HTTP 200 OK
Allow: GET, POST, OPTIONS
Content-Type: application/json
Vary: Accept
{
"count": 8227,
"next": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=260",
"previous": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=220",
"results": [
{
"id": "71caf58e-4186-4b1f-98df-d59c0b80e5e7",
"access_rights": {
"id": "4b967ede-d31a-42c0-830d-e40e96336364",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "99b8aecd-2f36-4c2e-8003-df73ebe32f47",
"roles": [
"creator"
],
"person": {
"id": "a2500a64-ab94-4843-89ba-dbbc509206c6",
"name": "Tharaka Kaushalya",
"email": "<hidden>"
},
"organization": {
"id": "8c03fa6c-eb8e-4444-80c8-e2e8c725f89f",
"pref_label": {
"en": "Elektroniikan keskus (AEC)",
"fi": "Elektroniikan keskus (AEC)",
"sv": "Elektroniikan keskus (AEC)",
"und": "Elektroniikan keskus (AEC)"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2405860",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "9ff5f60d-374d-4c98-8337-fc94b19045bf",
"roles": [
"creator"
],
"person": {
"id": "997ab2bd-afd6-42ad-a235-e5a494d02f38",
"name": "Kimmo Sirkka",
"email": "<hidden>"
},
"organization": {
"id": "8c03fa6c-eb8e-4444-80c8-e2e8c725f89f",
"pref_label": {
"en": "Elektroniikan keskus (AEC)",
"fi": "Elektroniikan keskus (AEC)",
"sv": "Elektroniikan keskus (AEC)",
"und": "Elektroniikan keskus (AEC)"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2405860",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "0fc91b19-75a5-430c-b73a-a12b65109db3",
"roles": [
"publisher"
],
"organization": {
"id": "8c03fa6c-eb8e-4444-80c8-e2e8c725f89f",
"pref_label": {
"en": "Elektroniikan keskus (AEC)",
"fi": "Elektroniikan keskus (AEC)",
"sv": "Elektroniikan keskus (AEC)",
"und": "Elektroniikan keskus (AEC)"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2405860",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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"
}
}
}
],
"cumulative_state": 2,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "This dataset contains the design files and measurement data for the PIEZO-DK, a development platform reported in the research work ''Self-powered maximum power point tracking system for ultralow-frequency piezoelectric energy harvesting''."
},
"field_of_science": [
{
"id": "5b789f2f-f545-497c-8354-c21a6718c723",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2007972",
"total_files_count": 16,
"total_files_size": 7928204
},
"infrastructure": [],
"issued": "2025-11-10",
"keyword": [
"piezoelectric",
"energy harvesting",
"power management",
"maximum power point tracking",
"development platform"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "c6e8c80d-1a20-45a6-bebf-bb1d0b0cd117",
"organization": "oulu.fi",
"admin_organization": "oulu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-fc04cb7b-5edd-3d89-9a3a-99206f4081b4",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Kaushalya, Sirkka, Bai: Self-powered maximum power point tracking system for ultralow-frequency piezoelectric energy harvesting",
"fi": "Kaushalya, Sirkka, Bai: Self-powered maximum power point tracking system for ultralow-frequency piezoelectric energy harvesting"
},
"description": {
"en": "<jats:p>This paper reports on the design, fabrication, and experimental validation of a modular and configurable development platform, named PIEZO-DK, tailored for evaluating and optimizing ultralow-frequency piezoelectric energy harvesting systems. Existing MPPT (maximum power point tracking) techniques often have design weaknesses of high complexity, inevitable periodic disconnection, and low efficiency, especially for sub-Hz range, ultralow-power applications. To address this issue, this study pursues a self-powered MPPT method based on a modified fractional open-circuit voltage approach, which is free from microcontroller units. The PIEZO-DK features tunable resistor–capacitor time constants that allow for dynamic adjustment of the power tracking point, making it adaptable to diverse harvester configurations and outputs, including direct compression-type harvesters such as wearables and those embedded in shoes, and resonant systems such as cantilevers. PIEZO-DK’s configurable architecture enables selective, individual isolation of different circuit stages for debugging, probing, and optimization via pin-header jumpers. This feature provides a user-friendly interface for researchers and developers who do not necessarily have extensive knowledge of circuitry design. The experimental validation using a direct compression-type harvester designed for shoes suggests an MPPT efficiency of 96.2% at 0.9 Hz, the highest known to date at a frequency below 1 Hz among those of self-powered MPPT circuits. The results confirm the effectiveness and feasibility in practice for real-world energy harvesting applications. Such a scalable, simple, and energy-efficient tool is ideal for rapid prototyping and system optimization. It helps to accelerate the development pace of Internet of Things systems powered by wearable, biomechanical energy harvesters.</jats:p>",
"fi": "<jats:p>This paper reports on the design, fabrication, and experimental validation of a modular and configurable development platform, named PIEZO-DK, tailored for evaluating and optimizing ultralow-frequency piezoelectric energy harvesting systems. Existing MPPT (maximum power point tracking) techniques often have design weaknesses of high complexity, inevitable periodic disconnection, and low efficiency, especially for sub-Hz range, ultralow-power applications. To address this issue, this study pursues a self-powered MPPT method based on a modified fractional open-circuit voltage approach, which is free from microcontroller units. The PIEZO-DK features tunable resistor–capacitor time constants that allow for dynamic adjustment of the power tracking point, making it adaptable to diverse harvester configurations and outputs, including direct compression-type harvesters such as wearables and those embedded in shoes, and resonant systems such as cantilevers. PIEZO-DK’s configurable architecture enables selective, individual isolation of different circuit stages for debugging, probing, and optimization via pin-header jumpers. This feature provides a user-friendly interface for researchers and developers who do not necessarily have extensive knowledge of circuitry design. The experimental validation using a direct compression-type harvester designed for shoes suggests an MPPT efficiency of 96.2% at 0.9 Hz, the highest known to date at a frequency below 1 Hz among those of self-powered MPPT circuits. The results confirm the effectiveness and feasibility in practice for real-world energy harvesting applications. Such a scalable, simple, and energy-efficient tool is ideal for rapid prototyping and system optimization. It helps to accelerate the development pace of Internet of Things systems powered by wearable, biomechanical energy harvesters.</jats:p>",
"und": "<jats:p>This paper reports on the design, fabrication, and experimental validation of a modular and configurable development platform, named PIEZO-DK, tailored for evaluating and optimizing ultralow-frequency piezoelectric energy harvesting systems. Existing MPPT (maximum power point tracking) techniques often have design weaknesses of high complexity, inevitable periodic disconnection, and low efficiency, especially for sub-Hz range, ultralow-power applications. To address this issue, this study pursues a self-powered MPPT method based on a modified fractional open-circuit voltage approach, which is free from microcontroller units. The PIEZO-DK features tunable resistor–capacitor time constants that allow for dynamic adjustment of the power tracking point, making it adaptable to diverse harvester configurations and outputs, including direct compression-type harvesters such as wearables and those embedded in shoes, and resonant systems such as cantilevers. PIEZO-DK’s configurable architecture enables selective, individual isolation of different circuit stages for debugging, probing, and optimization via pin-header jumpers. This feature provides a user-friendly interface for researchers and developers who do not necessarily have extensive knowledge of circuitry design. The experimental validation using a direct compression-type harvester designed for shoes suggests an MPPT efficiency of 96.2% at 0.9 Hz, the highest known to date at a frequency below 1 Hz among those of self-powered MPPT circuits. The results confirm the effectiveness and feasibility in practice for real-world energy harvesting applications. Such a scalable, simple, and energy-efficient tool is ideal for rapid prototyping and system optimization. It helps to accelerate the development pace of Internet of Things systems powered by wearable, biomechanical energy harvesters.</jats:p>"
},
"entity_identifier": "https://doi.org/10.1063/5.0311471",
"type": {
"id": "fb3d4a47-7445-423e-a4be-0693bcb8047b",
"url": "http://uri.suomi.fi/codelist/fairdata/resource_type/code/publication",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/resource_type",
"pref_label": {
"en": "Publication",
"fi": "Julkaisu"
}
}
},
"relation_type": {
"id": "6de19bfd-7cb6-4759-9813-f0f766e37774",
"url": "http://purl.org/spar/cito/isCitedBy",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Is cited by",
"fi": "Viitattu"
}
},
"metax_ids": []
}
],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Design files and measurement data of PIEZO-DK"
},
"created": "2025-11-10T07:57:41Z",
"cumulation_started": "2025-11-10T07:58:53Z",
"cumulation_ended": "2026-03-09T16:39:23Z",
"modified": "2026-04-11T16:01:10Z",
"dataset_versions": [
{
"id": "71caf58e-4186-4b1f-98df-d59c0b80e5e7",
"title": {
"en": "Design files and measurement data of PIEZO-DK"
},
"persistent_identifier": "doi:10.23729/fd-fc04cb7b-5edd-3d89-9a3a-99206f4081b4",
"state": "published",
"created": "2025-11-10T07:57:41Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "b25bc818-401e-4941-a842-3751d2923e95",
"access_rights": {
"id": "0244c79b-bb65-4e0e-ae06-c0a6cc617351",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"description": {
"en": "The dataset is (B) available for research, teaching and study.",
"fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
},
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "484e859f-11b5-4163-a387-25c13fcaae29",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
},
{
"id": "8c6eebb2-d1f7-47e9-a041-b32a172745b4",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/education",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access for teaching or studying based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
}
}
]
},
"actors": [
{
"id": "508ac2ed-6122-41ea-b750-3ca0086eacbc",
"roles": [
"creator"
],
"person": {
"id": "791861f1-c114-4923-801a-444d283925fc",
"name": "Koskela, Riikka"
},
"organization": {
"id": "6008d1d0-fee8-4efe-9832-74337b62ffa5",
"pref_label": {
"en": "University of Turku",
"fi": "Turun yliopisto",
"sv": "Åbo universitet",
"und": "Turun yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10089",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e7279d72-f549-4cca-98b4-6d86e2f2b5f7",
"roles": [
"publisher"
],
"organization": {
"id": "24e34cd1-11fc-4777-985c-dbdd68b78c24",
"pref_label": {
"en": "Tietoarkisto",
"fi": "Tietoarkisto",
"sv": "Tietoarkisto",
"und": "Tietoarkisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
"description": {
"en": "The data consists of writings in which the respondents describe their experiences related to polycystic ovary syndrome (PCOS). The data was originally collected for a master's thesis that examined the experiences of women living with PCOS regarding the stigma associated with womanhood. The invitation to write asked participants to share their personal experiences related to the condition and to reflect on the situations in which they had experienced stigma directed at women due to their PCOS symptoms. Respondents were also asked to consider what had caused the stigma in that particular situation, how they reacted to it, and how they would have liked others to react. People were welcome to respond even if they did not have a PCOS diagnosis or if their gender identity was other than female. The call for submissions also provided some guiding questions to assist with the responses. As background information, respondents were asked about their age, gender, and whether they knew they had PCOS in the situation described in the writing.",
"fi": "Aineisto koostuu kirjoituksista, joissa vastaajat kertovat munasarjojen monirakkulaoireyhtymään (PCOS) liittyvistä kokemuksistaan. Aineisto on kerätty alun perin pro gradu -tutkielman aineistoksi, jossa tarkasteltiin PCOS:n kanssa elävien kokemusta naiseuteen kohdistuvasta stigmasta. Kirjoituskutsussa pyydettiin kertomaan omista sairauteen liittyvistä kokemuksista ja pohtimaan, millaisissa tilanteissa vastaaja on kokenut PCOS-oireidensa vuoksi naiseuteen kohdistuvaa stigmaa. Lisäksi pyydettiin myös pohtimaan, mikä stigman kokemuksen oli kyseisessä tilanteessa aiheuttanut, miten vastaaja reagoi siihen ja miten hän olisi toivonut toisten asiaan reagoivan? Vastata sai, vaikka henkilöllä ei olisi PCOS-diagnoosia ja vaikka hän olisi sukupuoli-identiteetiltään muu kuin nainen. Kirjoituskutsussa vastaamisen avuksi tarjottiin myös joitakin apukysymyksiä. Taustatietona kysyttiin ikää, sukupuolta, sekä sitä, tiesikö vastaaja sairastavansa PCOS-sairautta kirjoituksessa kuvailemassaan tilanteessa."
},
"field_of_science": [
{
"id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Social sciences",
"fi": "YHTEISKUNTATIETEET",
"sv": "Samhällsvetenskaper"
}
}
],
"infrastructure": [],
"issued": "2026-03-02",
"keyword": [
"naiseus",
"naiset",
"naistentaudit",
"munasarjojen monirakkulatauti",
"leimautuminen (sosiologia)",
"potilaat",
"sukupuoli-identiteetti",
"sairaudet",
"stigma",
"terveydenhuolto",
"femininity",
"women",
"patients",
"diseases",
"gynaecology",
"women's health",
"medical care",
"Tietyt taudit, sairaudet ja terveydentilat",
"Perhesuunnittelu ja lisääntymisterveys",
"Specific diseases, disorders and medical conditions",
"Reproductive health"
],
"language": [
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
}
],
"metadata_owner": {
"id": "0eabdf3f-948e-43bf-84ab-fe7b6163faaf",
"organization": "service_fsd"
},
"other_identifiers": [
{
"notation": "https://doi.org/10.60686/t-fsd4042",
"identifier_type": {
"id": "753e313e-2eb1-4f81-988c-d50e7a7cd7fb",
"url": "http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/identifier_type",
"pref_label": {
"en": "Digital Object Identifier (DOI)"
}
},
"metax_ids": []
}
],
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD4042",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [
{
"id": "55d84a4d-ff22-4be2-be06-337be3d53cc4",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"temporal": {
"start_date": "2025-10-27",
"end_date": "2025-11-30"
},
"is_associated_with": [],
"used_entity": [],
"variables": [
{
"id": "8bdbf999-8cd1-4ac8-b94d-8e753651d054",
"pref_label": {
"en": "People with experience of polycystic ovary syndrome (PCOS)",
"fi": "Henkilöt, joilla on kokemusta munasarjojen monirakkulaoireyhtymästä (PCOS)"
}
}
]
},
{
"id": "bfcd183b-7535-4138-98e2-5156fbaf6c52",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2026-03-02",
"end_date": "2026-03-02"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "d3ebe26d-0793-4818-aaee-df95e8561df8",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2026-04-10",
"end_date": "2026-04-10"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "c9b4dcc4-8f44-4780-bcad-aa1119c07359",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"is_associated_with": [],
"used_entity": [],
"variables": []
}
],
"relation": [],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
{
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2025-10-27",
"end_date": "2025-11-30"
}
],
"theme": [],
"title": {
"en": "Writings of People with Polycystic Ovary Syndrome (PCOS) 2025",
"fi": "Munasarjojen monirakkulaoireyhtymää (PCOS) sairastavien kirjoituksia 2025"
},
"created": "2026-03-03T01:09:43Z",
"modified": "2026-04-11T01:11:21Z",
"dataset_versions": [
{
"id": "b25bc818-401e-4941-a842-3751d2923e95",
"title": {
"en": "Writings of People with Polycystic Ovary Syndrome (PCOS) 2025",
"fi": "Munasarjojen monirakkulaoireyhtymää (PCOS) sairastavien kirjoituksia 2025"
},
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD4042",
"state": "published",
"created": "2026-03-03T01:09:43Z",
"version": 1
}
],
"published_revision": 4,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "3aed634a-d637-4ae3-b171-4c8bcc593fa5",
"access_rights": {
"id": "8e0c7f1e-3b7b-464d-afd8-d4e704f00f0e",
"license": [
{
"id": "d11e207f-2242-448c-86dd-47b1920bdbd8",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/ClarinRES-1.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "CLARIN RES (Restricted) End-User License 1.0"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "0ed3a2e1-6c11-4278-af67-c6713f838ecd",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access due to other reasons",
"fi": "Saatavuutta rajoitettu muulla perusteella",
"sv": "Begränsad åtkomst av övriga skäl"
}
}
]
},
"actors": [
{
"id": "cc2cc0c6-d358-46af-93c6-fc59c1f3d514",
"roles": [
"creator"
],
"person": {
"id": "47a1a3a6-ebf7-42f4-95cc-4165e441d9f6",
"name": "Salla-Maaria Laaksonen",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "29b3a24d-acef-4a17-be14-8eb69f880e0c",
"roles": [
"creator"
],
"person": {
"id": "e288ff56-ceb8-424d-bbf8-5574a241a885",
"name": "Matti Nelimarkka",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "1a245415-cc7f-4ce9-bf80-4541689e9f6a",
"roles": [
"creator"
],
"person": {
"id": "255fbf31-e35c-46fc-9aea-6ff294093ccf",
"name": "Jussi Piitulainen",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "c10ada3e-63e6-475d-94e6-845ac457804d",
"roles": [
