{"count":4793,"next":"https://metax.demo.fairdata.fi/v3/datasets?format=json&limit=20&offset=240","previous":"https://metax.demo.fairdata.fi/v3/datasets?format=json&limit=20&offset=200","results":[{"id":"e1df8258-d81d-47a7-8fa8-bb807b98fb49","access_rights":{"id":"509162b5-1e54-4a3f-af06-e0224f9e5e9f","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"a2224262-c12f-4a93-940b-064b3a7b0503","roles":["creator"],"person":{"id":"a6a5ea89-ac1a-4634-afc4-e96927615fea","name":"Eljas Oksanen"},"organization":{"id":"a5f4935c-4c0e-44f6-a7d6-71b946913649","pref_label":{"en":"University of Helsinki","fi":"Helsingin yliopisto","sv":"Helsingfors universitet","und":"Helsingin yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01901","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"abee1b10-2bb9-4eb1-bcdc-668f4fddc363","roles":["creator"],"person":{"id":"c2a51853-9cb2-46e4-a5ae-cf38f9476f35","name":"Jouni Tuominen","external_identifier":"https://orcid.org/0000-0003-4789-5676"},"organization":{"id":"c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98","pref_label":{"en":"Department of Computer Science","fi":"Department of Computer Science","sv":"Department of Computer Science","und":"Department of Computer Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"039d4923-4914-4e3e-a39d-e8c620562ca6","roles":["publisher"],"organization":{"id":"d0b8385d-4cbe-4e94-b02e-f78d14147925","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Supplementary files for the publication: Lewis, M., Oksanen, E., Ehrnsten, F., Rantala, H., Tuominen, J. &amp; Hyvönen, E. (forthcoming in 2025). ‘The Impact of Human Decision-making on the Research Value of Archaeological Data’. Journal on Computing and Cultural Heritage. The files include: R code that is meant as an instruction for conducting a spatial point pattern analysis and to compute local averages, in order to demonstrate regional variability in recording practices related to spatial data in the finds records by the Portable Antiquities Scheme in England and Wales (PAS) SHACL shape definition that serves as a demonstration for using SHACL (Shapes Constraint Language) for validating finds records by the Portable Antiquities Scheme in England and Wales (PAS) regarding dates and periods; sample data file, and Dockerfile for loading data into and serving it in Apache Jena Fuseki triplestore/SPARQL endpoint"},"field_of_science":[{"id":"cfd80611-c263-4bde-bab8-11502ec390b5","url":"http://www.yso.fi/onto/okm-tieteenala/ta113","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Computer and information sciences","fi":"Tietojenkäsittely ja informaatiotieteet","sv":"Data- och informationsvetenskap"}}],"infrastructure":[],"issued":"2025-03-17","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14918471","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14918472"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Human decision making supplementary files"},"created":"2025-12-04T08:12:00Z","modified":"2026-03-26T06:55:19Z","dataset_versions":[{"id":"e1df8258-d81d-47a7-8fa8-bb807b98fb49","title":{"en":"Human decision making supplementary files"},"persistent_identifier":"doi:10.5281/zenodo.14918471","state":"published","created":"2025-12-04T08:12:00Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"d274bff6-d922-4cd5-b593-4b8900380370","access_rights":{"id":"04bb9e54-b9c0-4e66-a831-c3470fe213ca","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"f4942f77-79bd-4634-a005-e66f012f72a1","roles":["creator"],"person":{"id":"4cd9437d-173e-4a8a-9f8a-3f8c08bcda97","name":"Jan Akmal","external_identifier":"https://orcid.org/0000-0002-7452-0485"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"edcfcfc8-a5e7-4279-abde-571b76d05e25","roles":["creator"],"person":{"id":"95ed4b07-969c-4980-aa6b-2218203d7948","name":"Jukka Kuva"},"organization":{"id":"0092e170-85bb-4727-8773-71ffacdba5ef","pref_label":{"en":"Geological Survey of Finland","fi":"Geologian tutkimuskeskus","sv":"Geologiska forskningscentralen","und":"Geologian tutkimuskeskus"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/5040011","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"a3f344b9-337a-404d-9fad-bdcee223586f","roles":["publisher"],"organization":{"id":"b127b0cd-6a8f-4cd0-8a1f-1ec2ba5f07e2","pref_label":{"en":"Fairdata","fi":"Fairdata","sv":"Fairdata"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"3D printed titanium specimen printed on EOS M290 featured in [manuscript details to be added]. Full 3D data currently available on request from fairdata-pas@gtk.fi. Data will be uploaded to Fairdata-PAS repository and link provided here once the upload tools are in use again."},"field_of_science":[{"id":"08d738d6-2348-4c83-b224-b654db7d848c","url":"http://www.yso.fi/onto/okm-tieteenala/ta216","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Materials engineering","fi":"Materiaalitekniikka","sv":"Materialteknik"}}],"infrastructure":[],"issued":"2025-03-18","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.23729/fd-e7e416a7-9239-3eba-b1f5-4bf366461080","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://etsin.fairdata.fi/dataset/f7e6e227-39c1-47e3-918d-4c2c40ee7940"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"AI-based defect detection and self-healing in metal additive manufacturing"},"created":"2025-12-04T08:11:57Z","modified":"2026-03-26T06:55:16Z","dataset_versions":[{"id":"d274bff6-d922-4cd5-b593-4b8900380370","title":{"en":"AI-based defect detection and self-healing in metal additive manufacturing"},"persistent_identifier":"doi:10.23729/fd-e7e416a7-9239-3eba-b1f5-4bf366461080","state":"published","created":"2025-12-04T08:11:57Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"609d1a68-4024-4bbf-bb31-5eac0d4a3c94","access_rights":{"id":"944c37cb-85cd-41ae-949d-7aa0261fe724","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"d4b9f9ed-5975-4bde-823d-03c32a7879cf","roles":["creator"],"person":{"id":"ca96d59e-8380-4fb6-acca-e3378648fb3b","name":"Matti Kummu","external_identifier":"https://orcid.org/0000-0001-5096-0163"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"9f9aa6ed-8f4f-4260-b448-2017d0ac4a3c","roles":["creator"],"person":{"id":"22fa7d95-b25b-4eb3-9ed4-8ddbd0d9e90d","name":"Venla Niva","external_identifier":"https://orcid.org/0000-0002-1456-4881"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"e0e8bbc7-eeab-47cf-8765-4e9fa0079fc0","roles":["publisher"],"organization":{"id":"43bb1ef6-ddac-4a39-b899-7825ee6af87d","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Here input data for the scripts that were used to create the global gridded (5 arc-min resolution) detailed annual net-migration dataset for 2000-2019 is provided. The code is available at: https://github.com/mattikummu/global_net_migration The dataset is presented in details, with some further analyses, in the following publication. Please cite this paper when using data. Niva et al. 2023. World's human migration patterns in 2000-2019 unveiled by high-resolution data. Nature Human Behaviour 7: 2023–2037. Doi: https://doi.org/10.1038/s41562-023-01689-4 And output data is available at: https://doi.org/10.5281/zenodo.7997133"},"field_of_science":[{"id":"441cd168-c5e0-42e1-ac2a-95f2432d16a3","url":"http://www.yso.fi/onto/okm-tieteenala/ta520","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Other social sciences","fi":"Muut yhteiskuntatieteet","sv":"Övriga