HTTP 200 OK
Allow: GET, POST, OPTIONS, HEAD
Content-Type: application/json
Vary: Accept
{
"count": 8508,
"next": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=4880",
"previous": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=4840",
"results": [
{
"id": "0cb3e747-9293-40a0-b38f-917b6c273e55",
"access_rights": {
"id": "4d6532d5-0536-4ce7-bc77-3fa55ab7b685",
"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": "03da44f1-c3ac-456f-88c2-2ae47bf65f50",
"roles": [
"creator"
],
"person": {
"id": "c56459a8-0572-447a-9b4a-766da2a02cc6",
"name": "Sari Metsämäki",
"email": "<hidden>",
"external_identifier": "0000-0002-9633-4376"
},
"organization": {
"id": "56addf29-2163-45c6-8e44-b3c0a3c604f5",
"pref_label": {
"en": "Finnish Environment Institute",
"fi": "Suomen ympäristökeskus",
"sv": "Finlands miljöcentral",
"und": "Suomen ympäristökeskus"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/7020017",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c6edb515-f798-412d-9cfa-84422bc79a89",
"roles": [
"publisher"
],
"organization": {
"id": "56addf29-2163-45c6-8e44-b3c0a3c604f5",
"pref_label": {
"en": "Finnish Environment Institute",
"fi": "Suomen ympäristökeskus",
"sv": "Finlands miljöcentral",
"und": "Suomen ympäristökeskus"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/7020017",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"bibliographic_citation": "Metsämäki, Sari (2025) Yearly European Melt-off-day (2001-2023). Fairdata Services. Finnish Environment Institute (dataset)",
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "Dataset of 23 yearly maps featuring information on the first snow-free day in 0.005 degree grid over Europe, EPSG 4326 . These maps are based on Fractional Snow Cover (FSC) maps generated from Terra/MODIS satellite data published within Copernicus service CryoLand. The calculation procedure for deriving Melt-off day from these FSC-maps is developed at Syke. \n\nMelt-off-day is given as Day of Year (DOY), i.e. sequential day number starting with day 1 on January 1st each year.\n\nspecial codes:\n-3 no data (meaning that there is not a proper seasonal snow period that Melt-off day could be provided for)\n-7 permanent snow\n-13 water"
},
"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"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2015644",
"total_files_count": 23,
"total_files_size": 779658810
},
"infrastructure": [],
"issued": "2025-10-09",
"keyword": [
"Snow",
"Remote Sensing",
"Melt-off-Day"
],
"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": "f3738a5b-6ddb-4fae-a1f1-af077ccd3cb0",
"organization": "syke.fi",
"admin_organization": "syke.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-1bad8a16-9edf-38d9-9628-2bd025d8d9ce",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "9e68872c-f236-4101-a9e4-aaa578611f91",
"title": {
"en": "EU Life+ : Climate Information Platform for Copernicus (CLIPC)"
},
"participating_organizations": [
{
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
},
{
"id": "56addf29-2163-45c6-8e44-b3c0a3c604f5",
"pref_label": {
"en": "Finnish Environment Institute",
"fi": "Suomen ympäristökeskus",
"sv": "Finlands miljöcentral",
"und": "Suomen ympäristökeskus"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/7020017",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
},
{
"id": "6ae5a303-9b09-428d-b62b-90e2f57c43ac",
"pref_label": {
"en": "JRC -JOINT RESEARCH CENTRE- EUROPEAN COMMISSION",
"fi": "JRC -JOINT RESEARCH CENTRE- EUROPEAN COMMISSION",
"und": "JRC -JOINT RESEARCH CENTRE- EUROPEAN COMMISSION"
}
}
],
"funding": []
},
{
"id": "f4ed20c3-4fa0-4135-890d-e7f8babb93b5",
"title": {
"en": "CRYOLAND (GMES Service Snow and Land Ice)"
},
"participating_organizations": [
{
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
},
{
"id": "56addf29-2163-45c6-8e44-b3c0a3c604f5",
"pref_label": {
"en": "Finnish Environment Institute",
"fi": "Suomen ympäristökeskus",
"sv": "Finlands miljöcentral",
"und": "Suomen ympäristökeskus"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/7020017",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
},
{
"id": "a6a5ec86-a3c1-4cb2-9f33-989a4d4c1814",
"pref_label": {
"en": "ENVEO IT GmbH",
"fi": "ENVEO IT GmbH",
"und": "ENVEO IT GmbH"
}
},
{
"id": "6f88e5a1-34db-4036-b4f5-a4336525f32a",
"pref_label": {
"en": "Norut Northern Research Institute",
"fi": "Norut Northern Research Institute",
"und": "Norut Northern Research Institute"
}
},
{
"id": "e8d50b06-7e12-4691-8b8e-cfafd9c8fc17",
"pref_label": {
"en": "GAMMA Remote Sensing",
"fi": "GAMMA Remote Sensing",
"und": "GAMMA Remote Sensing"
}
},
{
"id": "59fb8ee7-26b4-499b-af80-37178bda9ce4",
"pref_label": {
"en": "Swedish Meteorological and Hydrological Institute (SMHI)",
"fi": "Swedish Meteorological and Hydrological Institute (SMHI)",
"und": "Swedish Meteorological and Hydrological Institute (SMHI)"
}
}
],
"funding": []
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "The accuracy of snow melt-off day derived from optical and microwave radiometer data — A study for Europe"
},
"entity_identifier": "https://doi.org/10.1016/j.rse.2018.03.029",
"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": "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": []
}
],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Europe",
"reference": {
"id": "77287e65-a7dc-413f-bdb1-437ff377fec1",
"url": "http://www.yso.fi/onto/yso/p94111",
"in_scheme": "http://www.yso.fi/onto/yso/places",
"pref_label": {
"en": "Europe",
"fi": "Eurooppa",
"sv": "Europa"
},
"as_wkt": "POINT (15.5 53.5)"
},
"custom_wkt": [
"POINT (15.5 53.5)"
],
"geolocations": {
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [
15.5,
53.5
]
},
"bbox": [
15.5,
53.5,
15.5,
53.5
]
}
]
}
}
],
"state": "published",
"temporal": [],
"theme": [
{
"id": "f0ac842c-4b0c-4c19-8a9f-5706a3a023aa",
"url": "http://www.yso.fi/onto/koko/p45742",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "remote sensing",
"fi": "kaukokartat"
}
},
{
"id": "c98c1d1d-299c-4d79-8a86-360acff7f56d",
"url": "http://www.yso.fi/onto/koko/p73847",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "cryosphere",
"fi": "kryosfääri",
"sv": "kryosfären"
}
},
{
"id": "74bbdc7d-2910-4f7e-ad0d-8dcc6f22ec3e",
"url": "http://www.yso.fi/onto/koko/p36931",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "snow",
"fi": "lumi",
"sv": "snö"
}
}
],
"title": {
"en": "Yearly European Melt-off-day (2001-2023)"
},
"created": "2025-10-09T08:53:31Z",
"modified": "2025-10-09T08:53:31Z",
"dataset_versions": [
{
"id": "0cb3e747-9293-40a0-b38f-917b6c273e55",
"title": {
"en": "Yearly European Melt-off-day (2001-2023)"
},
"persistent_identifier": "doi:10.23729/fd-1bad8a16-9edf-38d9-9628-2bd025d8d9ce",
"state": "published",
"created": "2025-10-09T08:53:31Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-09T08:53:32Z",
"record_modified": "2025-10-09T08:53:34Z"
},
{
"id": "fcca0b2c-7fc3-41f8-8059-c665dd9fb207",
"access_rights": {
"id": "f5122949-2d99-49eb-b419-546a1d7502de",
"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": "01c736c6-949b-419b-a999-a8a4bd19806f",
"roles": [
"creator",
"publisher"
],
"person": {
"id": "51b5e159-ef63-4320-a871-5bc9f8be486a",
"name": "Ville Korpelin",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0002-5947-402X"
},
"organization": {
"id": "f512ead5-eb52-4983-ab9e-52fd784c933f",
"pref_label": {
"en": "Kemian laitos",
"fi": "Kemian laitos",
"sv": "Kemian laitos",
"und": "Kemian laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-214030",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "7a602d3e-612f-4f4b-bf0f-7d5410133144",
"roles": [
"creator"
],
"person": {
"id": "950ad325-c8ec-44bf-8760-e82c483cedf9",
"name": "Bhumi A. Baraiya"
},
"organization": {
"id": "f512ead5-eb52-4983-ab9e-52fd784c933f",
"pref_label": {
"en": "Kemian laitos",
"fi": "Kemian laitos",
"sv": "Kemian laitos",
"und": "Kemian laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-214030",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "8ccff929-0b6b-4dcd-95e0-5152eeadace5",
"roles": [
"creator"
],
"person": {
"id": "797068dd-4466-491c-a2cb-c26b02308a30",
"name": "Hanan H. Ibrahim"
},
"organization": {
"id": "f512ead5-eb52-4983-ab9e-52fd784c933f",
"pref_label": {
"en": "Kemian laitos",
"fi": "Kemian laitos",
"sv": "Kemian laitos",
"und": "Kemian laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-214030",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "f3ae2324-b94a-4644-87c0-a3d7a9289f2b",
"roles": [
"creator"
],
"person": {
"id": "02aea52e-80fe-4670-a823-d75d372f92d5",
"name": "Toni Kiljunen"
},
"organization": {
"id": "f512ead5-eb52-4983-ab9e-52fd784c933f",
"pref_label": {
"en": "Kemian laitos",
"fi": "Kemian laitos",
"sv": "Kemian laitos",
"und": "Kemian laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-214030",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "92691989-880b-41b6-9c7e-2d9c7a0acd16",
"roles": [
"creator"
],
"person": {
"id": "f689dba2-577a-4118-8e24-00d974cb0af3",
"name": "Karoliina Honkala",
"email": "<hidden>"
},
"organization": {
"id": "f512ead5-eb52-4983-ab9e-52fd784c933f",
"pref_label": {
"en": "Kemian laitos",
"fi": "Kemian laitos",
"sv": "Kemian laitos",
"und": "Kemian laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-214030",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 1,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "This is the dataset for the article \"The effects of CuFe catalyst structure and composition on higher alcohol selectivity: a combined experimental and computational study\". Includes adsorption structures and transition states of small (C1-C3) molecules relevant for higher alcohol synthesis on a CuFe(211) surface. All structures are in the ASE traj format."
},
"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"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "jyy2501",
"total_files_count": 1410,
"total_files_size": 6710558
},
"infrastructure": [],
"issued": "2025-10-08",
"keyword": [
"density functional theory",
"copper",
"iron",
"metal catalysis",
"higher alcohol synthesis"
],
"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": "9339fbde-6df4-4495-a74c-fd80b16a678f",
"organization": "jyu.fi",
"admin_organization": "jyu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-e538f1c7-103e-36e8-9f70-e0a1141be693",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "a4c2e55d-37e2-47e9-a7c4-af983b5d1361",
"title": {
"en": "Synjet - Alternative routes for sustainable jet fuels and chemical intermediates"
},
"participating_organizations": [
{
"id": "69f52684-f80b-41d3-be0b-922487ac47a0",
"pref_label": {
"en": "VTT Technical Research Centre of Finland Ltd",
"fi": "Teknologian tutkimuskeskus VTT Oy",
"sv": "Teknologiska forskningscentralen VTT Ab",
"und": "Teknologian tutkimuskeskus VTT Oy"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/26473754",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/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": "f512ead5-eb52-4983-ab9e-52fd784c933f",
"pref_label": {
"en": "Kemian laitos",
"fi": "Kemian laitos",
"sv": "Kemian laitos",
"und": "Kemian laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-214030",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"funding": [
{
"funder": {
"organization": {
"id": "bd966630-4e39-47bb-90e9-f5647ffb8428",
"pref_label": {
"en": "Innovaatiorahoituskeskus Business Finland",
"fi": "Innovaatiorahoituskeskus Business Finland",
"sv": "Innovaatiorahoituskeskus Business Finland",
"und": "Innovaatiorahoituskeskus Business Finland"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/05126964",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
},
"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"
}
}
}
}
]
}
],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [
{
"id": "44581d90-bcc3-4a91-98ed-e944a31c6f78",
"url": "http://www.yso.fi/onto/koko/p57162",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "computational chemistry",
"fi": "laskennallinen kemia",
"sv": "beräkningskemi"
}
},
{
"id": "438fecea-6f83-4502-b84a-a234dc1c9158",
"url": "http://www.yso.fi/onto/koko/p77004",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "density functional theory",
"fi": "tiheysfunktionaaliteoria",
"sv": "täthetsfunktionalteori"
}
},
{
"id": "3409b175-9e77-44f0-8fe0-19cd9545d631",
"url": "http://www.yso.fi/onto/koko/p13452",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "catalysis",
"fi": "katalyysi",
"sv": "katalys"
}
}
],
"title": {
"en": "Dataset for: The effects of CuFe catalyst structure and composition on higher alcohol selectivity: a combined experimental and computational study"
},
"created": "2025-10-08T17:37:58Z",
"cumulation_started": "2025-10-08T17:38:52Z",
"modified": "2025-10-08T17:38:48Z",
"dataset_versions": [
{
"id": "fcca0b2c-7fc3-41f8-8059-c665dd9fb207",
"title": {
"en": "Dataset for: The effects of CuFe catalyst structure and composition on higher alcohol selectivity: a combined experimental and computational study"
},
"persistent_identifier": "doi:10.23729/fd-e538f1c7-103e-36e8-9f70-e0a1141be693",
"state": "published",
"created": "2025-10-08T17:37:58Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-08T17:37:58Z",
"record_modified": "2025-10-08T17:38:52Z"
},
{
"id": "67c2fc30-5bd2-46f7-975a-8a0bace12e32",
"access_rights": {
"id": "8afc4665-13d1-44ed-b965-100e57f85fd1",
"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": "58db9bca-e463-441c-a634-19f56c2b4166",
"roles": [
"creator",
"publisher"
],
"person": {
"id": "f3526a31-f7dc-4b1f-8386-c9a749d63e8d",
"name": "Hao Zeng",
"email": "<hidden>",
"external_identifier": "0000-0002-9150-214X"
},
"organization": {
"id": "1f3d6023-f3aa-4c29-b13a-a3a2ec164c5e",
"pref_label": {
"en": "Tekniikan ja luonnontieteiden tiedekunta",
"fi": "Tekniikan ja luonnontieteiden tiedekunta",
"sv": "Tekniikan ja luonnontieteiden tiedekunta",
"und": "Tekniikan ja luonnontieteiden tiedekunta"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-1060",
"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-ida",
"description": {
"en": "Raw data for paper, \"Light-mediated communication in responsive materials ranging from individual self-oscillators to feedback-driven network \""
},
"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": "2009917",
"total_files_count": 15,
"total_files_size": 283784860
},
"infrastructure": [],
"issued": "2025-10-08",
"keyword": [
"feedback; network; self-excited; non-equilibrium; liquid crystal elastomers"
],
"language": [],
"metadata_owner": {
"id": "555da676-550e-40f9-a072-03a618c5dd63",
"organization": "tuni.fi",
"admin_organization": "tuni.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-bf56d25e-cef7-394d-a92e-719a4a57d855",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "1627cc62-d96d-4886-909b-6600bc4cf0ff",
"title": {
"en": "European Research Council (Starting Grant project ONLINE, No. 101076207)."