"creator"
],
"person": {
"id": "70112868-fdb4-414c-b63c-3c5016c8957c",
"name": "Essi Pöyry",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "8ed43571-2b87-4c54-b121-43fe25096979",
"roles": [
"creator"
],
"person": {
"id": "0e59b834-8385-4400-8df1-bc94261e439e",
"name": "Sirja Toroskainen",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "2ce14dcb-8928-4999-8203-8a3516a62fa5",
"roles": [
"creator"
],
"person": {
"id": "c27d9725-41da-4af1-8354-7cc9a7e2f220",
"name": "Lassi Rikkonen",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "193f4fd2-2212-4c99-b354-c5beb5e821c7",
"roles": [
"creator"
],
"person": {
"id": "4b9da448-e847-4046-ad4b-9dc733775085",
"name": "Erjon Skënderi",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "c41dc6c6-5e09-45d6-bb08-7d4381b5bd67",
"roles": [
"publisher"
],
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "368f0dcc-75ce-4dbe-b01c-cc2ca7b15caa",
"roles": [
"curator"
],
"person": {
"id": "cf1d54c4-618f-4ce1-8992-765659d1d8f5",
"name": "User support FIN-CLARIN",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-kielipankki",
"description": {
"en": "This resource will be available for download in Kielipankki – the Language Bank of Finland.\n\nThe corpus includes social media posts from six different social media services (Twitter/X, Facebook, Instagram, TikTok, YouTube) and comments left under news items from Helsingin Sanomat and YLE.fi. The dataset includes all messages posted by the nine presidential candidates on their public accounts during the election campaign from January to February 2024, as well as general election discussion from Twitter/X and news comments. The data includes the username, nickname, time of posting, text content of the message, any images and links attached to the message, the url of the original message, and platform-specific data on the popularity metrics of the message. In addition, technical information such as image size and language of the message.\n\nProject page: https://blogs.helsinki.fi/influpolproject/post-api-some-aineistojen-kerays-ilman-api-rajapintaa/",
"fi": "Tämä aineisto on tulossa saataville Kielipankin latauspalveluun.\n\nKorpus sisältää sosiaalisen median viestejä kuudesta eri sosiaalisen median palvelusta (Twitter/X, Facebook, Instagram, TikTok, YouTube) sekä uutisten alle jätettyjä kommentteja Helsingin Sanomista ja YLE.fi:stä. Aineistossa on kaikki yhdeksän presidenttiehdokkaan julkisilla tileillään julkaisemat viestit vaalikampanjoinnin ajalta tammi-helmikuussa 2024, sekä yleistä vaalikeskustelua Twitter/X:stä ja uutiskommenteista. Aineistoon sisältyy viestin lähettäjän käyttäjänimi, nimimerkki, viestin lähetysaika, viestin tekstisisältö, mahdolliset viestin liitetyt kuvat ja linkit, alkuperäisen viestin url, sekä alustakohtaiset tiedot viestin suosiometriikoista. Lisäksi teknisiä tietoja, esim. kuvan koko, viestin kieli.\n\nProject page: https://blogs.helsinki.fi/influpolproject/post-api-some-aineistojen-kerays-ilman-api-rajapintaa/"
},
"field_of_science": [
{
"id": "62b43705-b725-40cd-aa4f-f5b1465678e1",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta6121",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Languages",
"fi": "Kielitieteet",
"sv": "Språkvetenskaper"
}
}
],
"infrastructure": [],
"keyword": [],
"language": [
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
}
],
"metadata_owner": {
"id": "541fdb9b-f8a8-4c75-a75d-13f413454d72",
"organization": "fairdata.fi"
},
"other_identifiers": [],
"persistent_identifier": "urn:nbn:fi:lb-2024030501",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Finnish presidential elections 2024 in social media, source",
"fi": "Suomen presidentinvaalit 2024 sosiaalisessa mediassa, lähdemateriaali"
},
"created": "2024-03-08T02:42:39Z",
"modified": "2026-04-10T09:32:57Z",
"dataset_versions": [
{
"id": "3aed634a-d637-4ae3-b171-4c8bcc593fa5",
"title": {
"en": "Finnish presidential elections 2024 in social media, source",
"fi": "Suomen presidentinvaalit 2024 sosiaalisessa mediassa, lähdemateriaali"
},
"persistent_identifier": "urn:nbn:fi:lb-2024030501",
"state": "published",
"created": "2024-03-08T02:42:39Z",
"version": 1
}
],
"published_revision": 4,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "6ae06a63-bd03-47ce-9e90-7aff088629a9",
"access_rights": {
"id": "52aff31c-6471-458e-a326-d1b6b091d53a",
"license": [
{
"id": "59650eb9-7080-4bb9-8058-bd04726070e5",
"custom_url": "http://urn.fi/urn:nbn:fi:lb-2022020106",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-1.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 1.0 Generic (CC BY 1.0)",
"fi": "Creative Commons Nimeä 1.0 Yleinen (CC BY 1.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": "3beb42fe-bd92-4283-ae14-d8202a8b831e",
"roles": [
"creator",
"curator",
"rights_holder"
],
"person": {
"id": "aeb19991-9324-4d3e-8865-51ba396c7b27",
"name": "Jack Rueter",
"email": "<hidden>"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "7caf7de5-6dea-4c55-9305-5ba215318f72",
"roles": [
"creator"
],
"person": {
"id": "2064cee3-06ab-496b-a31c-fd3f1963c06e",
"name": "Erina",
"email": "<hidden>"
},
"organization": {
"id": "0088bd62-4703-4af4-860a-990e860ae5bc",
"pref_label": {
"en": "No organization"
},
"email": "<hidden>"
}
},
{
"id": "bd0f62cf-bcd3-4855-96e2-74c2d989c86a",
"roles": [
"publisher"
],
"organization": {
"id": "34b923b8-22e5-4dce-9389-9a72200e6292",
"pref_label": {
"en": "Multiple publishers, check distribution rights holders in original metadata by following its persistent identifier"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-kielipankki",
"description": {
"en": "The corpus will be available via Korp in Kielipankki - the Language Bank of Finland.\n\nWhile ERME contains predominantly if not solely original Erzya and Moksha literature, this version of ERME-psla (Paragraph segementation low annotation) contains both original and translated texts. The most basic format used is XML, with a granularity set at the piece level and then automatically extended to the sentence level. The goal is to create corpora with source meta indicating authors, titles, translators, genre and collectors, etc., which where possible have geo-indendifiers and time stamps, so that the language of each individual piece (article) can be readily compared to fieldwork documentation of these language forms from various eras.\n\nContent of this version:\nMoksha-language texts from the Mokša journal\nTime range 1956 – 2000\n\nErzya-language texts from the Surań tolt and Sâtko journals\nTime range 1956 – 2001"
},
"field_of_science": [
{
"id": "62b43705-b725-40cd-aa4f-f5b1465678e1",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta6121",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Languages",
"fi": "Kielitieteet",
"sv": "Språkvetenskaper"
}
}
],
"infrastructure": [],
"keyword": [],
"language": [
{
"id": "b31860e8-38bc-449b-ade7-0b5e0ff96bc9",
"url": "http://lexvo.org/id/iso639-3/mdf",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Moksha",
"fi": "mokša",
"sv": "moksja"
}
},
{
"id": "8d20d1dc-578a-412f-aba6-c625cd94902b",
"url": "http://lexvo.org/id/iso639-3/myv",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Erzya",
"fi": "ersä",
"sv": "erjya"
}
},
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
},
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "bf3b313b-729c-44b8-b12a-0fec9481962a",
"organization": "service_kielipankki"
},
"other_identifiers": [],
"persistent_identifier": "urn:nbn:fi:lb-2025121601",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "ERME - Paragraph Segmentation Low Annotation, Korp"
},
"created": "2025-12-17T00:00:00Z",
"modified": "2026-04-10T06:46:23Z",
"dataset_versions": [
{
"id": "6ae06a63-bd03-47ce-9e90-7aff088629a9",
"title": {
"en": "ERME - Paragraph Segmentation Low Annotation, Korp"
},
"persistent_identifier": "urn:nbn:fi:lb-2025121601",
"state": "published",
"created": "2025-12-17T00:00:00Z",
"version": 1
}
],
"published_revision": 4,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "00f52e65-1ece-4c52-a68d-21fb0021d883",
"access_rights": {
"id": "2e10f68f-6e92-4fe2-8082-71b022c74930",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "fdb84c76-ed2e-4f9c-9491-8af0c1f09c4c",
"roles": [
"creator"
],
"person": {
"id": "30e9396c-edf8-4c5d-9dd9-74a66bb4217d",
"name": "Anneli M. Ågren",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0002-6758-3971"
},
"organization": {
"id": "e730123b-182e-4970-b767-1eacef6a36f6",
"pref_label": {
"en": "Swedish University of Agricultural Sciences"
}
}
},
{
"id": "216a21b1-0c50-41db-9e87-1ea6e12ffd50",
"roles": [
"publisher"
],
"organization": {
"id": "a8557270-656f-4a5d-a2e9-f499b9fabcf1",
"pref_label": {
"en": "Paituli"
},
"parent": {
"id": "cd0e53f1-8f0a-4972-b8b0-fde81326afb9",
"pref_label": {
"en": "CSC – IT Center for Science",
"fi": "CSC - Tieteen tietotekniikan keskus Oy",
"sv": "CSC – IT Center for Science",
"und": "CSC - Tieteen tietotekniikan keskus Oy"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/09206320",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-att",
"description": {
"en": "This dataset presents historical arable land data from northern Finland, covering an area within ±3 degrees of the Arctic Circle. This historical dataset offers valuable insights for detailed, field-level analysis of arable land use in the Finnish Arctic region.\n\nArable land was extracted using machine learning (Extreme Gradient Boosting) from scanned historical paper maps: [Finnish Basic maps from 1947 and 1979](http://urn.fi/urn:nbn:fi:att:59126695-74e3-4689-8835-7bfd38588f3c) at a scale of 1:20,000. The model achieved exceptional performance, with a Cohen's Kappa and Matthews Correlation Coefficient of 0.992. Class-wise performance for arable land detection was nearly perfect, with recall, precision, and F1 score of 1.0, 0.998, and 0.995, respectively. The data was extracted 2025-2026.\n\nThe code for the machine learning model can be found at https://github.com/anneliagren/HistoricalArableLandNorthFinland\n\n\nCoordinate system: ETRS89 / ETRS-TM35FIN (EPSG:3067)",
"fi": "Tämä aineisto esittää historiallista peltomaata Pohjois-Suomesta alueelta, joka sijaitsee ±3 asteen sisällä napapiiristä. Tämä historiallinen aineisto tarjoaa arvokasta tietoa yksityiskohtaiseen, peltolohkokohtaiseen peltomaan käytön analyysiin Suomen arktisella alueella.\n\nPeltomaa on erotettu koneoppimisen (Extreme Gradient Boosting) avulla skannatuista historiallisista paperikartoista: [peruskartat 1947–1979](http://urn.fi/urn:nbn:fi:att:59126695-74e3-4689-8835-7bfd38588f3c) mittakaavassa 1:20 000. Malli saavutti poikkeuksellisen suorituskyvyn: Cohenin kappa-arvo ja Matthewsin korrelaatiokerroin olivat 0,992. Luokkakohtainen suorituskyky peltomaan tunnistamisessa oli lähes täydellinen, ja recall-, precision- ja F1-arvot olivat vastaavasti 1,0, 0,998 ja 0,995. Aineisto laskettiin 2025-2026.\n\nKoneoppimismallin koodi: https://github.com/anneliagren/HistoricalArableLandNorthFinland\n\nKoordinaattijärjestelmä: ETRS89 / ETRS-TM35FIN (EPSG:3067)"
},
"field_of_science": [
{
"id": "7334f2e9-1aae-4b87-9088-8226211b06c9",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1171",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Geosciences",
"fi": "Geotieteet",
"sv": "Geovetenskaper"
}
},
{
"id": "560abf95-2ee7-4b78-8992-5c70d5b73f4f",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta415",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Other agricultural sciences",
"fi": "Muut maataloustieteet",
"sv": "Övriga jordbruksvetenskaper"
}
}
],
"infrastructure": [],
"issued": "2026-03-13",
"keyword": [
"Paituli"
],
"language": [],
"metadata_owner": {
"id": "e883ab57-f794-4692-8027-147f71a3eafd",
"organization": "csc.fi",
"admin_organization": "csc.fi"
},
"other_identifiers": [],
"persistent_identifier": "urn:nbn:fi:fd-2369597d-4781-3352-b128-4dd34583e32d",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Historic arable Land for Northern Finland"
},
"use_category": {
"id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Outcome material",
"fi": "Tulosaineisto"
}
},
"download_url": "https://paituli.csc.fi/download.html?data_id=slu_old_fiedls_20m_1947_1979_tiff_euref"
},
{
"title": {
"en": "Files in folder view"
},
"use_category": {
"id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Outcome material",
"fi": "Tulosaineisto"
}
},
"access_url": "https://www.nic.funet.fi/index/geodata/slu/arable_land"
}
],
"spatial": [
{
"geographic_name": "Suomi",
"custom_wkt": [
"MULTIPOLYGON (((28.24117445300834 68.927666357782, 28.2361690344865 68.83818292512633, 27.987994098676154 68.83980617301415, 27.984011824974576 68.7499554565501, 28.231681316137614 68.7483361236263, 28.2366553524467 68.83799998913335, 28.49619759518963 68.8359138346069, 28.49631673461471 68.85977477180718, 28.49581999566703 68.85977913964504, 28.496340419010476 68.86748932749602, 28.49584350718488 68.86749369562612, 28.496327810658165 68.8746659570455, 28.495830737885054 68.8746703253463, 28.496303101487023 68.88166327441606, 28.495805871676893 68.88166764284696, 28.496314327817505 68.89655442233003, 28.49581676347224 68.89655879122387, 28.496289659705567 68.90355172220572, 28.495791937989267 68.90355609122959, 28.49630103660107 68.91844283282647, 28.49580297963774 68.91844720231329, 28.49628855307913 68.9256194205852, 28.24117445300834 68.927666357782)), ((26.995670809988717 68.12553099952456, 26.995687636988137 68.03565924059019, 27.475308093409684 68.03497475787103, 27.477162677528582 68.12484341971556, 26.995670809988717 68.12553099952456)), ((26.05620067095649 67.58479857547012, 26.0633061172394 67.40524565007858, 26.529758108026904 67.40727920566206, 26.527983420559348 67.49697550761641, 26.76211490756889 67.49748888537066, 26.761211302608107 67.58736582948528, 26.05620067095649 67.58479857547012)), ((24.4211230535342 65.07582390834169, 24.419605065784822 64.986011567451, 24.632174177615585 64.98522571775285, 24.633967488450264 65.07521054619926, 24.4211230535342 65.07582390834169)), ((22.206419688750298 63.63620935727959, 22.202571902955295 63.54650432670963, 22.00146357767265 63.54807665459692, 21.995461005326494 63.36867953029931, 21.59617188799086 63.37082248161485, 21.598151512681934 63.46034548211007, 21.59728513809162 63.46067263849899, 21.39683242744368 63.461222492822, 21.395648488005676 63.37494999893227, 21.396346787047005 63.37137723735115, 21.595807408280937 63.37062867189686, 21.593861679888757 63.280926433063506, 22.00629489435397 63.2787469495764, 22.391142835857714 63.275379352368624, 22.408553059710496 63.634366687798575, 22.206419688750298 63.63620935727959)), ((23.293349466171133 67.49630998659573, 23.29613111120802 67.40636217362868, 23.611268203759153 67.40754788773246, 23.995574321781664 67.40798431230336, 23.995654400156358 67.31837815997643, 23.53090275395604 67.31781826999907, 23.536298085505475 67.04866279092887, 23.994033701734676 67.04934065875253, 23.99543285520569 67.0491874819022, 23.995787755506086 67.04632090335335, 23.995328822818895 67.04631224453739, 23.995859213516592 67.03087839252314, 23.995340898058735 67.02763616889048, 23.995841783775216 67.01615250298575, 23.995383420272887 67.01614384622518, 23.995461103156252 66.95975699270672, 23.77314230760569 66.95970431796493, 23.76674146071016 66.95957408287163, 23.766498181734246 66.9579526534141, 23.767170120601342 66.94252002317253, 23.7667132393075 66.94251071319823, 23.767307401454897 66.92420274613413, 23.76684511240905 66.9207807534062, 23.76755673631953 66.9015771129093, 23.76710061966257 66.90156780683363, 23.76771643511351 66.88308062723402, 23.767254727583868 66.87965862328936, 23.76788162575621 66.86799680921786, 23.767426134146575 66.86798750636518, 23.767940415970653 66.86063401734492, 23.76747902475592 66.85721200727245, 23.768122438678798 66.84195832092259, 23.76766743045445 66.84194902053898, 23.76830384214514 66.82328258581629, 23.76790131592483 66.81249773522137, 23.768525425201744 66.80083582697705, 23.768034993109325 66.79418019741726, 23.768617685411158 66.78628925637848, 23.768174526240973 66.77927536064838, 23.768692558412955 66.77533453101293, 23.768354280666713 66.76059949776578, 23.76891230045914 66.7528876529308, 23.76847594719335 66.74928648386556, 23.768993184538925 66.74534563796256, 23.768573875003895 66.73815258521275, 23.769090819988474 66.73421173332062, 23.768809380168616 66.71211372482036, 23.76938925243057 66.70422270294699, 23.76898693616829 66.6934377224312, 23.769526146367923 66.68931771556461, 23.76912385531332 66.67853271874957, 23.76966265730617 66.6744127034623, 23.769300317818512 66.6598566465064, 23.77022281512894 66.600782936811, 23.995630081660963 66.600951207597, 23.99564252436016 66.51133712028215, 23.54601487529712 66.51067562667151, 23.54788651854428 66.43221285672946, 23.54758121840862 66.42142746291916, 23.54934067151293 66.3501476102495, 23.54891679307016 66.34672495374498, 23.549529849172835 66.33901382124506, 23.549863155937345 66.294289538041, 23.55042804080535 66.29017023890607, 23.54998025448066 66.28692666726619, 23.551014310193626 66.2565894996152, 23.55143125020557 66.20468096699244, 23.552596861600968 66.1668014257772, 23.552174958313802 66.1633787225735, 23.552850583830118 66.15189635806139, 23.774249351115937 66.15236333651556, 23.775005057957177 66.06274835492395, 24.216717687279466 66.0627337584524, 24.215891353185423 65.97329120685525, 23.99560586982982 65.97327536784671, 23.995946205575407 65.70406162224641, 24.431081570892868 65.70357274025645, 24.429970914968212 65.61377435487816, 24.86359046257161 65.61204476717494, 24.860556698121602 65.52223983954221, 25.077027589547964 65.52100948425873, 25.062486744971654 65.1625134423723, 24.84894365555886 65.16373355184517, 24.840503168703993 64.8946655507064, 24.6294954037892 64.89576438267133, 24.62726514658308 64.80612948703877, 24.41694970440329 64.80692916635671, 24.415441843422453 64.71711395309303, 