84-05c209633575 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#FieldOfResearch https://w3id.org/ro-id/0d2f7991-6816-4fd1-bb84-05c209633575 https://w3id.org/ro/terms/earth-science#normScore 100.0 https://w3id.org/ro-id/0d2f7991-6816-4fd1-bb84-05c209633575 https://w3id.org/ro/terms/earth-science#score 0.9151304364204407 https://w3id.org/ro-id/1c997936-4cc9-4b7f-b515-dfb44f833cc1 http://schema.org/name notebook https://w3id.org/ro-id/1c997936-4cc9-4b7f-b515-dfb44f833cc1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/1c997936-4cc9-4b7f-b515-dfb44f833cc1 https://w3id.org/ro/terms/earth-science#normScore 28.60411899313501 https://w3id.org/ro-id/1c997936-4cc9-4b7f-b515-dfb44f833cc1 https://w3id.org/ro/terms/earth-science#score 12.5 https://w3id.org/ro-id/3167c31b-fda9-4c3b-8e11-c976943a871c http://schema.org/name oceanography https://w3id.org/ro-id/3167c31b-fda9-4c3b-8e11-c976943a871c http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#NASA https://w3id.org/ro-id/3167c31b-fda9-4c3b-8e11-c976943a871c https://w3id.org/ro/terms/earth-science#normScore 100.0 https://w3id.org/ro-id/3167c31b-fda9-4c3b-8e11-c976943a871c https://w3id.org/ro/terms/earth-science#score 0.49702557921409607 https://w3id.org/ro-id/353ef546-b495-43d3-8277-c8cb75970f1a http://schema.org/name The research object refers to the Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) notebook published in the Environmental Data Science book. https://w3id.org/ro-id/353ef546-b495-43d3-8277-c8cb75970f1a http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Sentence https://w3id.org/ro-id/353ef546-b495-43d3-8277-c8cb75970f1a https://w3id.org/ro/terms/earth-science#normScore 42.24224224224224 https://w3id.org/ro-id/353ef546-b495-43d3-8277-c8cb75970f1a https://w3id.org/ro/terms/earth-science#score 42.2 https://w3id.org/ro-id/3e70ee7a-4d53-4c6f-bba4-cf3c6098bb59 http://schema.org/name Education https://w3id.org/ro-id/3e70ee7a-4d53-4c6f-bba4-cf3c6098bb59 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/3e70ee7a-4d53-4c6f-bba4-cf3c6098bb59 https://w3id.org/ro/terms/earth-science#path Education https://w3id.org/ro-id/471a19f4-4a65-401f-92e3-baab90cf7bf6 http://schema.org/name Language https://w3id.org/ro-id/471a19f4-4a65-401f-92e3-baab90cf7bf6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/471a19f4-4a65-401f-92e3-baab90cf7bf6 https://w3id.org/ro/terms/earth-science#path Arts, culture and entertainment/Culture/Language https://w3id.org/ro-id/5479a138-d4eb-4a1d-a603-d61ad01b5312 http://schema.org/name learn the Underlying Physics https://w3id.org/ro-id/5479a138-d4eb-4a1d-a603-d61ad01b5312 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/5479a138-d4eb-4a1d-a603-d61ad01b5312 https://w3id.org/ro/terms/earth-science#normScore 2.5588536335721597 https://w3id.org/ro-id/5479a138-d4eb-4a1d-a603-d61ad01b5312 https://w3id.org/ro/terms/earth-science#score 2.5 https://w3id.org/ro-id/6dbe23f7-84eb-4375-acde-10b0d53cabec http://schema.org/name Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) (Jupyter Notebook) published in the Environmental Data Science book. https://w3id.org/ro-id/6dbe23f7-84eb-4375-acde-10b0d53cabec http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Sentence https://w3id.org/ro-id/6dbe23f7-84eb-4375-acde-10b0d53cabec https://w3id.org/ro/terms/earth-science#normScore 57.75775775775775 https://w3id.org/ro-id/6dbe23f7-84eb-4375-acde-10b0d53cabec https://w3id.org/ro/terms/earth-science#score 57.7 https://w3id.org/ro-id/76c277e0-99af-43e3-b53d-a139272f1406 http://schema.org/name geosciences https://w3id.org/ro-id/76c277e0-99af-43e3-b53d-a139272f1406 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#NASA https://w3id.org/ro-id/76c277e0-99af-43e3-b53d-a139272f1406 https://w3id.org/ro/terms/earth-science#normScore 100.0 https://w3id.org/ro-id/76c277e0-99af-43e3-b53d-a139272f1406 https://w3id.org/ro/terms/earth-science#score 0.49702557921409607 https://w3id.org/ro-id/78423b5e-1ca9-49aa-a8bd-6cac4cac46bd http://schema.org/name publishing https://w3id.org/ro-id/78423b5e-1ca9-49aa-a8bd-6cac4cac46bd http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/contentdesc#Domain https://w3id.org/ro-id/78423b5e-1ca9-49aa-a8bd-6cac4cac46bd https://w3id.org/ro/terms/earth-science#normScore 100.0 https://w3id.org/ro-id/78423b5e-1ca9-49aa-a8bd-6cac4cac46bd https://w3id.org/ro/terms/earth-science#score 4.3 https://w3id.org/ro-id/789dd458-745e-41ca-a4d8-c21b43f62e5e http://schema.org/name Environmental Data