},
"participating_organizations": [
{
"id": "1f3d6023-f3aa-4c29-b13a-a3a2ec164c5e",
"pref_label": {
"en": "Tekniikan ja luonnontieteiden tiedekunta",
"fi": "Tekniikan ja luonnontieteiden tiedekunta",
"sv": "Tekniikan ja luonnontieteiden tiedekunta",
"und": "Tekniikan ja luonnontieteiden tiedekunta"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-1060",
"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"
}
}
],
"funding": []
}
],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Communicative materials"
},
"created": "2025-10-08T09:39:02Z",
"modified": "2025-10-08T09:39:19Z",
"dataset_versions": [
{
"id": "67c2fc30-5bd2-46f7-975a-8a0bace12e32",
"title": {
"en": "Communicative materials"
},
"persistent_identifier": "doi:10.23729/fd-bf56d25e-cef7-394d-a92e-719a4a57d855",
"state": "published",
"created": "2025-10-08T09:39:02Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-08T09:39:02Z",
"record_modified": "2025-10-08T09:39:22Z"
},
{
"id": "db7ecd65-0efe-4528-994b-fe8967f573d8",
"access_rights": {
"id": "7a9e4511-a287-45f4-91d2-08e90750428b",
"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": "9a5b499e-bcb4-45cf-a208-a1b800446535",
"roles": [
"creator"
],
"person": {
"id": "233c0d69-8112-4ae7-8fc5-ea29df789afc",
"name": "Miinalainen, Tuuli"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "fac335b9-843f-4895-af54-fe8cc935cdab",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "fed20f7f-327e-48ca-9815-e8a1e541e54b",
"roles": [
"contributor"
],
"person": {
"id": "1e3c855b-7e92-430a-89f6-ff13a76c0841",
"name": "Tuuli Miinalainen",
"email": "<hidden>"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "ee8d097a-fadb-4f22-a1ad-14839411b751",
"roles": [
"contributor"
],
"person": {
"id": "138b377f-c180-446d-8b36-22dc6834b3f1",
"name": "Tea Thum"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "This data set contains QUINCY simulation data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using remotely-sensed data\", submitted to the Biogeosciences journal. \n\nThe data set includes QUINCY simulation data for the PLUMBER2 and GLOBAL sites, years 1989-2018."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-05-06",
"keyword": [
"terrestrial biosphere model",
"Earth observation",
"model evaluation"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/bfab7683-ec2a-4a15-a428-a8ae17a2bb1f",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.6a3849a7694b4f4a9efba39abde734af",
"pid_generated_by_fairdata": false,
"projects": [
{
"id": "d6ccae50-3061-4816-bb66-a8cbb718a5c9",
"title": {
"en": "Data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using remotely-sensed data\""
},
"participating_organizations": [
{
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "99fd3099-15c2-4969-bd63-0fe0851cfd54",
"pref_label": {
"en": "Research Council of Finland"
}
},
"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": "RESEMON330165"
},
{
"funder": {
"organization": {
"id": "99fd3099-15c2-4969-bd63-0fe0851cfd54",
"pref_label": {
"en": "Research Council of Finland"
}
},
"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": "ACCC flagship337552"
}
]
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.f8ab5f4ed6534b1597a2db73cc5175ff",
"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": "c6f0457f-cf9e-47bb-8762-6d3cc0bce29c",
"url": "http://www.w3.org/ns/adms#next",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has next version",
"fi": "Seuraava versio"
}
},
"metax_ids": [
"d67d120a-d5ce-4ea3-afb1-451c17947de5"
]
}
],
"remote_resources": [
{
"title": {
"en": "GLOBAL_QUINCY_default.zip"
},
"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://fmi.b2share.csc.fi/records/6a3849a7694b4f4a9efba39abde734af"
},
{
"title": {
"en": "PLUMBER2_QUINCY_alter_n_frac.zip"
},
"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://fmi.b2share.csc.fi/records/6a3849a7694b4f4a9efba39abde734af"
},
{
"title": {
"en": "PLUMBER2_QUINCY_c_only.zip"
},
"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://fmi.b2share.csc.fi/records/6a3849a7694b4f4a9efba39abde734af"
},
{
"title": {
"en": "PLUMBER2_QUINCY_default_increased_chl.zip"
},
"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://fmi.b2share.csc.fi/records/6a3849a7694b4f4a9efba39abde734af"
},
{
"title": {
"en": "PLUMBER2_QUINCY_default.zip"
},
"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://fmi.b2share.csc.fi/records/6a3849a7694b4f4a9efba39abde734af"
}
],
"spatial": [
{
"geographic_name": "global",
"custom_wkt": [
"POLYGON ((-180 -90, -60 -90, 60 -90, 180 -90, 180 0, 180 90, 60 90, -60 90, -180 90, -180 0, -180 -90))"
],
"geolocations": {
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"geometry": {
"type": "Polygon",
"coordinates": [
[
[
-180.0,
-90.0
],
[
-60.0,
-90.0
],
[
60.0,
-90.0
],
[
180.0,
-90.0
],
[
180.0,
0.0
],
[
180.0,
90.0
],
[
60.0,
90.0
],
[
-60.0,
90.0
],
[
-180.0,
90.0
],
[
-180.0,
0.0
],
[
-180.0,
-90.0
]
]
]
},
"bbox": [
-180.0,
-90.0,
180.0,
90.0
]
}
]
}
}
],
"state": "published",
"temporal": [
{
"start_date": "1988-12-31",
"end_date": "2018-12-30"
}
],
"theme": [],
"title": {
"en": "Data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using remotely-sensed data\""
},
"created": "2025-06-11T14:36:25Z",
"modified": "2025-10-07T07:13:48Z",
"dataset_versions": [
{
"id": "db7ecd65-0efe-4528-994b-fe8967f573d8",
"title": {
"en": "Data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using remotely-sensed data\""
},
"persistent_identifier": "doi:10.57707/fmi-b2share.6a3849a7694b4f4a9efba39abde734af",
"state": "published",
"created": "2025-06-11T14:36:25Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-06-11T14:36:25Z",
"record_modified": "2025-10-07T07:13:49Z"
},
{
"id": "d67d120a-d5ce-4ea3-afb1-451c17947de5",
"access_rights": {
"id": "0927c2d3-bfdd-4d25-8923-5eaf8119c0ce",
"license": [
{
"id": "f88e0ace-d8ce-46dd-a1b6-f533035a8a0d",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-NC-ND-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)",
"fi": "Creative Commons Nimeä-EiKaupallinen-EiMuutoksia 4.0 Kansainvälinen (CC BY-NC-ND 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": "ba6e5f10-8244-428c-9196-15fcaf8c2f28",
"roles": [
"creator"
],
"person": {
"id": "ffe8a797-def8-4fff-a05b-381d7107c63c",
"name": "Miinalainen, Tuuli"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "adbef1dc-252b-43a0-8d58-8b2d90c0b9b3",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "22ae54e1-20a3-49fa-b9d3-9b772c1cf5df",
"roles": [
"contributor"
],
"person": {
"id": "608272cb-b19a-47c2-9493-d64317ac2d27",
"name": "Tuuli Miinalainen",
"email": "<hidden>"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "b220bb21-5208-4803-8b0a-cb32737e0b44",
"roles": [
"contributor"
],
"person": {
"id": "75251372-fdc8-410c-8419-dc71a1980da4",
"name": "Tea Thum"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "f6234ed9-73c1-4999-8ecd-7d7b3f58307b",
"roles": [
"contributor"
],
"person": {
"id": "4daf539a-fde7-4b9e-b5df-4cf191f8262c",
"name": "Mika Aurela"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "63a9672b-91bb-43eb-818d-d7208f7c9db4",
"roles": [
"contributor"
],
"person": {
"id": "ceb289d4-8177-4ba0-9b35-768dc954ed7c",
"name": "Holly Croft"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "This data set contains QUINCY simulation data and observational data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using space-born optical remotely-sensed data\", submitted to the Biogeosciences journal. The observation data includes in-situ observations of fraction of absorbed photosynthetically active radiation (fAPAR) for the Sodankylä site, and post-processed remote sensing leaf chlorophyll content data for the PLUMBER2 and GLOBAL sites. The post-processed remote sensing leaf chlorophyll data is based on the global leaf chlorophyll product by Dr. H. Croft (See Croft et al., 2020), and the product is derived from the MERIS satellite data.\n\nThe data set includes QUINCY simulation data for the PLUMBER2 and GLOBAL sites. Depending on the site, the simulated data covers years 1989-2018. The in-situ fAPAR for the Sodankylä site is for years 2021--2024. The post-processed remote sensing chlorophyll is for years 2003-2011, depending on the site."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-09-12",
"keyword": [
"terrestrial biosphere model",
"Earth observation",
"model evaluation"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/1a15a57f-70ff-430a-b813-8dc5d03c6f3c",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.f8ab5f4ed6534b1597a2db73cc5175ff",
"pid_generated_by_fairdata": false,
"projects": [
{
"id": "62fb3f04-388c-41d4-8afe-8dce0f82346f",
"title": {
"en": "Data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using space-born optical remotely-sensed data\""
},
"participating_organizations": [
{
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "8414319a-ebb0-4289-9ed7-cac91d0bc189",
"pref_label": {
"en": "Research Council of Finland"
}
},
"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": "RESEMON330165"
},
{
"funder": {
"organization": {
"id": "8414319a-ebb0-4289-9ed7-cac91d0bc189",
"pref_label": {
"en": "Research Council of Finland"
}
},
"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": "ACCC flagship337552"
}
]
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.6a3849a7694b4f4a9efba39abde734af",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"db7ecd65-0efe-4528-994b-fe8967f573d8"
]
}
],
"remote_resources": [
{
"title": {
"en": "GLOBAL_postprocessed_RS_chl.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "GLOBAL_QUINCY_default.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "PLUMBER2_postprocessed_RS_chl.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "PLUMBER2_QUINCY_alter_n_frac.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "PLUMBER2_QUINCY_c_only.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "PLUMBER2_QUINCY_default_increased_chl.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "PLUMBER2_QUINCY_default.zip"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
},
{
"title": {
"en": "Sodankyla_FAPAR_2021-2024.xlsx"
},
"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://fmi.b2share.csc.fi/records/f8ab5f4ed6534b1597a2db73cc5175ff"
}
],
"spatial": [
{
"geographic_name": "global",
"custom_wkt": [
"POLYGON ((-180 -90, -60 -90, 60 -90, 180 -90, 180 0, 180 90, 60 90, -60 90, -180 90, -180 0, -180 -90))"
],
"geolocations": {
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"geometry": {
"type": "Polygon",
"coordinates": [
[
[
-180.0,
-90.0
],
[
-60.0,
-90.0
],
[
60.0,
-90.0
],
[
180.0,
-90.0
],
[
180.0,
0.0
],
[
180.0,
90.0
],
[
60.0,
90.0
],
[
-60.0,
90.0
],
[
-180.0,
90.0
],
[
-180.0,
0.0
],
[
-180.0,
-90.0
]
]
]
},
"bbox": [
-180.0,
-90.0,
180.0,
90.0
]
}
]
}
}
],
"state": "published",
"temporal": [
{
"start_date": "1988-12-31",
"end_date": "2018-12-30"
}
],
"theme": [],
"title": {
"en": "Data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using space-born optical remotely-sensed data\""
},
"created": "2025-10-07T07:13:25Z",
"modified": "2025-10-07T07:13:25Z",
"dataset_versions": [
{
"id": "d67d120a-d5ce-4ea3-afb1-451c17947de5",
"title": {
"en": "Data for the manuscript \"Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using space-born optical remotely-sensed data\""
},
"persistent_identifier": "doi:10.57707/fmi-b2share.f8ab5f4ed6534b1597a2db73cc5175ff",
"state": "published",
"created": "2025-10-07T07:13:25Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-07T07:13:25Z",
"record_modified": "2025-10-07T07:13:27Z"
},
{
"id": "5adad3e2-cbb4-4740-b2d5-767359934c49",
"access_rights": {
"id": "56a6bf46-a54a-4c9d-a82a-cc3607c99009",
"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": "6fe37068-1611-4c50-a98c-85a173a83532",
"roles": [
"creator"
],
"person": {
"id": "3ad376ac-99c1-4330-a5ae-641660da2c03",
"name": "Teppo Järvinen",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0003-3713-956X"
},
"organization": {
"id": "36a09061-6ce4-4954-b4ef-5caa311474de",
"pref_label": {
"en": "Lääketieteellinen tiedekunta",
"fi": "Lääketieteellinen tiedekunta",
"sv": "Lääketieteellinen tiedekunta",
"und": "Lääketieteellinen tiedekunta"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901-H30",
"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"
}
}
},
{
"id": "6ab33f8a-1f9a-47da-8902-3f8b861aee2e",
"roles": [
"publisher"
],
"organization": {
"id": "36a09061-6ce4-4954-b4ef-5caa311474de",
"pref_label": {
"en": "Lääketieteellinen tiedekunta",
"fi": "Lääketieteellinen tiedekunta",
"sv": "Lääketieteellinen tiedekunta",
"und": "Lääketieteellinen tiedekunta"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901-H30",
"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"
}
}
}
],
"bibliographic_citation": "FIMPACT 10-year data",
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "An anonymised dataset comprising all individual-level data used for the primary and secondary analyses of the FIMPACT trial 10-year follow-up."