samhällsvetenskaper"}}],"infrastructure":[],"issued":"2025-02-28","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14946360","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14946361"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Input data for creating global net migration dataset for 2000-2019"},"created":"2025-12-04T08:11:53Z","modified":"2026-03-26T06:55:11Z","dataset_versions":[{"id":"609d1a68-4024-4bbf-bb31-5eac0d4a3c94","title":{"en":"Input data for creating global net migration dataset for 2000-2019"},"persistent_identifier":"doi:10.5281/zenodo.14946360","state":"published","created":"2025-12-04T08:11:53Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"cfd051b4-51c8-428d-b922-6ac8dfbde6ef","access_rights":{"id":"b41e0378-5e04-43fc-96cc-6f985bd034d1","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"fbbad16e-6c17-4f4f-8368-dba3c16f6c17","roles":["creator"],"person":{"id":"005d2ebd-5aa9-4cac-9711-f39ef3ec618e","name":"Margarida Ribeiro de Sousa","external_identifier":"https://orcid.org/0009-0007-0296-403X"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"02603ce9-ea83-4ecc-8ad4-9c60f622c71d","roles":["creator"],"person":{"id":"9e94c932-6f3f-428e-84d6-e0be70eedb24","name":"Vesa Saikko","external_identifier":"https://orcid.org/0000-0002-0196-0033"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"c8197d28-55c0-49f7-a3b4-a61b5b8aad8e","roles":["publisher"],"organization":{"id":"b119a039-f286-46a2-a2ed-d256c32d9201","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"This dataset contains the SEM, EDX, surface roughness (Ra) and disassembly force results of wear performance tests conducted on contemporary femoral head taper connections."},"field_of_science":[{"id":"08d738d6-2348-4c83-b224-b654db7d848c","url":"http://www.yso.fi/onto/okm-tieteenala/ta216","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Materials engineering","fi":"Materiaalitekniikka","sv":"Materialteknik"}}],"infrastructure":[],"issued":"2025-03-06","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14981123","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14981124"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Wear of femoral head taper connections of contemporary total hip prostheses—An experimental study"},"created":"2025-12-04T08:11:51Z","modified":"2026-03-26T06:55:09Z","dataset_versions":[{"id":"cfd051b4-51c8-428d-b922-6ac8dfbde6ef","title":{"en":"Wear of femoral head taper connections of contemporary total hip prostheses—An experimental study"},"persistent_identifier":"doi:10.5281/zenodo.14981123","state":"published","created":"2025-12-04T08:11:51Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"aa583ec9-bfc5-446e-a25a-5ed4010666ec","access_rights":{"id":"a59ce93f-ff51-478c-acef-9aa934cd9ab8","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"90b82701-5a1d-4eac-a96d-3988441a2171","roles":["creator"],"person":{"id":"e312a038-26ec-41b5-89a1-af1c90603496","name":"Tuomas Uusnäkki","external_identifier":"https://orcid.org/0000-0003-2367-2283"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"4856c526-7964-455e-a787-737a494b331c","roles":["creator"],"person":{"id":"40a525d3-488e-41d4-a714-6703c736e6b9","name":"Timm Fabian Mörstedt","external_identifier":"https://orcid.org/0000-0001-9869-1329"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"d0a96cef-9132-4071-92a4-a519e742b6a4","roles":["creator"],"person":{"id":"3afd7e92-a3f3-4797-bab9-c3dea28f9017","name":"Wallace Teixeira","external_identifier":"https://orcid.org/0000-0002-4933-2722"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"75b54aa0-a7be-4cfd-aef4-b0ef4ab9a0be","roles":["creator"],"person":{"id":"6b572cb7-7e02-45d8-b79c-4aebbb955e19","name":"Miika Rasola","external_identifier":"https://orcid.org/"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"48453517-5eea-4b6f-915c-955251b1da41","roles":["creator"],"person":{"id":"082271a7-f898-4d9d-934e-1b60cba58c91","name":"Mikko Möttönen","external_identifier":"https://orcid.org/0000-0001-5084-2298"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"87c66d48-60f0-4c51-a370-9d942a45f10b","roles":["publisher"],"organization":{"id":"fda7deb0-121e-4689-b03d-d45ea6467676","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Data and analysis codes for generating figures and data for the publication \"Experimental realization of a quantum heat engine based on dissipation-engineered superconducting circuits\" in ArXiv at https://arxiv.org/abs/2502.20143. See README.md for instructions and more information on the contents."},"field_of_science":[{"id":"f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d","url":"http://www.yso.fi/onto/okm-tieteenala/ta114","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Physical sciences","fi":"Fysiikka","sv":"Fysik"}}],"infrastructure":[],"issued":"2025-03-02","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14935889","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14957170"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Data and analysis codes for \"Experimental realization of a quantum heat engine based on dissipation-engineered superconducting circuits\""},"created":"2025-12-04T08:11:48Z","modified":"2026-03-26T06:55:06Z","dataset_versions":[{"id":"aa583ec9-bfc5-446e-a25a-5ed4010666ec","title":{"en":"Data and analysis codes for \"Experimental realization of a quantum heat engine based on dissipation-engineered superconducting circuits\""},"persistent_identifier":"doi:10.5281/zenodo.14935889","state":"published","created":"2025-12-04T08:11:48Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"1d89effd-55c2-4a00-9d31-a5b073b44100","access_rights":{"id":"78cfcc88-ebdf-4318-ba37-793d2bea51aa","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"d1a44a69-8da0-4f28-97f4-ac127630cf5c","roles":["creator"],"person":{"id":"d32cab7b-25a0-4ce9-8402-94e95426bc9e","name":"Eerik Alamikkotervo","external_identifier":"https://orcid.org/"},"organization":{"id":"49443406-3b0f-4bea-916c-902e338839b8","pref_label":{"en":"School common, SCI","fi":"School common, SCI","sv":"School common, SCI","und":"School common, SCI"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"6b519b44-a1c1-46c7-a293-e920fc635535","roles":["creator"],"person":{"id":"aa612d4c-ef45-42ea-badd-62078762f202","name":"Risto Ojala","external_identifier":"https://orcid.org/0000-0003-0865-1775"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"0c0db11b-1d68-45cd-932b-25c498de527a","roles":["creator"],"person":{"id":"dffad270-cd6f-42fc-8cbf-bf4765ac94a5","name":"Jesse Pirhonen","external_identifier":"https://orcid.org/"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"13c73029-689b-4cd4-90ea-7814c7fc55ca","roles":["creator"],"person":{"id":"830e7732-6951-4b15-95ee-d0cc11a9be3d","name":"Pejman Habibiroudkenar"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"6cdd8992-e239-4d61-a15e-80d570f80d47","roles":["creator"],"person":{"id":"9ac2423e-74b0-47d6-b041-080333928199","name":"Kari Tammi","external_identifier":"https://orcid.org/0000-0001-9376-2386"},"organization":{"id":"14199275-688a-4400-a88d-d15cf8a6df27","pref_label":{"en":"School services, ENG","fi":"School services, ENG","sv":"School services, ENG","und":"School services, ENG"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T200","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"abbf4568-999f-499e-874c-4a58a95a6cc1","roles":["publisher"],"organization":{"id":"90fb7faf-77de-48fa-9677-4c0542792aa9","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"This is a Winter Driving Dataset with high-quality GNSS/INS readings, forward-facing images, and 32-channel lidar scans (top