24.20582030729027 64.71761692626241, 24.204593723497783 64.53817314960163, 23.995935921967774 64.53837627777833, 23.99623862743501 64.44839103773424, 24.203777855155078 64.44835625073405, 24.20294226064243 64.35871765265352, 23.78918329200728 64.35885846115659, 23.789709828740197 64.26904561555986, 23.583517222183062 64.26868286840485, 23.58470022130297 64.17887378533777, 23.378803811163905 64.1780368819025, 23.38497949749842 63.90917907616851, 23.181892839014722 63.90809507839855, 23.17904546039116 63.997883564988186, 22.997817312827223 63.99676900728909, 22.974518772347153 63.99648347964048, 22.974239922424665 63.99557696716429, 22.977587916684907 63.90687140527147, 22.570319215597817 63.903417826186846, 22.575114519526018 63.81347866710857, 22.777865821643083 63.81542128249815, 22.778187851168983 63.81327330778354, 22.78192232124257 63.72582806855215, 22.579380846205012 63.724062785758285, 22.601594037302174 63.27539284172122, 23.199407260771054 63.28004116652764, 23.19716445007041 63.36966846056844, 23.39282477366158 63.37079802833289, 23.396439474493377 63.370709698704324, 23.39677649020678 63.368022578663435, 23.398125634674578 63.28377289593489, 23.39888148768207 63.28091666498319, 23.91953717173741 63.2823582037013, 24.413544323396483 63.28177215696627, 24.882801253014392 63.27964532983155, 25.391091371377488 63.27552163997023, 25.426831136404605 63.99314558817321, 25.22267553922954 63.9949187231682, 25.226169862688 64.08167568239251, 25.226397103650257 64.08455095670617, 25.227626922670137 64.08456594041779, 25.488271984202 64.08194175772076, 25.766251562576546 64.08456376508336, 25.77020080664213 63.99502421897858, 25.565851081597454 63.99314939514543, 25.601596442546345 63.27558971334152, 28.391629203078384 63.27565606671757, 28.409066675112864 63.64064182864943, 28.427201542875373 63.99321786111776, 28.222850778817012 63.99508290816162, 28.226777723153752 64.0846226867891, 28.503938849265953 64.08202246434121, 28.76663390237996 64.08463572705045, 28.77037780823861 63.99500360859319, 28.566221929750025 63.99322070546372, 28.586178672999495 63.60163412343202, 28.60173648757892 63.27560248540102, 29.212175898482023 63.280356446473995, 29.834674321181506 63.28243490407898, 30.439582397018867 63.28185814345958, 30.99286047701761 63.27890832797622, 30.993654085040507 63.28463833183942, 30.99654991319825 63.3688638272783, 30.596420883991335 63.371249335031706, 30.600484309228268 63.55049467010567, 30.39912907241877 63.551279180068995, 30.400558411577723 63.640906577044724, 30.19855081257315 63.641413501902434, 30.201449720919868 63.99994287054478, 30.609824732798266 63.99879983511459, 30.61604348032326 64.2680135934871, 30.409476499749907 64.26884649435576, 30.411044039571134 64.35846600874427, 30.20378603631832 64.35901235158387, 30.204694868184426 64.44863614068736, 29.996310972402306 64.44872279634075, 29.996494640803174 64.35908645760667, 29.582742416004773 64.35852004515463, 29.581604554563942 64.4479732745069, 29.789165865757447 64.44849036334186, 29.787870102201055 64.62775693260613, 29.9967975461363 64.62797568216752, 29.996939360917207 64.80759166758898, 29.786201005934604 64.8073860837893, 29.785790383036687 64.89719133828609, 29.36332867389294 64.89587847493407, 29.361049437989173 64.98533306334333, 29.78492311497504 64.9866450527527, 29.784094293471433 65.07645631605956, 29.15873399384529 65.07439425411224, 28.496878718972788 65.06919274483667, 28.49652986074105 65.60730012197529, 27.86427035995275 65.61220541124229, 27.873318557959283 65.88133143149548, 26.119225751048404 65.88128881604634, 26.12835117142547 65.61216332494499, 25.496528594410478 65.60723167502347, 25.496547715880244 65.69697236480367, 25.302587486774815 65.69870657960462, 25.306733661409456 65.78849764501935, 24.87015712963013 65.79147840791804, 24.87908969961848 66.05997866555288, 25.01433471942485 66.05962485728726, 25.32069398934791 66.05716146548833, 25.33012520823218 66.23656421532309, 25.496163522840746 66.23503197339502, 25.49615487385815 66.4143187117461, 26.10034183980672 66.41915049331942, 26.10355282470888 66.32944988614948, 26.772747185826393 66.33186544506748, 26.773554963703884 66.24215350467388, 27.218882107799317 66.24216435401341, 27.219662907630166 66.33187634047269, 27.44289461462956 66.33158068782413, 27.444481229548117 66.42128960144437, 26.10078336501757 66.41933247471863, 26.094301423071162 66.59837156021594, 27.447685644181565 66.60034542839854, 27.44878555999116 66.68610543709592, 27.450599376073917 66.7607385658676, 27.450145160078605 66.76073986171387, 27.452594830402962 66.86928011719692, 27.680244539123816 66.86846623049448, 27.682745014333914 66.95816530907531, 27.911669212210015 66.95701678246442, 27.921854538453474 67.22627190856366, 26.99583256994441 67.2289214205735, 26.99587862258948 66.95963191008497, 27.453342779016705 66.95898533868436, 27.451688990936784 66.86964153367978, 26.539642571536824 66.86961658372616, 26.083908222124606 66.86745739609587, 26.090555906910037 66.68824560868423, 25.489749353254847 66.68362902026645, 24.901408875902383 66.68819242950867, 24.90360598254711 66.73704517102678, 24.903270411163852 66.74098965478292, 24.904036319438625 66.7480002340806, 24.904783227081815 66.78193507209305, 24.905401719710873 66.78535371060941, 24.90533293694328 66.79684056404518, 24.906100924249746 66.80385109230632, 24.906969921166947 66.84173617208647, 24.907873798889636 66.85251782787024, 24.907805494310196 66.8640045928505, 24.90845692342835 66.8670646074454, 24.90795508351887 66.86759646231025, 24.90856068143543 66.87119435211937, 24.909495592010696 66.90836196367862, 24.909952258500926 66.90836798323231, 24.910288767188284 66.93116807909651, 24.91091148270298 66.93458664630788, 24.91069346174577 66.9424814680435, 24.911150766718837 66.9424874856485, 24.911721807765403 66.95721339816821, 24.682554197406564 66.95834309590637, 24.683752322608974 67.0035973807311, 24.684210705672342 67.00360405467512, 24.684018175376984 67.01526943898847, 24.684628108423613 67.01850950146202, 24.68436959769711 67.02604517289697, 24.684828404110796 67.02605184615251, 24.68443553788873 67.03017486624697, 24.68501170118188 67.03377344595884, 24.684669985597573 67.03735867796846, 24.685129005696414 67.03736535090728, 24.684787247827 67.04095058158323, 24.685246335820846 67.04095725435835, 24.6848703495951 67.04490100649801, 24.685329512271252 67.04490767922513, 24.68505603830145 67.04777586163254, 24.69056666142026 67.04785584231249, 24.91506732143121 67.04664405902503, 24.915167261230966 67.06154306599142, 24.915793724697533 67.06496157077672, 24.915501001547977 67.06836805492824, 24.915960679320936 67.0683740641923, 24.916030220070354 67.08363161042992, 24.916641913855457 67.08722939280777, 24.916485305362613 67.09440692850488, 24.916945477288635 67.094412936066, 24.917440429996926 67.12080429610899, 24.91790110405052 67.12081030206463, 24.91775993578423 67.12780852341426, 24.9182207432913 67.12781452875299, 24.9182913058771 67.14307197064485, 24.91890470483327 67.1466697233842, 24.918854103028412 67.1579768163272, 24.91946793045785 67.16157456165311, 24.91928042875656 67.16911061147431, 24.91989457753315 67.1727083512427, 24.91970706945338 67.18024439178612, 24.920168878587702 67.18025039378364, 24.91985966204319 67.18383612428394, 24.92032153996589 67.18384212599683, 24.920149492495064 67.19119887093554, 24.920611511491153 67.19120487213105, 24.921401309556042 67.22495865046852, 24.922032553714157 67.22837707672925, 24.921722887283668 67.2319627897389, 24.922185689026342 67.23196878815679, 24.92212034701285 67.24345505708962, 24.922583369938124 67.24346105485648, 24.922289050231708 67.24686747699731, 24.922752138892328 67.24687347442452, 24.92258009048064 67.25423016809141, 24.92304332102072 67.25423616499616, 24.92284027486789 67.26195142279174, 24.923303654285473 67.26195741927835, 24.9229936686266 67.26554312003637, 24.923457117342558 67.265549116235, 24.923285064238893 67.27290579470267, 24.923748655074423 67.27291179037735, 24.923683651974603 67.2843980061366, 24.924147464814176 67.28440400115542, 24.923852776860638 67.28781040914626, 24.924316655679746 67.2878164038237, 24.924144602932763 67.29517306421401, 24.924608624158513 67.29517905836572, 24.924405535212536 67.30289428140544, 24.924869705869163 67.30290027513578, 24.924574853410657 67.30630667677521, 24.925039090157558 67.3063126701634, 24.924867040422097 67.31366931556211, 24.925331419814743 67.313675308423, 24.92497437245232 67.31779884261367, 24.925438831876683 67.31780483534203, 24.925436319289794 67.32857385752635, 24.9259009877327 67.32857984938342, 24.925697869129387 67.33629504413312, 24.926162687456827 67.3363010355662, 24.926299075294086 67.35084097913945, 24.926764176306715 67.35084696946, 24.926561038606977 67.35856214536929, 24.927026289807692 67.3585681352641, 24.926854232632753 67.36592473826025, 24.927319627157853 67.36593072762355, 24.927147573108837 67.3732873246743, 24.92761311105432 67.3732933135055, 24.92728652106405 67.37705825693335, 24.927752132499776 67.37706424552455, 24.927425503917 67.3808291875061, 24.927891188868184 67.38083517585717, 24.927564521687422 67.38460011639276, 24.928030280179296 67.38460610450355, 24.927719134351406 67.38819176083744, 24.928184962917587 67.3881977486552, 24.9278582238553 67.39196268642108, 24.928324126011468 67.39196867399826, 24.928012911717275 67.39555432769492, 24.928478883994735 67.39556031497875, 24.92815207303475 67.39932524997613, 24.928618118951544 67.39933123701904, 24.92829126936915 67.40309617057189, 24.928757388950576 67.40310215737378, 24.92844606938694 67.40668780705882, 24.928912259160782 67.4066937935669, 24.928848405272767 67.41817983610355, 24.92931481976588 67.41818582193982, 24.929313364165644 67.42895472151137, 24.929779989594667 67.4289607064639, 24.92943726585047 67.43290491078906, 24.929903968649135 67.432910895552, 24.93198556403442 67.49503798757135, 24.562628683214484 67.4968955950349, 24.155760834990428 67.49779396854144, 23.7015581530018 67.49760862596627, 23.293349466171133 67.49630998659573), (25.081255775411645 65.6106377549094, 25.297598155445005 65.60890474007951, 25.293047891135945 65.51946538741498, 25.077446699976388 65.52119430609413, 25.081255775411645 65.6106377549094), (29.57504071464054 64.80688872378813, 29.575710794960802 64.80508133753328, 29.575710616406372 64.77419416391548, 29.576243088065343 64.77095253083111, 29.577011469549124 64.71724547522217, 29.367408408144154 64.71661445850782, 29.365567059541593 64.80606429725333, 29.57504071464054 64.80688872378813), (29.391196905132652 63.64005072487044, 29.391434233821563 63.63807135005573, 29.39334261753768 63.550401950029936, 29.192356268236228 63.549485149345074, 29.18996637363299 63.638947471998776, 29.391196905132652 63.64005072487044)))"
],
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "1947-01-01",
"end_date": "1979-12-31"
}
],
"theme": [
{
"id": "e52582be-136e-4f4c-91a6-b3d580487e00",
"url": "http://www.yso.fi/onto/koko/p33780",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "arable area",
"fi": "peltoala",
"sv": "åkerareal"
}
},
{
"id": "15728b31-56d5-4b7d-a19a-4fb5e9655357",
"url": "http://www.yso.fi/onto/koko/p32155",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "fields (agriculture)",
"fi": "pellot",
"sv": "åkrar"
}
}
],
"title": {
"en": "Historic arable Land for Northern Finland",
"fi": "Historiallinen peltomaa Pohjois-Suomesta"
},
"created": "2026-03-13T10:21:36Z",
"modified": "2026-04-10T06:04:08Z",
"dataset_versions": [
{
"id": "00f52e65-1ece-4c52-a68d-21fb0021d883",
"title": {
"en": "Historic arable Land for Northern Finland",
"fi": "Historiallinen peltomaa Pohjois-Suomesta"
},
"persistent_identifier": "urn:nbn:fi:fd-2369597d-4781-3352-b128-4dd34583e32d",
"state": "published",
"created": "2026-03-13T10:21:36Z",
"version": 1
}
],
"published_revision": 4,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "caa5461c-3c22-4949-b673-7bcc08fde6b8",
"access_rights": {
"id": "8e24192e-6096-4b2b-8c86-cc7c6959a903",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "484e859f-11b5-4163-a387-25c13fcaae29",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
}
],
"show_file_metadata": true
},
"actors": [
{
"id": "090e8b9f-c33f-4291-afdf-46de64150ba9",
"roles": [
"creator",
"publisher"
],
"person": {
"id": "009edf52-533e-4b4b-9c44-76a704aa604d",
"name": "Merja Drake",
"email": "<hidden>",
"external_identifier": "0000-0003-1929-630X"
},
"organization": {
"id": "96486353-d806-4410-b6b9-9ceb300a3fec",
"pref_label": {
"en": "Haaga-Helia University of Applied Sciences",
"fi": "Haaga-Helia ammattikorkeakoulu",
"sv": "Haaga-Helia ammattikorkeakoulu",
"und": "Haaga-Helia ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10056",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "db952309-31c5-47bb-99b2-560b0ee48cfb",
"roles": [
"creator"
],
"person": {
"id": "d3bfc3de-f78d-4bc1-a285-b155b74a2dab",
"name": "Mariitta Rauhala",
"email": "<hidden>"
},
"organization": {
"id": "96486353-d806-4410-b6b9-9ceb300a3fec",
"pref_label": {
"en": "Haaga-Helia University of Applied Sciences",
"fi": "Haaga-Helia ammattikorkeakoulu",
"sv": "Haaga-Helia ammattikorkeakoulu",
"und": "Haaga-Helia ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10056",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d158741c-344f-4f69-b625-a6714274be2a",
"roles": [
"creator"
],
"person": {
"id": "c8638c64-5797-44c3-9511-2b96866d901d",
"name": "Anna Lahtinen",
"email": "<hidden>"
},
"organization": {
"id": "96486353-d806-4410-b6b9-9ceb300a3fec",
"pref_label": {
"en": "Haaga-Helia University of Applied Sciences",
"fi": "Haaga-Helia ammattikorkeakoulu",
"sv": "Haaga-Helia ammattikorkeakoulu",
"und": "Haaga-Helia ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10056",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "dcb4073e-5c8b-46de-a200-23e08437e53e",
"roles": [
"creator"
],
"person": {
"id": "baf4a9da-5204-422c-b95b-479137b6bcbc",
"name": "Janne Kauttonen",
"email": "<hidden>"
},
"organization": {
"id": "96486353-d806-4410-b6b9-9ceb300a3fec",
"pref_label": {
"en": "Haaga-Helia University of Applied Sciences",
"fi": "Haaga-Helia ammattikorkeakoulu",
"sv": "Haaga-Helia ammattikorkeakoulu",
"und": "Haaga-Helia ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10056",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"bibliographic_citation": "Drake, M. Lahtinen, A. Kauttonen, J. & Rauhala, M. 2026. Haaga-Helia ammattikorkeakoulu. Tekoälytoimijuus-hanke",
"cumulative_state": 1,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "n the Artificial Intelligence Agency project (May 2025–May 2026), the competencies and agency of knowledge workers and management in municipalities and wellbeing services counties were studied and developed in relation to the use of generative artificial intelligence and work development. One of the research components of the project was a survey.\nThe primary target group of the survey consisted of public sector knowledge workers employed by municipalities, cities, and wellbeing services counties, although responses were also received from other sectors. The screening criteria for the survey required that respondents work either in a municipality or a wellbeing services county and that they use AI in their work.\nRespondents were sought from different organizational positions, including employees, supervisors, and managers. Data collection was carried out electronically through a consumer panel in Finland, via electronic registry distribution, and by contacting the registries of municipalities and wellbeing services counties. Completing the questionnaire took approximately 20 minutes.\nThe survey consisted of five sections:\n\nTell us about your work and your experience with AI\nYour situation at work and your experience of using generative AI\nHow you gain the most benefit from AI in your work\nChanges in work and readiness for a more autonomous role of AI\nFinally, tell us a little about yourself and the organization you represent\n\nThe questionnaire included a total of 32 single-choice, multiple-choice, and scale-based questions.\nThe dataset consists of a total of 1,460 responses. After the project ends, the research data will be stored in CSC’s IDA service. The data will be retained for five years. The data storage format is CSV, and the dataset will not be updated after publication.",
"fi": "Tekoälytoimijuus -hankkeessa toukokuu 2025- toukokuu 2026 tutkittiin ja kehitettiin kuntien ja hyvinvointialueiden\ntietotyöntekijöiden ja johdon osaamista ja toimijuutta generatiivisen tekoälyn käytössä ja työn\nkehittämisessä. Hankkeen yhtenä tutkimusosiona oli kysey. Kyselyn tiedonkeruun pääkohderyhmänä olivat tietotyötä tekevät julkishallinnon työntekijät kunnissa, kaupungeissa ja hyvinvointialueilla, mutta vastauksia tuli myös muilta toimialoilta. Kyselyn kynnyskykymyksenä oli, että henkilö työskentelee joko kunnissa tai hyvinvointialueilla ja että henkilö käyttää tekoälyä työssään. \nVastaajia on haettu eri asemista: työntekijöitä, esihenkilöitä ja johtajia. Tiedonkeruu on toteutettu sähköisenä tiedonkeruuna kuluttajapaneelissa Suomessa, sähköisenä rekisterilähetyksenä sekä kuntien ja hyvinvointialueiden kirjaamoita kontaktoimalla. Lomakkeen pituus oli noin 20 min. Kyselyssä oli viisi eri osiota: 1) Kerro meille työstäsi ja kokemuksestasi tekoälyn parissa2) Tilanteesi työpaikalla ja kokemuksesi generatiivisen tekoälyn hyödyntämisestä 3) Miten saat eniten hyötyä tekoälystä työhösi. 4) Työn muutos ja valmius tekoälyn itsenäisempään rooliin 5) Kerro lopuksi vielä vähän itsestäsi ja edustamastasi organisaatiosta. Valinta-, monivalinta- ja asteikkokysymyksiä oli yhteensä 32. \nAinestona on yhteensä 1460 vastausta. Hankkeen päätyttyä tutkimusdata tallennetaan CSC:n IDA-palveluun. Aineisto säilytetään tallennettuna viisi vuotta. Aineiston tallennusmuoto on CSV. Dataa ei julkaisemisen jälkeen päivitetä."