},
"field_of_science": [
{
"id": "894a47f8-9b97-4bae-b735-daf3817aeef3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3126",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Surgery, anesthesiology, intensive care, radiology",
"fi": "Kirurgia, anestesiologia, tehohoito, radiologia",
"sv": "Kirurgi, anestesiologi, intensivvård, radiologi"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2015591",
"total_files_count": 2,
"total_files_size": 126435
},
"infrastructure": [],
"issued": "2025-10-03",
"keyword": [
"Shoulder",
"Acromioplasty",
"Impingement",
"Physiotherapy",
"Placebo",
"Sham",
"Randomised"
],
"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": "f82a4cc9-bea8-4d47-bbbe-d1e3d27dc22b",
"organization": "helsinki.fi",
"admin_organization": "helsinki.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-1187624b-4db5-3f82-9f54-825d841a6593",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "741f9c3a-8a90-4107-8b79-87a9e9dada8b",
"title": {
"en": "FIMPACT"
},
"project_identifier": "2015517",
"participating_organizations": [
{
"id": "36a09061-6ce4-4954-b4ef-5caa311474de",
"pref_label": {
"en": "Lääketieteellinen tiedekunta",
"fi": "Lääketieteellinen tiedekunta",
"sv": "Lääketieteellinen tiedekunta",
"und": "Lääketieteellinen tiedekunta"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901-H30",
"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"
}
}
],
"funding": []
}
],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "FIMPACT: 10-year follow-up data"
},
"created": "2025-10-03T08:17:44Z",
"modified": "2025-10-03T09:31:47Z",
"dataset_versions": [
{
"id": "45f714d1-b76c-4b0e-bc54-43a77178f1d8",
"title": {
"en": "FIMPACT: 10-year follow-up data"
},
"persistent_identifier": "doi:10.23729/fd-d323a34b-f698-3bc6-b38d-9c93aeadbe74",
"state": "published",
"created": "2025-11-07T10:29:27Z",
"version": 2
},
{
"id": "5adad3e2-cbb4-4740-b2d5-767359934c49",
"title": {
"en": "FIMPACT: 10-year follow-up data"
},
"persistent_identifier": "doi:10.23729/fd-1187624b-4db5-3f82-9f54-825d841a6593",
"state": "published",
"created": "2025-10-03T08:17:44Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-03T08:17:45Z",
"record_modified": "2025-10-03T09:31:51Z"
},
{
"id": "01e9e742-4ee1-434e-a181-19ca5c7488cc",
"access_rights": {
"id": "9d9c60c4-b8fa-4238-aa26-e2da515fa66d",
"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": "1e1f40c5-e58e-4956-9554-baa9b2115072",
"roles": [
"creator"
],
"person": {
"id": "e2a8d655-97b7-417f-8d45-ea9984910639",
"name": "Leskinen, Juha"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "a3b7b918-51ce-4eaa-ad8e-c7710c275cd3",
"roles": [
"creator"
],
"person": {
"id": "5cf03675-7a0f-4f2b-8f38-9e61153e1b47",
"name": "Backman, Leif"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "042e5807-ecc6-487b-a00e-aeb6d4765a54",
"roles": [
"creator"
],
"person": {
"id": "e3f47e73-d91d-4bae-ae32-91cd8768cde4",
"name": "Markkanen, Tiina"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c0c7b2b9-73b5-4543-b59e-6a104b5ccb66",
"roles": [
"creator"
],
"person": {
"id": "dfad7372-5bd7-4609-b4be-53a5a51fab72",
"name": "Lintunen, Jussi"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "90eb685a-4157-429c-8ae2-032aef3ced7e",
"roles": [
"creator"
],
"person": {
"id": "2bd110a4-5174-4206-8e73-53a530a4bd38",
"name": "Aalto, Tuula"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "2a9cc872-24f2-4538-b690-4dc0ddbeeb6b",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "This material includes the supplementary figures, details of the harvest scenarios, model output and information related to the metric time dependent mission equivalence (TDEE), related to the manuscript \"Effect of future forest management on carbon and energy budgets in pine forests on mineral soil in southern Finland\" by Leskinen et al. \"Harvest_scenarios.zip\" consists of the age-class distribution fractions in the three harvest scenarios used with 5-year intervals from 2010 to 2050. \"JSBACH_output_2010_2054.zip\" has the raw daily model output data of relevant variables for the harvest scenarios, under RCP 4.5 and RCP 8.5 climate scenarios, ran with three climate models CanESM2, CNRM-CM5 and MIROC5. \"TDEE.zip\" consists of the code used to convert radiative forcing to carbon equivalence, with additional files for CO2 concentration under both RCP 4.5 and RCP 8.5, as well as the atmospheric decay matrix for CO2."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-10-02",
"keyword": [
"Forestry, Climate change, Carbon budget, Water budget, CO2 equivalent"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/f8293c4e-bb61-4446-a8a1-aa2842cb6107",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.183309f91f4a48ceac70f05712714f97",
"pid_generated_by_fairdata": false,
"projects": [
{
"id": "f513b23a-aede-4aa5-9ab4-cd723e34ea14",
"title": {
"en": "Data for manuscript \"Effect of future forest management on carbon and energy budgets in pine forests on mineral soil in southern Finland\" by Leskinen et al."
},
"participating_organizations": [
{
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "ba930e60-3a8d-41e3-952c-bad64c527eb1",
"pref_label": {
"en": "Research Council of Finland"
}
},
"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"
}
}
}
}
]
}
],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Harvest_scenarios.zip"
},
"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://fmi.b2share.csc.fi/records/183309f91f4a48ceac70f05712714f97"
},
{
"title": {
"en": "JSBACH_output_2010_2054.zip"
},
"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://fmi.b2share.csc.fi/records/183309f91f4a48ceac70f05712714f97"
},
{
"title": {
"en": "TDEE.zip"
},
"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://fmi.b2share.csc.fi/records/183309f91f4a48ceac70f05712714f97"
}
],
"spatial": [
{
"custom_wkt": [
"POINT (61.8 24.3)"
],
"geolocations": {
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [
61.8,
24.3
]
},
"bbox": [
61.8,
24.3,
61.8,
24.3
]
}
]
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2009-12-31",
"end_date": "2054-12-30"
}
],
"theme": [],
"title": {
"en": "Data for manuscript \"Effect of future forest management on carbon and energy budgets in pine forests on mineral soil in southern Finland\" by Leskinen et al."
},
"created": "2025-10-02T13:29:00Z",
"modified": "2025-10-02T13:29:00Z",
"dataset_versions": [
{
"id": "01e9e742-4ee1-434e-a181-19ca5c7488cc",
"title": {
"en": "Data for manuscript \"Effect of future forest management on carbon and energy budgets in pine forests on mineral soil in southern Finland\" by Leskinen et al."
},
"persistent_identifier": "doi:10.57707/fmi-b2share.183309f91f4a48ceac70f05712714f97",
"state": "published",
"created": "2025-10-02T13:29:00Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-02T13:29:00Z",
"record_modified": "2025-10-02T13:29:01Z"
},
{
"id": "425922f5-c0f9-438b-b3d4-f8928d8f0c81",
"access_rights": {
"id": "aa676268-a954-4f79-9578-07a23ff961d0",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"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": "93fb2814-c290-41fc-a08c-1cc3f8628d20",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/copyright",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access due to copyright",
"fi": "Saatavuutta rajoitettu tekijäoikeuden perusteella",
"sv": "Begränsad åtkomst på grund av upphovsrätt"
}
}
],
"show_file_metadata": true
},
"actors": [
{
"id": "34af0556-b680-4cab-8e8f-276b7869a851",
"roles": [
"creator",
"publisher",
"curator"
],
"person": {
"id": "ed784d1f-792a-46f4-8243-19e0d9eb1b24",
"name": "Tapio Nojonen",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0009-0006-8056-3197"
},
"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": "725abb87-58de-4ed6-bf54-41cb54377106",
"roles": [
"contributor"
],
"person": {
"id": "da424760-aeb0-4fb7-835b-edb981a74fdb",
"name": "Filip Ginter",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0002-5484-6103"
},
"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": "d6daccc2-63d2-4802-bbe8-96b8c9ec4cad",
"roles": [
"contributor"
],
"person": {
"id": "eaeac65f-4a1b-4633-956c-ba8ad46a9875",
"name": "Kiia Korsu",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0009-0009-6412-1112"
},
"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": "de48c176-a582-472e-bcf1-7fb9d5bbdd8e",
"roles": [
"contributor"
],
"person": {
"id": "7d8f413e-9373-47b3-8a89-daf0be6db260",
"name": "Jenna Kanerva",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0003-4580-5366"
},
"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": "66f1d96a-2ed3-4564-b4ef-29e212705e3b",
"roles": [
"contributor"
],
"person": {
"id": "925af776-f844-436d-94b1-f75615e540a3",
"name": "Veronika Laippala",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0002-7635-429X"
},
"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": "634bdc53-c1ae-4980-af95-2f03a2a0b4fc",
"roles": [
"contributor"
],
"person": {
"id": "a24417aa-9f96-4758-a75b-18b6978e180b",
"name": "Mikko-Jussi Laakso",
"email": "<hidden>",
"external_identifier": "https://orcid.org/0000-0001-9163-2676"
},
"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"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "A corpus consisting of Finnish children's books intended to be read by children in Finnish basic education. We have named the corpus \"Turku Children's Book Corpus\", or TCBC for short, as it has been created by the TurkuNLP research group at the University of Turku.\n\nVersion 1.1 (released 2.10.2025):\n525 books in total, 175 per age group. A total of 360 fiction, 45 non-fiction, and 120 textbooks. Size ~20.2 million words.\n\nVersion 1.0 (released 13.6.2025):\n300 books in total, 100 per age group. A total of 210 fiction, 45 non-fiction, and 30 textbooks. Size ~11.6 million words.\n\nIn the dataset are the following files:\n- physically-scanned-imgs : Physically taken photos of each page in each physical book\n- elibrary-book-imgs : Images of each page in each e-book\n- google-doc-ai-layouts : OCR output from Google Document AI's Layout processor for the images of each book\n- corrected-raw-texts : Raw texts from the GoogleDocAI layouts. Manually checked to fix most OCR mistakes\n- trankit-jsons : Trankit output for each raw text file, used in creating the CoNLLU files\n- conllus : Full texts of books that have been morphosyntactically parsed with Universal Dependencies annotations and follow the CoNLLU file format\n- metadata : Various metadata files containing information on the books included in the dataset\n\nThere are different versions of TCBC and each version has been designed such that it contains and equal number of books per age group, which have been designated as ages 7-8 (also includes some books for younger children), 9-12, and 13+. There are also three different genres taken into account: novel, textbook, non-fiction and there is an equal number of books for each genre in each age group. There are also some additional books that have been partially processed, but not a part of the most recent version of the corpus to adhere to this rule. The list of the specific books for each version can be found in the metadata files."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "tuy5474",
"total_files_count": 0,
"total_files_size": 0
},
"infrastructure": [],
"issued": "2025-10-02",
"keyword": [
"corpus",
"children's literature",
"Finnish"
],
"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": "6527b4b6-f8e2-4590-b71c-e9729de75083",
"organization": "utu.fi",
"admin_organization": "utu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/fd-f59aa97d-2a4a-3471-8d51-5bee38de7a3b",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "9ac6846a-f835-434c-a42c-baa9f4340d5f",
"title": {
"en": "EDUCA Flagship"
},
"participating_organizations": [
{
"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": "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": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/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"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "8f22ed54-7903-4fe1-9602-9370b89e15d1",
"pref_label": {
"en": "Research Council of Finland",
"fi": "Suomen Akatemia",
"sv": "Finlands Akademi",
"und": "Suomen Akatemia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02458939",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
"funding_identifier": "#358924, #358947"
}
]
},
{
"id": "b57c2136-fc95-4dda-8b4d-d5c15c4016f3",
"title": {
"en": "EDUCA-Doc"
},
"participating_organizations": [
{
"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": "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": "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": "0b8d4246-66c2-4904-a382-127ee6c49cc9",
"pref_label": {
"en": "University of Lapland",
"fi": "Lapin yliopisto",
"sv": "Lapplands universitet",
"und": "Lapin yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01918",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/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": "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": "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": "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"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "be25e840-1d33-4b41-90d5-d36376c6ace9",
"pref_label": {
"en": "Ministry of Education and Culture",
"fi": "Ministry of Education and Culture",
"und": "Ministry of Education and Culture"
}
}
},
"funding_identifier": "#VN/3137/2024-OKM-4"
}
]
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "TCBLex"
},
"description": {
"en": "A psycholinguistics lexical database derived from TCBC"
},
"entity_identifier": "https://doi.org/10.5281/zenodo.15655581",
"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": "7cef1985-852a-4ba5-a1be-ffafd760726e",
"url": "http://purl.org/dc/terms/hasPart",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has part",
"fi": "Osa aineistoa"
}
},
"metax_ids": []
}
],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Turku Children's Book Corpus"
},
"created": "2025-10-02T10:21:30Z",
"modified": "2025-10-02T11:00:40Z",
"dataset_versions": [
{
"id": "425922f5-c0f9-438b-b3d4-f8928d8f0c81",
"title": {
"en": "Turku Children's Book Corpus"
},
"persistent_identifier": "doi:10.23729/fd-f59aa97d-2a4a-3471-8d51-5bee38de7a3b",
"state": "published",
"created": "2025-10-02T10:21:30Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-02T10:21:30Z",
"record_modified": "2025-10-02T11:00:44Z"
},
{
"id": "761d57e5-6037-478b-8afe-d9a4509404d2",
"access_rights": {
"id": "d789646b-5e17-4f02-a4ac-c1911ed07afd",
"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": "7fe1ea41-bee7-437f-8af1-c6d0ad867544",
"roles": [
"creator"
],
"person": {
"id": "72782070-fa6c-42ec-a944-bf8e4cbd9621",
"name": "Korhonen, Natalia"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "51857335-3bbd-4a33-9464-88c4478d7366",
"roles": [
"creator"
],
"person": {
"id": "2aeabc08-e13a-4577-b80d-e7eb561afe21",
"name": "Laapas, Mikko"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "52594dfd-5a3e-45c5-a565-7b5a218d47f3",
"roles": [
"creator"
],
"person": {
"id": "ba1b1651-1e32-442c-a56f-80c03c1e5062",
"name": "Kühn, Thomas"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "647697c3-4c2e-4924-b5a7-eca9543a27d9",
"roles": [
"creator"
],
"person": {
"id": "b937ea3b-17a9-459a-987b-38a46f57c122",
"name": "Pirinen, Pentti"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "68c47218-4424-41e3-8d95-a93b76d167b4",
"roles": [
"creator"
],
"person": {
"id": "3780faec-d11d-461b-889c-d2ac9ed7a70f",