Science https://w3id.org/ro-id/789dd458-745e-41ca-a4d8-c21b43f62e5e http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/789dd458-745e-41ca-a4d8-c21b43f62e5e https://w3id.org/ro/terms/earth-science#normScore 16.033254156769594 https://w3id.org/ro-id/789dd458-745e-41ca-a4d8-c21b43f62e5e https://w3id.org/ro/terms/earth-science#score 13.5 https://w3id.org/ro-id/859e8844-beba-4368-8cd7-32f7d4046da1 http://schema.org/name the ocean https://w3id.org/ro-id/859e8844-beba-4368-8cd7-32f7d4046da1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/859e8844-beba-4368-8cd7-32f7d4046da1 https://w3id.org/ro/terms/earth-science#normScore 16.389548693586697 https://w3id.org/ro-id/859e8844-beba-4368-8cd7-32f7d4046da1 https://w3id.org/ro/terms/earth-science#score 13.8 https://w3id.org/ro-id/8d2c98f7-b90d-410d-afa5-286c5a9f79b6 http://schema.org/name aim https://w3id.org/ro-id/8d2c98f7-b90d-410d-afa5-286c5a9f79b6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/8d2c98f7-b90d-410d-afa5-286c5a9f79b6 https://w3id.org/ro/terms/earth-science#normScore 20.13729977116705 https://w3id.org/ro-id/8d2c98f7-b90d-410d-afa5-286c5a9f79b6 https://w3id.org/ro/terms/earth-science#score 8.8 https://w3id.org/ro-id/9639461c-2c87-47a8-a178-355473e529cf http://schema.org/name object https://w3id.org/ro-id/9639461c-2c87-47a8-a178-355473e529cf http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/9639461c-2c87-47a8-a178-355473e529cf https://w3id.org/ro/terms/earth-science#normScore 10.807600950118765 https://w3id.org/ro-id/9639461c-2c87-47a8-a178-355473e529cf https://w3id.org/ro/terms/earth-science#score 9.1 https://w3id.org/ro-id/96b3c44c-780d-47cb-8526-d51e84e125d6 http://schema.org/name research object https://w3id.org/ro-id/96b3c44c-780d-47cb-8526-d51e84e125d6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/96b3c44c-780d-47cb-8526-d51e84e125d6 https://w3id.org/ro/terms/earth-science#normScore 46.571136131013304 https://w3id.org/ro-id/96b3c44c-780d-47cb-8526-d51e84e125d6 https://w3id.org/ro/terms/earth-science#score 45.5 https://w3id.org/ro-id/9dbc6fb2-a555-4ce1-85a5-c094f592fe49 http://schema.org/name research https://w3id.org/ro-id/9dbc6fb2-a555-4ce1-85a5-c094f592fe49 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/9dbc6fb2-a555-4ce1-85a5-c094f592fe49 https://w3id.org/ro/terms/earth-science#normScore 24.713958810068647 https://w3id.org/ro-id/9dbc6fb2-a555-4ce1-85a5-c094f592fe49 https://w3id.org/ro/terms/earth-science#score 10.8 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/#enrichment_service-account-enrichment http://schema.org/name service-account-enrichment https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/#enrichment_service-account-enrichment http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/about http://eurovoc.europa.eu/2919 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/author mailto:daniela.pinto@berkeley.edu https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/author mailto:garima.malhotra@colorado.edu https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/author mailto:jorge_eduardo2894@hotmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/contentSize 82587 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/contentUrl https://api.rohub.org/api/ros/b078ae9c-2ae3-4c10-8a86-673b55d2b274/crate/download/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/contributor mailto:barroslr@mcmaster.ca https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/contributor mailto:ovbautistac@unal.edu.co https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/contributor mailto:raf59@damtp.cam.ac.uk https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/copyrightHolder mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/dateCreated 2023-08-29 10:59:09.030042+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/dateModified 2025-03-05 01:01:20.012138+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/datePublished 2023-08-29 10:59:09.030042+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/description The research object refers to the Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) notebook published in the Environmental Data Science book. https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/encodingFormat application/ld+json https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/11b56032-493f-48ea-909e-73e45669097f https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/bad6dc79-b9b4-4790-9fc0-bd2917441ad6 