mounted) for 1000 samples. Road segmentation annotations are provided for the images. The data is used in this paper. The source code for the paper is available in github. Image data has been anonymized so that it doesn't contain personal data. This work was funded by Henry Ford Foundation Finland and Aalto Doctoral School. The exact sensor setup is: GNSS/INS: Novatel PWRPAK 7DE2 Camera: FLIR blackfly S 2448x2048 Lidar: Velodyne VLP-32C The dataset is divided into countryside and suburb subsets, both containing a test sequence with 400 samples and a validation sequence with 100 samples. The file structure is as follows: finnish_winter_driving_dataset/ ├─ processed/ │ ├─ countryside_test/ │ │ ├─ data/ │ │ │ ├─ images/ │ │ │ │ ├─ 0.png │ │ │ │ ├─ ... │ │ │ ├─ scans/ │ │ │ │ ├─ 0.npy │ │ │ │ ├─ ... │ │ │ ├─ pose_ids.txt │ │ │ ├─ poses.csv │ │ ├─ labels │ │ │ ├─ 0.png │ │ │ ├─ ... │ ├─ countryside_validation/ │ │ ├─ ... │ ├─ suburb_test/ │ │ ├─ ... │ ├─ suburb_validation/ │ │ ├─ ... ├─ calib.yaml images folder contains undistorted images scans folder contains lidar scans separated into scan rings in numpy npy format. poses.csv contains latitude, longitude, and azimuth measurements at 10 Hz pose_ids.txt contains the id of each sample in poses.csv. The pose for the n:th sample can be retrieved by taking the n:th pose_id from pose_ids.txt and then taking the pose_id:th value from poses.csv. labels folder contains the manual road segmentation ground truth labels for the images calib.yaml contains the extrinsic and intrinsic calibration parameters. If you use this dataset, please cite @article{alamikkotervo2024trajectory,\r\n  title={Trajectory-based Road Autolabeling with Lidar-Camera Fusion in Winter Conditions},\r\n  author={Alamikkotervo, Eerik and Toikka, Henrik and Tammi, Kari and Ojala, Risto},\r\n  journal={arXiv preprint arXiv:2412.02370},\r\n  year={2024}\r\n}"},"field_of_science":[{"id":"4b7f4b95-324c-4bd7-ae5e-a0d380fd57d9","url":"http://www.yso.fi/onto/okm-tieteenala/ta214","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Mechanical engineering","fi":"Kone- ja valmistustekniikka","sv":"Maskin- och produktionsteknik"}}],"infrastructure":[],"issued":"2025-02-12","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14856337","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14856338"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Finnish Winter Driving Dataset"},"created":"2025-12-04T08:11:45Z","modified":"2026-03-26T06:55:04Z","dataset_versions":[{"id":"1d89effd-55c2-4a00-9d31-a5b073b44100","title":{"en":"Finnish Winter Driving Dataset"},"persistent_identifier":"doi:10.5281/zenodo.14856337","state":"published","created":"2025-12-04T08:11:45Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"9c40e3cd-c91f-47c0-832d-e6a465d65c28","access_rights":{"id":"87dc9157-93bf-4824-9262-485d3d187a86","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"bf43f3ad-b484-4d4d-9881-80f79beb3e9e","roles":["creator"],"person":{"id":"f7fd007e-d4c7-433c-8dbf-5fba65ede2b1","name":"Reima Herrala","external_identifier":"https://orcid.org/0000-0001-5870-050X"},"organization":{"id":"4e5f718d-cdc7-4f19-a941-52ce4c14a47a","pref_label":{"en":"Department of Chemistry and Materials Science","fi":"Department of Chemistry and Materials Science","sv":"Department of Chemistry and Materials Science","und":"Department of Chemistry and Materials Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"ea474165-7733-4cec-9c5f-6b58288cba0c","roles":["creator"],"person":{"id":"f88fc4df-cc3a-40b5-87df-7933222f78c2","name":"Mari Lundström","external_identifier":"https://orcid.org/0000-0002-6655-6779"},"organization":{"id":"43c75986-c915-41cb-9689-fb28a2e32c65","pref_label":{"en":"Department of Chemical and Metallurgical Engineering","fi":"Department of Chemical and Metallurgical Engineering","sv":"Department of Chemical and Metallurgical Engineering","und":"Department of Chemical and Metallurgical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"f33ad199-589c-4a73-9a27-ab450b77a332","roles":["publisher"],"organization":{"id":"9868f85a-42a5-4bdd-994a-5b396fb2f879","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"This set contains data for the following publication: Herrala, R., Yliniemi, K., Vapaavuori, J., Lundström, M. (2025) Selective gold recovery with electrochemically-assisted aqueous reduction, Journal of Sustainable Metallurgy. The Readme file within the dataset contains detailed information about the dta organization, contents, and file types. This is summarized here: The data is organized according to the Figure it relates to within the manuscript Measurement types: Electrochemical Quartz crystal microbalance X-ray diffraction SEM/EDS Also included are additional data for QCM calibration, and python code for data analysis The data has been collected between 2022 and 2024."},"field_of_science":[{"id":"97d68a73-e438-422c-aabc-11618b8080c3","url":"http://www.yso.fi/onto/okm-tieteenala/ta215","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Chemical engineering","fi":"Teknillinen kemia, kemian prosessitekniikka","sv":"Teknisk kemi, kemisk processteknik"}}],"infrastructure":[],"issued":"2025-02-26","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14106280","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14106281"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Selective Recovery of Gold with Electrochemically-assited Aqueous Reduction - Dataset"},"created":"2025-12-04T08:11:43Z","modified":"2026-03-26T06:55:01Z","dataset_versions":[{"id":"9c40e3cd-c91f-47c0-832d-e6a465d65c28","title":{"en":"Selective Recovery of Gold with Electrochemically-assited Aqueous Reduction - Dataset"},"persistent_identifier":"doi:10.5281/zenodo.14106280","state":"published","created":"2025-12-04T08:11:43Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"f0520b54-b7b9-40be-9a82-68ae2212a898","access_rights":{"id":"eb13e3e8-6254-4937-83de-28e33ea4616d","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"c6bc5f6b-541d-46dd-92e2-e4874960d319","roles":["creator"],"person":{"id":"7fb4ebbc-ac0a-40aa-a129-6199bc53f597","name":"Sara Heikonen","external_identifier":"https://orcid.org/0000-0003-3469-9801"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"3af710b9-8536-4de7-bb89-1b7901dfdfad","roles":["creator"],"person":{"id":"9c1ff026-4a61-48c1-a6ce-858366c10ff4","name":"Matias Heino","external_identifier":"https://orcid.org/"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"0440ac06-84a4-4855-90cd-74ee800a25dd","roles":["creator"],"person":{"id":"4abf30f5-3aa2-4eb0-a452-231c0ce1ddf4","name":"Mika Jalava","external_identifier":"https://orcid.org/0000-0003-4133-7462"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"ee33ed7c-cb86-4640-99b9-995351ff7768","roles":["creator"],"person":{"id":"425bce50-3837-4633-9491-541bfa9f1324","name":"Matti Kummu","external_identifier":"https://orcid.org/0000-0001-5096-0163"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"583698b1-6439-40de-bfaf-71c0515f8699","roles":["publisher"],"organization":{"id":"f06b739d-4da5-4b8b-bd51-856e4a8858aa","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Scripts related to the manuscript \"Climate change threatens crop diversity at low latitudes\" by Sara Heikonen, Matias Heino, Mika Jalava, Stefan Siebert, Daniel Viviroli, and Matti Kummu at the time of publishing. Updates from previous release: Update manuscript name in README.md, save article map image source data as .tiff in step 9 and step 10."