"name": "Gregow, Hilppa"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "ca78db66-f4b9-4f43-a864-eff94d83dc6e",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "Contains measurement data of air temperature for the manuscript “Real-time measurements of micro-climatic temperature and relative humidity in the Finnish cities of Tampere, Helsinki and Rovaniemi” by Kühn et al. (in preparation) of 12 measurement stations in Rovaniemi.\n\nTechnical Info:\nNB: update on 3.9.2025, file Rovaniemi_202508.dat added.\n\nThe measurements were conducted at a height of 3 m in the locations listed in Rovaniemi_Table1.txt during 3.6.2025-31.08.2025. Each measurement station consisted of three parts: a temperature and humidity sensor, a solar radiation shield, and an Internet of Things (IoT) device, which collected the measurement data and communicated them to a server via Long Range Wide Area Network (LoRaWAN). Temperature and relative humidity (RH) were measured by one integrated sensor, the Digital Matter I2C Temperature and Humidity Sensor [https://www.digitalmatter.com/wp-content/uploads/2020/09/I2C-Temperature-and-Humidity-Sensor-Datasheet.pdf] Within the sensor, the temperature and RH were measured using the Silicon Labs Si7021-A20 I2C Humidity and Temperature Sensor chip. The chip is factory calibrated and has maximum operating ranges of 0% to 100% RH and -40°C to +125°C temperature. The measurement accuracy for temperature is maximum ±0.4°C if the ambient temperature is between -10°C and 85°C. The measurement accuracy of the chip is maximum ±3% RH if the ambient RH is between 0% and 80%.\n\nThe Temperature and Humidity Sensor was protected by a radiation shield to minimize the influence of direct sunlight and thermal radiation on the measurements. The radiation shield (height 11.5 cm, radius 14 cm) was made of white plastic and consisted of 9 ventilated plates stacked in a cylindrical design allowing for adequate airflow while shielding the sensor from external radiation.\n\nQuality check\nThe temperature data was quality checked using a multi-step procedure. First, values were screened based on long-term climatological daily minimum and maximum temperatures derived from 10 km × 10 km resolution gridded temperature data for the Tampere region (Aalto et al., 2016). Measurements falling clearly outside the climatological range were removed. Subsequently, remaining values were filtered based on statistical properties of the measurements, using median and median absolute deviation (MAD) over short time intervals to identify and remove outliers. A final threshold based on deviations from the local median was applied to exclude any remaining extreme values.\n\nThe Local Climate Zones (LCZs) in Rovaniemi_Table1_New. have been defined for each measurement station following the Global LCZ data (Demuzere 2022a, Demuzere, et al. 2022b) based on the Local Climate Zone (LCZ) Classification system by Stewart and Oke (2012).\n\nTable Of Contents:\n\nThe descriptions of the measurement stations are in Rovaniemi_Table1.txt.\nColumns\n1. Station_code\n2. Station_id\n3. latitude\n4. longitude\n5. elevation above mean se alevel (m)\n6. LCZ_global_point (LCZ at the grid point nearest to the measurement station)\n7. LCZ_global_r200 (Mode of the LCZs within a 200-meter radius around the measurement station)\n\nThe data (hourly Temperature) of each the measurements are in ASCII (tabulator as separator) files Rovaniemi_YearMonth.dat, with Celsius as Unit and missing value -999.\nColumns:\n1. Station_code\n2. Timestamp(YMDHH24) UTC\n3. Mean temperature of the previous hour\n4. Minimum temperature of the previous hour\n5. Maximum temperature of the previous hour\n6. Standard deviation of the temperature measurements during the previous hour\n7. Number of measurements during the previous hour (usually 12)\n\nReferences:\nAalto, J., Pirinen, P., & Jylhä, K. (2016). New gridded daily climatology of Finland: Permutation-based uncertainty estimates and temporal trends in climate. Journal of Geophysical Research: Atmospheres, 121(8), 3807–3823. https://doi.org/10.1002/2015JD024651\nStewart ID, Oke TR. Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 2012;93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022a): A global map of local climate zones to support earth system modelling and urban-scale environmental science, Earth Syst. Sci. Data, 14, 3835-3873, https://doi.org/10.5194/essd-14-3835-2022.\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022b): Global map of Local Climate Zones. Zenodo. https://doi.org/10.5281/zenodo.6364593."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-09-03",
"keyword": [
"urban climate",
"urban heat island"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/0b19a2a7-1fe1-4af1-a9f1-11dc7dd1574f",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.4a41187fdc384db68f894073652f3fa8",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.14f9057f08524deeafe3cb42e0f2294c",
"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": "c6f0457f-cf9e-47bb-8762-6d3cc0bce29c",
"url": "http://www.w3.org/ns/adms#next",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has next version",
"fi": "Seuraava versio"
}
},
"metax_ids": [
"1a9f601b-7dcc-4e83-a622-cd958582ec4d"
]
},
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.2c16313e236f4c52b30dd2511a345091",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"38a08f4e-645f-4796-8227-e474ec6c47ab"
]
}
],
"remote_resources": [
{
"title": {
"en": "Rovaniemi_202506.dat"
},
"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://fmi.b2share.csc.fi/records/4a41187fdc384db68f894073652f3fa8"
},
{
"title": {
"en": "Rovaniemi_202507.dat"
},
"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://fmi.b2share.csc.fi/records/4a41187fdc384db68f894073652f3fa8"
},
{
"title": {
"en": "Rovaniemi_202508.dat"
},
"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://fmi.b2share.csc.fi/records/4a41187fdc384db68f894073652f3fa8"
},
{
"title": {
"en": "Rovaniemi_Table1.txt"
},
"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://fmi.b2share.csc.fi/records/4a41187fdc384db68f894073652f3fa8"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2025-06-02",
"end_date": "2025-08-31"
}
],
"theme": [],
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Rovaniemi"
},
"created": "2025-09-03T06:46:58Z",
"modified": "2025-10-01T14:03:04Z",
"dataset_versions": [
{
"id": "761d57e5-6037-478b-8afe-d9a4509404d2",
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Rovaniemi"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.4a41187fdc384db68f894073652f3fa8",
"state": "published",
"created": "2025-09-03T06:46:58Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-09-03T06:46:59Z",
"record_modified": "2025-10-01T14:03:05Z"
},
{
"id": "1a9f601b-7dcc-4e83-a622-cd958582ec4d",
"access_rights": {
"id": "000e438d-5abb-4051-a482-92c5ade07789",
"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": "ba0998d0-c700-40f4-8068-3c88715acf73",
"roles": [
"creator"
],
"person": {
"id": "e50cc923-3b06-4021-98b8-f50d07bc42b3",
"name": "Korhonen, Natalia"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e4d2f99d-8b08-410c-bc20-d4e8e25ce48b",
"roles": [
"creator"
],
"person": {
"id": "c275b246-b7ce-485d-8e38-e296f46e6e63",
"name": "Laapas, Mikko"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "726bddc2-ee11-42a7-bc21-fb23d78dc36f",
"roles": [
"creator"
],
"person": {
"id": "9a91ecb5-7c46-4972-9272-4af5930b2525",
"name": "Kühn, Thomas"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "dcd1a8e4-80c2-427d-976c-853867333c43",
"roles": [
"creator"
],
"person": {
"id": "bd268c66-7feb-4331-b2d8-baf249851ed6",
"name": "Pirinen, Pentti"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "f0d83524-6a6b-4daa-9021-534a6b40b67e",
"roles": [
"creator"
],
"person": {
"id": "fc816791-3c19-4bbe-a39e-ec29cfbf047d",
"name": "Gregow, Hilppa"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "4e8a5b27-7984-494d-befe-0192cdf9f8a8",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "Contains measurement data of air temperature for the manuscript “Real-time measurements of micro-climatic temperature and relative humidity in the Finnish cities of Tampere, Helsinki and Rovaniemi” by Kühn et al. (in preparation) of 12 measurement stations in Rovaniemi.\n\nTechnical Info:\nNB: update on 1.10.2025, file Rovaniemi_202509.dat added.\n\nThe measurements were conducted at a height of 3 m in the locations listed in Rovaniemi_Table1.txt during 3.6.2025-30.09.2025. Each measurement station consisted of three parts: a temperature and humidity sensor, a solar radiation shield, and an Internet of Things (IoT) device, which collected the measurement data and communicated them to a server via Long Range Wide Area Network (LoRaWAN). Temperature and relative humidity (RH) were measured by one integrated sensor, the Digital Matter I2C Temperature and Humidity Sensor [https://www.digitalmatter.com/wp-content/uploads/2020/09/I2C-Temperature-and-Humidity-Sensor-Datasheet.pdf] Within the sensor, the temperature and RH were measured using the Silicon Labs Si7021-A20 I2C Humidity and Temperature Sensor chip. The chip is factory calibrated and has maximum operating ranges of 0% to 100% RH and -40°C to +125°C temperature. The measurement accuracy for temperature is maximum ±0.4°C if the ambient temperature is between -10°C and 85°C. The measurement accuracy of the chip is maximum ±3% RH if the ambient RH is between 0% and 80%.\n\nThe Temperature and Humidity Sensor was protected by a radiation shield to minimize the influence of direct sunlight and thermal radiation on the measurements. The radiation shield (height 11.5 cm, radius 14 cm) was made of white plastic and consisted of 9 ventilated plates stacked in a cylindrical design allowing for adequate airflow while shielding the sensor from external radiation.\n\nQuality check\nThe temperature data was quality checked using a multi-step procedure. First, values were screened based on long-term climatological daily minimum and maximum temperatures derived from 10 km × 10 km resolution gridded temperature data for the Tampere region (Aalto et al., 2016). Measurements falling clearly outside the climatological range were removed. Subsequently, remaining values were filtered based on statistical properties of the measurements, using median and median absolute deviation (MAD) over short time intervals to identify and remove outliers. A final threshold based on deviations from the local median was applied to exclude any remaining extreme values.\n\nThe Local Climate Zones (LCZs) in Rovaniemi_Table1_New. have been defined for each measurement station following the Global LCZ data (Demuzere 2022a, Demuzere, et al. 2022b) based on the Local Climate Zone (LCZ) Classification system by Stewart and Oke (2012).\n\nTable Of Contents:\n\nThe descriptions of the measurement stations are in Rovaniemi_Table1.txt.\nColumns\n1. Station_code\n2. Station_id\n3. latitude\n4. longitude\n5. elevation above mean se alevel (m)\n6. LCZ_global_point (LCZ at the grid point nearest to the measurement station)\n7. LCZ_global_r200 (Mode of the LCZs within a 200-meter radius around the measurement station)\n\nThe data (hourly Temperature) of each the measurements are in ASCII (tabulator as separator) files Rovaniemi_YearMonth.dat, with Celsius as Unit and missing value -999.\nColumns:\n1. Station_code\n2. Timestamp(YMDHH24) UTC\n3. Mean temperature of the previous hour\n4. Minimum temperature of the previous hour\n5. Maximum temperature of the previous hour\n6. Standard deviation of the temperature measurements during the previous hour\n7. Number of measurements during the previous hour (usually 12)\n\nReferences:\nAalto, J., Pirinen, P., & Jylhä, K. (2016). New gridded daily climatology of Finland: Permutation-based uncertainty estimates and temporal trends in climate. Journal of Geophysical Research: Atmospheres, 121(8), 3807–3823. https://doi.org/10.1002/2015JD024651\nStewart ID, Oke TR. Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 2012;93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022a): A global map of local climate zones to support earth system modelling and urban-scale environmental science, Earth Syst. Sci. Data, 14, 3835-3873, https://doi.org/10.5194/essd-14-3835-2022.\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022b): Global map of Local Climate Zones. Zenodo. https://doi.org/10.5281/zenodo.6364593."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-10-01",
"keyword": [
"urban climate",
"urban heat island"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/c4b57010-b3e6-4499-8398-89cf44e7dd6e",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.14f9057f08524deeafe3cb42e0f2294c",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.4a41187fdc384db68f894073652f3fa8",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"761d57e5-6037-478b-8afe-d9a4509404d2"
]
}
],
"remote_resources": [
{
"title": {
"en": "Rovaniemi_202506.dat"
},
"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://fmi.b2share.csc.fi/records/14f9057f08524deeafe3cb42e0f2294c"
},
{
"title": {
"en": "Rovaniemi_202507.dat"
},
"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://fmi.b2share.csc.fi/records/14f9057f08524deeafe3cb42e0f2294c"
},
{
"title": {
"en": "Rovaniemi_202508.dat"
},
"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://fmi.b2share.csc.fi/records/14f9057f08524deeafe3cb42e0f2294c"
},
{
"title": {
"en": "Rovaniemi_202509.dat"
},
"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://fmi.b2share.csc.fi/records/14f9057f08524deeafe3cb42e0f2294c"
},
{
"title": {
"en": "Rovaniemi_Table1.txt"
},
"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://fmi.b2share.csc.fi/records/14f9057f08524deeafe3cb42e0f2294c"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2025-06-02",
"end_date": "2025-09-30"
}
],
"theme": [],
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Rovaniemi"
},
"created": "2025-10-01T14:03:00Z",
"modified": "2025-10-01T14:03:00Z",
"dataset_versions": [
{
"id": "1a9f601b-7dcc-4e83-a622-cd958582ec4d",
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Rovaniemi"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.14f9057f08524deeafe3cb42e0f2294c",
"state": "published",
"created": "2025-10-01T14:03:00Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-01T14:03:00Z",
"record_modified": "2025-10-01T14:03:01Z"
},
{
"id": "24e1bcac-0e28-4fb9-b4c1-58c95caf38d8",
"access_rights": {
"id": "e4f1ec1d-53ef-437c-8fa6-584a8e5d8904",
"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": "154ffbe5-2023-4a38-85cd-95f507d7452c",
"roles": [
"creator"
],
"person": {
"id": "cc838d28-b7e2-4e20-93ce-898b78d11613",
"name": "Korhonen, Natalia"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "7d79345a-1839-47b9-b7fc-f17e5dd398bd",
"roles": [
"creator"
],
"person": {
"id": "d5166839-8856-4a94-b62f-cc6f3e655d32",
"name": "Laapas, Mikko"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "5cc90290-cb38-454f-886a-00d82083518e",
"roles": [
"creator"
],
"person": {
"id": "84f18012-dc98-4aa6-8638-52cd46c99ac4",
"name": "Kühn, Thomas"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "14d443ff-42a9-4727-aa45-dc423394604d",
"roles": [
"creator"
],
"person": {
"id": "b1fb0ce6-8e80-4eab-b8b3-70f62e7f7756",
"name": "Pirinen, Pentti"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "29829e51-d0bd-4a34-b8fe-31b53e23d723",
"roles": [
"creator"
],
"person": {
"id": "96ac1ac6-13e2-44dc-9c55-7e2b58677d57",
"name": "Gregow, Hilppa"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "02cf92a8-f729-4160-8eab-6c616f85ffc4",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "Contains measurement data of air temperature for the manuscript “Real-time measurements of micro-climatic temperature and relative humidity in the Finnish cities of Tampere, Helsinki and Rovaniemi” by Kühn et al. (in preparation) of 30 measurement stations in Helsinki.\n\nTechnical Info:\n\nNB:update on 3.9.2025: file \nHelsinki_202508.dat added.\n\nThe measurements were conducted at a height of 3 m in the locations listed in Helsinki_Table1_New.txt during 12/2024-08/2025. Each measurement station consisted of three parts: a temperature and humidity sensor, a solar radiation shield, and an Internet of Things (IoT) device, which collected the measurement data and communicated them to a server via Long Range Wide Area Network (LoRaWAN). Temperature and relative humidity (RH) were measured by one integrated sensor, the Digital Matter I2C Temperature and Humidity Sensor [https://www.digitalmatter.com/wp-content/uploads/2020/09/I2C-Temperature-and-Humidity-Sensor-Datasheet.pdf] Within the sensor, the temperature and RH were measured using the Silicon Labs Si7021-A20 I2C Humidity and Temperature Sensor chip. The chip is factory calibrated and has maximum operating ranges of 0% to 100% RH and -40°C to +125°C temperature. The measurement accuracy for temperature is maximum ±0.4°C if the ambient temperature is between -10°C and 85°C. The measurement accuracy of the chip is maximum ±3% RH if the ambient RH is between 0% and 80%.\n\nThe Temperature and Humidity Sensor was protected by a radiation shield to minimize the influence of direct sunlight and thermal radiation on the measurements. The radiation shield (height 11.5 cm, radius 14 cm) was made of white plastic and consisted of 9 ventilated plates stacked in a cylindrical design allowing for adequate airflow while shielding the sensor from external radiation.\n\nQuality check\nThe temperature data was quality checked using a multi-step procedure. First, values were screened based on long-term climatological daily minimum and maximum temperatures derived from 10 km × 10 km resolution gridded temperature data for the Tampere region (Aalto et al., 2016). Measurements falling clearly outside the climatological range were removed. Subsequently, remaining values were filtered based on statistical properties of the measurements, using median and median absolute deviation (MAD) over short time intervals to identify and remove outliers. A final threshold based on deviations from the local median was applied to exclude any remaining extreme values.\n\nThe Local Climate Zones (LCZs) in Helsinki_Table1_New. have been defined for each measurement station following the Global LCZ data (Demuzere 2022a, Demuzere, et al. 2022b) based on the Local Climate Zone (LCZ) Classification system by Stewart and Oke (2012).\n\nTable Of Contents:\n\nThe descriptions of the measurement stations are in Helsinki_Table1_New.txt.\nColumns\n1. Station_code\n2. Station_id\n3. latitude\n4. longitude\n5. elevation above mean se alevel (m)\n6. LCZ_global_point (LCZ at the grid point nearest to the measurement station)\n7. LCZ_global_r200 (Mode of the LCZs within a 200-meter radius around the measurement station)\n\nThe data (hourly Temperature) of each the measurements are in ASCII (tabulator as separator) files Helsinki_YEAR.dat, with Celsius as Unit and missing value -999.\nColumns:\n1. Station_code\n2. Timestamp(YMDHH24) UTC\n3. Mean temperature of the previous hour\n4. Minimum temperature of the previous hour\n5. Maximum temperature of the previous hour\n6. Standard deviation of the temperature measurements during the previous hour\n7. Number of measurements during the previous hour (usually 12)\n\nReferences:\nAalto, J., Pirinen, P., & Jylhä, K. (2016). New gridded daily climatology of Finland: Permutation-based uncertainty estimates and temporal trends in climate. Journal of Geophysical Research: Atmospheres, 121(8), 3807–3823. https://doi.org/10.1002/2015JD024651\nStewart ID, Oke TR. Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 2012;93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022a): A global map of local climate zones to support earth system modelling and urban-scale environmental science, Earth Syst. Sci. Data, 14, 3835-3873, https://doi.org/10.5194/essd-14-3835-2022.\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022b): Global map of Local Climate Zones. Zenodo. https://doi.org/10.5281/zenodo.6364593."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-09-03",