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/f79e8407-3aeb-4c07-89c5-396567a57d64 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/identifier https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/name Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) (Jupyter Notebook) published in the Environmental Data Science book https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://schema.org/publisher mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://w3id.org/ro-id/rohub/model#community https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/379a4687-de50-44c7-b7bd-37125ebd4ff7 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://w3id.org/ro-id/rohub/model#creation_mode MANUAL https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/ro#ResearchObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/roevo#LiveRO https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#ExecutableResearchObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/contentdesc#Domain https://w3id.org/ro-id/78423b5e-1ca9-49aa-a8bd-6cac4cac46bd https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/1c997936-4cc9-4b7f-b515-dfb44f833cc1 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/8d2c98f7-b90d-410d-afa5-286c5a9f79b6 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/9dbc6fb2-a555-4ce1-85a5-c094f592fe49 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/ba771c58-920d-4f94-81b0-3851cbefb6e1 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#FieldOfResearch https://w3id.org/ro-id/0d2f7991-6816-4fd1-bb84-05c209633575 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#FieldOfResearch https://w3id.org/ro-id/b58af766-d8e1-459d-8f65-bb1fd3476a29 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/3e70ee7a-4d53-4c6f-bba4-cf3c6098bb59 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/471a19f4-4a65-401f-92e3-baab90cf7bf6 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/b2dcd265-39bf-4126-bc97-d1c67889a982 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/d83ad851-e72f-453d-866e-b0af75934e92 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/789dd458-745e-41ca-a4d8-c21b43f62e5e https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/859e8844-beba-4368-8cd7-32f7d4046da1 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/9639461c-2c87-47a8-a178-355473e529cf https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/c51bcb8b-2708-4b39-ace4-e0e59e0ca9ea https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/e330cb7f-bbeb-46d2-9b13-e46bd22b1ae9 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/f3eb0e17-e7a4-4ccc-9e87-a9e1f9ab7039 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/f9d4b7a2-2387-4c96-99cc-5ca29fdbc723 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#NASA https://w3id.org/ro-id/3167c31b-fda9-4c3b-8e11-c976943a871c https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#NASA https://w3id.org/ro-id/76c277e0-99af-43e3-b53d-a139272f1406 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/0ab53c65-ae36-4c4a-8b05-3763de4daf51 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/5479a138-d4eb-4a1d-a603-d61ad01b5312 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/96b3c44c-780d-47cb-8526-d51e84e125d6 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/cdcf9d81-b9a9-45f8-a01d-a854be23736c https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/dc437fb5-f536-4fc5-be6e-320db90cd61a https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Sentence https://w3id.org/ro-id/353ef546-b495-43d3-8277-c8cb75970f1a https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#Sentence https://w3id.org/ro-id/6dbe23f7-84eb-4375-acde-10b0d53cabec https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro/terms/earth-science#template https://w3id.org/ro/terms/earth-science#ExecutableResearchObjectTemplate https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://www.w3.org/ns/iana/link-relations/relation#cite-as Garima Malhotra, Daniela Pinto Veizaga, Jorge Eduardo Peña Velasco, Rachel Furner, Oscar Bautista, and Ricardo Barros Lourenço. "Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) (Jupyter Notebook) published in the Environmental Data Science book." ROHub. Aug 29 ,2023. https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274. https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/379a4687-de50-44c7-b7bd-37125ebd4ff7 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro-id/rohub/model#community