},"field_of_science":[{"id":"50a97fdf-41f1-46f9-8d48-2868a8b5e870","url":"http://www.yso.fi/onto/okm-tieteenala/ta218","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Environmental engineering","fi":"Ympäristötekniikka","sv":"Miljöteknik"}}],"infrastructure":[],"issued":"2025-02-04","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14802246","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14804349"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"saraheikonen/crop-diversity: Published article v1.0.1"},"created":"2025-12-04T08:11:40Z","modified":"2026-03-26T06:54:57Z","dataset_versions":[{"id":"f0520b54-b7b9-40be-9a82-68ae2212a898","title":{"en":"saraheikonen/crop-diversity: Published article v1.0.1"},"persistent_identifier":"doi:10.5281/zenodo.14802246","state":"published","created":"2025-12-04T08:11:40Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"d980e935-ba6b-402a-9800-8a9ad2c570b4","access_rights":{"id":"cd323466-8b39-4b45-ad6e-b288430e876e","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"76c6cfda-7b3e-4cdb-b0a3-92c4a4a6be16","roles":["creator"],"person":{"id":"34922691-6d05-4fa9-9bd4-a0370ebb2036","name":"Lilian Moumaneix","external_identifier":"https://orcid.org/0000-0003-3094-9172"},"organization":{"id":"4e5f718d-cdc7-4f19-a941-52ce4c14a47a","pref_label":{"en":"Department of Chemistry and Materials Science","fi":"Department of Chemistry and Materials Science","sv":"Department of Chemistry and Materials Science","und":"Department of Chemistry and Materials Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"3e4aa7a0-fb9f-4a80-9964-accad38eeec8","roles":["publisher"],"organization":{"id":"9390913f-35f2-4785-bfc0-bcf357f83d4b","pref_label":{"en":"Fairdata","fi":"Fairdata","sv":"Fairdata"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"The dataset includes electrochemical measurements (3-electrode and fuel cell), thermogravimetric analysis, and Raman spectroscopy results."},"field_of_science":[{"id":"1eb385fb-4094-438b-9c44-602969f29bff","url":"http://www.yso.fi/onto/okm-tieteenala/ta221","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Nano-technology","fi":"Nanoteknologia","sv":"Nanoteknologi"}}],"infrastructure":[],"issued":"2025-02-17","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.23729/fd-847fe481-662f-3fc7-9e8f-38f0878cb8cb","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://etsin.fairdata.fi/dataset/f807a1ac-9273-4f55-8121-d7e608a4d947"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Zero-valent iron nanoparticles supported on Si/N co-doped carbon materials: from biomass to oxygen reduction electrocatalysts and supercapacitors"},"created":"2025-12-04T08:11:37Z","modified":"2026-03-26T06:54:55Z","dataset_versions":[{"id":"d980e935-ba6b-402a-9800-8a9ad2c570b4","title":{"en":"Zero-valent iron nanoparticles supported on Si/N co-doped carbon materials: from biomass to oxygen reduction electrocatalysts and supercapacitors"},"persistent_identifier":"doi:10.23729/fd-847fe481-662f-3fc7-9e8f-38f0878cb8cb","state":"published","created":"2025-12-04T08:11:37Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"1aff5df0-5236-4203-bd6a-331d71f85110","access_rights":{"id":"80ba01c8-47b1-4f21-a512-468d9638d6ea","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"b38e3762-1591-49a2-9cf9-9654958bd931","roles":["creator"],"person":{"id":"56386900-8b05-4b55-95b6-edeb43055280","name":"Matti Christmann"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"84ca944a-fe8a-47b4-bcb0-72bf6b268e7d","roles":["contributor"],"person":{"id":"e809f5a8-8917-4fc5-ad1f-089e693c9609","name":"Federica Mancini","external_identifier":"https://orcid.org/0000-0003-2572-9626"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"45f4a5ae-06f4-4de5-a82a-9f01158ad7dc","roles":["contributor"],"person":{"id":"1e6ce90e-688b-4964-a02c-1e6ac86a2d54","name":"Heikki Remes","external_identifier":"https://orcid.org/0000-0002-5030-3494"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"4af503b6-feed-4af0-988d-cc3a75a44f70","roles":["publisher"],"organization":{"id":"e0bc111f-60c7-468e-a74f-41ab623afaf9","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Application for the fitting of B-spline surfaces to point clouds. The motivation is to provide an easy and accesible programm to characterize distortion shapes of welded thin-deck ship panels to enable further investigations on their strength capabilities. Table of Contents Installation Dependencies Usage Installation The scripts can be used in two ways; either as standalone scripts, where the raw functions are provided or as an application to enable easy usability. Please make sure, that the environment is setup in Python 3.8. Dependencies Dependency check is implemented in the beginning of each script, with the option to install during execution. Alternatively, these libraries can be easily installed through pip install Open3D: Library for 3D data processing. Used for voxel downsampling and visualization in this project. numpy: Fundamental package for scientific computing in Python. meshlab: pyMeshLab is a Python library that enables users to write scripts using the various functions available in Meshlab. Furthermore, the installation of FreeCAD v0.21 on the local machine is required. The local installation path needs to be added to the script `surface_fitting.py` in the following line. Replace USER with the user on the local machine.   # insert path here that goes to the installation of FreeCAD\r\n    FREECADPATH = r\"C:\\\\Users\\\\USER\\\\AppData\\\\Local\\\\Programs\\\\FreeCAD 0.21\\\\bin\"\r\n    FREECADLIBPATH = r\"C:\\\\Users\\\\USER\\\\AppData\\\\Local\\\\Programs\\\\FreeCAD 0.21\\\\lib\" Usage The package can be used either by running `ui2_app.py` which gives an GUI for the user to setup the surface reconstruction process. The second option is to utilize the scripts `crop_geometry.py` `voxel_downsampling.py` and `surface_fitting.py` to build an own application 1. Run the Application: python ui2_app.py 2. Follow the GUI instructions: Starting point for the reconstruction is a planar type point cloud in `.ply` format. Load the `.ply` file. Set up parameters for the surface reconstruction process. Parameters are strongly case dependent, recommendations for plate fields (based on investigations done in the paper) are:     voxel size = 2\r\n    UDegree = 3\r\n    VDegree = 3\r\n    NbUPoles = 15\r\n    NbVPoles = 15\r\n    Iterations = 3 3. Perform reconstruction and error analysis: The reconstructed surface will be saved as `.step` format in the specified output folder. The application also gives maximum / minimum point to surface distance, as well as the mean average error of the reconstruction as output per default. These can be changed by modifying `error_estimation.py`."