},
"field_of_science": [
{
"id": "dfda8c5a-5949-4867-b9e2-f9fe9fee7a2f",
"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": "2026-03-24",
"keyword": [
"Tekoäly",
"toimijuus",
"digitoimijuus",
"kunta-ala",
"hyvinvointialue",
"Kehittäjätoimijus"
],
"language": [
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
}
],
"metadata_owner": {
"id": "5787847d-67ba-41af-87ea-239d94e0999d",
"organization": "haaga-helia.fi",
"admin_organization": "haaga-helia.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-19a09619-3895-335d-a5f1-fdd087dbb787",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "080d933b-ac09-48a7-9889-2dc9cfb9ccbf",
"title": {
"en": "Tekoälytoimijuus - taitoa, tuottavuutta ja hyvinvointia tekoälyä hyödyntäen"
},
"project_identifier": "250093",
"participating_organizations": [
{
"id": "f3d48070-31f0-4396-a652-f9006c2535d1",
"pref_label": {
"en": "Myynnin kehittäminen ja digitalisaatio",
"fi": "Myynnin kehittäminen ja digitalisaatio",
"sv": "Myynnin kehittäminen ja digitalisaatio",
"und": "Myynnin kehittäminen ja digitalisaatio"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10056-3100",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "96486353-d806-4410-b6b9-9ceb300a3fec",
"pref_label": {
"en": "Haaga-Helia University of Applied Sciences",
"fi": "Haaga-Helia ammattikorkeakoulu",
"sv": "Haaga-Helia ammattikorkeakoulu",
"und": "Haaga-Helia ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10056",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"funding": [
{
"funder": {
"funder_type": {
"id": "9e7a4a88-879d-43cb-8843-9e7241623aa6",
"url": "http://uri.suomi.fi/codelist/fairdata/funder_type/code/finnish-fof",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/funder_type",
"pref_label": {
"en": "Finnish fund or foundation",
"fi": "Kotimainen rahasto tai säätiö"
}
}
},
"funding_identifier": "250093"
}
]
}
],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"custom_wkt": [],
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2025-10-01",
"end_date": "2025-12-15"
}
],
"theme": [
{
"id": "fab984fb-9a21-4f7d-8d83-f3ff97bbd6aa",
"url": "http://www.yso.fi/onto/koko/p6910",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "human agency",
"fi": "toimijuus",
"sv": "agentskap"
}
},
{
"id": "a636edaf-3217-4dcf-9ed7-53c1e0899315",
"url": "http://www.yso.fi/onto/koko/p36713",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "artificial intelligence",
"fi": "tekoäly",
"sv": "artificiell intelligens"
}
},
{
"id": "c8c11723-dcb1-4363-b120-718efb8fdbef",
"url": "http://www.yso.fi/onto/koko/p96931",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "generative artificial intelligence",
"fi": "generatiivinen tekoäly",
"sv": "generativ artificiell intelligens"
}
}
],
"title": {
"en": "AI Agency: A Research Project on AI-Enabled Skills, Productivity, and Wellbeing",
"fi": "Tekoälytoimijuus taitoa, tuottavuutta ja hyvinvointia tekoälyä hyödyntäen tutkimushanke"
},
"created": "2026-03-24T13:01:32Z",
"cumulation_started": "2026-03-24T13:01:36Z",
"modified": "2026-04-10T05:43:27Z",
"dataset_versions": [
{
"id": "caa5461c-3c22-4949-b673-7bcc08fde6b8",
"title": {
"en": "AI Agency: A Research Project on AI-Enabled Skills, Productivity, and Wellbeing",
"fi": "Tekoälytoimijuus taitoa, tuottavuutta ja hyvinvointia tekoälyä hyödyntäen tutkimushanke"
},
"persistent_identifier": "doi:10.23729/fd-19a09619-3895-335d-a5f1-fdd087dbb787",
"state": "published",
"created": "2026-03-24T13:01:32Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "3afe7e86-92de-4d0c-8647-08eb6618c5f1",
"access_rights": {
"id": "3ef35598-ba22-42f5-b076-b28c5daeba43",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"description": {
"en": "The dataset is (C) available only for research including master's theses.",
"fi": "Aineisto on käytettävissä (C) vain tutkimukseen ja ylempiin opinnäytteisiin."
},
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "484e859f-11b5-4163-a387-25c13fcaae29",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
}
]
},
"actors": [
{
"id": "0aecc73a-75f0-4e14-9d38-60f2c106a144",
"roles": [
"creator"
],
"organization": {
"id": "628c97d2-d3b5-4744-a9fb-6c219059a801",
"pref_label": {
"fi": "Suomen akateemisten ura- ja rekrytointipalvelujen Aarresaari-verkosto"
}
}
},
{
"id": "c7a90ab7-33e6-48c5-be8d-90323d1f55f4",
"roles": [
"creator"
],
"organization": {
"id": "cf300c88-e48c-4a3d-aa91-6c326790e2aa",
"pref_label": {
"en": "Aarresaari network of the Academic Career Services in Finland"
}
}
},
{
"id": "5b4c01ac-eebb-48e2-a8f1-bca5eae74e5a",
"roles": [
"publisher"
],
"organization": {
"id": "24e34cd1-11fc-4777-985c-dbdd68b78c24",
"pref_label": {
"en": "Tietoarkisto",
"fi": "Tietoarkisto",
"sv": "Tietoarkisto",
"und": "Tietoarkisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
"description": {
"en": "The survey charted the career and employment situation of individuals who had graduated from Finnish universities with a lower (BA/BSc or equivalent) or higher (MA/MSc or equivalent) degree in 2017. The survey was conducted five years after graduation. Main themes of the survey included the respondents' satisfaction with their degree, career path stages, current employment situation, the quality of employment, and the importance of university education for employment. The first part investigated the respondents' education and work history, and satisfaction with the degree. They were asked whether they had, before or after graduation, participated in job-related training, career guidance or any additional professional qualification or higher education studies. The respondents were asked whether they agreed or disagreed with a set of attitudinal statements regarding their degree and its usefulness for employment. Further questions covered how many employers the respondents had had, whether the respondents had been entrepreneurs, self-employed or freelancers, and whether they had been outside the labour market because of family leave or unemployment. The respondents' satisfaction with their career this far was charted, along with current occupational status, type of employer, and type of current work tasks. The respondents were also asked whether their current job required an academic degree, whether the job was commensurate with their academic qualifications, and if not, why they had accepted the job. The extent to which the respondents had been able to utilize the knowledge and skills gained during their university studies was also examined, and monthly gross income at the time of the survey was charted. Next, the respondents were asked which factors had had an impact on their employment after graduation (e.g. major/minor subjects, internship, work experience, personal networks). Questions also covered how important certain skills and know-how were in the respondents' current job and how well their studies had developed these skills (e.g. theoretical or practical knowledge of their field, problem solving, managerial skills, negotiation skills, project management, and communication in English). Background variables included the respondent's gender, age at the time of graduation, NUTS3 region of residence, the university attended, and information on the degree (field of study, number of credits required for the degree, degree level).",
"fi": "Uraseurannoilla kerätään vuosittain valtakunnallisesti tietoa yliopistoista valmistuneiden työllistymisestä ja työelämän osaamistarpeista. Vuoden 2022 uraseurannalla kartoitettiin vuonna 2017 Suomen yliopistoista valmistuneiden varhaista työuraa ja työtilannetta viisi vuotta valmistumisen jälkeen. Kyselyn teemoja ovat muun muassa tyytyväisyys tutkintoon, urapolun vaiheet, tämänhetkinen työtilanne, työllistymisen laatu ja yliopistokoulutuksen merkitys työllistymiseen. Aluksi tiedusteltiin vastaajan osallistumisesta erilaisiin koulutuksiin ja opintoihin yliopistotutkinnon suorittamista ennen tai sen jälkeen sekä tyytyväisyyttä tutkintoon. Tämän jälkeen kysyttiin vastaajan työuran kokonaisuudesta ja mahdollisista valmistumisen jälkeisistä työttömyysjaksoista sekä tyytyväisyydestä työuraan. Seuraavaksi kartoitettiin vastaajan työllisyystilannetta vastaushetkellä. Kysymykset käsittelivät esimerkiksi työnantajaorganisaation tyyppiä ja työtehtävien luonnetta. Vastaajalta tiedusteltiin työn vaatimustason ja yliopistokoulutuksen keskinäistä vastaavuutta sekä mahdollisia syitä koulutustasoa huonosti vastaavan työpaikan vastaanottamiseen. Lopuksi kysyttiin näkemyksiä yliopistokoulutuksen merkityksestä työelämän kannalta. Erityisesti vastaajaa pyydettiin arvioimaan erilaisten taitojen tärkeyttä nykyisessä työssä sekä niiden kehittymistä yliopisto-opintojen aikana. Mainittuja työelämävalmiuksia olivat muun muassa analyyttiset taidot, tiedonhankinta- ja ongelmanratkaisutaidot, sosiaaliset taidot, organisointitaidot, tieto- ja viestintätekniikan osaaminen, viestintä eri kielillä sekä opetus-, koulutus- ja ohjaustaidot. Taustamuuttujina aineistossa ovat vastaajan sukupuoli, ikä valmistuessa, koulutusala, yliopisto, tutkinnon taso (päättyvä kandidaatintutkinto/maisteri tai lääketieteen lisensiaatti), tutkinnon laajuus opintopisteinä ja maakunta."
},
"field_of_science": [
{
"id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Social sciences",
"fi": "YHTEISKUNTATIETEET",
"sv": "Samhällsvetenskaper"
}
}
],
"infrastructure": [],
"issued": "2025-01-21",
"keyword": [
"akateeminen työvoima",
"korkeakouluopiskelu",
"osaaminen",
"tutkinnon suorittaneet",
"työelämävalmiudet",
"työhönsijoittuminen",
"työllistyminen",
"työura",
"yliopistot",
"appointment to job",
"career development",
"educational certificates",
"employment",
"employment opportunities",
"graduates",
"higher education institutions",
"job satisfaction",
"tertiary education (first stage)",
"Toisen ja korkea-asteen koulutus",
"Työllisyys ja työllistyminen",
"Higher and further education",
"Employment"
],
"language": [
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
}
],
"metadata_owner": {
"id": "0eabdf3f-948e-43bf-84ab-fe7b6163faaf",
"organization": "service_fsd"
},
"other_identifiers": [
{
"notation": "https://doi.org/10.60686/t-fsd3801",
"identifier_type": {
"id": "753e313e-2eb1-4f81-988c-d50e7a7cd7fb",
"url": "http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/identifier_type",
"pref_label": {
"en": "Digital Object Identifier (DOI)"
}
},
"metax_ids": []
}
],
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD3801",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [
{
"id": "b478eee4-c0e4-499b-b8d7-3a9d650ecd2d",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"temporal": {
"start_date": "2022-10-01",
"end_date": "2023-01-31"
},
"is_associated_with": [],
"used_entity": [],
"variables": [
{
"id": "d9167654-2da9-445d-855b-2a317062f7af",
"pref_label": {
"en": "Bachelor, Master and Licentiate of Medicine graduates of 2017 from Aalto University, Hanken School of Economics, Lappeenranta-Lahti University of Technology LUT, Åbo Akademi University, University of the Arts Helsinki, University of Helsinki, University of Eastern Finland, University of Jyväskylä, University of Lapland, University of Oulu, University of Tampere, University of Turku, and University of Vaasa",
"fi": "Aalto-yliopistosta, Hanken Svenska handelshögskolanista, Lappeenrannan-Lahden teknillisestä yliopistosta, Åbo Akademista, Taideyliopistosta sekä Helsingin, Itä-Suomen, Jyväskylän, Lapin, Oulun, Tampereen, Turun ja Vaasan yliopistoista vuonna 2017 valmistuneet ylemmän korkeakoulututkinnon, lääketieteen lisensiaatin tutkinnon tai päättyvän kandidaatin tutkinnon suorittaneet"
}
}
]
},
{
"id": "1ac48f0b-0ea4-4ffb-bc70-077136ea61ed",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2025-01-21",
"end_date": "2025-01-21"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "d8d3241c-b84e-4b2f-929f-4d32a560e507",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2025-01-24",
"end_date": "2025-01-24"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "488b131a-fbc2-4168-a9b1-06bec660cdf8",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"is_associated_with": [],
"used_entity": [],
"variables": []
}
],
"relation": [],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
{
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2022-10-01",
"end_date": "2023-01-31"
}
],
"theme": [],
"title": {
"en": "Finnish University Graduates of Year 2017: Career and Employment Survey 2022",
"fi": "Yliopistoista vuonna 2017 valmistuneiden työelämään sijoittuminen 2022"
},
"created": "2025-01-22T01:08:41Z",
"modified": "2026-04-10T01:09:31Z",
"dataset_versions": [
{
"id": "3afe7e86-92de-4d0c-8647-08eb6618c5f1",
"title": {
"en": "Finnish University Graduates of Year 2017: Career and Employment Survey 2022",
"fi": "Yliopistoista vuonna 2017 valmistuneiden työelämään sijoittuminen 2022"
},
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD3801",
"state": "published",
"created": "2025-01-22T01:08:41Z",
"version": 1
}
],
"published_revision": 9,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "dcf02cda-cf55-48c0-add7-15e6e829c60c",
"access_rights": {
"id": "38cba8ff-f0e6-47e7-964b-115171c22bf5",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "74267aed-755e-42e1-9992-0896334792cd",
"roles": [
"creator",
"publisher",
"curator",
"rights_holder",
"contributor"
],
"person": {
"id": "3d144b96-0775-4cfc-b1d2-2f81be84a965",
"name": "Juha Tiihonen",
"email": "<hidden>",
"external_identifier": "0000-0003-2107-911X"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c2ca4f59-efcb-42a9-ba2b-908df22e04bc",
"roles": [
"contributor"
],
"person": {
"id": "0b66f9aa-131f-4f29-a2dd-159d118c65e3",
"name": "David Garcia",
"email": "<hidden>",
"external_identifier": "0000-0002-6704-736X"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "Juha Tiihonen, David Trejo-Garcia, Tapio T. Rantala, and Marco Ornigotti\nFaculty of Engineering and Natural Sciences, Tampere University, Tampere, Finland\n\nFor support and guidance beyond this overview, contact: juha.tiihonen@tuni.fi\n\n## Original work\n\nThe data repository contains numerical data, source code and modest instructions\nfor reproducing the original work, titled \"Path-integral Monte Carlo estimator\nfor the dipole polarizability of quantum plasma\" by the same authors.\n\n## Software\n\n### PIMC3\n\nThe raw data is based on path-integral Monte Carlo (PIMC) simulation as\nimplemented in the PIMC3 software suite found in 'pimc3/' directory. The 'pimc3'\nprogram is written in Fortran and can be built and operated according to\ninstructions in 'pimc3/README.md'. The documentation may be partially outdated\nand incomplete.\n\nThe PIMC3 suite also has extensive data management features written in Python,\nfound in 'pimc3/pyfiles/', which are used to preprocess the raw simulation data\ninto convenient arrays.\n\n### Additional Python libraries and scripts\n\nAdditional data processing features particular for this project are written in\nPython and found in 'lib/'. This includes data processing, analyses, reference\nmodels. Furthermore, Python scripts for producing figures and tables are found\nin 'analyze/'. The files are laid out to be called from the repository root,\n'/', e.g.\n\n> python3 analyze/plot_Giw_vs_theta.py\n\n## Data repository\n\nThe data archive contains four types of data\n1. Raw data\n1. Preprocessed data\n1. Postprocessed data\n1. Reference data\n\nThe raw data is produced by the 'pimc3' software and stored in the Hierarchical\nData Format (HDF5). The raw PIMC observables feature a binning sequence, i.e., a\nseries of averages over a selected number of measurements. Note: the original\nsubmission scripts, inputs and outputs are preserved as is but only one\ntrajectory file (for MPI core 0) is archived.\n\nThe preprocessed data is produced by the 'p3load' of the PIMC3 suite, which\ncalculates the statistical averages and uncertainties of the binned raw data and\nstores it to disk in ASCII.\n\nThe postprocessed data is the preprocessed data after selected manipulations,\nsuch as rescaling, to conform with the physical analysis. The postprocessing\nonly applies to the correlation functions and their Matsubara series.\n\nThe reference data is based on a reference model (here: analytically continued\nDrude model), evaluated using Python tools and stored in ASCII for convenience.\n\n## Usage\n\nThis overview is an idealized summary of necessary steps, excluding details of\ninstallation, configuration, troubleshooting and methodological practices. Since\nall data are already in place, none of the steps are strictly necessary unless\nmore data points or other adaptations should be needed.\n\n### PIMC simulations\n\nTo re-compute or adapt the PIMC simulations:\n1. Build and install 'pimc3' on a supercomputer of choice.\n1. Launch selected simulation jobs\n11. Manually: edit CONF/PARTICLES in a selected subdirectory and submit 'pimc3'\n11. Nexus: edit 'simulations/run_*.py' and execute it using Python\n1. Once complete, move on or repeat if needed.\n\n### Data preprocessing\n\nThe raw data is preprocessed using 'pimc3/pytools/p3load'. For instance, the\nfollowing commands yield data similar to that in 'data/1_preproc/'\n\n> p3load simulations/rs_*/theta_*/N*/tau_*/lr_*.0/obs/???/dynpol.h5 -o mu2_11,mu2pp_11 -w data/1_preproc/dynpol -a time\n\n> p3load simulations/rs_*/theta_*/N*/tau_*/lr_*.0/obs/???/dynpol.h5 -o mu2_11,mu2pp_11 -F -w data/1_preproc/dynpol_fourier -a time -I 16\n\n> p3load simulations/rs_*/theta_*/N*/tau_*/lr_*.0/obs/???/energy.h5 -w data/1_preproc/energy\n\nNote 1: The Matsubara data of the autocorrelation function is loaded independently\nto measure its apparent statistical uncertainty, which is hard to produce from\nthe uncertainties of the autocorrelation function.\n\nNote 2: It is possible to do the preprocessing on a supercomputer and then pull\nthe (lightweight) preprocessing archive to local machine for postprocessing.\n\n### Data postprocessing\n\nFinally, the postprocessed data and the reference data are dynamically generated\nas requested by postprocessing scripts. That is, for example running\n\n> python3 analyze/plot_Giw_vs_theta.py\n\nqueries the preprocessing archive for selected data (based on the numerical\nparameters), and if found, migrates or creates them to the postprocessing\narchive with proper manipulations.\n\nWhere applicable, the provided scripts accept '-s' switch to 'save the figure'\nto disk and '-ow' to 'overwrite' the postprocessing cache. They can be softly\nedited for different parameters; run any script with '-h' for details."