"keyword": [
"urban climate",
"urban heat island"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/b4e9fe6f-5d12-4632-aec9-5da8f4376590",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.31be1098e6c440f0984c0ab53536863f",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.8a08f28b97e1472ab7c9246dc2975fca",
"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": "c6f0457f-cf9e-47bb-8762-6d3cc0bce29c",
"url": "http://www.w3.org/ns/adms#next",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has next version",
"fi": "Seuraava versio"
}
},
"metax_ids": [
"85618062-f700-4cb9-a7c7-7d7a3461aeed"
]
},
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.46b7e43b114b4e968e8aabdec60edc5d",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"62d17dca-07b1-43aa-b39f-63a507bac9c5"
]
}
],
"remote_resources": [
{
"title": {
"en": "Helsinki_202412.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202501.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202502.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202503_updated.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202504.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202505.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202506.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202507.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_202508.dat"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
},
{
"title": {
"en": "Helsinki_Table1_New.txt"
},
"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://fmi.b2share.csc.fi/records/31be1098e6c440f0984c0ab53536863f"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2024-11-30",
"end_date": "2025-08-31"
}
],
"theme": [],
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Helsinki"
},
"created": "2025-09-03T06:39:52Z",
"modified": "2025-10-01T14:01:28Z",
"dataset_versions": [
{
"id": "24e1bcac-0e28-4fb9-b4c1-58c95caf38d8",
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Helsinki"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.31be1098e6c440f0984c0ab53536863f",
"state": "published",
"created": "2025-09-03T06:39:52Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-09-03T06:39:52Z",
"record_modified": "2025-10-01T14:01:28Z"
},
{
"id": "85618062-f700-4cb9-a7c7-7d7a3461aeed",
"access_rights": {
"id": "48074115-15f4-40c8-8d7a-8a655386a27e",
"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": "f4fd335a-be76-4a50-a4c9-5cac846d92c2",
"roles": [
"creator"
],
"person": {
"id": "941470a6-9140-4e3d-bd0c-e0d9ad8a2056",
"name": "Korhonen, Natalia"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "24bb44b5-3125-413c-82ce-18d3e8b304f2",
"roles": [
"creator"
],
"person": {
"id": "d4c0ddf6-8994-421c-b296-5db820bcd2fb",
"name": "Laapas, Mikko"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e05d3b9c-b97f-49c7-842b-b37a9bcdb549",
"roles": [
"creator"
],
"person": {
"id": "203c07b7-9639-4f97-871e-7444f5b982ab",
"name": "Kühn, Thomas"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c52b88ad-b6c0-44ff-b789-1174bd8369a8",
"roles": [
"creator"
],
"person": {
"id": "62ee2d9d-4f50-4085-9026-5ee811f78bf3",
"name": "Pirinen, Pentti"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "2ba8d64f-2fda-4959-afea-dd7aa7284afb",
"roles": [
"creator"
],
"person": {
"id": "998c4b11-2c52-494b-9e40-0f9bb90b02bb",
"name": "Gregow, Hilppa"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "84712b57-342f-4e87-846a-b0968585a4f5",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "Contains measurement data of air temperature for the manuscript “Real-time measurements of micro-climatic temperature and relative humidity in the Finnish cities of Tampere, Helsinki and Rovaniemi” by Kühn et al. (in preparation) of 30 measurement stations in Helsinki.\n\nTechnical Info:\n\nNB:update on 1.10.2025: file \nHelsinki_202509.dat added.\n\nThe measurements were conducted at a height of 3 m in the locations listed in Helsinki_Table1_New.txt during 12/2024-09/2025. Each measurement station consisted of three parts: a temperature and humidity sensor, a solar radiation shield, and an Internet of Things (IoT) device, which collected the measurement data and communicated them to a server via Long Range Wide Area Network (LoRaWAN). Temperature and relative humidity (RH) were measured by one integrated sensor, the Digital Matter I2C Temperature and Humidity Sensor [https://www.digitalmatter.com/wp-content/uploads/2020/09/I2C-Temperature-and-Humidity-Sensor-Datasheet.pdf] Within the sensor, the temperature and RH were measured using the Silicon Labs Si7021-A20 I2C Humidity and Temperature Sensor chip. The chip is factory calibrated and has maximum operating ranges of 0% to 100% RH and -40°C to +125°C temperature. The measurement accuracy for temperature is maximum ±0.4°C if the ambient temperature is between -10°C and 85°C. The measurement accuracy of the chip is maximum ±3% RH if the ambient RH is between 0% and 80%.\n\nThe Temperature and Humidity Sensor was protected by a radiation shield to minimize the influence of direct sunlight and thermal radiation on the measurements. The radiation shield (height 11.5 cm, radius 14 cm) was made of white plastic and consisted of 9 ventilated plates stacked in a cylindrical design allowing for adequate airflow while shielding the sensor from external radiation.\n\nQuality check\nThe temperature data was quality checked using a multi-step procedure. First, values were screened based on long-term climatological daily minimum and maximum temperatures derived from 10 km × 10 km resolution gridded temperature data for the Tampere region (Aalto et al., 2016). Measurements falling clearly outside the climatological range were removed. Subsequently, remaining values were filtered based on statistical properties of the measurements, using median and median absolute deviation (MAD) over short time intervals to identify and remove outliers. A final threshold based on deviations from the local median was applied to exclude any remaining extreme values.\n\nThe Local Climate Zones (LCZs) in Helsinki_Table1_New. have been defined for each measurement station following the Global LCZ data (Demuzere 2022a, Demuzere, et al. 2022b) based on the Local Climate Zone (LCZ) Classification system by Stewart and Oke (2012).\n\nTable Of Contents:\n\nThe descriptions of the measurement stations are in Helsinki_Table1_New.txt.\nColumns\n1. Station_code\n2. Station_id\n3. latitude\n4. longitude\n5. elevation above mean se alevel (m)\n6. LCZ_global_point (LCZ at the grid point nearest to the measurement station)\n7. LCZ_global_r200 (Mode of the LCZs within a 200-meter radius around the measurement station)\n\nThe data (hourly Temperature) of each the measurements are in ASCII (tabulator as separator) files Helsinki_YEAR.dat, with Celsius as Unit and missing value -999.\nColumns:\n1. Station_code\n2. Timestamp(YMDHH24) UTC\n3. Mean temperature of the previous hour\n4. Minimum temperature of the previous hour\n5. Maximum temperature of the previous hour\n6. Standard deviation of the temperature measurements during the previous hour\n7. Number of measurements during the previous hour (usually 12)\n\nReferences:\nAalto, J., Pirinen, P., & Jylhä, K. (2016). New gridded daily climatology of Finland: Permutation-based uncertainty estimates and temporal trends in climate. Journal of Geophysical Research: Atmospheres, 121(8), 3807–3823. https://doi.org/10.1002/2015JD024651\nStewart ID, Oke TR. Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 2012;93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022a): A global map of local climate zones to support earth system modelling and urban-scale environmental science, Earth Syst. Sci. Data, 14, 3835-3873, https://doi.org/10.5194/essd-14-3835-2022.\nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022b): Global map of Local Climate Zones. Zenodo. https://doi.org/10.5281/zenodo.6364593."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-10-01",
"keyword": [
"urban climate",
"urban heat island"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/5b8bc45e-26a4-4f68-90ca-57f2710a8375",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.8a08f28b97e1472ab7c9246dc2975fca",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.31be1098e6c440f0984c0ab53536863f",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"24e1bcac-0e28-4fb9-b4c1-58c95caf38d8"
]
}
],
"remote_resources": [
{
"title": {
"en": "Helsinki_202412.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202501.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202502.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202503_updated.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202504.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202505.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202506.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202507.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202508.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_202509.dat"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
},
{
"title": {
"en": "Helsinki_Table1_New.txt"
},
"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://fmi.b2share.csc.fi/records/8a08f28b97e1472ab7c9246dc2975fca"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2024-11-30",
"end_date": "2025-09-30"
}
],
"theme": [],
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Helsinki"
},
"created": "2025-10-01T14:01:22Z",
"modified": "2025-10-01T14:01:22Z",
"dataset_versions": [
{
"id": "85618062-f700-4cb9-a7c7-7d7a3461aeed",
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Helsinki"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.8a08f28b97e1472ab7c9246dc2975fca",
"state": "published",
"created": "2025-10-01T14:01:22Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-01T14:01:22Z",
"record_modified": "2025-10-01T14:01:24Z"
},
{
"id": "d0210383-bb2d-4dfb-a87d-f4bb8a16cb5a",
"access_rights": {
"id": "08d92737-28ca-4d1e-b940-b1247c372c37",
"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": "cd031abc-ad96-4b10-ba0e-19bca6c66e10",
"roles": [
"creator"
],
"person": {
"id": "0671f016-14c4-4ee9-a3f7-326128c981e1",
"name": "Korhonen, Natalia"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "51cb0d31-c9d6-4148-9bb5-f9fb93cbaff0",
"roles": [
"creator"
],
"person": {
"id": "d7f2242c-77a0-4ee3-8cbc-c707c658a66c",
"name": "Kühn, Thomas"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "3ad06c37-c7ec-47f0-8d34-89c9ce02eeeb",
"roles": [
"creator"
],
"person": {
"id": "b73d92b5-6323-40b0-b700-1102d1c28f3d",
"name": "Laapas, Mikko"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "63e84c1d-f414-4135-ad35-b52d6e5858da",
"roles": [
"creator"
],
"person": {
"id": "a7cc525f-e196-4745-b9fe-25c8444dd1cf",
"name": "Pirinen, Pentti"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e3613115-fd91-40a9-bd68-764e41b094d2",
"roles": [
"creator"
],
"person": {
"id": "5e504a16-9d8f-4b9b-a7e4-534168b9a6c8",
"name": "Gregow, Hilppa"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d08b8690-e029-4bfd-b0b4-ddfd4ce2dfd6",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "Contains measurement data of air temperature for the manuscript “Real-time measurements of micro-climatic temperature and relative humidity in the Finnish cities of Tampere, Helsinki and Rovaniemi” by Kühn et al. (in preparation) of 23 measurement stations in Tampere. \n\nTechnical Info: \n\nNB: Update on 3.9.2025: data file\nTampere_20250.8dat\nadded.\n\nThe measurements were conducted at a height of 3 m in the locations listed in Tampere_Table1_New.txt during 07/2023-07/2025. Each measurement station consisted of three parts: a temperature and humidity sensor, a solar radiation shield, and an Internet of Things (IoT) device, which collected the measurement data and communicated them to a server via Long Range Wide Area Network (LoRaWAN). Temperature and relative humidity (RH) were measured by one integrated sensor, the Digital Matter I2C Temperature and Humidity Sensor [https://www.digitalmatter.com/wp-content/uploads/2020/09/I2C-Temperature-and-Humidity-Sensor-Datasheet.pdf] Within the sensor, the temperature and RH were measured using the Silicon Labs Si7021-A20 I2C Humidity and Temperature Sensor chip. The chip is factory calibrated and has maximum operating ranges of 0% to 100% RH and -40°C to +125°C temperature. The measurement accuracy for temperature is maximum ±0.4°C if the ambient temperature is between -10°C and 85°C. The measurement accuracy of the chip is maximum ±3% RH if the ambient RH is between 0% and 80%. \n\nThe Temperature and Humidity Sensor was protected by a radiation shield to minimize the influence of direct sunlight and thermal radiation on the measurements. The radiation shield (height 11.5 cm, radius 14 cm) was made of white plastic and consisted of 9 ventilated plates stacked in a cylindrical design allowing for adequate airflow while shielding the sensor from external radiation. \n\nQuality check \nThe temperature data was quality checked using a multi-step procedure. First, values were screened based on long-term climatological daily minimum and maximum temperatures derived from 10 km × 10 km resolution gridded temperature data for the Tampere region (Aalto et al., 2016). Measurements falling clearly outside the climatological range were removed. Subsequently, remaining values were filtered based on statistical properties of the measurements, using median and median absolute deviation (MAD) over short time intervals to identify and remove outliers. A final threshold based on deviations from the local median was applied to exclude any remaining extreme values.\n\nThe Local Climate Zones (LCZs) in Table 1. have been defined for each measurement station following the Global LCZ data (Demuzere 2022a, Demuzere, et al. 2022b) based on the Local Climate Zone (LCZ) Classification system by Stewart and Oke (2012). \n\nTable Of Contents: \n\nThe descriptions of the measurement stations are in Tampere_Table1_New.txt. \nColumns \n1. Station_code \n2. Station_id \n3. latitude \n4. longitude \n5. elevation above mean se alevel (m) \n6. LCZ_global_point (LCZ at the grid point nearest to the measurement station) \n7. LCZ_global_r200 (Mode of the LCZs within a 200-meter radius around the measurement station) \n\nThe data (hourly Temperature) of each the measurements are in ASCII (tabulator as separator) files Tampere_YEAR.dat, with Celsius as Unit and missing value -999. \nColumns: \n1. Station_code \n2. Timestamp(YMDHH24) UTC \n3. Mean temperature of the previous hour \n4. Minimum temperature of the previous hour \n5. Maximum temperature of the previous hour \n6. Standard deviation of the temperature measurements during the previous hour \n7. Number of measurements during the previous hour (usually 12) \n\nReferences: \nAalto, J., Pirinen, P., & Jylhä, K. (2016). New gridded daily climatology of Finland: Permutation-based uncertainty estimates and temporal trends in climate. Journal of Geophysical Research: Atmospheres, 121(8), 3807–3823. https://doi.org/10.1002/2015JD024651 \nStewart ID, Oke TR. Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 2012;93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1 \nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022a): A global map of local climate zones to support earth system modelling and urban-scale environmental science, Earth Syst. Sci. Data, 14, 3835-3873, https://doi.org/10.5194/essd-14-3835-2022. \nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022b): Global map of Local Climate Zones. Zenodo. https://doi.org/10.5281/zenodo.6364593."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-09-03",