https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/11b56032-493f-48ea-909e-73e45669097f http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/11b56032-493f-48ea-909e-73e45669097f http://schema.org/name biblio https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/11b56032-493f-48ea-909e-73e45669097f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/11b56032-493f-48ea-909e-73e45669097f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://schema.org/name tool https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/3930f93a-e7c2-4829-b54b-42e837363f81 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/bad6dc79-b9b4-4790-9fc0-bd2917441ad6 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/bad6dc79-b9b4-4790-9fc0-bd2917441ad6 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/bad6dc79-b9b4-4790-9fc0-bd2917441ad6 http://schema.org/name input https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/bad6dc79-b9b4-4790-9fc0-bd2917441ad6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/bad6dc79-b9b4-4790-9fc0-bd2917441ad6 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/f79e8407-3aeb-4c07-89c5-396567a57d64 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/f79e8407-3aeb-4c07-89c5-396567a57d64 http://schema.org/hasPart https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/f79e8407-3aeb-4c07-89c5-396567a57d64 http://schema.org/name output https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/f79e8407-3aeb-4c07-89c5-396567a57d64 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/folders/f79e8407-3aeb-4c07-89c5-396567a57d64 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/contentSize 71086 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/contentUrl https://api.rohub.org/api/resources/0f890526-d412-4087-bc37-79955a487a0c/download/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/dateCreated 2023-08-29 10:59:32.025579+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/dateModified 2023-08-29 10:59:33.321188+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/encodingFormat image/png https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/name Image showing spatially averaged errors from the model trained with only a 2D neighborhood of inputs https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://schema.org/sdDatePublished 2023-08-29 10:59:32.025579+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/roterms#Sketch https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/0f890526-d412-4087-bc37-79955a487a0c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/contentUrl https://doi.org/10.5281/zenodo.7919172 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/dateCreated 2023-08-29 10:59:38.640927+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/dateModified 2023-08-29 10:59:39.749245+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/description Contains input MITgcm Dataset for paper: Sensitivity analysis of a data-driven model of ocean temperature (v1.1) used in the Jupyter notebook of Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/name Input MITgcm Dataset for paper: Sensitivity analysis of a data-driven model of ocean temperature (v1.1) https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://schema.org/sdDatePublished 2023-08-29 10:59:38.640927+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/4f3a7e5c-335a-4b71-bed2-a4cce8941d0f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/contentUrl https://github.com/eds-book-gallery/3286b92f-4fae-4cc6-a29e-e408bc844542/tree/main/.binder/environment.yml https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/dateCreated 2023-08-29 10:59:52.876705+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/dateModified 2023-08-29 10:59:53.725111+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/description Conda environment when user want to have the same libraries installed without concerns of package versions https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/name Conda environment https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://schema.org/sdDatePublished 2023-08-29 10:59:52.876705+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6bf74de0-59cb-4d01-a4dc-62cec9896270 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/contentUrl http://doi.org/10.1017/eds.2022.10 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/dateCreated 2023-08-29 10:59:46.964607+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/dateModified 2023-08-29 