},
"field_of_science": [
{
"id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
"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"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2011327",
"total_files_count": 2060,
"total_files_size": 113402172
},
"infrastructure": [],
"issued": "2026-04-09",
"keyword": [
"linear response theory",
"path-integral Monte Carlo",
"Drude model",
"polarizability",
"optical response",
"electron gas"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "2ed7b4f3-b394-4aaa-ad9f-5fcce0621f7f",
"organization": "tuni.fi",
"admin_organization": "tuni.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-c66adb25-f567-3748-bf91-4e1f334a4278",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Path-integral Monte Carlo estimator for the dipole polarizability of quantum plasma"
},
"description": {
"en": "Scientific publication of the data"
},
"entity_identifier": "https://doi.org/10.48550/arXiv.2510.26836",
"type": {
"id": "fb3d4a47-7445-423e-a4be-0693bcb8047b",
"url": "http://uri.suomi.fi/codelist/fairdata/resource_type/code/publication",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/resource_type",
"pref_label": {
"en": "Publication",
"fi": "Julkaisu"
}
}
},
"relation_type": {
"id": "34997f9f-dc10-473a-bc0a-0db76441eb92",
"url": "http://purl.org/spar/cito/cites",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Cites",
"fi": "Viittaa"
}
},
"metax_ids": []
}
],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [
{
"id": "cce342fb-ef67-42f8-81fe-060eece5164d",
"url": "http://www.yso.fi/onto/koko/p11789",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "plasma physics",
"fi": "plasmafysiikka",
"sv": "plasmafysik"
}
}
],
"title": {
"en": "Path-integral Monte Carlo estimator for the dipole polarizability of quantum plasma: data repository"
},
"created": "2026-04-09T15:27:49Z",
"modified": "2026-04-09T15:29:22Z",
"dataset_versions": [
{
"id": "dcf02cda-cf55-48c0-add7-15e6e829c60c",
"title": {
"en": "Path-integral Monte Carlo estimator for the dipole polarizability of quantum plasma: data repository"
},
"persistent_identifier": "doi:10.23729/fd-c66adb25-f567-3748-bf91-4e1f334a4278",
"state": "published",
"created": "2026-04-09T15:27:49Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "f34effad-46c8-4e8c-835e-c00396c9bd56",
"access_rights": {
"id": "ff17f1fd-f352-49d1-90cb-c4fcf02c46d4",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"title": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)",
"und": "Muu (Ei avoin)"
},
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "f6828588-7971-4bcf-bbae-30a7be24661e",
"roles": [
"creator"
],
"person": {
"id": "f2919165-40a9-40b4-a0dc-42e22d007989",
"name": "Piia Uusi-Kakkuri"
},
"organization": {
"id": "738e25a7-73bd-46ae-ac16-39972b497f92",
"pref_label": {
"en": "Vaasa University of Applied Sciences",
"fi": "Vaasan ammattikorkeakoulu",
"sv": "Vaasan ammattikorkeakoulu",
"und": "Vaasan ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02627",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "13329f5f-eb99-465e-81af-df00a3bce5e8",
"roles": [
"creator"
],
"organization": {
"id": "922150cb-fedd-4540-9e81-d972b34eeeed",
"pref_label": {
"en": "Häme University of Applied Sciences",
"fi": "Hämeen ammattikorkeakoulu",
"sv": "Hämeen ammattikorkeakoulu",
"und": "Hämeen ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02467",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e0852b65-b24f-4ce6-bcfd-fc652627c292",
"roles": [
"creator"
],
"organization": {
"id": "4ad60b7d-9ba4-4bba-a9cf-e6712d718b25",
"pref_label": {
"en": "Turku University of Applied Sciences",
"fi": "Turun ammattikorkeakoulu",
"sv": "Turun ammattikorkeakoulu",
"und": "Turun ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02509",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "49654f20-85f3-4538-984d-befe90343cd0",
"roles": [
"creator"
],
"person": {
"id": "f8a89cb9-3439-421c-a8ad-19dc54769abb",
"name": "Milla Hyvärinen"
},
"organization": {
"id": "738e25a7-73bd-46ae-ac16-39972b497f92",
"pref_label": {
"en": "Vaasa University of Applied Sciences",
"fi": "Vaasan ammattikorkeakoulu",
"sv": "Vaasan ammattikorkeakoulu",
"und": "Vaasan ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02627",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "554b9d8e-12c0-498e-bf3a-d5331c5b83c3",
"roles": [
"creator"
],
"person": {
"id": "b4c7ccb7-d8f5-4acb-8093-85e40e68394b",
"name": "Anne Rouhelo"
},
"organization": {
"id": "4ad60b7d-9ba4-4bba-a9cf-e6712d718b25",
"pref_label": {
"en": "Turku University of Applied Sciences",
"fi": "Turun ammattikorkeakoulu",
"sv": "Turun ammattikorkeakoulu",
"und": "Turun ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02509",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "8af6ca0f-928d-4c4d-a178-5801e4c5ed75",
"roles": [
"creator"
],
"person": {
"id": "2358fa47-a7b9-4abe-ab49-a4c29a3e5487",
"name": "Paula Hakala"
},
"organization": {
"id": "922150cb-fedd-4540-9e81-d972b34eeeed",
"pref_label": {
"en": "Häme University of Applied Sciences",
"fi": "Hämeen ammattikorkeakoulu",
"sv": "Hämeen ammattikorkeakoulu",
"und": "Hämeen ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02467",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "7266df5c-7616-4cc3-824e-8acf1b47b621",
"roles": [
"publisher"
],
"organization": {
"id": "738e25a7-73bd-46ae-ac16-39972b497f92",
"pref_label": {
"en": "Vaasa University of Applied Sciences",
"fi": "Vaasan ammattikorkeakoulu",
"sv": "Vaasan ammattikorkeakoulu",
"und": "Vaasan ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02627",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-justus",
"description": {
"fi": "Tutkimusaineisto koostuu sosiaalihuollon työntekijöiden määrällisistä ja laadullisista vastauksista liittyen tekoälyvalmiuksiin, -asenteisiin, tekoälyn käyttöön sekä tuottavuuteen ja työhyvinvointiin. \n\nSosiaalihuollon kohderyhmä koostuu seuraavista palvelualueista julkisella ja yksityisellä sektorilla: vammaispalvelut, ikääntyneiden palveluasuminen ja lastensuojelu. \n\nAineisto on kerätty kyselyllä kahdessa ajankohdassa. Kysely lähetettiin noin 1870 vastaajaottajalle, ensimmäisen vastauskierroksen vastaajamäärä syyskuussa 2025 oli 20 % (n=374) ja toisen kierroksen vastaajamäärä helmikuussa 2026 8 % (n=114)."
},
"field_of_science": [
{
"id": "8573d25c-7d59-4edf-b18f-a5bd75caea1f",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta5142",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Social policy",
"fi": "Sosiaali- ja yhteiskuntapolitiikka",
"sv": "Social- och samhällspolitik"
}
}
],
"infrastructure": [],
"issued": "2026-04-09",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "3af2dc22-6d9c-4d24-8ca6-6e2b05e585a4",
"organization": "justus.csc.fi",
"admin_organization": "csc.fi"
},
"other_identifiers": [],
"persistent_identifier": "urn:nbn:fi:jus-202604000318633",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"fi": "AI-Tuki! –Tekoäly sosiaalihuollon arjen tukena tutkimushankkeen kyselyaineisto"
},
"created": "2026-04-09T10:45:21Z",
"modified": "2026-04-09T10:45:21Z",
"dataset_versions": [
{
"id": "f34effad-46c8-4e8c-835e-c00396c9bd56",
"title": {
"fi": "AI-Tuki! –Tekoäly sosiaalihuollon arjen tukena tutkimushankkeen kyselyaineisto"
},
"persistent_identifier": "urn:nbn:fi:jus-202604000318633",
"state": "published",
"created": "2026-04-09T10:45:21Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 2,
"metadata_repository": "Fairdata"
},
{
"id": "3342f9bc-02bd-4a9e-9e4c-13ebd89104d0",
"access_rights": {
"id": "fc669bb8-1fdf-4d2f-a9e8-ef72a7f14078",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": "2788f06a-3e9c-452a-8014-345b7ea8cc7c",
"roles": [
"creator"
],
"person": {
"id": "fdbd0f57-96d2-4191-9b48-1622c790d49b",
"name": "Tomi Eilamo",
"external_identifier": "https://orcid.org/0000-0001-7368-4480"
},
"organization": {
"id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
"pref_label": {
"en": "Department of Bioproducts and Biosystems",
"fi": "Department of Bioproducts and Biosystems",
"sv": "Department of Bioproducts and Biosystems",
"und": "Department of Bioproducts and Biosystems"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
"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": "bc5109d5-c4a6-4f35-a7d5-b48415365394",
"roles": [
"contributor"
],
"person": {
"id": "eb95f063-cc5f-4a81-ab52-719340da8a63",
"name": "Hanna Seppäläinen",
"external_identifier": "https://orcid.org/0000-0003-3924-1429"
},
"organization": {
"id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
"pref_label": {
"en": "Department of Bioproducts and Biosystems",
"fi": "Department of Bioproducts and Biosystems",
"sv": "Department of Bioproducts and Biosystems",
"und": "Department of Bioproducts and Biosystems"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
"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": "0571493e-6a81-4e2b-bfed-bcf1d9a4d57a",
"roles": [
"publisher"
],
"organization": {
"id": "d9fe8334-6078-42f8-b9d0-a5572826def9",
"pref_label": {
"en": "Mendeley Data",
"fi": "Mendeley Data",
"sv": "Mendeley Data"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Data from preparation of phosphorylated cellulose flocculant and using it and NaOH as flocculants for acidic bleaching effluent of a modern pulp and paper mill in Northern Europe."
},
"field_of_science": [
{
"id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Chemical sciences",
"fi": "Kemia",
"sv": "Kemi"
}
},
{
"id": "b489ea4f-cc0c-4c00-a88f-96426f644546",
"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": "2025-10-11",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.17632/9x26xv85rv.1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Concurrent neutralization and flocculation of acidic pulp bleaching effluent using phosphorylated cellulose dissolved in sodium hydroxide"
},
"created": "2026-04-09T06:00:14Z",
"modified": "2026-04-09T06:00:14Z",
"dataset_versions": [
{
"id": "3342f9bc-02bd-4a9e-9e4c-13ebd89104d0",
"title": {
"en": "Concurrent neutralization and flocculation of acidic pulp bleaching effluent using phosphorylated cellulose dissolved in sodium hydroxide"
},
"persistent_identifier": "doi:10.17632/9x26xv85rv.1",
"state": "published",
"created": "2026-04-09T06:00:14Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "d90c2a27-dd80-42b8-af13-9686ace4d275",
"access_rights": {
"id": "0bdf5492-39ae-4ffd-8a1b-85478c784c3b",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"description": {
"en": "The dataset is (B) available for research, teaching and study.",
"fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
},
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "484e859f-11b5-4163-a387-25c13fcaae29",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
},
{
"id": "8c6eebb2-d1f7-47e9-a041-b32a172745b4",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/education",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access for teaching or studying based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
}
}
]
},
"actors": [
{
"id": "fcf07979-8331-4d22-8607-2686c9803f78",
"roles": [
"creator"
],
"person": {
"id": "9edb9975-c4e5-43e7-9a07-a338ec79506e",
"name": "Tuohineva, Anniina"
},
"organization": {
"id": "e9d4978f-97d0-4d50-93dd-ee3987b63001",
"pref_label": {
"en": "University of Eastern Finland",
"fi": "Itä-Suomen yliopisto",
"sv": "Östra Finlands universitet",
"und": "Itä-Suomen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10088",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "957d087a-4ad5-4fb0-a11b-29bfb18b04ea",
"roles": [
"publisher"
],
"organization": {
"id": "24e34cd1-11fc-4777-985c-dbdd68b78c24",
"pref_label": {
"en": "Tietoarkisto",
"fi": "Tietoarkisto",
"sv": "Tietoarkisto",
"und": "Tietoarkisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
"description": {
"en": "The data consists of writings by adults who experienced domestic violence as children. In the writings the respondents describe their childhood experiences of violence and how they coped with them. The written responses sought to obtain answers from persons who had experienced physical or psychological violence from a close relative during childhood. The writing instructions asked respondents to describe the nature of the violence they had experienced and who it was directed at. Respondents were also asked to consider whether the events described had an impact on their current lives and what factors had helped them cope with their experiences of domestic violence. The background information in the data includes gender, age group, and information on whether the respondent felt they had already overcome their childhood experiences of violence.",
"fi": "Aineisto koostuu lähisuhdeväkivaltaa lapsena kokeneiden aikuisten kirjoituksista, joissa he kertovat lapsuuden aikaisista väkivaltakokemuksistaan sekä niistä selviytymisestä. Kirjoituskutussa vastaajiksi pyydettiin yli 18 vuotiaita henkilöitä, jotka ovat lapsena kokeneet fyysistä tai henkistä väkivaltaa läheisensä taholta. Kirjoitusohjeessa pyydettiin kertomaan, millaista koettu väkivalta oli ja keneen se kohdistui. Lisäksi pyydettiin miettimään, vaikuttaako kuvatut tapahtumat tämänhetkiseen elämään ja mitkä tekijät ovat vaikuttaneet lähisuhdeväkivaltakokemuksista selviytymiseen. Taustatietoina aineistossa on sukupuoli, ikäryhmä sekä tietoa siitä, onko vastaaja kokenut selvinneensä lapsuuden väkivaltakokemuksista. Aineistosta on tehty html-versio, jonka hakemiston avulla kirjoituksia on helppo selata."
},
"field_of_science": [
{
"id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Social sciences",
"fi": "YHTEISKUNTATIETEET",
"sv": "Samhällsvetenskaper"
}
}
],
"infrastructure": [],
"issued": "2025-05-02",
"keyword": [
"lapset (ikäryhmät)",
"lähisuhdeväkivalta",
"perheväkivalta",
"selviytyminen",
"uhrit",
"nuoret",
"lapsuus",
"Children",
"Domestic violence",
"Family environment",
"Crime victims",
"Childhood",
"Adolescents",
"Perhe-elämä, avioliitto ja sukupolvet",
"Yleinen terveydentila ja hyvinvointi",
"Family life and marriage",
"General health and well-being"
],
"language": [
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
}
],
"metadata_owner": {
"id": "0eabdf3f-948e-43bf-84ab-fe7b6163faaf",
"organization": "service_fsd"
},
"other_identifiers": [
{
"notation": "https://doi.org/10.60686/t-fsd3934",
"identifier_type": {
"id": "753e313e-2eb1-4f81-988c-d50e7a7cd7fb",
"url": "http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/identifier_type",
"pref_label": {
"en": "Digital Object Identifier (DOI)"
}
},
"metax_ids": []
}
],
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD3934",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [
{
"id": "6e29fa32-4a2c-4577-a6c6-ac715159ad53",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"temporal": {
"start_date": "2024-10-17",
"end_date": "2024-12-01"
},
"is_associated_with": [],
"used_entity": [],
"variables": [
{
"id": "3fbbb16a-dd64-4490-b58b-ad27949d14e0",
"pref_label": {
"en": "Adults who have experienced emotional or physical violence in the family as children.",
"fi": "Aikuiset, jotka ovat lapsena kokeneet henkistä tai fyysistä lähisuhdeväkivaltaa."
}
}
]
},
{
"id": "033caad3-2fde-4837-af73-344c14fcd882",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2025-05-02",
"end_date": "2025-05-02"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "6ce1e376-d3d0-46fa-b931-5156645a1196",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2025-09-09",
"end_date": "2025-09-09"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "5e6a0e84-0a35-4676-899f-32ad9feee72d",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"is_associated_with": [],
"used_entity": [],
"variables": []
}
],
"relation": [],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
{
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2024-10-17",
"end_date": "2024-12-01"
}
],
"theme": [],
"title": {
"en": "Experiences of Domestic Violence in Childhood 2024",
"fi": "Kokemuksia lähisuhdeväkivallasta lapsuudessa 2024"
},
"created": "2025-05-03T01:09:52Z",
"modified": "2026-04-08T01:09:39Z",
"dataset_versions": [
{
"id": "d90c2a27-dd80-42b8-af13-9686ace4d275",
"title": {
"en": "Experiences of Domestic Violence in Childhood 2024",
"fi": "Kokemuksia lähisuhdeväkivallasta lapsuudessa 2024"
},
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD3934",
"state": "published",
"created": "2025-05-03T01:09:52Z",
"version": 1
}
],
"published_revision": 6,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "f8c0ee76-d7c3-4d74-af88-9c03bd9cb99f",
"access_rights": {
"id": "cb39e23c-4f22-40f1-ae45-2a6c25f58913",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "4e1a9922-4052-4866-8d58-97878b88909d",
"roles": [
"publisher",
"creator"
],
"person": {
"id": "7f3fb20e-ce0a-4182-8852-fec3ceeaa566",
"name": "Xiao Lu",
"email": "<hidden>"
},
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "dfb3e460-bdd7-4f98-a0bb-f0c5316f6aa7",
"roles": [
"creator"
],
"person": {
"id": "82a792f9-f404-4243-b473-10134064928c",
"name": "Lassi Päkkilä",
"email": "<hidden>"
},
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "2f0acddd-36ed-4ecf-b0c5-1a69f05933e6",
"roles": [
"creator"
],
"person": {
"id": "ccbedeac-95f0-498b-957d-279a5a2febf4",
"name": "Aleksi Räsänen",
"email": "<hidden>"
},
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "2011d707-f70d-4266-87c8-0d9886a1cb98",
"roles": [
"creator"
],
"person": {
"id": "d635d5fa-de90-4aee-9c46-ae61cbb5b594",
"name": "Anna-Kaisa Ronkanen",
"email": "<hidden>"
},
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "780684d0-c08a-4ac2-8781-5171bab0c595",
"roles": [
"creator"
],
"person": {
"id": "9b22a1a3-2bd3-4972-a58f-5621ae5dba30",
"name": "Hannu Marttila",
"email": "<hidden>"
},
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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"
}
}
],
"cumulative_state": 1,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "This file includes water table depth and porewater temperature data for Parks and Wildlife Finland's peatland restoration monitoring network from the beginning of the monitoring until the end of 2022. Data comprise 43 sites, including restored, drained control and pristine control sites."