},"field_of_science":[{"id":"4b7f4b95-324c-4bd7-ae5e-a0d380fd57d9","url":"http://www.yso.fi/onto/okm-tieteenala/ta214","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Mechanical engineering","fi":"Kone- ja valmistustekniikka","sv":"Maskin- och produktionsteknik"}}],"infrastructure":[],"issued":"2025-02-14","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14869876","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14869877"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"B-spline-Based surface reconstruction for the analysis of distorted panels"},"created":"2025-12-04T08:11:35Z","modified":"2026-03-26T06:54:53Z","dataset_versions":[{"id":"1aff5df0-5236-4203-bd6a-331d71f85110","title":{"en":"B-spline-Based surface reconstruction for the analysis of distorted panels"},"persistent_identifier":"doi:10.5281/zenodo.14869876","state":"published","created":"2025-12-04T08:11:35Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"fd9b15ae-8547-47f1-9271-aa8659a278e0","access_rights":{"id":"6c634322-397a-4d3d-b7cf-54896197123e","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"45e6755a-bbb6-476e-90bf-7d15775a663f","roles":["creator"],"person":{"id":"9a0c834a-2670-4d42-9869-71c7f2436ecc","name":"Topias Järvinen"},"organization":{"id":"46d658bb-a49b-4732-baab-14baa1af72e2","pref_label":{"en":"University of Oulu","fi":"Oulun yliopisto","sv":"Uleåborgs universitet","und":"Oulun yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01904","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"77879230-3b17-47d3-aef3-82329124fed8","roles":["creator"],"person":{"id":"aa58e165-c9b0-4777-b4a1-249c90a07c58","name":"Olli Pitkänen"},"organization":{"id":"46d658bb-a49b-4732-baab-14baa1af72e2","pref_label":{"en":"University of Oulu","fi":"Oulun yliopisto","sv":"Uleåborgs universitet","und":"Oulun yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01904","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"2b84be0e-ba63-47b8-a811-e6d3705e41f2","roles":["creator"],"person":{"id":"8e0234e2-5b24-476d-8ce2-4e0192a1c759","name":"Tomi Laurila","external_identifier":"https://orcid.org/0000-0002-1252-8764"},"organization":{"id":"ba189058-f2f0-4f47-88f3-50c70776f197","pref_label":{"en":"Department of Electrical Engineering and Automation","fi":"Department of Electrical Engineering and Automation","sv":"Department of Electrical Engineering and Automation","und":"Department of Electrical Engineering and Automation"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"39dc46c8-a86a-4eca-96c9-430f77d00ffe","roles":["creator"],"person":{"id":"e98ba460-f31b-410b-863b-533313c864d9","name":"Minna Mannerkorpi"},"organization":{"id":"46d658bb-a49b-4732-baab-14baa1af72e2","pref_label":{"en":"University of Oulu","fi":"Oulun yliopisto","sv":"Uleåborgs universitet","und":"Oulun yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01904","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"32e15f89-4a3c-4787-8d3d-ea586bd832c1","roles":["creator"],"person":{"id":"cf17be01-2311-4796-a1b5-8612ddd971b5","name":"Simo Saarakkala"},"organization":{"id":"46d658bb-a49b-4732-baab-14baa1af72e2","pref_label":{"en":"University of Oulu","fi":"Oulun yliopisto","sv":"Uleåborgs universitet","und":"Oulun yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01904","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"5d2990eb-f9d1-4e70-b3ca-4ec1b251468e","roles":["creator"],"person":{"id":"7a959773-488b-4d01-baf2-db339d3eec6f","name":"Krisztian Kordas"},"organization":{"id":"46d658bb-a49b-4732-baab-14baa1af72e2","pref_label":{"en":"University of Oulu","fi":"Oulun yliopisto","sv":"Uleåborgs universitet","und":"Oulun yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01904","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},{"id":"3b432a2e-0d1b-4ede-bc51-2408e813ca8b","roles":["publisher"],"organization":{"id":"c8dbec70-5cb6-4417-87fe-b71bc9e79e77","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"This dataset contains the measurement data for figures and electronics design files published in the journal article: A customizable wireless potentiostat for assessing Ni(OH)2 decorated vertically aligned MoS2 thin films for electrochemical sensing of dopamine by Topias Järvinen, Olli Pitkänen, Tomi Laurila, Minna Mannerkorpi, Simo Saarakkala and Krisztian Kordas."},"field_of_science":[{"id":"08d738d6-2348-4c83-b224-b654db7d848c","url":"http://www.yso.fi/onto/okm-tieteenala/ta216","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Materials engineering","fi":"Materiaalitekniikka","sv":"Materialteknik"}}],"infrastructure":[],"issued":"2025-01-08","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.10808986","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/10808987"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"A customizable wireless potentiostat for assessing Ni(OH)2 decorated vertically aligned MoS2 thin films for electrochemical sensing of dopamine"},"created":"2025-12-04T08:11:32Z","modified":"2026-03-26T06:54:50Z","dataset_versions":[{"id":"fd9b15ae-8547-47f1-9271-aa8659a278e0","title":{"en":"A customizable wireless potentiostat for assessing Ni(OH)2 decorated vertically aligned MoS2 thin films for electrochemical sensing of dopamine"},"persistent_identifier":"doi:10.5281/zenodo.10808986","state":"published","created":"2025-12-04T08:11:32Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"e956154d-d026-46c0-8e65-63bd271186e8","access_rights":{"id":"27ff036d-1e69-4f82-977d-9b86fea93e45","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"a2b4d18f-edf1-42c7-ab02-b06bef9e92d9","roles":["creator"],"person":{"id":"ff23ecf9-2f63-43de-9836-f82b6e6f5ac5","name":"Zinan Li","external_identifier":"https://orcid.org/0000-0002-8007-5947"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"3d6e29ed-3b64-42e4-8963-1f6791d61464","roles":["contributor"],"person":{"id":"886e8b0a-c0ed-4a81-9c03-f601ea2fb41a","name":"Junhe Lian","external_identifier":"https://orcid.org/0000-0003-0323-3486"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"3977d7da-0f80-484f-a1a2-b67872ed640a","roles":["publisher"],"organization":{"id":"81231d6d-09e8-444b-ab7e-0d4ad6fe7eb3","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"The tensile property dataset contains the stress-strain, Lankford coefficients (r-values) and force-displacement (unit: mm, kN) data from uniaxial tensile tests, biaxial tensile (combined with cruciform and hydraulic bulge) tests and fracture tests results, which were carried out for quenching and partitioning (Q&P) steel (QP1000/Q&P 980) at room temperature (RT), quasi-static condition. \r\n\r\nThe data published here is a supplement to the Journal article: (DOI) 10.1016/j.jmrt.2024.05.228. For data usage acknowledgment, please cite the article:\r\n\r\nLi, Zinan, Fuhui Shen, Yi Liu, Christoph Hartmann, Roman Norz, Sebastian Münstermann, Wolfram Volk, Junying Min, and Junhe Lian. \"Anisotropic fracture behavior of the 3rd generation advanced high-strength–Quenching and Partitioning steels: Experiments and simulation.\" Journal of Materials Research and Technology 30 (2024): 9395-9414."},"field_of_science":[{"id":"08d738d6-2348-4c83-b224-b654db7d848c","url":"http://www.yso.fi/onto/okm-tieteenala/ta216","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Materials engineering","fi":"Materiaalitekniikka","sv":"Materialteknik"}}],"infrastructure":[],"issued":"2025-01-07","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14609768","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14609769"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Uniaxial Tensile Test Dataset for Quenching and Partitioning (Q&P) Steel - QP1000 / Q&P 980"},"created":"2025-12-04T08:11:30Z","modified":"2026-03-26T06:54:48Z","dataset_versions":[{"id":"e956154d-d026-46c0-8e65-63bd271186e8","title":{"en":"Uniaxial Tensile Test Dataset for Quenching and Partitioning (Q&P) Steel - QP1000 / Q&P 980"},"persistent_identifier":"doi:10.5281/zenodo.14609768","state":"published","created":"2025-12-04T08:11:30Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"8da90bf1-4a89-4ad8-8a4f-27f4d908a27c","access_rights":{"id":"79d19abf-c16a-495f-8cda-14508d40755a","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"08981b31-b365-4d88-bf51-f10dd2ea47af","roles":["creator"],"person":{"id":"2e8bc559-a5c8-4e71-9b8d-71c41479a0f6","name":"Dale