10:59:47.790718+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/description Related publication of the modelling presented in the Jupyter notebook https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/name A sensitivity analysis of a regression model of ocean temperature https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://schema.org/sdDatePublished 2023-08-29 10:59:46.964607+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/dc/terms/BibliographicResource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/6cb8f287-259b-412a-aa53-07485623c426 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/contentUrl https://doi.org/10.5281/zenodo.7954232 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/dateCreated 2023-08-29 10:59:41.574300+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/dateModified 2023-08-29 10:59:42.414185+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/description Contains input Reproducible Challenge - Team 3 - Sensitivity analysis- Models used in the Jupyter notebook of Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/name Input Reproducible Challenge - Team 3 - Sensitivity analysis- Models https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://schema.org/sdDatePublished 2023-08-29 10:59:41.574300+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/9a7b9a09-46d4-45ea-91c9-08ae4ec65397 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/contentUrl https://edsbook.org/notebooks/gallery/3286b92f-4fae-4cc6-a29e-e408bc844542/notebook.html https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/dateCreated 2023-08-29 10:59:55.612652+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/dateModified 2023-08-29 10:59:56.444980+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/description Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/encodingFormat text/html https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/name Online rendered version of the Jupyter notebook https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://schema.org/sdDatePublished 2023-08-29 10:59:55.612652+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/b1b1e0b8-9887-4487-8545-9e677c9b9bf1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/Publication https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/contentUrl https://github.com/eds-book-gallery/3286b92f-4fae-4cc6-a29e-e408bc844542/tree/main/.lock/conda-lock.yml https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/dateCreated 2023-08-29 10:59:50.162197+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/dateModified 2023-08-29 10:59:51.052567+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/description Lock conda file of the Jupyter notebook hosted by the Environmental Data Science Book https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/name Lock conda file https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://schema.org/sdDatePublished 2023-08-29 10:59:50.162197+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/c7cb324f-4912-4af6-b448-90120daf2eff http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/contentUrl https://github.com/eds-book-gallery/3286b92f-4fae-4cc6-a29e-e408bc844542/blob/main/notebook.ipynb https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/dateCreated 2023-08-29 10:59:35.218001+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/dateModified 2023-08-29 10:59:36.119497+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/description Jupyter Notebook hosted by the Environmental Data Science Book https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/name Jupyter notebook https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://schema.org/sdDatePublished 2023-08-29 10:59:35.218001+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/e2bb7c97-8729-4d0f-b513-108722a2baac http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#JupyterNotebook https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/author mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/contentUrl https://doi.org/10.5281/zenodo.8271978 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/creator mailto:environmental.ds.book@gmail.com https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/dateCreated 2023-08-29 10:59:44.271823+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/dateModified 2023-08-29 10:59:45.150207+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/description Contains outputs, (figures), generated in the Jupyter