},
"field_of_science": [
{
"id": "99add68c-0c1f-4248-ad68-d0b57d89c984",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1172",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Environmental sciences",
"fi": "Ympäristötiede",
"sv": "Miljövetenskap"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2016784",
"total_files_count": 50,
"total_files_size": 144292764
},
"infrastructure": [],
"issued": "2025-11-21",
"keyword": [
"peatland",
"water table",
"porewater temperature",
"restoration",
"drainage"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "66b62674-580d-4948-902e-fbd4ac5379ca",
"organization": "oulu.fi",
"admin_organization": "oulu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-c33fead1-9b4d-3927-9ac5-a382f07f0004",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Water Table and Porewater Temperature Data from Peatland Restoration Monitoring Network in Finland"
},
"created": "2025-11-22T06:12:19Z",
"cumulation_started": "2025-11-24T07:13:10Z",
"modified": "2026-04-07T09:09:30Z",
"dataset_versions": [
{
"id": "f8c0ee76-d7c3-4d74-af88-9c03bd9cb99f",
"title": {
"en": "Water Table and Porewater Temperature Data from Peatland Restoration Monitoring Network in Finland"
},
"persistent_identifier": "doi:10.23729/fd-c33fead1-9b4d-3927-9ac5-a382f07f0004",
"state": "published",
"created": "2025-11-22T06:12:19Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "781fe314-0a22-42bd-b81e-aa95a112cd42",
"access_rights": {
"id": "2d941531-7cac-48f9-96b6-6ad3b304f7ee",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "fa0a6e0a-c415-4e19-82b6-b85a16aa0992",
"roles": [
"creator"
],
"person": {
"id": "67ca3810-2096-4436-b0dd-c086526b7e49",
"name": "Priyadharshini Perumal",
"email": "<hidden>"
},
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "9d233dbb-52e8-4694-b7e7-dc6a5cd0f37d",
"roles": [
"publisher"
],
"organization": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "The production of artificial aggregates for concrete production by mineral carbonation is a promising way to utilize large quantities of CO2. In this study, porous artificial aggregates based on wollastonite were manufactured, carbonated and used as fine and coarse aggregates in the production of lightweight concrete. Strength, chemical properties and their effect on mortar and concrete were studied. Mortar bars containing 0–20 wt.% metakaolin were used to study alkali-silica reaction mitigation of the aggregates in Portland cement through expansion tests. The microstructural phase assemblage in the specimens was studied using scanning electron microscopy, thermogravimetry and X-ray diffraction. Thermodynamic modelling was used to ascertain the long-term effects of these aggregates. The study showed that 1000 kg aggregates stored 96 kg CO2, which could be improved with a more efficient carbonation process during manufacturing of the aggregates. During alkali–silica reaction mitigation with metakaolin, microstructural studies suggested similarity with limestone–calcined–clay cement (LC3) but also formation of Ca–modified silica gels due to excess amorphous silica. The aggregates were chemically stable in the concrete samples containing metakaolin, and no severe expansion was observed in mortar bar samples containing 10 and 20 % metakaolin. The study demonstrated that porous aggregates are promising for high volume CO2 capture and storage in lightweight concrete."
},
"field_of_science": [
{
"id": "2b9f69ab-1068-4ecd-8552-ac6d4b9c6664",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta212",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Civil and Construction engineering",
"fi": "Rakennus- ja yhdyskuntatekniikka",
"sv": "Byggnads- och samhällsteknik"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2009416",
"total_files_count": 6,
"total_files_size": 8831537
},
"infrastructure": [],
"issued": "2026-04-07",
"keyword": [
"Artificial aggregates",
"mineral carbonation",
"lightweight concrete",
"granulation",
"alkali-silica reaction"
],
"language": [],
"metadata_owner": {
"id": "3568e2c7-aee4-4ea7-b0d4-7f53d48c4112",
"organization": "oulu.fi",
"admin_organization": "oulu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-d187b99b-0ad9-34a1-962b-6c82eeb369db",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "42b90524-3018-4222-ba62-ab003c6d5bb3",
"title": {
"en": "Kvantum Institute Funding, University of Oulu"
},
"participating_organizations": [
{
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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"
}
],
"funding": []
},
{
"id": "6363c650-a543-425f-a93b-efca13f3d741",
"title": {
"en": "REMIS"
},
"project_identifier": "618/31/2024",
"participating_organizations": [
{
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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"
}
],
"funding": []
}
],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "High-volume CO2 capture, utilization and alkali-silica reaction mitigation in lightweight concrete through artificial aggregates–a case study with carbonated wollastonite granules"
},
"created": "2026-04-07T06:47:05Z",
"modified": "2026-04-07T06:47:18Z",
"dataset_versions": [
{
"id": "781fe314-0a22-42bd-b81e-aa95a112cd42",
"title": {
"en": "High-volume CO2 capture, utilization and alkali-silica reaction mitigation in lightweight concrete through artificial aggregates–a case study with carbonated wollastonite granules"
},
"persistent_identifier": "doi:10.23729/fd-d187b99b-0ad9-34a1-962b-6c82eeb369db",
"state": "published",
"created": "2026-04-07T06:47:05Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "ddec274c-832a-442b-922b-dc2a842bb02d",
"access_rights": {
"id": "ee94cf0f-e980-458f-9c8a-ee01eb76cfc5",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "405eed04-a0f7-40f3-a670-a8b97407be57",
"roles": [
"creator",
"publisher"
],
"person": {
"id": "648731fd-6bc7-4a4d-8a7a-86cf9dc3368a",
"name": "Nima Fakhrayi Mofrad"
},
"organization": {
"id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
"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"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "This repository contains input files and data used for molecular dynamics (MD) simulations performed with LAMMPS to study irradiation-induced sputtering processes on W–D surfaces.\n\nThe files support:\n\n1. Preparation of the tungsten target surface\n2. Execution of irradiation simulations under defined projectile conditions\n\n---\n\nFile overview:\n\n1. LAMMPS input scripts (.lmp)\n\n * surface_gen.lmp: Script used to equilibrate the target surface. This includes initialization of the simulation box, thermal equilibration, and inserting D atoms in the surface.\n\n * irrad.lmp: Script used to perform irradiation simulations. It generates incident particles with prescribed initial conditions and simulates their interaction with the surface.\n\n2. Data file\n\n * W.data: Atomic structure file defining the initial configuration of the tungsten target.\n\n3. Potential file\n\n * WD.tersoff.zbl: Interatomic potential describing W–W, W–D, and D–D interactions. The potential includes short-range ZBL corrections for high-energy collisions.\n\n4. Irradiation parameter files\n\n * Input_*eV_0deg.tsv: Tab-separated files containing parameters for individual irradiation events. Each row corresponds to one projectile and includes:\n • Initial velocity components (vx, vy, vz)\n • Random values used for shifting of the simulation cell\n\n5. Electronic stopping file\n\n * elstop-DW.txt: Tabulated electronic stopping data (taken from SRIM) used to account for energy loss due to electronic interactions during irradiation."
},
"field_of_science": [],
"fileset": {
"storage_service": "ida",
"csc_project": "2012945",
"total_files_count": 14,
"total_files_size": 12873358
},
"infrastructure": [],
"issued": "2026-04-06",
"keyword": [
"LAMMPS input files",
"molecular dynamics",
"sputtering"
],
"language": [],
"metadata_owner": {
"id": "4b096711-bf5d-41dc-8a74-f64ed686b2f2",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-4afcff4e-acb0-313d-bc31-ecb8fa4f3b2a",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "A molecular dynamics study on the characteristics of molecules released from tungsten plasma facing components - Input data for MD simulations"
},
"created": "2026-04-06T13:26:02Z",
"modified": "2026-04-06T13:26:02Z",
"dataset_versions": [
{
"id": "ddec274c-832a-442b-922b-dc2a842bb02d",
"title": {
"en": "A molecular dynamics study on the characteristics of molecules released from tungsten plasma facing components - Input data for MD simulations"
},
"persistent_identifier": "doi:10.23729/fd-4afcff4e-acb0-313d-bc31-ecb8fa4f3b2a",
"state": "published",
"created": "2026-04-06T13:26:02Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "b8674a54-2e1b-4c61-b904-ab5250fa1a68",
"access_rights": {
"id": "300c4779-eedf-4917-b44e-835b6a973407",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": "998bdbea-343a-4e87-b626-daa245ce9a5a",
"roles": [
"creator"
],
"person": {
"id": "8b8a2071-07c8-4d70-a3a5-ad15cd0e2073",
"name": "Tapio Kaasalainen",
"external_identifier": "1d2a14f1-b9ec-49d4-9661-b09b181764e0"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "97628a51-e17b-49b7-8935-5c2172fa755d",
"roles": [
"contributor"
],
"person": {
"id": "60c6dcdf-7a90-49ad-bb33-30d903a577ee",
"name": "Mario Kolkwitz",
"external_identifier": "e15262a0-8bad-4f0a-ba38-9eb75fa5d954"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e299bcf7-a68a-4591-bd41-c8e0de0d72c8",
"roles": [
"contributor"
],
"person": {
"id": "5df1f097-c5af-4159-877b-009d05fdb74d",
"name": "Bahareh Nasiri",
"external_identifier": "b6685509-0d18-4e5e-8b19-4855184e006b"
},
"organization": {
"id": "c4cee570-4d24-4efb-8f8c-ddf3b8395f3c",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "9ab4d8fd-945c-4464-b7df-d8b5457218e5",
"roles": [
"contributor"
],
"person": {
"id": "8e5ce2c0-a3b1-43c2-9f3c-0c385d07b638",
"name": "Satu Huuhka",
"external_identifier": "a9006eb5-15fc-4e21-b505-284593421bd7"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "a9d8d077-f919-4022-94e2-92980ebce1ed",
"roles": [
"contributor"
],
"person": {
"id": "22b611e9-b0d5-4655-9fca-cb2dffee24ec",
"name": "Mark Hughes",
"external_identifier": "f573b106-4ee9-4034-aa68-3c03a0d04d35"
},
"organization": {
"id": "c4cee570-4d24-4efb-8f8c-ddf3b8395f3c",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "287fb7f5-71e0-4e62-87ec-d191b881b675",
"roles": [
"publisher"
],
"organization": {
"id": "279c5704-1d6d-4abb-b769-19966c078e3c",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This dataset contains material volumes (m3), material masses (kg), and material intensities (kg/m2) for representative buildings from 51 residential building cohorts in Finland. These data are presented per material and in total, aggregated on three hierarchical levels on the correspondingly named sheets in the OpenDocument Spreadsheet (ODS) file: the entire building (data_building), distinguished between vertical building levels (data_building_level), and distinguished between building parts (data_building part). Further details on the data are provided on the description sheet in the same file.\r\n\r\nThe cohorts are based on building type, main bearing material, main façade material, and construction decade. Each cohort is represented by one inventoried building, covering the combinations in the tables below. All buildings are located in the city of Vantaa, Finland, with the exception of the 1940s and 1950s houses, which are based on type-planned houses and thus have no specific location."
},
"field_of_science": [
{
"id": "b1e320c7-4b62-4cde-90eb-fdb3998f32fe",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta211",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Architecture",
"fi": "Arkkitehtuuri",
"sv": "Arkitektur"
}
},
{
"id": "2b9f69ab-1068-4ecd-8552-ac6d4b9c6664",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta212",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Civil and Construction engineering",
"fi": "Rakennus- ja yhdyskuntatekniikka",
"sv": "Byggnads- och samhällsteknik"
}
},
{
"id": "5219633e-4362-479e-b8c9-9ee72e7c8bf8",
"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": "2024-02-01",
"keyword": [
"Architecture",
"Civil and construction engineering",
"Environmental engineering"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "46d7a9e4-1dbd-4ae2-9599-f7ca59ede421",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.7981585",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Building part specific material inventory dataset for residential buildings in Finland"
},
"created": "2025-01-28T16:32:45Z",
"modified": "2026-04-06T01:00:54Z",
"dataset_versions": [
{
"id": "b8674a54-2e1b-4c61-b904-ab5250fa1a68",
"title": {
"en": "Building part specific material inventory dataset for residential buildings in Finland"
},
"persistent_identifier": "doi:10.5281/zenodo.7981585",
"state": "published",
"created": "2025-01-28T16:32:45Z",
"version": 1
}
],
"published_revision": 5,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "c2f9de12-1691-4209-9f7c-07cd7a384bff",
"access_rights": {
"id": "400d6e18-4dfe-486a-ba44-c771d16be60e",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": "5ef02829-4da2-4f47-9b9f-8c9878a0e206",
"roles": [
"creator"
],
"person": {
"id": "ae19da31-8447-497e-82dd-99e9265f0924",
"name": "Abid Afridi",
"external_identifier": "https://orcid.org/0009-0003-0329-4630"
},
"organization": {
"id": "4f3b4e3e-f077-4575-95d4-677ace85737b",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
"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": "910ec4cf-718b-4f86-b61a-bf0b46004d9c",
"roles": [
"publisher"
],
"organization": {
"id": "0d8abbde-8750-49f5-810f-1b3ffc32583c",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This dataset was generated using the Image Source Method (ISM) implemented in MATLAB, which is mathematically equivalent to the deterministic ray tracing engine available through the MATLAB Antenna Toolbox (raytrace function with 'Method','image'). Unlike stochastic geometry-based channel models (GSCM) described in ETSI TR 138.901 Clause 7.5, every multipath component (MPC) in this dataset corresponds to a physically traced geometric ray propagating through the three-dimensional room. The dataset therefore exhibits spatial consistency: neighbouring UE positions share structurally similar channel responses with smoothly varying delays and angles. \r\nThe Indoor Hotspot (InH) Open Office scenario defined in ETSI TR 138.901 Section 7.2 was selected for its direct relevance to 5G indoor deployments and its geometrically tractable rectangular form. A single base station (BS) equipped with a 16-element uniform linear array (ULA-16) is ceiling-mounted at the room centre, and 1,500 user equipment (UE) positions are drawn uniformly at random from the floor plane. The 3.5 GHz carrier frequency (FR1, NR Band n78, 100 MHz bandwidth) represents the primary 5G mid-band deployment in current and near-future commercial networks."
},
"field_of_science": [
{
"id": "5b789f2f-f545-497c-8354-c21a6718c723",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"infrastructure": [],
"issued": "2026-03-13",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.18983928",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Indoor Localization"
},
"created": "2026-03-30T08:05:06Z",
"modified": "2026-04-05T08:15:07Z",
"dataset_versions": [
{
"id": "c2f9de12-1691-4209-9f7c-07cd7a384bff",
"title": {
"en": "Indoor Localization"
},
"persistent_identifier": "doi:10.5281/zenodo.18983928",
"state": "published",
"created": "2026-03-30T08:05:06Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "ac8f04fe-4807-4599-979e-3a1404b277b9",
"access_rights": {
"id": "ae6000be-1e1a-450d-bcb9-53e53c5cb199",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"description": {
"en": "The dataset is (B) available for research, teaching and study.",
"fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
},
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "484e859f-11b5-4163-a387-25c13fcaae29",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
},
{
"id": "8c6eebb2-d1f7-47e9-a041-b32a172745b4",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/education",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access for teaching or studying based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
}
}
]
},
"actors": [
{
"id": "ef21de51-cf34-4fce-ae02-b7892d534165",
"roles": [
"creator"
],
"person": {
"id": "3024c710-8800-4ef6-a3de-dc6b02bed238",
"name": "von Schoultz, Åsa",
"external_identifier": "https://orcid.org/0000-0002-0708-3908"
},
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "87bd0ad2-ab88-415b-8ea7-8722575058fe",
"roles": [
"creator"
],
"person": {
"id": "b4991aab-a05c-4166-9f77-a743b656e25a",
"name": "Rapeli, Lauri",
"external_identifier": "https://orcid.org/0000-0003-0248-2763"
},
"organization": {
"id": "a4dc30ef-4be2-412a-a399-ebac8a37213e",
"pref_label": {
"en": "Åbo Akademi University",
"fi": "Åbo Akademi",
"sv": "Åbo Akademi",
"und": "Åbo Akademi"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01903",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "8c9105b5-6b0d-49b1-bcd0-91d95f80621d",
"roles": [
"creator"
],
"person": {
"id": "7fcebaa2-ffb3-49e0-a642-2b2e55fdc788",
"name": "Söderlund, Peter",
"external_identifier": "https://orcid.org/0000-0002-5855-639X"
},
"organization": {
"id": "a4dc30ef-4be2-412a-a399-ebac8a37213e",
"pref_label": {
"en": "Åbo Akademi University",
"fi": "Åbo Akademi",
"sv": "Åbo Akademi",
"und": "Åbo Akademi"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01903",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "2e9f5ed3-8157-4285-bb04-27c959c19062",
"roles": [
"publisher"
],
"organization": {
"id": "24e34cd1-11fc-4777-985c-dbdd68b78c24",
"pref_label": {
"en": "Tietoarkisto",
"fi": "Tietoarkisto",
"sv": "Tietoarkisto",
"und": "Tietoarkisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
"description": {
"en": "The survey charted Finns' opinions on the 2022 county elections and wellbeing services counties. The survey examined respondents' political participation, political attitudes, party allegiance, candidate and party choices and voting behaviour. The data also includes questions on future prospects of Finland. The county elections survey was carried out by the Finnish election study consortium, a consortium of election and democracy researchers from several universities. First, the respondent was asked about their interest in politics and their satisfaction with the functioning of democracy in Finland. Then, the respondent was asked how much he/she followed the county elections through different media and how often respondent discussed politics with other people. The respondents' opinions on voting, democracy, and forms of political decision-making were surveyed. Satisfaction with the political system was assessed by asking how much the respondent trusts various institutions, such as the government, political parties, the municipal council, the media, the Finnish institute for health and welfare and the regional state administrative agency. Next, the respondent's opinions were surveyed using a variety of statements related to county elections and local democracy. Respondents were also asked to rank in order of importance whom the county councillor should primarily represent. The respondent was also asked about access to information on county elections. The next topic was political parties. Respondents were asked for their opinion on different political parties, and if they felt close to any political party. Respondents were also asked to place themselves on the left-right axis and on the value-liberal-conservative scale. The future direction of Finland was explored through attitudinal questions on issues such as multiculturalism, Christian values, climate change, government regulation and taxation. Next, respondents were asked about voting in county elections. Respondents were asked about not voting and the obviousness of not voting. Those who voted in the elections were asked in more detail about the party candidate they voted for, whether the candidate was a resident of their county area and at what point they made their voting decision. Finally, questions were asked about wellbeing services counties. Respondents were asked whether public money should be spent more, the same or less on health care than at present. In addition, a number of questions were asked on issues such as the services provided by the wellbeing services counties and by their own municipality, taxation and user charges. Background variables included, among others, the respondent's year of birth, gender, education, marital status, wellbeing services county, occupational status, employer type, mother tongue, languages used at home, type of municipality of residence, type of dwelling, gross annual household income, number of people in the household, number of children, membership of an ethnic minority group, preferred method of accessing health services and party affiliation.",
"fi": "Aluevaalitutkimus 2022 kartoittaa suomalaisten mielipiteitä aluevaaleista ja hyvinvointialueista. Kyselyssä selvitettiin vastaajien poliittista osallistumista, poliittisia asenteita, puolueiden kannatusta, ehdokas- ja puoluevalintoja sekä äänestysaktiivisuutta. Vaalitutkijoiden kokoama aineisto sisältää kysymyksiä myös Suomen tulevaisuuden näkymistä. Aluevaalitutkimuksen toteutuksesta vastasi Suomen kansallinen vaalitutkimuskonsortio, joka koostuu useiden eri yliopistojen vaali- ja demokratiatutkijoista. Ensiksi vastaajalta kysyttiin kiinnostuksesta politiikkaan sekä tyytyväisyydestä demokratian toimivuuteen Suomessa. Tämän jälkeen tiedusteltiin, minkä verran vastaaja seurasi aluevaaleja eri tiedotusvälineistä ja kuinka usein hän keskustelee politiikasta muiden ihmisten kanssa. Asenneväittämin kartoitettiin vastaajan mielipiteitä äänestämisestä, demokratiasta ja poliittisen päätöksenteon muodoista. Tyytyväisyyttä poliittiseen järjestelmään kartoitettiin kysymällä, kuinka paljon vastaaja luottaa eri tahoihin, kuten hallitukseen, puolueisiin, kunnanvaltuustoon, tiedotusvälineisiin, terveyden ja hyvinvoinnin laitokseen ja aluehallintovirastoon. Seuraavaksi vastaajan mielipiteitä kartoitettiin erilaisin aluevaaleihin ja lähidemokratiaan liittyvin väittämin. Vastaajan tuli myös asettaa tärkeysjärjestykseen se, ketä aluevaltuutetun tulisi ensisijaisesti edustaa. Lisäksi tiedusteltiin aluevaaleihin liittyvän tiedon saatavuudesta. Seuraavana teemana olivat puolueet. Vastaajalta tiedusteltiin, kokeeko hän olevansa lähellä jotakin poliittista puoluetta, ja jos kokee, niin mitä. Lisäksi kysyttiin mielipidettä eri poliittisista puolueista. Vastaajaa pyydettiin myös sijoittamaan itsensä vasemmisto-oikeisto-akselille sekä arvoliberaali-arvokonservatiivi-asteikolle. Suomen tulevaisuuden suuntaa kartoitettiin asenneväittämillä esimerkiksi monikulttuurisuudesta, kristillisistä arvoista, ilmastonmuutoksen torjunnasta, valtion säätelystä ja verotuksesta. Seuraavaksi vastaajalta kysyttiin aluevaaleissa äänestämisestä. Vastaajalta kysyttiin äänestämättä jättämisestä ja sen itsestään selvyydestä. Vaaleissa äänestäneiltä kysyttiin tarkemmin, minkä puolueen ehdokasta vastaaja äänesti, oliko ehdokas omassa kunnassa asuva ja missä vaiheessa hän teki äänestyspäätöksen. Lopuksi kysyttiin hyvinvointialueisiin liittyviä kysymyksiä. Vastaajalta kysyttiin, pitäisikö julkisia varoja käyttää terveydenhuoltoon enemmän, saman verran vai vähemmän kuin nykyisin. Lisäksi esitettiin useita väittämiä liittyen esimerkiksi hyvinvointialueiden ja oman kotikunnan tarjoamiin palveluihin, verotukseen ja asiakasmaksuihin. Taustatietoja aineistossa ovat vastaajan syntymävuosi, sukupuoli, hyvinvointialue, koulutusaste, siviilisääty, ammattiasema, työskentelysektori, kotitalouden bruttovuositulot, paikkakuntatyyppi, asuntotyyppi, ensisijainen tapa käyttää terveyspalveluja, puoluekanta, äidinkieli, kotona käytettävät kielet, kuuluminen etniseen vähemmistöryhmään, kotitalouden henkilömäärä ja lasten määrä."