Weigt","external_identifier":"https://orcid.org/0000-0001-5427-6537"},"organization":{"id":"c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98","pref_label":{"en":"Department of Computer Science","fi":"Department of Computer Science","sv":"Department of Computer Science","und":"Department of Computer Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"9c9a2c5c-4683-4e92-8cbb-7f607c742fd2","roles":["creator"],"person":{"id":"89d28ddf-400c-4664-a853-e15a03c098ba","name":"Andreas Korpi-Lagg","external_identifier":"https://orcid.org/0000-0003-1459-7074"},"organization":{"id":"c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98","pref_label":{"en":"Department of Computer Science","fi":"Department of Computer Science","sv":"Department of Computer Science","und":"Department of Computer Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"7553c2d9-f4b5-4ffe-b240-5f7fc82880cb","roles":["creator"],"person":{"id":"27f292dd-c731-416d-98d0-5b1b7f6423cd","name":"Maarit Korpi-Lagg","external_identifier":"https://orcid.org/0000-0002-9614-2200"},"organization":{"id":"c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98","pref_label":{"en":"Department of Computer Science","fi":"Department of Computer Science","sv":"Department of Computer Science","und":"Department of Computer Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"fe5156d3-bda8-4ce1-9cc7-83c85ce632b0","roles":["publisher"],"organization":{"id":"4a6b7f3a-34c5-4ed5-8eaa-32d12046cdb9","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Computed flat-fields in helioprojective coordinates. Flat-fields taken midway through observation. Used for f-mode pipeline (https://github.com/waledeigt/HSSCaster.git)."},"field_of_science":[{"id":"cfd80611-c263-4bde-bab8-11502ec390b5","url":"http://www.yso.fi/onto/okm-tieteenala/ta113","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Computer and information sciences","fi":"Tietojenkäsittely ja informaatiotieteet","sv":"Data- och informationsvetenskap"}}],"infrastructure":[],"issued":"2025-01-24","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14732035","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14732036"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"CR2014/2015 Flat-fields (helioprojective)"},"created":"2025-12-04T08:11:28Z","modified":"2026-03-26T06:54:46Z","dataset_versions":[{"id":"8da90bf1-4a89-4ad8-8a4f-27f4d908a27c","title":{"en":"CR2014/2015 Flat-fields (helioprojective)"},"persistent_identifier":"doi:10.5281/zenodo.14732035","state":"published","created":"2025-12-04T08:11:28Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"256a5847-f347-4b61-8796-79f9036c77d8","access_rights":{"id":"0eeeb959-4512-432e-8ee7-20ea4913a17e","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"a43c8740-80b0-455a-8294-100739e9a949","roles":["creator"],"person":{"id":"69115f67-4a2e-4e06-bd4f-086c57a19f7e","name":"Sunil Siddharth Kumar","external_identifier":"https://orcid.org/0000-0001-5360-8712"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"e33d5997-e489-48dd-82af-8c81f3de519e","roles":["publisher"],"organization":{"id":"19746f3c-2c3b-4ca9-aae7-17d012a4cdcf","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Grasshopper algorithm for 7-segment display + Appendix A MATLAB files for color grading + Appendix B 7-Segment display video at 5x speed"},"field_of_science":[{"id":"08d738d6-2348-4c83-b224-b654db7d848c","url":"http://www.yso.fi/onto/okm-tieteenala/ta216","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Materials engineering","fi":"Materiaalitekniikka","sv":"Materialteknik"}}],"infrastructure":[],"issued":"2024-11-03","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14030481","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14030482"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"4D Printing of Electro-Activated Thermochromic Composites for Dynamic 3D Displays"},"created":"2025-12-04T08:11:26Z","modified":"2026-03-26T06:54:44Z","dataset_versions":[{"id":"256a5847-f347-4b61-8796-79f9036c77d8","title":{"en":"4D Printing of Electro-Activated Thermochromic Composites for Dynamic 3D Displays"},"persistent_identifier":"doi:10.5281/zenodo.14030481","state":"published","created":"2025-12-04T08:11:26Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"76059477-7ba7-4fc2-a41e-fe20da632928","access_rights":{"id":"d6013a08-44d0-459c-8ccf-4dc26ba0b5ab","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"6ca92fcc-6a3b-4047-85ad-68bedc04262c","roles":["creator"],"person":{"id":"a3c99ebf-d969-43b5-867f-70a9fb6970fb","name":"Shunyang Ning","external_identifier":"https://orcid.org/0009-0003-8718-8500"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"73196fa0-0537-4ee3-b2c2-a993cdda78c8","roles":["creator"],"person":{"id":"3081099f-f3e8-4055-b261-3c9e860bb997","name":"Tuomas Puttonen","external_identifier":"https://orcid.org/0000-0003-0168-8962"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"d3efbe9c-9418-4645-bf10-8fca68df4c8e","roles":["creator"],"person":{"id":"93372ef7-d315-47d5-a583-d88df7a9cf74","name":"Mika Salmi","external_identifier":"https://orcid.org/0000-0002-7295-3551"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"da8f618d-e0f4-4ef7-abbd-a0d41055ad58","roles":["publisher"],"organization":{"id":"b3ef87ae-e52f-4a0c-8e64-16722b2f3b17","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"A dataset collection for the publication: Global Warming Potential Data Analysis from Environmental Product Declarations By providing a comprehensive analysis supported by statistical evidence, the study helps decision-makers and researchers make informed choices to reduce environmental carbon footprints across the life cycle. This study conducted data analysis of global warming potential values for various products across multiple sectors based on LCA results extracted from over 16,000 EPDs from 9 different EPD libraries. This dataset contains: The code for data retrieving from different digital EPD libraries in the Jupyter notebook environment Raw datasets in JSON format that are retrieved from all the nodes Data processing and manipulation code for some datasets Processed datasets in CSV format for Norway EPD library Kindly cite this article and the dataset if utilizing or modifying the data in your work."},"field_of_science":[{"id":"50a97fdf-41f1-46f9-8d48-2868a8b5e870","url":"http://www.yso.fi/onto/okm-tieteenala/ta218","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Environmental engineering","fi":"Ympäristötekniikka","sv":"Miljöteknik"}}],"infrastructure":[],"issued":"2025-01-14","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14645658","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14645659"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Global Warming Potential Data Analysis from Environmental Product Declarations"},"created":"2025-12-04T08:11:23Z","modified":"2026-03-26T06:54:42Z","dataset_versions":[{"id":"76059477-7ba7-4fc2-a41e-fe20da632928","title":{"en":"Global Warming Potential Data Analysis from Environmental Product Declarations"},"persistent_identifier":"doi:10.5281/zenodo.14645658","state":"published","created":"2025-12-04T08:11:23Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"923115ac-9512-44d3-b4ed-5a09cbadd5e7","access_rights":{"id":"9ddb4d8d-e4b1-4532-b8be-be24fb438d41","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"e7e46b94-8b1e-4811-901e-5b903fe10e70","roles":["creator"],"person":{"id":"e54ac2e2-061c-4fbc-80bc-66e70dba3ecb","name":"Matthijs