notebook of Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/name Outputs https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://schema.org/sdDatePublished 2023-08-29 10:59:44.271823+00:00 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Dataset https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/resources/ec40274f-f5a7-4479-8976-e8f63909129b http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ro-crate-metadata.json http://purl.org/dc/terms/conformsTo https://w3id.org/ro/crate/1.1 https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ro-crate-metadata.json http://schema.org/about https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ro-crate-metadata.json http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/CreativeWork https://w3id.org/ro-id/b2dcd265-39bf-4126-bc97-d1c67889a982 http://schema.org/name Book industry https://w3id.org/ro-id/b2dcd265-39bf-4126-bc97-d1c67889a982 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/b2dcd265-39bf-4126-bc97-d1c67889a982 https://w3id.org/ro/terms/earth-science#path Economy, business and finance/Economic sector/Media/Book industry https://w3id.org/ro-id/b58af766-d8e1-459d-8f65-bb1fd3476a29 http://schema.org/name oceanography https://w3id.org/ro-id/b58af766-d8e1-459d-8f65-bb1fd3476a29 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#FieldOfResearch https://w3id.org/ro-id/b58af766-d8e1-459d-8f65-bb1fd3476a29 https://w3id.org/ro/terms/earth-science#normScore 100.0 https://w3id.org/ro-id/b58af766-d8e1-459d-8f65-bb1fd3476a29 https://w3id.org/ro/terms/earth-science#score 0.9151304364204407 https://w3id.org/ro-id/ba771c58-920d-4f94-81b0-3851cbefb6e1 http://schema.org/name book https://w3id.org/ro-id/ba771c58-920d-4f94-81b0-3851cbefb6e1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Concept https://w3id.org/ro-id/ba771c58-920d-4f94-81b0-3851cbefb6e1 https://w3id.org/ro/terms/earth-science#normScore 26.54462242562929 https://w3id.org/ro-id/ba771c58-920d-4f94-81b0-3851cbefb6e1 https://w3id.org/ro/terms/earth-science#score 11.6 https://w3id.org/ro-id/c51bcb8b-2708-4b39-ace4-e0e59e0ca9ea http://schema.org/name book https://w3id.org/ro-id/c51bcb8b-2708-4b39-ace4-e0e59e0ca9ea http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/c51bcb8b-2708-4b39-ace4-e0e59e0ca9ea https://w3id.org/ro/terms/earth-science#normScore 11.401425178147267 https://w3id.org/ro-id/c51bcb8b-2708-4b39-ace4-e0e59e0ca9ea https://w3id.org/ro/terms/earth-science#score 9.6 https://w3id.org/ro-id/cdcf9d81-b9a9-45f8-a01d-a854be23736c http://schema.org/name the ocean's Temperature https://w3id.org/ro-id/cdcf9d81-b9a9-45f8-a01d-a854be23736c http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/cdcf9d81-b9a9-45f8-a01d-a854be23736c https://w3id.org/ro/terms/earth-science#normScore 8.597748208802455 https://w3id.org/ro-id/cdcf9d81-b9a9-45f8-a01d-a854be23736c https://w3id.org/ro/terms/earth-science#score 8.4 https://w3id.org/ro-id/d83ad851-e72f-453d-866e-b0af75934e92 http://schema.org/name Literature https://w3id.org/ro-id/d83ad851-e72f-453d-866e-b0af75934e92 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#IPTC https://w3id.org/ro-id/d83ad851-e72f-453d-866e-b0af75934e92 https://w3id.org/ro/terms/earth-science#path Arts, culture and entertainment/Arts and entertainment/Literature https://w3id.org/ro-id/dc437fb5-f536-4fc5-be6e-320db90cd61a http://schema.org/name Environmental Data Science book https://w3id.org/ro-id/dc437fb5-f536-4fc5-be6e-320db90cd61a http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Phrase https://w3id.org/ro-id/dc437fb5-f536-4fc5-be6e-320db90cd61a https://w3id.org/ro/terms/earth-science#normScore 22.313203684749233 https://w3id.org/ro-id/dc437fb5-f536-4fc5-be6e-320db90cd61a https://w3id.org/ro/terms/earth-science#score 21.8 https://w3id.org/ro-id/e330cb7f-bbeb-46d2-9b13-e46bd22b1ae9 http://schema.org/name research https://w3id.org/ro-id/e330cb7f-bbeb-46d2-9b13-e46bd22b1ae9 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/e330cb7f-bbeb-46d2-9b13-e46bd22b1ae9 https://w3id.org/ro/terms/earth-science#normScore 13.064133016627078 https://w3id.org/ro-id/e330cb7f-bbeb-46d2-9b13-e46bd22b1ae9 https://w3id.org/ro/terms/earth-science#score 11.0 https://w3id.org/ro-id/f3eb0e17-e7a4-4ccc-9e87-a9e1f9ab7039 http://schema.org/name notebook https://w3id.org/ro-id/f3eb0e17-e7a4-4ccc-9e87-a9e1f9ab7039 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/f3eb0e17-e7a4-4ccc-9e87-a9e1f9ab7039 https://w3id.org/ro/terms/earth-science#normScore 