},
"field_of_science": [
{
"id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Social sciences",
"fi": "YHTEISKUNTATIETEET",
"sv": "Samhällsvetenskaper"
}
}
],
"infrastructure": [],
"issued": "2024-09-12",
"keyword": [
"hyvinvointialueet",
"äänestäminen",
"joukkoviestimet",
"vaikuttaminen",
"politiikka",
"vaalit",
"demokratia",
"poliittinen osallistuminen",
"ehdokkaat",
"puolueet",
"sote-uudistus",
"terveydenhuolto",
"poliittiset asenteet",
"luottamus",
"aluevaalit (Suomi)",
"regional government",
"regional policy",
"health services",
"social services",
"trust",
"elections",
"voting",
"mass media",
"social influence",
"politics",
"political attitudes",
"political participation",
"democracy",
"electoral candidates",
"political parties",
"Vaalit, ehdokkaat ja kansanäänestykset",
"Poliittinen käyttäytyminen, poliittiset asenteet ja mielipiteet",
"Yhteiskunnallinen ja sosiaalinen muutos",
"Elections",
"Political behaviour and attitudes",
"Social change"
],
"language": [
{
"id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
},
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "0eabdf3f-948e-43bf-84ab-fe7b6163faaf",
"organization": "service_fsd"
},
"other_identifiers": [
{
"notation": "https://doi.org/10.60686/t-fsd3825",
"identifier_type": {
"id": "753e313e-2eb1-4f81-988c-d50e7a7cd7fb",
"url": "http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/identifier_type",
"pref_label": {
"en": "Digital Object Identifier (DOI)"
}
},
"metax_ids": []
}
],
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD3825",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [
{
"id": "1f76ff9f-2e2b-4b53-ae50-a4bf626aad0c",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"temporal": {
"start_date": "2022-01-24",
"end_date": "2022-03-09"
},
"is_associated_with": [],
"used_entity": [],
"variables": [
{
"id": "f79be396-8d3d-46c1-92da-fa63224b5d95",
"pref_label": {
"en": "People aged 18-80 living in Finland and entitled to vote in the Finnish county elections 2022",
"fi": "Vuoden 2022 aluevaaleissa äänioikeutetut 18-80-vuotiaat Suomessa asuvat henkilöt"
}
}
]
},
{
"id": "d59170d1-9a5d-4e06-b9e1-6a250d6d9100",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2024-09-12",
"end_date": "2024-09-12"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "6f76903f-929f-41c4-bda7-f0ca8cc1e28f",
"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2024-09-13",
"end_date": "2024-09-13"
},
"is_associated_with": [],
"used_entity": [],
"variables": []
},
{
"id": "715b7272-2202-40c1-934f-bdef2f4f2167",
"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
"is_associated_with": [],
"used_entity": [],
"variables": []
}
],
"relation": [],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Finland",
"geolocations": {
"type": "FeatureCollection",
"features": []
}
},
{
"geographic_name": "Suomi",
"reference": {
"id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
"url": "http://www.yso.fi/onto/yso/p94426",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Finland",
"fi": "Suomi",
"sv": "Finland"
},
"as_wkt": "POINT (27 65)"
},
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2022-01-24",
"end_date": "2022-03-09"
}
],
"theme": [],
"title": {
"en": "Finnish County Election Study 2022",
"fi": "Aluevaalitutkimus 2022"
},
"created": "2024-09-13T01:20:15Z",
"modified": "2026-04-03T01:09:30Z",
"dataset_versions": [
{
"id": "ac8f04fe-4807-4599-979e-3a1404b277b9",
"title": {
"en": "Finnish County Election Study 2022",
"fi": "Aluevaalitutkimus 2022"
},
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD3825",
"state": "published",
"created": "2024-09-13T01:20:15Z",
"version": 1
}
],
"published_revision": 8,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "40465d02-6cbb-42ee-9b95-22dc3d2e8cb9",
"access_rights": {
"id": "632bd939-6dad-4a9f-b0f4-2502f3f035f7",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "10cf6a78-c0d2-439d-8670-540851946243",
"roles": [
"creator",
"publisher",
"curator",
"rights_holder"
],
"person": {
"id": "1bb51c92-5f91-43be-bb91-16b209fe8c93",
"name": "Nelson Totah",
"email": "<hidden>",
"external_identifier": "0000-0002-0998-9770"
},
"organization": {
"id": "a2ebc4ef-2f92-46e3-a967-257f5fdc29a4",
"pref_label": {
"en": "Helsinki Institute of Life Science",
"fi": "Helsinki Institute of Life Science",
"sv": "Helsinki Institute of Life Science",
"und": "Helsinki Institute of Life Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901-H97",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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"
}
}
}
],
"cumulative_state": 2,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "Orchestrating learned Stimulus-Response (S-R) mappings has been suggested as one of the central functions of the prefrontal cortex (PFC), as evidenced by S-R selective single neuron activity during correct task performance. Prior work – limited however to single neuron examples – has shown that, during errors, the “wrong” PFC neurons were aberrantly activated. Psychologists and cognitive scientists have long speculated that Stimulus-Response selective single neuron activity in the prefrontal cortex relates to the vigor of the behavioral response. This idea has been neither tested nor demonstrated. While movement vigor has been related to activity in neural circuits for action control such as the basal ganglia, the neural correlates that link Stimulus-Response mappings to behavioral response vigor remain elusive. To investigate this question, we trained male rats to perform a Go/NoGo response task while head-fixed on a treadmill. This allowed us to record PFC single unit spiking, as well as response vigor (running speed). We show that aberrant activation of the “wrong” S-R mapping is correlated with initiation of the incorrect response. The vigor of the incorrect response was directly related to the strength of the aberrant stimulus-evoked activity. It has long been postulated that response vigor is linked to arousal systems, but this link has not been thoroughly tested until recently. Here, we observe a direct relationship for pre-trial arousal state and the subsequent response vigor. Our findings provide evidence for the long-standing belief that S-R mappings are directly related to response vigor. Moreover, we provide evidence for the often suggested but rarely tested relationship between arousal and response vigor."
},
"field_of_science": [
{
"id": "d8354311-7dfe-45ff-86cc-67869faf332f",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta119",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Other natural sciences",
"fi": "Muut luonnontieteet",
"sv": "Övrig naturvetenskap"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2017141",
"total_files_count": 1,
"total_files_size": 18030220949
},
"infrastructure": [],
"issued": "2025-12-23",
"keyword": [
"single unit electrophysiology",
"rat",
"decision-making",
"behavior",
"stimulus-response mapping",
"action",
"rule selectivity",
"global neuronal workspace theory",
"inverted-U",
"arousal",
"pupillometry"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "14a22378-eb18-4ecd-8740-f17a28f9e975",
"organization": "helsinki.fi",
"admin_organization": "helsinki.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-fde5397b-d01f-368a-9be1-a750d5f4d589",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [
{
"id": "39d92a67-ca3c-442a-81af-2e7cd7dfe240",
"url": "http://www.yso.fi/onto/koko/p56731",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "cognitive neuroscience",
"fi": "kognitiivinen neurotiede",
"sv": "kognitiv neurovetenskap"
}
},
{
"id": "d880f82a-82b1-4ba2-8d16-2964a9123b40",
"url": "http://www.yso.fi/onto/koko/p9481",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "neurophysiology",
"fi": "neurofysiologia",
"sv": "neurofysiologi"
}
},
{
"id": "e7a41d06-c43f-4f20-bf8d-7124e70dcf7e",
"url": "http://www.yso.fi/onto/koko/p12580",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "neuropsychology",
"fi": "neuropsykologia",
"sv": "neuropsykologi"
}
},
{
"id": "1c4158e9-f21b-4d35-915c-1d43f3615745",
"url": "http://www.yso.fi/onto/koko/p9818",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "biopsychology",
"fi": "biopsykologia",
"sv": "biopsykologi"
}
},
{
"id": "093c5604-3d70-49dd-993d-34fb80897d79",
"url": "http://www.yso.fi/onto/koko/p2171",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "neurosciences",
"fi": "neurotieteet",
"sv": "neurovetenskaper"
}
}
],
"title": {
"en": "Aberrant prefrontal activity and arousal level correlate with action initiation and response vigor"
},
"created": "2025-12-23T14:12:01Z",
"cumulation_started": "2025-12-23T14:12:03Z",
"cumulation_ended": "2026-04-02T13:17:44Z",
"modified": "2026-04-02T13:20:20Z",
"dataset_versions": [
{
"id": "40465d02-6cbb-42ee-9b95-22dc3d2e8cb9",
"title": {
"en": "Aberrant prefrontal activity and arousal level correlate with action initiation and response vigor"
},
"persistent_identifier": "doi:10.23729/fd-fde5397b-d01f-368a-9be1-a750d5f4d589",
"state": "published",
"created": "2025-12-23T14:12:01Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "a6605217-89ee-4122-aa27-ce64227eca25",
"access_rights": {
"id": "b459ebea-34e7-47e1-ae30-21ab392e204e",
"license": [
{
"id": "7b932506-065d-4d3d-bba4-23f225fce013",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-NC-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
"fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"available": "2026-05-01",
"show_file_metadata": true
},
"actors": [
{
"id": "c8efde4b-d2ae-4c00-afb1-62baf06dc8d7",
"roles": [
"publisher",
"curator"
],
"person": {
"id": "dfe913e5-1281-49db-a872-015305b62645",
"name": "Tero Raita",
"email": "<hidden>",
"external_identifier": "0000-0002-0455-5746"
},
"organization": {
"id": "7416256f-1f6c-4a73-bc0d-f9ec0f44a56b",
"pref_label": {
"en": "Sodankylän geofysiikan observatorio",
"fi": "Sodankylän geofysiikan observatorio",
"sv": "Sodankylän geofysiikan observatorio",
"und": "Sodankylän geofysiikan observatorio"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-240760",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "27f32140-8abe-48d6-b1da-a802e17f1cf8",
"roles": [
"rights_holder",
"contributor"
],
"organization": {
"id": "ea661a5e-7a36-4aa6-af85-31a209faa723",
"pref_label": {
"en": "Sodankylän geofysiikan observatorio",
"fi": "Sodankylän geofysiikan observatorio",
"sv": "Sodankylän geofysiikan observatorio",
"und": "Sodankylän geofysiikan observatorio"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2407600",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "f6f17950-5778-41c3-9c2b-1e9df1aad762",
"roles": [
"creator",
"curator"
],
"person": {
"id": "99ddf725-ad69-4eb5-bfea-ab0ec2e42f29",
"name": "Jyrki Manninen",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0003-2866-4231"
},
"organization": {
"id": "7416256f-1f6c-4a73-bc0d-f9ec0f44a56b",
"pref_label": {
"en": "Sodankylän geofysiikan observatorio",
"fi": "Sodankylän geofysiikan observatorio",
"sv": "Sodankylän geofysiikan observatorio",
"und": "Sodankylän geofysiikan observatorio"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-240760",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "5540c65d-0d55-47f8-a1e5-d32ca7ff281e",
"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": "2b59b978-dd15-4c85-87ef-a93efbd1c799",
"roles": [
"creator",
"curator"
],
"person": {
"id": "fb5d9b89-6eae-4954-a736-16736d96bba4",
"name": "Kristyna Drastichová",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0003-1969-7445"
},
"organization": {
"id": "287fbc2c-585a-43bf-826a-5709b11617bb",
"pref_label": {
"en": "Charles University"
}
}
}
],
"bibliographic_citation": "Manninen, J., & Drastichová, K. (2026). VLF Spectrograms up to 1.5kHz from Kannuslehto VLF campaigns 2008-2024 during enhanced geomagnetic activity (Version 1). University of Oulu, Sodankylä Geophysical Observatory, University of Oulu.",
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "This data set is created from the analysis result of Kannuslehto VLF campaigns 2008-2024 for the PLHR study in manuscript Drastichová et al.: \"Geomagnetically Induced Currents on Power Line Harmonic Radiation Observed at the Kannuslehto Ground-Based Station\" accepted to JGR: Space Physics. The event selection criteria for the data set for the study has been geomagnetic field variation (dH/dt) reaching 200nT/min threshold. The event time intervals include data before and after the threshold is reached. The data set covers 22 periods from available Kannuslehto VLF campaigns 2008-2024.\n\nThe published VLF spectrograms are in 1 hour files in HDF5 format including spectrum data, calibration and other attributes related to the station and used analysis. The published spectrums have 2 seconds time resolution covering frequency band up to 1.5kHz with 1Hz frequency resolution forming 1501 x 1800 (frequency x time) matrix per hour. The calibration factors to SI units, frequency and time information are included in each HDF files. \n\nThe source data for published spectrums are 4 minutes long 1s resolution sequences of the total power spectrum matrices from the SGO VLF analysis package written by Tauno Turunen, SGO. These matrices are generated with FFT length of 78126 points with 39064 point overlap using a specific signal filtering like saturation and peak and sferics removal. \n\nThe broad-band VLF raw data is recorded from two orthogonal antenna system built at SGO known as \"VLF 100aT system\". The timing is based on GPS 10MHz reference. The loop aerials are oriented in NS and EW directions. The 24-bit raw data is sampled with 78125Hz."
},
"field_of_science": [
{
"id": "cacc7fcf-c79b-4033-9a2e-196c023fe379",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta115",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Astronomy, Space science",
"fi": "Avaruustieteet ja tähtitiede",
"sv": "Rymdvetenskap och astronomi"
}
},
{
"id": "7334f2e9-1aae-4b87-9088-8226211b06c9",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1171",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Geosciences",
"fi": "Geotieteet",
"sv": "Geovetenskaper"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "oy5616",
"total_files_count": 7801,
"total_files_size": 75200085121
},
"infrastructure": [],
"issued": "2026-04-02",
"keyword": [
"SGO",
"Sodankylä Geophysical observatory",
"Kannuslehto",
"Power line harmonic radiation",
"VLF waves",
"VLF 100aT"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "c1ac224a-0dee-4261-a52c-1b59b670cbbc",
"organization": "oulu.fi",
"admin_organization": "oulu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-6e3277f2-1bbe-3f16-8940-b3578407969b",
"pid_generated_by_fairdata": true,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Kannuslehto VLF campaigns"
},
"description": {
"en": "Observation periods of SGO Broadband VLF station in Kannuslehto"
},
"entity_identifier": "https://sgo.fi/Data/VLF/VLFData.php",
"type": {
"id": "e327ac43-4e47-43e8-9a18-cad528eeac08",
"url": "http://uri.suomi.fi/codelist/fairdata/resource_type/code/dataset",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/resource_type",
"pref_label": {
"en": "Dataset",
"fi": "Tutkimusaineisto"
}
}
},
"relation_type": {
"id": "02817677-485b-401f-a552-7579c712c203",
"url": "http://purl.org/spar/cito/citesForInformation",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "References",
"fi": "Viittaa aineistoon"
}
},
"metax_ids": []
},
{
"entity": {
"title": {
"en": "Geomagnetically Induced Currents on Power Line Harmonic Radiation Observed at the Kannuslehto Ground-Based Station"
},
"description": {
"en": "Drastichová et al: \" Geomagnetically Induced Currents on Power Line Harmonic Radiation Observed at the Kannuslehto Ground-Based Station\" submitted to JGR: Space Physics."