de Jong","external_identifier":"https://orcid.org/0000-0002-0146-083X"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"c144d084-1782-4e34-8173-326e6a99488a","roles":["creator"],"person":{"id":"ddc20f68-85f3-452a-b1ac-68574e07e6ac","name":"Laure Mercier de Lépinay","external_identifier":"https://orcid.org/0000-0001-9938-5825"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"14829025-8a93-440d-9031-09d32ec82138","roles":["contributor"],"person":{"id":"586c0fa4-89a5-4add-90d4-6366f2669996","name":"Louise Banniard","external_identifier":"https://orcid.org/0000-0003-3057-2539"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"a9b757c6-aae8-4ee1-8c81-cd8b6b73822f","roles":["contributor"],"person":{"id":"0e586234-2056-4559-b823-8e0a71bb8fe9","name":"Mika Sillanpää","external_identifier":"https://orcid.org/0000-0003-4061-3015"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"1ea3e6d8-ae99-46c4-9a7c-2d0aaa9ca07b","roles":["creator"],"person":{"id":"56639403-786a-47df-8938-d257eab94b3a","name":"Pinara Korkmazgil"},"organization":{"id":"219e2b5e-a291-4738-b49a-2fb600c43894","pref_label":{"en":"Department of Applied Physics","fi":"Department of Applied Physics","sv":"Department of Applied Physics","und":"Department of Applied Physics"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"d23484d4-3164-42e8-8433-c035e62b1d56","roles":["publisher"],"organization":{"id":"875a3821-b40d-4e42-aa45-7ed104c0a1a9","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"This dataset supports the publication \"Measurement of the Casimir force between superconductors\" by Matthijs H.J. de Jong, Evren Korkmazgil, Louise Banniard, Mika A. Sillanpää, and Laure Mercier de Lépinay. This dataset contains all figures, data, measurement and analysis scripts, calculations, simulation models, and designs used in the above publication. It is a single zip file with a 'readme.txt' containing a detailed description of the contents and role of each of the files in the zip, as well as methods to access them. The zip file is organized with folders associated with each of the figures in the mentioned publication. The figure files are present as .png and/or .pdf files. All numerical results are present as .csv (human-readable), .txt (human-readable), .npy (machine-readable), .h5 (machine-readable), .tiff (human-readable), or .mat (machine-readable) files. All simulations are present as .mph (COMSOL 6.3) files. All designs are present as .gds files. All analysis and calculation scripts are present as .py (Python) or .m (Matlab) files, which are readable in most text editors."},"field_of_science":[{"id":"f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d","url":"http://www.yso.fi/onto/okm-tieteenala/ta114","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Physical sciences","fi":"Fysiikka","sv":"Fysik"}}],"infrastructure":[],"issued":"2025-01-20","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14700380","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14700381"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Data supporting the paper \"Measurement of the Casimir force between superconductors\""},"created":"2025-12-04T08:11:21Z","modified":"2026-03-26T06:54:39Z","dataset_versions":[{"id":"923115ac-9512-44d3-b4ed-5a09cbadd5e7","title":{"en":"Data supporting the paper \"Measurement of the Casimir force between superconductors\""},"persistent_identifier":"doi:10.5281/zenodo.14700380","state":"published","created":"2025-12-04T08:11:21Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"8cf340a6-042d-4629-8f07-c4d82db13d90","access_rights":{"id":"708b4ad5-35da-4c1b-a1fd-d6a3510263c1","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"87d65a4a-bf05-4ece-8624-c6464e767ce2","roles":["creator"],"person":{"id":"7acf68c2-7301-4ebb-a95d-807c4ff7014b","name":"Matias Uusinoka","external_identifier":"https://orcid.org/0009-0003-0237-1526"},"organization":{"id":"e0554b6f-5e44-49c9-a76c-24f54c9f3bd4","pref_label":{"en":"Department of Energy and Mechanical Engineering","fi":"Department of Energy and Mechanical Engineering","sv":"Department of Energy and Mechanical Engineering","und":"Department of Energy and Mechanical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"75a89d5b-8fd3-4d87-b66f-53c76d75c566","roles":["publisher"],"organization":{"id":"d8fca067-966b-4d13-8f7f-6725e2825713","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Deep learning-based optical flow tool for full-field analysis of deformation in radar imagery."},"field_of_science":[{"id":"4b7f4b95-324c-4bd7-ae5e-a0d380fd57d9","url":"http://www.yso.fi/onto/okm-tieteenala/ta214","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Mechanical engineering","fi":"Kone- ja valmistustekniikka","sv":"Maskin- och produktionsteknik"}}],"infrastructure":[],"issued":"2024-08-27","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.13381483","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"matiasuusinoka/ICE-RAFT: Initial release"},"created":"2025-12-04T08:11:18Z","modified":"2026-03-26T06:54:37Z","dataset_versions":[{"id":"8cf340a6-042d-4629-8f07-c4d82db13d90","title":{"en":"matiasuusinoka/ICE-RAFT: Initial release"},"persistent_identifier":"doi:10.5281/zenodo.13381483","state":"published","created":"2025-12-04T08:11:18Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"79cbbb48-9cb2-4ff5-a662-8e2053e99454","access_rights":{"id":"b2c5311c-cec9-4a99-ac38-921874fb1c52","license":[{"id":"5a00a777-42a2-41a9-9911-968146f7e53f","custom_url":"https://opensource.org/licenses/MIT","url":"http://uri.suomi.fi/codelist/fairdata/license/code/other","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Other","fi":"Muu"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"eaebc4b9-f008-4503-895a-a5995e7a44fc","roles":["creator"],"person":{"id":"ac287304-4293-4bbc-b90a-2871f6272079","name":"Josias Láng-Ritter","external_identifier":"https://orcid.org/0000-0002-3833-5450"},"organization":{"id":"3ee7a70d-b976-4a70-b243-1c5504cd0247","pref_label":{"en":"Department of Built Environment","fi":"Department of Built Environment","sv":"Department of Built Environment","und":"Department of Built Environment"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"e994c97e-0023-4b4c-befa-5bd403f6eb8e","roles":["publisher"],"organization":{"id":"c05b955a-fd81-422e-802b-adf59407ea0d","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"This repository contains the code and research data of the following study, evaluating the accuracy of global gridded population datasets in 307 rural areas around the world: \"Global gridded population datasets systematically underrepresent rural population\". Josias Láng-Ritter, Marko Keskinen, Henrikki Tenkanen. To appear in Nature Communications, 2025. Steps to follow: multipops_all.py is the main program that estimates the population amounts in the rural areas for five global gridded population datasets. results.geojson is the resulting polygon file that includes the rural areas evaluated, the estimated rural populations, and the reported rural populations. multipops_validation_natcom.py is the program that carries out the validation procedure against reported rural populations and generates figures in the Results section of the paper.\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."