15.439429928741092 https://w3id.org/ro-id/f3eb0e17-e7a4-4ccc-9e87-a9e1f9ab7039 https://w3id.org/ro/terms/earth-science#score 13.0 https://w3id.org/ro-id/f9d4b7a2-2387-4c96-99cc-5ca29fdbc723 http://schema.org/name Underlying Physics https://w3id.org/ro-id/f9d4b7a2-2387-4c96-99cc-5ca29fdbc723 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Lemma https://w3id.org/ro-id/f9d4b7a2-2387-4c96-99cc-5ca29fdbc723 https://w3id.org/ro/terms/earth-science#normScore 16.8646080760095 https://w3id.org/ro-id/f9d4b7a2-2387-4c96-99cc-5ca29fdbc723 https://w3id.org/ro/terms/earth-science#score 14.2 mailto:barroslr@mcmaster.ca http://schema.org/affiliation McMaster University mailto:barroslr@mcmaster.ca http://schema.org/email barroslr@mcmaster.ca mailto:barroslr@mcmaster.ca http://schema.org/name Ricardo Barros Lourenço mailto:barroslr@mcmaster.ca http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:daniela.pinto@berkeley.edu http://schema.org/affiliation University of California, Berkeley mailto:daniela.pinto@berkeley.edu http://schema.org/email daniela.pinto@berkeley.edu mailto:daniela.pinto@berkeley.edu http://schema.org/name Daniela Pinto Veizaga mailto:daniela.pinto@berkeley.edu http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:environmental.ds.book@gmail.com http://schema.org/email environmental.ds.book@gmail.com mailto:environmental.ds.book@gmail.com http://schema.org/name Environmental Data Science Book Community mailto:environmental.ds.book@gmail.com http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Person mailto:environmental.ds.book@gmail.com http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:garima.malhotra@colorado.edu http://schema.org/affiliation University of Colorado Boulder mailto:garima.malhotra@colorado.edu http://schema.org/email garima.malhotra@colorado.edu mailto:garima.malhotra@colorado.edu http://schema.org/name Garima Malhotra mailto:garima.malhotra@colorado.edu http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:jorge_eduardo2894@hotmail.com http://schema.org/affiliation Claremont McKenna College mailto:jorge_eduardo2894@hotmail.com http://schema.org/email jorge_eduardo2894@hotmail.com mailto:jorge_eduardo2894@hotmail.com http://schema.org/name Jorge Eduardo Peña Velasco mailto:jorge_eduardo2894@hotmail.com http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:ovbautistac@unal.edu.co http://schema.org/affiliation World Food Programme mailto:ovbautistac@unal.edu.co http://schema.org/email ovbautistac@unal.edu.co mailto:ovbautistac@unal.edu.co http://schema.org/name Oscar Bautista mailto:ovbautistac@unal.edu.co http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent mailto:raf59@damtp.cam.ac.uk http://schema.org/affiliation University of Cambridge mailto:raf59@damtp.cam.ac.uk http://schema.org/email raf59@damtp.cam.ac.uk mailto:raf59@damtp.cam.ac.uk http://schema.org/name Rachel Furner mailto:raf59@damtp.cam.ac.uk http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/provenance https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://api.rohub.org/api/ros/b078ae9c-2ae3-4c10-8a86-673b55d2b274/crate/download/ro-crate-metadata.json https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/pubinfo https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://purl.org/dc/terms/created 2025-11-11T16:09:38.445+01:00 https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://purl.org/nanopub/x/introduces https://w3id.org/ro-id/b078ae9c-2ae3-4c10-8a86-673b55d2b274/ https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/nanopub/x/RoCrateNanopub https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE http://www.w3.org/2000/01/rdf-schema#label Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature (CIRC23) (Jupyter Notebook) published in the Environmental Data Science book https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/sig http://purl.org/nanopub/x/hasSignature WkRL76LI0TcolfuAAC45tpu+VhPDe0LQlkvweFsI39lkJPA4nF+ElbF1Q5fQYRGTFsBJfGqs8DcBFaE5E4ktR6G3++IIoOKO1Ysfl/4u7/rVxoMuKJIfIlBCirMSDXQvYpC82s+VIWAqcnveToSetju1OFPDxD+lbD6WAxQJ04VgOHgg+i/qW7gIMNC+kFitcjaxHPhHj9HvzOpfmeapnFED5Nz9uh6f+CvpBvhJxb6cBhmTztJ6lnvNOR2YqOl3DD+xBmRVSLt8p269aen+6ViG9tgPChNrmtrAfSN+rTX0KBUT1jNxdzw8Y3WUpYemLAFB4uJ9jdTSs/M7sr4+Mw== https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE https://w3id.org/np/RAUGXTrtOgKzOIu1e7ls6KdnQ4fFNT7h_VRUBT08cX4GE/sig http://purl.org/nanopub/x/signedBy https://w3id.org/kpxl/gen/terms/RoCrateBot