},
"type": {
"id": "fb3d4a47-7445-423e-a4be-0693bcb8047b",
"url": "http://uri.suomi.fi/codelist/fairdata/resource_type/code/publication",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/resource_type",
"pref_label": {
"en": "Publication",
"fi": "Julkaisu"
}
}
},
"relation_type": {
"id": "fdeb29cd-aeb3-4ba9-8e3d-5120a3ef88cb",
"url": "http://purl.org/vocab/frbr/core#isSupplementTo",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Is supplement to",
"fi": "Viittaus tausta-aineistoon"
}
}
}
],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Kannuslehto VLF station",
"custom_wkt": [
"POINT (26.266 67.743)"
],
"geolocations": {
"type": "FeatureCollection",
"features": []
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2008-02-25",
"end_date": "2008-03-04"
},
{
"start_date": "2014-12-21",
"end_date": "2015-01-09"
},
{
"start_date": "2016-01-17",
"end_date": "2016-01-27"
},
{
"start_date": "2016-10-09",
"end_date": "2016-11-01"
},
{
"start_date": "2017-01-17",
"end_date": "2017-02-08"
},
{
"start_date": "2018-04-19",
"end_date": "2018-04-23"
},
{
"start_date": "2019-02-26",
"end_date": "2019-03-04"
},
{
"start_date": "2020-09-23",
"end_date": "2020-10-08"
},
{
"start_date": "2021-02-18",
"end_date": "2021-03-10"
},
{
"start_date": "2021-10-30",
"end_date": "2021-11-08"
},
{
"start_date": "2022-01-13",
"end_date": "2022-01-20"
},
{
"start_date": "2022-11-28",
"end_date": "2022-12-07"
},
{
"start_date": "2022-12-25",
"end_date": "2022-12-31"
},
{
"start_date": "2023-03-01",
"end_date": "2023-03-31"
},
{
"start_date": "2023-04-20",
"end_date": "2023-04-30"
},
{
"start_date": "2023-09-11",
"end_date": "2023-09-29"
},
{
"start_date": "2024-03-19",
"end_date": "2024-03-28"
},
{
"start_date": "2024-05-08",
"end_date": "2024-05-17"
},
{
"start_date": "2013-03-10",
"end_date": "2013-03-31"
},
{
"start_date": "2016-12-16",
"end_date": "2016-12-29"
},
{
"start_date": "2017-10-10",
"end_date": "2017-10-17"
},
{
"start_date": "2022-10-21",
"end_date": "2022-11-10"
},
{
"start_date": "2017-09-04",
"end_date": "2017-10-02"
}
],
"theme": [
{
"id": "509f662f-a4d8-47b6-b009-4b63b50f0f51",
"url": "http://www.yso.fi/onto/koko/p69831",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "spectrographs",
"fi": "spektrografit",
"sv": "spektrografer"
}
},
{
"id": "f020a5ca-19c2-4916-ab5c-1e3118cafdff",
"url": "http://www.yso.fi/onto/koko/p865",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "observatories",
"fi": "observatoriot",
"sv": "observatorier"
}
},
{
"id": "13b41a0d-ff5c-4564-adcb-7fc4a591cd01",
"url": "http://www.yso.fi/onto/koko/p73625",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "harmonic waves",
"fi": "yliaallot",
"sv": "övervågor"
}
},
{
"id": "7f56601b-ce48-4ef3-abdd-735b8d715593",
"url": "http://www.yso.fi/onto/koko/p73210",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "electric power lines",
"fi": "sähkölinjat",
"sv": "ellinjer"
}
},
{
"id": "b2595794-131c-4802-8d70-0da005e05db8",
"url": "http://www.yso.fi/onto/koko/p31387",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "geophysics",
"fi": "geofysiikka",
"sv": "geofysik"
}
}
],
"title": {
"en": "VLF Spectrograms up to 1.5kHz from Kannuslehto VLF campaigns 2008-2024 during enhanced geomagnetic activity"
},
"created": "2026-03-18T14:40:49Z",
"modified": "2026-04-02T12:27:48Z",
"dataset_versions": [
{
"id": "a6605217-89ee-4122-aa27-ce64227eca25",
"title": {
"en": "VLF Spectrograms up to 1.5kHz from Kannuslehto VLF campaigns 2008-2024 during enhanced geomagnetic activity"
},
"persistent_identifier": "doi:10.23729/fd-6e3277f2-1bbe-3f16-8940-b3578407969b",
"state": "published",
"created": "2026-03-18T14:40:49Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "51671c9f-3e94-4869-ac95-89deed6a5dae",
"access_rights": {
"id": "5268c9ab-f9d9-4d90-b3eb-12da410e6120",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"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": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"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": [],
"show_file_metadata": true
},
"actors": [
{
"id": "945271a6-24ca-4100-86c0-c42783b538ac",
"roles": [
"creator",
"publisher"
],
"person": {
"id": "f0af6d44-4f64-4bad-9ac9-46f598a4f224",
"name": "Anniina L. K. Mattila",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0002-6546-6528"
},
"organization": {
"id": "05ce0112-91fd-4ef9-9bd8-54f0ef707ef3",
"pref_label": {
"en": "HiLIFE – Helsinki Institute of Life Science"
},
"parent": {
"id": "647ef109-7f29-40ec-8cd6-92188c5a08e2",
"pref_label": {
"en": "Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme"
},
"parent": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "778c90d1-47e4-4751-805e-89e72fafb857",
"roles": [
"contributor"
],
"person": {
"id": "d0d3e487-945a-4d9d-9ed4-c92190937763",
"name": "Marjo Saastamoinen",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0001-7009-2527"
},
"organization": {
"id": "647ef109-7f29-40ec-8cd6-92188c5a08e2",
"pref_label": {
"en": "Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme"
},
"parent": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "de41d0a6-3095-49f3-8c9f-c26b412c811a",
"roles": [
"contributor"
],
"person": {
"id": "ed9dacda-98ea-43d8-91f3-690c8f6ee83e",
"name": "Chris D. Jiggins",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0002-7809-062X"
},
"organization": {
"id": "e19b7271-f123-4e3b-aa7e-9b39206fcb78",
"pref_label": {
"en": "University of Cambridge"
}
}
}
],
"bibliographic_citation": "Mattila A. L. K. et. al. Dataset: Heliconius erato cyanogenic toxicity RNASeq and nuclear magnetic resonance (NMR)",
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "BACKGROUND\nWe studied the molecular mechanisms of biosynthesized cyanogenic toxicity in Heliconius erato by studying associations of toxicity levels (concentrations of biosynthesized cyanogenic glucoside compounds linamarin and lotaustralin measured with nuclear magnetic resonance, i.e. NMR) with patterns of whole-genome gene expression. Individuals originating from a laboratory stock were sampled for quantification of chemical compounds using NMR data, and their RNA samples sequenced with whole-transcriptome sequencing (RNASeq). The NMR data could also be used to analyze the complete metabolome or other compounds of interest. Additionally, to test energetic trade-offs and related differential RNA expression, measures of resting- and flight metabolic rates of the study individuals were acquired using flow-through respirometry.\n\nSTUDY QUESTIONS\n1.\tWhat are the physiological/biochemical processes that are directly associated with biosynthesized cyanogenic toxicity?\n2.\tWhat are the physiological/biochemical processes that are indirectly associated through e.g. depletion of energy/resources from biosynthesis of toxins? For this, we additionally acquired measures of resting- and flight metabolic rates of the study individuals using flow-through respirometry.\n3.\tAre there physiological mechanisms that may more directly link toxicity and flight, e.g. recycling cyanogenic glucosides to release nitrogenous compounds that could provide energy for flight?\n\nSAMPLE COLLECTION AND PREPARATION\n\nSample collection and RNA extraction: All individuals were sampled within three days following emergence, were unmated and unfed. One-half of the thorax was flash-frozen in liquid nitrogen and stored in -80°C. RNA was extracted from thorax tissue samples (one quarter of thorax) with Bioline TRIsure protocol, and re-dissolved in RNA-free water. DNA was removed with Ambion DNA-free kit. RNA concentration was analysed with Qubit RNA HS kit, RNA purity was assessed with Nanodrop and integrity with Agilent 2100 (using aliquots of a subset of 12 samples). RIN value is non-applicable for Lepidoptera RNA, but visual inspection proves the sample integrity if high (there is negligible degradation of the RNA product. Extracted RNA samples were further processed and sequenced by Novogene.\n\nRNA quantification and qualification: RNA degradation and contamination was monitored on 1% agarose gels. RNA purity was checked using the NanoPhotometer® spectrophotometer (IMPLEN, CA, USA). RNA concentration was measured using Qubit® RNA Assay Kit in Qubit® 2.0 Flurometer (Life Technologies, CA, USA). RNA integrity was assessed using the RNA Nano 6000 Assay Kit of the Bioanalyzer 2100 system (Agilent Technologies, CA, USA).\n\nLibrary preparation for Transcriptome sequencing: A total amount of 3 μg RNA per sample was used as input material for the RNA sample preparations. Sequencing libraries were generated using NEBNext® Ultra™ RNA Library Prep Kit for Illumina® (NEB, USA) following manufacturer’s recommendations and index codes were added to attribute sequences to each sample. Briefly, mRNA was purified from total RNA using poly-T oligo-attached magnetic beads. Fragmentation was carried out using divalent cations under elevated temperature in NEBNext First Strand Synthesis Reaction Buffer（5X). First strand cDNA was synthesized using random hexamer primer and M MuLV Reverse Transcriptase（RNase H-）. Second strand cDNA synthesis was subsequently performed using DNA Polymerase I and RNase H. Remaining overhangs were converted into blunt ends via exonuclease/polymerase activities. After adenylation of 3’ ends of DNA fragments, NEBNext Adaptor with hairpin loop structure were ligated to prepare for hybridization. In order to select cDNA fragments of preferentially 150~200 bp in length, the library fragments were purified with AMPure XP system (Beckman Coulter, Beverly, USA). Then 3 μl USER Enzyme (NEB, USA) was used with size-selected, adaptor-ligated cDNA at 37°C for 15 min followed by 5 min at 95 °C before PCR. Then PCR was performed with Phusion High-Fidelity DNA polymerase, Universal PCR primers and Index (X) Primer. At last, PCR products were purified (AMPure XP system) and library quality was assessed on the Agilent Bioanalyzer 2100 system.\nClustering and sequencing (Novogene Experimental Department): The clustering of the index-coded samples was performed on a cBot Cluster Generation System using HiSeq PE Cluster Kit cBot-HS (Illumina) according to the manufacturer’s instructions. After cluster generation, the library preparations were sequenced on an Illumina Hiseq platform and 125 bp/150 bp paired-end reads were generated.\n\nQuantification of cyanogenic compounds linamarin and lotaustralin using nuclear magnetic resonance (NMR): The biosynthesized cyanogenic glucoside compounds linamarin and lotaustralin were identified and quantified from the H. erato samples using nuclear magnetic resonance (NMR). For details of the NMR method, see Mattila et al. 2021 (https://doi.org/10.7717/peerj.11523)\n\nMetabolic rates: Measures of resting- and flight metabolic rates of the study individuals were acquired using flow-through respirometry (see Niitepõld et al. 2009, https://doi.org/10.1890/08-1498.1) For the measurement, the individual was placed in a 1-L transparent respirometry chamber, through which CO2-free dry air was pumped at the rate of 1.04 L/min. After acclimatization in the darkened measurement chamber for ~30 min, resting metabolic rate (RMR) was measured during one minute of complete immobility. The individual was then stimulated to fly for 10 min in the exposed chamber, and the highest peak value in the CO2 emission rate during the flight was used as a measure of flight metabolic rate (FMR). This measure is expected to represent the maximal flight performance of an individual butterfly. Metabolic rate generally scales positively with body mass, and in intraspecific comparisons, this effect should be accounted for (e.g., Kleiber 1947). To remove the effect of body mass on FMR and enable the examination of mass-independent FMR differences, the residual from a linear model of FMR against body mass was used, calculated separately for females and males. In addition to body mass, measurement temperature and time of day of measurement were controlled for.\n\n \nDESCRIPTIONS OF THE RNASeq DATASETS:\n\nRNASeq dataset 1: \n•\tMain question: Genes associated with cyanogen biosynthesis and cyanogen-flight metabolic rate trade-off\n•\tSequenced samples: 54 H. erato (27 males, 27 females) with phenotype data of 1) biosynthesized cyanogenic toxicity (based on NMR analysis), 2) resting- and flight metabolic rates.\n•\tTwo sequencing runs: run 1 and run 2. Additional run 2 was done because of low coverage in some samples in run 1. Preliminary choice of higher quality sequencing run has been made per sample, provided in the associated phenotype data file.\n•\tRaw data of RNASeq dataset 1, sequencing run 1, found in folder named: “Heliconius erato cyanogenic toxicity RNAseq Dataset1_54 samples sequencing run 1”\n•\tRaw data of RNASeq dataset 1, sequencing run 2, found in folder named: “Heliconius erato cyanogenic toxicity RNAseq Dataset1_54 samples sequencing run 2 additional sequencing”\n\nRNASeq dataset 2:\n•\tMain question: Verification of cyanogen biosynthesis-associated differentially expressed genes and testing family effect\n•\tSequenced samples: 37 H. erato females across 8 full-sibling families with phenotype data of biosynthesized cyanogenic toxicity (based on NMR analysis).\n•\tRaw sequence data of RNASeq dataset 2 found in folder named: “Heliconius erato cyanogenic toxicity RNAseq Dataset2_37 females across 8 full-sibling families”\n\n\nDESCRIPTIONS OF ASSOCIATED DATASETS:\n\nIndividual and phenotype data: Basic information of study individuals, including origin, sex, mass, eclosion date and values of measured phenotypes.\n•\tDatafile names: \no\t“Heliconius erato cyanogenic glucoside toxicity RNASeq_dataset1_phenotypes.csv”\no\t“Heliconius erato cyanogenic glucoside toxicity RNASeq_dataset2_phenotypes.csv”\n\nNMR data: \n•\tProcessed NMR data found in datafile named: “Heliconius erato cyanogenic glucoside concentration data from NMR.csv”\n•\tRaw nuclear magnetic resonance data of 904 H. erato individuals found in data folder named: “Heliconius erato NMR data”\n•\tThese data also include NMR data of individuals sequenced for RNASeq datasets 1 and 2."
},
"field_of_science": [
{
"id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Chemical sciences",
"fi": "Kemia",
"sv": "Kemi"
}
},
{
"id": "ea57f07d-16d8-4c7a-8a52-39ef1112278a",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1181",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Ecology, evolutionary biology",
"fi": "Ekologia, evoluutiobiologia",
"sv": "Ekologi, evolutionsbiologi"
}
},
{
"id": "e9745cdf-d0e1-4797-8fee-3324e5b2bee2",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1182",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Biochemistry, cell and molecular biology",
"fi": "Biokemia, solu- ja molekyylibiologia",
"sv": "Biokemi, cell- och molekylärbiologi"
}
},
{
"id": "be28a2ad-4020-40c5-82f4-cc90fbb15b97",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1184",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Genetics, developmental biology, physiology",
"fi": "Genetiikka, kehitysbiologia, fysiologia",
"sv": "Genetik, utvecklingsbiologi, fysiologi"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2001504",
"total_files_count": 20240,
"total_files_size": 481709044358
},
"infrastructure": [],
"issued": "2026-03-30",
"keyword": [
"Heliconius erato",
"cyanogenic glucoside",
"RNASeq",
"RNA sequencing",
"nuclear magnetic resonance",
"linamarin",
"lotaustralin",
"metabolic rate",
"differentially expressed genes",
"transcriptome",
"metabolome",
"NMR"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "5707effb-dc98-43bb-82a2-fb429195de7e",
"organization": "helsinki.fi",
"admin_organization": "helsinki.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-ecf74668-6d05-3726-b141-f25f93e68ff0",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "b9e53b8b-18f8-457b-9fa3-c6f9719e42b5",
"title": {
"en": "Ecology and genomics of toxicity and related life-history traits in a mimetic Heliconius butterfly"
},
"participating_organizations": [
{
"id": "6e9671fc-ea90-41f4-ba70-dd815c68d382",
"pref_label": {
"en": "Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme",
"fi": "Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme",
"und": "Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme"
},
"parent": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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": "886c2c0c-5bbe-453e-8c4f-1d80fa194581",
"pref_label": {
"en": "HiLIFE – Helsinki Institute of Life Science",
"fi": "HiLIFE – Helsinki Institute of Life Science",
"und": "HiLIFE – Helsinki Institute of Life Science"
},
"parent": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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"
}
}
],
"funding": [
{
"funder": {
"organization": {
"id": "b65efb2c-fd48-4b76-9837-c6f05216d4bd",
"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"
},
"funder_type": {
"id": "d38a8484-f3d7-43cf-ad79-829ebb3ba9eb",
"url": "http://uri.suomi.fi/codelist/fairdata/funder_type/code/academy-of-finland",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/funder_type",
"pref_label": {
"en": "Academy of Finland",
"fi": "Suomen Akatemia"
}
}
},
"funding_identifier": "Academy of Finland 286814"
}
]
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Heliconius erato cyanogenic toxicity RNASeq, additional data"
},
"entity_identifier": "https://doi.org/10.23729/fd-c3eee1f1-89fc-39ca-9134-83e5a8258e03",
"type": {
"id": "e327ac43-4e47-43e8-9a18-cad528eeac08",
"url": "http://uri.suomi.fi/codelist/fairdata/resource_type/code/dataset",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/resource_type",
"pref_label": {
"en": "Dataset",
"fi": "Tutkimusaineisto"
}
}
},
"relation_type": {
"id": "618665fa-c468-4bf5-b361-992c82861fe7",
"url": "http://purl.org/vocab/frbr/core#successorOf",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Continues",
"fi": "Täydentää aineistoa"
}
},
"metax_ids": [
"1592e236-8d05-4b21-abef-4a24c9acd34d"
]
}
],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Heliconius erato cyanogenic toxicity RNASeq and nuclear magnetic resonance (NMR)"
},
"created": "2026-03-30T13:27:14Z",
"modified": "2026-04-02T09:19:53Z",
"dataset_versions": [
{
"id": "51671c9f-3e94-4869-ac95-89deed6a5dae",
"title": {
"en": "Heliconius erato cyanogenic toxicity RNASeq and nuclear magnetic resonance (NMR)"
},
"persistent_identifier": "doi:10.23729/fd-ecf74668-6d05-3726-b141-f25f93e68ff0",
"state": "published",
"created": "2026-03-30T13:27:14Z",
"version": 1
}
],
"published_revision": 6,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
}
]
}