},"field_of_science":[{"id":"cfd80611-c263-4bde-bab8-11502ec390b5","url":"http://www.yso.fi/onto/okm-tieteenala/ta113","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Computer and information sciences","fi":"Tietojenkäsittely ja informaatiotieteet","sv":"Data- och informationsvetenskap"}}],"infrastructure":[],"issued":"2025-01-13","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14637153","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14637154"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Data and Code for \"Global gridded population datasets systematically underrepresent rural population\""},"created":"2025-12-04T08:11:16Z","modified":"2026-03-26T06:54:34Z","dataset_versions":[{"id":"79cbbb48-9cb2-4ff5-a662-8e2053e99454","title":{"en":"Data and Code for \"Global gridded population datasets systematically underrepresent rural population\""},"persistent_identifier":"doi:10.5281/zenodo.14637153","state":"published","created":"2025-12-04T08:11:16Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"bf37d49b-5d06-4a3b-8353-173c1d1a8e4e","access_rights":{"id":"6b379fa7-5a91-4281-9d1b-8f0d46ed67ab","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"9c1e8dd1-d196-44b3-b97a-8e9b9b2fa86d","roles":["creator"],"person":{"id":"07af6470-f251-4590-b9fe-56b8a678df58","name":"Aleksi Hirvensalo"},"organization":{"id":"c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98","pref_label":{"en":"Department of Computer Science","fi":"Department of Computer Science","sv":"Department of Computer Science","und":"Department of Computer Science"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"12b84eac-272f-46d0-b4cd-cdf4370418de","roles":["publisher"],"organization":{"id":"6df608c7-17fe-4783-8856-cfc91bcb6e89","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Overview This dataset is a result of a version-sensitive network traffic classification framework. The framework's goal is to distinguish between different application versions based on the observed network traffic. The framework is part of the author's master thesis. The source code and thesis paper is available in the author's Github. Dataset The dataset consists of PCAP files from different Kubernetes application versions. The dataset also contains fingerprint comparison files in a PCAP and CSV format. Finally the dataset contains classification results between different application versions. More details in the thesis paper and source code. Structure The data is stored in the following format and hierarchy: - Root folder - There are multiple csv files that contain aggregated statistical information about the data, applications and results. - There are subfolders for each recorded application. The folders are named `-`. - Each subfolder contains all the recorded data for each application version deployment in PCAP format. Each recording is named `__.pcap`. - Each subfolder also contains a config file that can be used to recapture the recorded data. - Each subfolder also has a pod metadata file and an output csv file that contains a summary of the recorded PCAP files. - Each subfolder also contains a subfolder named `fingerprint_comparison` that contains the fingerprint comparison results and the final classification results. - The comparison results are stored in a csv and PCAP format. PCAP is more used for debugging and the csv file is used to generate the final `aggregated_results.csv` file which is fed to the machine learning model. - The final classification results are stored in the `prediction_results.csv` file."},"field_of_science":[{"id":"cfd80611-c263-4bde-bab8-11502ec390b5","url":"http://www.yso.fi/onto/okm-tieteenala/ta113","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Computer and information sciences","fi":"Tietojenkäsittely ja informaatiotieteet","sv":"Data- och informationsvetenskap"}}],"infrastructure":[],"issued":"2024-12-09","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14338911","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14338912"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Kubernetes application PCAPs"},"created":"2025-12-04T08:11:14Z","modified":"2026-03-26T06:54:32Z","dataset_versions":[{"id":"bf37d49b-5d06-4a3b-8353-173c1d1a8e4e","title":{"en":"Kubernetes application PCAPs"},"persistent_identifier":"doi:10.5281/zenodo.14338911","state":"published","created":"2025-12-04T08:11:14Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"c624e8d4-70d4-4168-b536-5fe848fc06cc","access_rights":{"id":"586785d8-2a10-4e4b-b647-26d5fbcaea9d","license":[{"id":"add72c17-4fca-4d00-a2c7-b849c424c42f","url":"http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Creative Commons Attribution 4.0 International (CC BY 4.0)","fi":"Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"}}],"access_type":{"id":"b41462f7-00bf-4e50-935b-2bf1184453a7","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/open","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Open","fi":"Avoin"}},"restriction_grounds":[]},"actors":[{"id":"49f1bfbb-f289-4fab-a13f-fdf9e7e04d4a","roles":["creator"],"person":{"id":"34a7007d-388d-4c16-a114-f21ba1548d19","name":"Olli-Pekka Kahilakoski","external_identifier":"https://orcid.org/"},"organization":{"id":"0d1428b7-72d5-41f9-ac60-c9d988198efd","pref_label":{"en":"Department of Neuroscience and Biomedical Engineering","fi":"Department of Neuroscience and Biomedical Engineering","sv":"Department of Neuroscience and Biomedical Engineering","und":"Department of Neuroscience and Biomedical Engineering"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"2f9f9011-4061-4a93-96af-768471abada7","pref_label":{"en":"Aalto University","fi":"Aalto-yliopisto","sv":"Aalto-universitetet","und":"Aalto-yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10076","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"c6f8f0d1-9f24-4657-9260-22598c2257ce","roles":["publisher"],"organization":{"id":"ffb95e91-fd2b-4a62-8fbe-0c4594a599bc","pref_label":{"en":"Zenodo","fi":"Zenodo","sv":"Zenodo"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-acris","description":{"en":"Data and code for 'NeuroSimo: an open-source software for closed-loop EEG- or EMG-guided TMS'. Dataset from Zenodo."},"field_of_science":[{"id":"28378de2-1ffe-4f39-9572-9d969b2cf773","url":"http://www.yso.fi/onto/okm-tieteenala/ta3112","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Neurosciences","fi":"Neurotieteet","sv":"Neurovetenskaper"}}],"infrastructure":[],"issued":"2024-12-11","keyword":[],"language":[],"metadata_owner":{"id":"829302c3-f5d4-4d20-9ec3-5148bcf385cc","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.14398633","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[{"title":{"en":"Data in remote location","fi":"Aineisto ulkoisessa palvelussa","sv":"Material i en extern tjänst","und":"Data in remote location"},"use_category":{"id":"1ad1b146-d147-45db-a2fd-1096abc94984","url":"http://uri.suomi.fi/codelist/fairdata/use_category/code/source","in_scheme":"http://uri.suomi.fi/codelist/fairdata/use_category","pref_label":{"en":"Source material","fi":"Lähdeaineisto"}},"download_url":"https://zenodo.org/records/14398634"}],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"Data and code for 'NeuroSimo: an open-source software for closed-loop EEG- or EMG-guided TMS'"},"created":"2025-12-04T08:11:12Z","modified":"2026-03-26T06:54:30Z","dataset_versions":[{"id":"c624e8d4-70d4-4168-b536-5fe848fc06cc","title":{"en":"Data and code for 'NeuroSimo: an open-source software for closed-loop EEG- or EMG-guided TMS'"},"persistent_identifier":"doi:10.5281/zenodo.14398633","state":"published","created":"2025-12-04T08:11:12Z","version":1}],"published_revision":2,"version":1,"api_version":3,"metadata_repository":"Fairdata"}]}