"keyword": [
"urban climate, urban heat island"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/a1bcd555-b79c-4baf-81ba-0230ff3eeee4",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.0cba6241491544f989366db9304b5257",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.01a4fc2e394748788d7905cb35590afe",
"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": "c6f0457f-cf9e-47bb-8762-6d3cc0bce29c",
"url": "http://www.w3.org/ns/adms#next",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has next version",
"fi": "Seuraava versio"
}
},
"metax_ids": [
"64ba5e4e-aff9-4e7e-adec-f75d066345cd"
]
},
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.f3e0ba3cd02c4130a14d389544cfa36c",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"4af29099-3922-477f-b1d7-cceb766fa8d0"
]
}
],
"remote_resources": [
{
"title": {
"en": "Tampere_2023_updated.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_2024_updated.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202501.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202502.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202503_updated.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202504.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202505.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202506.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202507.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_202508.dat"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
},
{
"title": {
"en": "Tampere_Table1_New.txt"
},
"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://fmi.b2share.csc.fi/records/0cba6241491544f989366db9304b5257"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2023-07-10",
"end_date": "2025-08-31"
}
],
"theme": [],
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Tampere"
},
"created": "2025-09-03T06:51:13Z",
"modified": "2025-10-01T13:55:42Z",
"dataset_versions": [
{
"id": "d0210383-bb2d-4dfb-a87d-f4bb8a16cb5a",
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Tampere"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.0cba6241491544f989366db9304b5257",
"state": "published",
"created": "2025-09-03T06:51:13Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-09-03T06:51:13Z",
"record_modified": "2025-10-01T13:55:43Z"
},
{
"id": "64ba5e4e-aff9-4e7e-adec-f75d066345cd",
"access_rights": {
"id": "f2e5f263-0403-4773-8451-674a2aa5e229",
"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": "9614ff3b-b00d-4f64-837f-89d68a5174db",
"roles": [
"creator"
],
"person": {
"id": "eb812879-56bf-4603-90c1-ac5fb7e228b4",
"name": "Korhonen, Natalia"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "bbefc91a-d861-4311-bc65-acf36dc9b375",
"roles": [
"creator"
],
"person": {
"id": "7d01c732-51c8-4457-a157-fb2f7bd2cfac",
"name": "Kühn, Thomas"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "fdd62fbe-d695-4a54-b4f8-626bcecf1c02",
"roles": [
"creator"
],
"person": {
"id": "0a096b6c-39ec-4a8e-a647-983608a21013",
"name": "Laapas, Mikko"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "a6bcc868-bfe5-4ad8-bfe5-99719f9685d6",
"roles": [
"creator"
],
"person": {
"id": "da1c4790-9e03-4629-b2ec-86281c5fb4d3",
"name": "Pirinen, Pentti"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "fb3885bb-6600-4a52-8db6-0fa9ce777d61",
"roles": [
"creator"
],
"person": {
"id": "c7eb662b-4b2a-40a3-b942-37335e5d9a5d",
"name": "Gregow, Hilppa"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d3ef86c9-6167-4082-a29b-80f3ba1dab05",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "Contains measurement data of air temperature for the manuscript “Real-time measurements of micro-climatic temperature and relative humidity in the Finnish cities of Tampere, Helsinki and Rovaniemi” by Kühn et al. (in preparation) of 23 measurement stations in Tampere. \n\nTechnical Info: \n\nNB: Update on 1.10.2025: data file\nTampere_202509.dat\nadded.\n\nThe measurements were conducted at a height of 3 m in the locations listed in Tampere_Table1_New.txt during 07/2023-09/2025. Each measurement station consisted of three parts: a temperature and humidity sensor, a solar radiation shield, and an Internet of Things (IoT) device, which collected the measurement data and communicated them to a server via Long Range Wide Area Network (LoRaWAN). Temperature and relative humidity (RH) were measured by one integrated sensor, the Digital Matter I2C Temperature and Humidity Sensor [https://www.digitalmatter.com/wp-content/uploads/2020/09/I2C-Temperature-and-Humidity-Sensor-Datasheet.pdf] Within the sensor, the temperature and RH were measured using the Silicon Labs Si7021-A20 I2C Humidity and Temperature Sensor chip. The chip is factory calibrated and has maximum operating ranges of 0% to 100% RH and -40°C to +125°C temperature. The measurement accuracy for temperature is maximum ±0.4°C if the ambient temperature is between -10°C and 85°C. The measurement accuracy of the chip is maximum ±3% RH if the ambient RH is between 0% and 80%. \n\nThe Temperature and Humidity Sensor was protected by a radiation shield to minimize the influence of direct sunlight and thermal radiation on the measurements. The radiation shield (height 11.5 cm, radius 14 cm) was made of white plastic and consisted of 9 ventilated plates stacked in a cylindrical design allowing for adequate airflow while shielding the sensor from external radiation. \n\nQuality check \nThe temperature data was quality checked using a multi-step procedure. First, values were screened based on long-term climatological daily minimum and maximum temperatures derived from 10 km × 10 km resolution gridded temperature data for the Tampere region (Aalto et al., 2016). Measurements falling clearly outside the climatological range were removed. Subsequently, remaining values were filtered based on statistical properties of the measurements, using median and median absolute deviation (MAD) over short time intervals to identify and remove outliers. A final threshold based on deviations from the local median was applied to exclude any remaining extreme values.\n\nThe Local Climate Zones (LCZs) in Table 1. have been defined for each measurement station following the Global LCZ data (Demuzere 2022a, Demuzere, et al. 2022b) based on the Local Climate Zone (LCZ) Classification system by Stewart and Oke (2012). \n\nTable Of Contents: \n\nThe descriptions of the measurement stations are in Tampere_Table1_New.txt. \nColumns \n1. Station_code \n2. Station_id \n3. latitude \n4. longitude \n5. elevation above mean se alevel (m) \n6. LCZ_global_point (LCZ at the grid point nearest to the measurement station) \n7. LCZ_global_r200 (Mode of the LCZs within a 200-meter radius around the measurement station) \n\nThe data (hourly Temperature) of each the measurements are in ASCII (tabulator as separator) files Tampere_YEAR.dat, with Celsius as Unit and missing value -999. \nColumns: \n1. Station_code \n2. Timestamp(YMDHH24) UTC \n3. Mean temperature of the previous hour \n4. Minimum temperature of the previous hour \n5. Maximum temperature of the previous hour \n6. Standard deviation of the temperature measurements during the previous hour \n7. Number of measurements during the previous hour (usually 12) \n\nReferences: \nAalto, J., Pirinen, P., & Jylhä, K. (2016). New gridded daily climatology of Finland: Permutation-based uncertainty estimates and temporal trends in climate. Journal of Geophysical Research: Atmospheres, 121(8), 3807–3823. https://doi.org/10.1002/2015JD024651 \nStewart ID, Oke TR. Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 2012;93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1 \nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022a): A global map of local climate zones to support earth system modelling and urban-scale environmental science, Earth Syst. Sci. Data, 14, 3835-3873, https://doi.org/10.5194/essd-14-3835-2022. \nDemuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., and Bechtel, B. (2022b): Global map of Local Climate Zones. Zenodo. https://doi.org/10.5281/zenodo.6364593."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-10-01",
"keyword": [
"urban climate, urban heat island"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/b15b5dc8-cdc9-421e-b5d9-2361e7856a3b",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.01a4fc2e394748788d7905cb35590afe",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Dataset",
"fi": "Tutkimusaineisto",
"und": "Tutkimusaineisto"
},
"entity_identifier": "doi:10.57707/fmi-b2share.0cba6241491544f989366db9304b5257",
"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": "4ba059bd-215b-4505-bcec-5f304d66f5a8",
"url": "http://www.w3.org/ns/adms#previous",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
"pref_label": {
"en": "Has previous version",
"fi": "Edellinen versio"
}
},
"metax_ids": [
"d0210383-bb2d-4dfb-a87d-f4bb8a16cb5a"
]
}
],
"remote_resources": [
{
"title": {
"en": "Tampere_2023_updated.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_2024_updated.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202501.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202502.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202503_updated.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202504.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202505.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202506.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202507.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202508.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_202509.dat"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
},
{
"title": {
"en": "Tampere_Table1_New.txt"
},
"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://fmi.b2share.csc.fi/records/01a4fc2e394748788d7905cb35590afe"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2023-07-10",
"end_date": "2025-09-30"
}
],
"theme": [],
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Tampere"
},
"created": "2025-10-01T13:55:36Z",
"modified": "2025-10-01T13:55:36Z",
"dataset_versions": [
{
"id": "64ba5e4e-aff9-4e7e-adec-f75d066345cd",
"title": {
"en": "Micro-climatic temperature measurements in the Finnish city of Tampere"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.01a4fc2e394748788d7905cb35590afe",
"state": "published",
"created": "2025-10-01T13:55:36Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-10-01T13:55:36Z",
"record_modified": "2025-10-01T13:55:37Z"
},
{
"id": "f4e50426-c91e-420b-a3c4-0089b0c827e6",
"access_rights": {
"id": "e43081ae-37b1-49f8-ac1d-f84bb42f543d",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"custom_url": "https://rightsstatements.org/page/InC/1.0/",
"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": [
{
"id": "e4b4144b-0d78-495e-9356-07ba2243ad4d",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/personal_data",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access due to personal data content",
"fi": "Saatavuutta rajoitettu luottamuksellisiin henkilötietoihin perustuen",
"sv": "Begränsad åtkomst på grund av personuppgifter"
}
}
]
},
"actors": [
{
"id": "5a14b607-2445-4b85-b6bc-d29548c82962",
"roles": [
"creator"
],
"person": {
"id": "a549f2b1-b423-43a2-80d3-a8c086f0fb61",
"name": "Kuronen, Mikko",
"external_identifier": "0000-0001-5971-7063"
},
"organization": {
"id": "a04db1bc-9f53-4c95-9b6b-eb1351063ba8",
"pref_label": {
"en": "Kieli- ja viestintätieteiden laitos",
"fi": "Kieli- ja viestintätieteiden laitos",
"sv": "Kieli- ja viestintätieteiden laitos",
"und": "Kieli- ja viestintätieteiden laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-213040",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "edd9ff3c-51c9-4c56-95b6-f1de6c09faf5",
"roles": [
"creator"
],
"person": {
"id": "d53c9545-7149-4cc3-8784-aee06a657541",
"name": "Kemppinen, Pinja",
"external_identifier": "0009-0004-3262-2143"
},
"organization": {
"id": "a04db1bc-9f53-4c95-9b6b-eb1351063ba8",
"pref_label": {
"en": "Kieli- ja viestintätieteiden laitos",
"fi": "Kieli- ja viestintätieteiden laitos",
"sv": "Kieli- ja viestintätieteiden laitos",
"und": "Kieli- ja viestintätieteiden laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-213040",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "20277f66-3f0f-4ee8-959c-94366ea3ecd6",
"roles": [
"creator"
],
"person": {
"id": "548cac91-10f6-4776-9591-7e9d53b137a9",
"name": "Vänttinen, Minttu",
"external_identifier": "0000-0003-0223-8189"
},
"organization": {
"id": "a04db1bc-9f53-4c95-9b6b-eb1351063ba8",
"pref_label": {
"en": "Kieli- ja viestintätieteiden laitos",
"fi": "Kieli- ja viestintätieteiden laitos",
"sv": "Kieli- ja viestintätieteiden laitos",
"und": "Kieli- ja viestintätieteiden laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-213040",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "0c0bcb6c-00f6-45ba-99c4-ba8c89ba1703",
"roles": [
"creator"
],
"person": {
"id": "3b6065c8-9f97-4db9-a9f6-ff74b9f09683",
"name": "Nyman-Koskinen, Paulina"
},
"organization": {
"id": "a04db1bc-9f53-4c95-9b6b-eb1351063ba8",
"pref_label": {
"en": "Kieli- ja viestintätieteiden laitos",
"fi": "Kieli- ja viestintätieteiden laitos",
"sv": "Kieli- ja viestintätieteiden laitos",
"und": "Kieli- ja viestintätieteiden laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-213040",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "ca17d85d-f3e5-4a2c-9634-bb7de77789f9",
"roles": [
"creator"
],
"person": {
"id": "93a863b6-4392-4e02-ae13-2b75671bde8a",
"name": "Mäntylä, Katja",
"external_identifier": "0000-0002-1813-8329"
},
"organization": {
"id": "a04db1bc-9f53-4c95-9b6b-eb1351063ba8",
"pref_label": {
"en": "Kieli- ja viestintätieteiden laitos",
"fi": "Kieli- ja viestintätieteiden laitos",
"sv": "Kieli- ja viestintätieteiden laitos",
"und": "Kieli- ja viestintätieteiden laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-213040",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c23b7eac-e42f-40f3-b853-ec10c5a5e54b",
"roles": [
"creator"
],
"person": {
"id": "808890bd-c0d1-4cf4-9e55-a676ade738c8",
"name": "Kajander, Kati",
"external_identifier": "0000-0002-5053-5121"
},
"organization": {
"id": "b1e6f88e-0cc4-449f-aa5d-799f083eb040",
"pref_label": {
"en": "Opettajankoulutuslaitos",
"fi": "Opettajankoulutuslaitos",
"sv": "Opettajankoulutuslaitos",
"und": "Opettajankoulutuslaitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-211010",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "0de50932-f67a-430d-95c0-8e13e59eb937",
"roles": [
"creator"
],
"person": {
"id": "2010c22b-3e1d-4b55-98ab-a149fcdc84ff",
"name": "Kiuru, Kaisa"
},
"organization": {
"id": "a04db1bc-9f53-4c95-9b6b-eb1351063ba8",
"pref_label": {
"en": "Kieli- ja viestintätieteiden laitos",
"fi": "Kieli- ja viestintätieteiden laitos",
"sv": "Kieli- ja viestintätieteiden laitos",
"und": "Kieli- ja viestintätieteiden laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-213040",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "1832a68a-ca14-47ea-914d-798f6cd4f09f",
"roles": [
"publisher",
"rights_holder"
],
"organization": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"bibliographic_citation": "Kuronen, Mikko; Kemppinen, Pinja; Vänttinen, Minttu; Kajander, Kati; Nyman-Koskinen, Paulina; Mäntylä, Katja; Kiuru, Kaisa. <i>Digital game-based learning of Swedish as a second language</i>. V. 29.8.2025. University of Jyväskylä.",
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-jyu",
"description": {
"en": "The data consist of transcribed video recordings of pupils/students from the upper level of Finnish comprehensive school and from upper secondary school playing a digital language learning game alone (7 pupils) and in pairs (4 student/pupil pairs) and of video recordings of their interviews. The video recordings were transcribed. In addition, each participant filled in a survey to give background information on e.g., their language learning history. The data also include observations of teacher students (N=13) playing the game and the written questionnaire answers from 11 of the teacher students.",
"fi": "Aineisto koostuu videoaineistosta, jossa suomenkieliset yläkoululaiset ja lukiolaiset pelaavat pareina ja yksin digitaalista kielenoppimispeliä, sekä videoiduista (pari)haastatteluista. Näistä on tehty myös transkriptiot. Paripelaamisen osalta videoaineisto koostuu neljän oppilasparin videoiduista pelitilanteista (noin 40 minuuttia/pari) sekä heidän puolistrukturoiduista parihaastatteluistaan. Yksinpelaamisen aineistossa on videoituina seitsemän oppilaan pelitilanne (noin 40 minuuttia/oppilas) sekä heidän puolistrukturoidut haastattelunsa. Kaikilta oppilailta kerättiin lisäksi taustatietoja kyselylomakkeilla. Lisäksi aineistoon sisältyvät havainnot 13 kieltenopettajaopiskelijan pari- ja ryhmäpelaamisesta sekä 11 opettajaopiskelijan kirjalliset vastaukset kyselyyn."
},
"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": [],
"issued": "2025-10-01",
"keyword": [
"language learning",
"language games",
"digital games",
"serious games",
"co-playing",
"Swedish language",
"upper level of comprehensive school",
"digital game-based language learning",
"DGBLL",
"kielen oppiminen",
"kielipelit",
"digitaaliset oppimispelit",
"yhteispelaaminen",
"ruotsin kieli",
"yläkoulu",
"digitaalinen pelipohjainen oppiminen"
],
"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": "3c34537c-26bf-4c12-95b6-a3a84aad11c6",
"url": "http://lexvo.org/id/iso639-3/swe",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Swedish",
"fi": "ruotsi",
"sv": "svenska"
}
}
],
"metadata_owner": {
"id": "6703da25-7710-4517-b2d5-696b20fdf8ab",
"organization": "jyu.fi",
"admin_organization": "jyu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.17011/jyx/dataset/105856",
"pid_generated_by_fairdata": false,
"projects": [
{
"id": "b9727822-c699-471c-9031-87cf2097e17c",
"title": {
"en": "Forskningsprojekt om hur språkdataspel kan bidra till inlärningen av svenska som andraspråk\r\n\r\nLanguage data games in second language learning",
"fi": "Forskningsprojekt om hur språkdataspel kan bidra till inlärningen av svenska som andraspråk"
},
"project_identifier": "jyu-proj.117435408",
"participating_organizations": [
{
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "579f8c27-efe6-492e-a6a3-65a09616cdd5",
"pref_label": {
"en": "Svenska Kulturfonden",
"fi": "Svenska Kulturfonden"
}
}
},
"funding_identifier": "177359"
}
]
},
{
"id": "c21e4fbf-e1da-4db2-8531-a13fbd2e1f68",
"title": {
"en": "Game-based learning of Swedish as a second language",
"fi": "Game-based learning of Swedish as a second language"
},
"project_identifier": "jyu-proj.207574926",
"participating_organizations": [
{
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "579f8c27-efe6-492e-a6a3-65a09616cdd5",
"pref_label": {
"en": "Svenska Kulturfonden",
"fi": "Svenska Kulturfonden"
}
}
},
"funding_identifier": "199333"
}
]
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "Kemppinen, P., Kuronen, M., Kajander, K., Mäntylä, K., & Nyman-Koskinen, P. (2025). Roller och interaktion hos finskspråkiga inlärare av svenska under samspelande av ett digitalt språkspel. <i>Folkmålsstudier</i>, <i>63</i>, 51-89. <a href=\"https://doi.org/10.55293/fms.143710\" target=\"_blank\">https://doi.org/10.55293/fms.143710</a>",
"fi": "Kemppinen, P., Kuronen, M., Kajander, K., Mäntylä, K., & Nyman-Koskinen, P. (2025). Roller och interaktion hos finskspråkiga inlärare av svenska under samspelande av ett digitalt språkspel. <i>Folkmålsstudier</i>, <i>63</i>, 51-89. <a href=\"https://doi.org/10.55293/fms.143710\" target=\"_blank\">https://doi.org/10.55293/fms.143710</a>"
},
"entity_identifier": "https://doi.org/10.55293/fms.143710",
"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"
}
},
"metax_ids": []
},
{
"entity": {
"title": {
"en": "Vänttinen, M., Kemppinen, P., & Kuronen, M. (2025). Modigt på svenska!. <i>Poppis</i>, <i>2025</i>(1), 10-11.",
"fi": "Vänttinen, M., Kemppinen, P., & Kuronen, M. (2025). Modigt på svenska!. <i>Poppis</i>, <i>2025</i>(1), 10-11."
},
"entity_identifier": "jyu-pub.246554704",
"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"
}
},
"metax_ids": []
}
],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2023-09-19",
"end_date": "2025-02-21"
}
],
"theme": [
{
"id": "a20c78f1-e91d-405f-8e42-e52a5d333faf",
"url": "http://www.yso.fi/onto/koko/p1598",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "language-games (philosophy)",
"fi": "kielipelit (filosofia)",
"sv": "språkspel (filosofi)"
}
},
{
"id": "95b49d83-f6f8-4852-9ddd-00314652128a",
"url": "http://www.yso.fi/onto/koko/p53299",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "upper comprehensive school",
"fi": "yläkoulu",
"sv": "högstadiet"
}
},
{
"id": "bb7c5aa9-d170-4815-b919-46d09c1c56ca",
"url": "http://www.yso.fi/onto/koko/p14989",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "Swedish language",
"fi": "ruotsin kieli",
"sv": "svenska"
}
},
{
"id": "282547a7-c191-412c-98c6-37a6c917dd87",
"url": "http://www.yso.fi/onto/koko/p64167",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "language learning",
"fi": "kielen oppiminen",
"sv": "språkinlärning"
}
},
{
"id": "3d0625e0-42e8-4e2e-94e7-7b2220e7640b",
"url": "http://www.yso.fi/onto/koko/p54959",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "digital games",
"fi": "digitaaliset pelit",
"sv": "digitala spel"
}
}
],
"title": {
"en": "Digital game-based learning of Swedish as a second language",
"fi": "Ruotsin kielen (L2) digitaalinen pelipohjainen oppiminen"
},
"created": "2025-10-01T06:32:00Z",
"modified": "2025-10-01T06:32:01Z",
"dataset_versions": [
{
"id": "f4e50426-c91e-420b-a3c4-0089b0c827e6",
"title": {
"en": "Digital game-based learning of Swedish as a second language",
"fi": "Ruotsin kielen (L2) digitaalinen pelipohjainen oppiminen"
},
"persistent_identifier": "doi:10.17011/jyx/dataset/105856",
"state": "published",
"created": "2025-10-01T06:32:00Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 1,
"metadata_repository": "Fairdata",
"record_created": "2025-10-01T06:32:01Z",
"record_modified": "2025-10-01T06:32:03Z"
},
{
"id": "85d1b13f-a670-4084-8c07-a7e9468aa9cb",
"access_rights": {
"id": "1ecc6f1f-a670-4f8b-8931-86a232c411cb",
"license": [
{
"id": "03258502-6709-437e-9a06-5661857ea4bf",
"custom_url": "https://rightsstatements.org/page/InC/1.0/",
"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": [
{
"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": "852f92e9-db77-46b3-8070-4f5caf6d1fe8",
"roles": [
"creator",
"rights_holder"
],
"person": {
"id": "17b5b948-eaf3-4f55-b4a7-d410e2c179a7",
"name": "Fagerlund, Janne",
"external_identifier": "0000-0002-0717-5562"
},
"organization": {
"id": "b1e6f88e-0cc4-449f-aa5d-799f083eb040",
"pref_label": {
"en": "Opettajankoulutuslaitos",
"fi": "Opettajankoulutuslaitos",
"sv": "Opettajankoulutuslaitos",
"und": "Opettajankoulutuslaitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-211010",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "7daaf010-1fdf-4494-af56-b93837e163ec",
"roles": [
"creator",
"rights_holder"
],
"person": {
"id": "3cf66ec3-12d1-4d0d-9f37-22ff6448993b",
"name": "Palsa, Lauri"
},
"organization": {
"id": "b1e6f88e-0cc4-449f-aa5d-799f083eb040",
"pref_label": {
"en": "Opettajankoulutuslaitos",
"fi": "Opettajankoulutuslaitos",
"sv": "Opettajankoulutuslaitos",
"und": "Opettajankoulutuslaitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-211010",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "a20d630b-93c4-44dd-8412-e129697a90c7",
"roles": [
"creator",
"rights_holder"
],
"person": {
"id": "ab583315-68f0-47f0-beb7-79d6b006a593",
"name": "Mertala, Pekka-Oskari",
"external_identifier": "0000-0002-3835-0220"
},
"organization": {
"id": "b1e6f88e-0cc4-449f-aa5d-799f083eb040",
"pref_label": {
"en": "Opettajankoulutuslaitos",
"fi": "Opettajankoulutuslaitos",
"sv": "Opettajankoulutuslaitos",
"und": "Opettajankoulutuslaitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906-211010",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "cb87815a-f36c-4571-886e-4907b38773f7",
"roles": [
"publisher",
"rights_holder"
],
"organization": {
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"bibliographic_citation": "Mertala, Pekka-Oskari; Fagerlund, Janne; Palsa, Lauri. <i>MODALITY - Movement for data literacy - ethnographic school data</i>. University of Jyväskylä.",
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-jyu",
"description": {
"en": "The participants are teachers and primary school students. The data consists of video recordings, interviews, observations and other ethnographic documentation (video material, interview material, field notes, assignments completed by the students, etc.) mainly in classroom situations.",
"fi": "Osallistujat ovat opettajia sekä peruskoulun oppilaita. Aineisto koostuu videotallenteista, haastatteluista, havainnoinneista ja muusta etnografisesta dokumentaatiosta (videoaineisto, haastatteluaineisto, kenttämuistiinpanot, oppilaiden tekemät tehtävät jne.) pääsiassa luokkahuonetilanteissa."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
},
{
"id": "d6d3fdd1-109b-4be3-8d50-782bc474d514",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta516",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Educational sciences",
"fi": "Kasvatustieteet",
"sv": "Pedagogik"
}
},
{
"id": "96b09809-95ae-472e-81e1-b810b2986849",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta518",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Media and communications",
"fi": "Media- ja viestintätieteet",
"sv": "Medie- och kommunikationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2025-10-01",
"keyword": [
"datafication",
"data literacy",
"primary school",
"datafikaatio",
"datalukutaito",
"peruskoulu"
],
"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": "6703da25-7710-4517-b2d5-696b20fdf8ab",
"organization": "jyu.fi",
"admin_organization": "jyu.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.17011/jyx/dataset/105855",
"pid_generated_by_fairdata": false,
"projects": [
{
"id": "f6c63ff1-340b-4aec-9ce8-ee10d3b98ebe",
"title": {
"en": "Movement for Data Literacy",
"fi": "Kohti datalukutaitoa"
},
"project_identifier": "jyu-proj.183256917",
"participating_organizations": [
{
"id": "d2e33900-ae70-494e-9eea-d9c9c5667d92",
"pref_label": {
"en": "University of Jyväskylä",
"fi": "Jyväskylän yliopisto",
"sv": "Jyväskylä universitet",
"und": "Jyväskylän yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01906",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "05af575f-aa8e-4c9c-bb36-3d42ac0687fe",
"pref_label": {
"en": "Research Council of Finland",
"fi": "Suomen Akatemia"
}
}
},
"funding_identifier": "355523"
}
]
}
],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2024-08-01",
"end_date": "2025-05-31"
}
],
"theme": [
{
"id": "8b8af769-cfb9-4a81-b03d-02e55e4af61a",
"url": "http://www.yso.fi/onto/koko/p94726",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "datafication",
"fi": "datafikaatio (yhteiskunnallinen muutos)",
"sv": "datafiering"
}
},
{
"id": "78b89773-fad7-4095-9971-08a6baafc99b",
"url": "http://www.yso.fi/onto/koko/p14592",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "comprehensive school",
"fi": "peruskoulu",
"sv": "grundskolan"
}
},
{
"id": "ef5319af-b00b-48cd-b391-9d31eedccfeb",
"url": "http://www.yso.fi/onto/koko/p36225",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "literacy",
"fi": "lukutaito",
"sv": "läsfärdighet"
}
}
],
"title": {
"en": "MODALITY - Movement for data literacy - ethnographic school data",
"fi": "MODALITY - Movement for data literacy - etnografinen kouluaineisto"
},
"created": "2025-10-01T06:31:52Z",
"modified": "2025-10-01T06:31:52Z",
"dataset_versions": [
{
"id": "85d1b13f-a670-4084-8c07-a7e9468aa9cb",
"title": {
"en": "MODALITY - Movement for data literacy - ethnographic school data",
"fi": "MODALITY - Movement for data literacy - etnografinen kouluaineisto"
},
"persistent_identifier": "doi:10.17011/jyx/dataset/105855",
"state": "published",
"created": "2025-10-01T06:31:52Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 1,
"metadata_repository": "Fairdata",
"record_created": "2025-10-01T06:31:53Z",
"record_modified": "2025-10-01T06:31:54Z"
},
{
"id": "e796cbc8-6c8f-47d0-b712-fe17c54c912e",
"access_rights": {
"id": "2042ce42-b797-41da-9b26-4361d0be2e29",
"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": "876c3849-e120-4bef-9770-a035e441855c",
"roles": [
"creator"
],
"person": {
"id": "a7639e0f-3d1a-4727-aa24-bab04ceb1bcd",
"name": "Ari Pyykkönen",
"email": "<hidden>"
},
"organization": {
"id": "20b4ef97-a6f2-433a-be3c-15440804c478",
"pref_label": {
"en": "NMR-spektroskopia",
"fi": "NMR-spektroskopia",
"sv": "NMR-spektroskopia",
"und": "NMR-spektroskopia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2402220",
"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": "fe4d17b6-270d-4bc5-a696-2b4a896556b2",
"roles": [
"creator",
"publisher"
],
"person": {
"id": "5a42ca74-25be-4419-9ec0-98ee5995f792",
"name": "Juha Vaara",
"email": "<hidden>"
},
"organization": {
"id": "20b4ef97-a6f2-433a-be3c-15440804c478",
"pref_label": {
"en": "NMR-spektroskopia",
"fi": "NMR-spektroskopia",
"sv": "NMR-spektroskopia",
"und": "NMR-spektroskopia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2402220",
"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": "bb695105-f208-4abe-8c0c-52ea7f60bbba",
"roles": [
"creator"
],
"person": {
"id": "dd83f962-5fba-4a6e-91fc-6f9f330fbf0f",
"name": "Artur Wodynski",
"email": "<hidden>"
},
"organization": {
"id": "cec4d691-c0aa-4e84-8cd2-6346690343b6",
"pref_label": {
"fi": "TU Berlin"
}
}
},
{
"id": "05902737-6ce8-464e-86ac-528db9826e0e",
"roles": [
"creator"
],
"person": {
"id": "271a2891-a7d1-462a-8d5f-b97df0c7f6b1",
"name": "Martin Kaupp",
"email": "<hidden>"
},
"organization": {
"id": "cec4d691-c0aa-4e84-8cd2-6346690343b6",
"pref_label": {
"fi": "TU Berlin"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "Quantum-chemical input and output files (ORCA and Turbomole) for\n-g-tensor\n-hyperfine coupling\n-orbital shielding\ncalculations needed for the Fe(V)- and Fe(VI)-bismido complexes studied in the paper."
},
"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"
}
},
{
"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"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2003494",
"total_files_count": 1,
"total_files_size": 441736292
},
"infrastructure": [],
"issued": "2025-09-30",
"keyword": [
"quantum chemistry",
"paramagnetic NMR",
"g-tensor",
"hyperfine coupling tensor",
"orbital shielding tensor",
"Fe(V) complex"
],
"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": "c69131ea-1353-4d25-8f89-8705684eca83",
"organization": "oulu.fi",
"admin_organization": "oulu.fi"
},
"other_identifiers": [],
"persistent_identifier": "urn:nbn:fi:fd-3c8be505-ac4c-3893-8b43-5b3aa398de5a",
"pid_generated_by_fairdata": true,
"projects": [
{
"id": "46e81671-b991-40d0-8017-46c235fee642",
"title": {
"en": "Multiscale simulation of magnetic resonance physics"
},
"project_identifier": "331008",
"participating_organizations": [
{
"id": "20b4ef97-a6f2-433a-be3c-15440804c478",
"pref_label": {
"en": "NMR-spektroskopia",
"fi": "NMR-spektroskopia",
"sv": "NMR-spektroskopia",
"und": "NMR-spektroskopia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2402220",
"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"
}
}
],
"funding": [
{
"funder": {
"organization": {
"id": "8f22ed54-7903-4fe1-9602-9370b89e15d1",
"pref_label": {
"en": "Research Council of Finland",
"fi": "Suomen Akatemia",
"sv": "Finlands Akademi",
"und": "Suomen Akatemia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02458939",
"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"
}
}
}
}
]
},
{
"id": "456937a4-73f5-449e-afb7-e0a192f008a2",
"title": {
"en": "Spin hyperpolarisation processes by multiscale simulations"
},
"project_identifier": "361326",
"participating_organizations": [
{
"id": "20b4ef97-a6f2-433a-be3c-15440804c478",
"pref_label": {
"en": "NMR-spektroskopia",
"fi": "NMR-spektroskopia",
"sv": "NMR-spektroskopia",
"und": "NMR-spektroskopia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2402220",
"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"
}
}
],
"funding": [
{
"funder": {
"organization": {
"id": "8f22ed54-7903-4fe1-9602-9370b89e15d1",
"pref_label": {
"en": "Research Council of Finland",
"fi": "Suomen Akatemia",
"sv": "Finlands Akademi",
"und": "Suomen Akatemia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02458939",
"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"
}
}
}
}
]
},
{
"id": "1b4a7ed8-151b-4012-8853-3922843a2cfa",
"title": {
"en": "Advanced NMR for sustainability"
},
"participating_organizations": [
{
"id": "20b4ef97-a6f2-433a-be3c-15440804c478",
"pref_label": {
"en": "NMR-spektroskopia",
"fi": "NMR-spektroskopia",
"sv": "NMR-spektroskopia",
"und": "NMR-spektroskopia"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904-2402220",
"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"
}
}
],
"funding": [
{
"funder": {
"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"
},
"funder_type": {
"id": "5c12ae96-89e9-4a45-a9db-b11cbc0d6dac",
"url": "http://uri.suomi.fi/codelist/fairdata/funder_type/code/other-public",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/funder_type",
"pref_label": {
"en": "Other public funding",
"fi": "Muu julkinen rahoitus"
}
}
}
}
]
}
],
"provenance": [],
"relation": [
{
"entity": {
"title": {
"en": "First-principles paramagnetic NMR of a challenging Fe(V) bis(imido) complex: a case for novel density functionals beyond the zero-sum game"
},
"description": {
"en": "Phys. Chem. Chem. Phys. 27, 18887 (2025)"
},
"entity_identifier": "DOI: 10.1039/d5cp02544c",
"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": "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": []
}
],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Dataset: First-principles paramagnetic NMR of a challenging Fe(V) bis(imido) complex: a case for novel density functionals beyond the zero-sum game"
},
"created": "2025-09-30T09:59:26Z",
"modified": "2025-09-30T10:04:10Z",
"dataset_versions": [
{
"id": "e796cbc8-6c8f-47d0-b712-fe17c54c912e",
"title": {
"en": "Dataset: First-principles paramagnetic NMR of a challenging Fe(V) bis(imido) complex: a case for novel density functionals beyond the zero-sum game"
},
"persistent_identifier": "urn:nbn:fi:fd-3c8be505-ac4c-3893-8b43-5b3aa398de5a",
"state": "published",
"created": "2025-09-30T09:59:26Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-09-30T09:59:27Z",
"record_modified": "2025-09-30T10:04:13Z"
},
{
"id": "74aa25e8-918b-433a-af7c-b9df5c4d49c9",
"access_rights": {
"id": "1dff5a20-1da7-4b46-9836-ce944f928d6b",
"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": "ec5952ae-d5db-467e-b812-d82e357ac3e9",
"roles": [
"creator"
],
"person": {
"id": "ee8dadea-91a1-433a-af96-c33534d70d10",
"name": "Kanarik, Hedi"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "da7479a2-6dac-4975-b2f0-af5c9cdd4afa",
"roles": [
"creator"
],
"person": {
"id": "e07aa55a-11e8-4424-a5cd-4a4627bfcb66",
"name": "Alenius, Pekka"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e447fb03-c44e-4fff-8c7e-7c44b8e2b9ed",
"roles": [
"creator"
],
"person": {
"id": "eca08f23-8cdd-4d50-a5d8-ff841b55af8e",
"name": "Tuomi, Laura"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "3752032c-e750-4455-815c-018f9b16e680",
"roles": [
"creator"
],
"person": {
"id": "7d4687da-5c72-4850-833d-72ab900fd9e4",
"name": "Jalli, Heini"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "8eaab867-dae3-40a9-9b16-2b0d32394b37",
"roles": [
"creator"
],
"person": {
"id": "032deb83-23ea-4638-93b2-9e4188cfd8be",
"name": "Purokoski, Tero"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "ca7ca3be-2319-43ac-8c31-f26b28e8d51d",
"roles": [
"creator"
],
"person": {
"id": "e5c0cd0f-1d96-4d02-8e15-1789009ccf37",
"name": "Roine, Tuomo"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "a1b55746-6cdc-4e84-b6e9-3ab94521276b",
"roles": [
"creator"
],
"person": {
"id": "5748c017-3cc5-4a0d-8011-89a9beb9c046",
"name": "Kosloff, Pekka"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "84686fc6-cede-4d39-848e-b1580d7cfc2d",
"roles": [
"creator"
],
"person": {
"id": "2645ec0d-0ae6-4fc2-8895-893eb983af7d",
"name": "Hietala, Riikka"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c6061d2d-48ff-434a-9528-7aa9dc628978",
"roles": [
"creator"
],
"person": {
"id": "ec5a10b2-78c3-4108-9047-087f45c2c7f9",
"name": "Laakso, Lauri"
},
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "345797b6-5d51-4d71-b418-b5623e3fd2c0",
"roles": [
"publisher"
],
"organization": {
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-fmi",
"description": {
"en": "This dataset includes ADCP (Acoustic Doppler current profiler) measurements from the Archipelago Sea, Baltic Sea from 13 different deployments between 2004 - 2022. Results based on these measurements are published in article \"Currents and their Drivers in the Archipelago Sea: Insights from ADCP measurements\" by Kanarik et al. 2025 and for ADCP_Lov13.csv also in Kanarik et al., 2018. \n\nMeasurements were conducted by the Finnish Institute of Marine Research (2004 –2006), Finnish Meteorological Institute (2013 – 2022) and with support from the national Finnish Marine Research Infrastructure (FINMARI) consortium and the Finnish Ministry of the Environment (Water Protection Programme 2019–2023). \n\nREFERENCES: \nKanarik, H., Tuomi, L., Alenius, P., Lensu, M., Miettunen, E., & Hietala, R.: Evaluating Strong Currents at a Fairway in the Finnish Archipelago Sea. Journal of Marine Science and Engineering, 6(4), 122. https://doi.org/10.3390/jmse6040122, 2018. \n \nKanarik, H., Tuomi, L., Alenius, P., Miettunen, E., Johansson, M., Roine, T., Westerlund, A., and Kahma, K. K.: Currents and their drivers in the Archipelago Sea: insights from ADCP measurements, Ocean Sci., 21, 2125–2147, https://doi.org/10.5194/os-21-2125-2025, 2025."
},
"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"
}
}
],
"infrastructure": [],
"issued": "2025-07-04",
"keyword": [
"ADCP",
"currents",
"Baltic Sea",
"Archipelago Sea",
"southern Bothnian Sea"
],
"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": "08d36e35-a86f-4c31-bb2b-c4d97398caa1",
"organization": "service_fmi"
},
"other_identifiers": [
{
"notation": "http://hdl.handle.net/11304/0c9716d1-7581-4ed7-8214-392e978f812a",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.57707/fmi-b2share.edc8a252cc8f4fada0c024535c73d47d",
"pid_generated_by_fairdata": false,
"projects": [
{
"id": "4e96cf0e-0467-44f7-ad63-e7d4d3014655",
"title": {
"en": "Data in \"Currents and their Drivers in the Archipelago Sea: Insights from ADCP measurements “ by Kanarik et al. (2025)"
},
"participating_organizations": [
{
"id": "dc707cd4-7583-4aa0-ba10-8ff2c5672b16",
"pref_label": {
"en": "Finnish Meteorological Institute",
"fi": "Ilmatieteen laitos",
"sv": "Meteorologiska Institutet",
"und": "Ilmatieteen laitos"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4940015",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
],
"funding": [
{
"funder": {
"organization": {
"id": "4c704b83-8b3d-42d5-8464-f58ca79a87b7",
"pref_label": {
"en": "national Finnish Marine Research Infrastructure (FINMARI) consortium"
}
}
}
},
{
"funder": {
"organization": {
"id": "56e2af7d-c707-4126-948c-948a77b5f34d",
"pref_label": {
"en": "the Finnish Ministry of the Environment (Water Protection Programme 2019–2023)."
}
}
}
}
]
}
],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "ADCP_IU3.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_lov13.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_mame2020.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_mame2021.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_S1-16.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_S2-16.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_S2-17.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_S2-21.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_SVM1S.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_SVM2N.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_SVM2S.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_SVT04.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
},
{
"title": {
"en": "ADCP_uto17.csv"
},
"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://fmi.b2share.csc.fi/records/edc8a252cc8f4fada0c024535c73d47d"
}
],
"spatial": [],
"state": "published",
"temporal": [
{
"start_date": "2004-05-10",
"end_date": "2022-09-05"
}
],
"theme": [],
"title": {
"en": "Data in \"Currents and their Drivers in the Archipelago Sea: Insights from ADCP measurements “ by Kanarik et al. (2025)"
},
"created": "2025-07-22T12:05:41Z",
"modified": "2025-09-30T08:31:42Z",
"dataset_versions": [
{
"id": "74aa25e8-918b-433a-af7c-b9df5c4d49c9",
"title": {
"en": "Data in \"Currents and their Drivers in the Archipelago Sea: Insights from ADCP measurements “ by Kanarik et al. (2025)"
},
"persistent_identifier": "doi:10.57707/fmi-b2share.edc8a252cc8f4fada0c024535c73d47d",
"state": "published",
"created": "2025-07-22T12:05:41Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-07-22T12:05:42Z",
"record_modified": "2025-09-30T08:31:43Z"
},
{
"id": "d957d411-e62e-4042-8d98-8bfb32c2c467",
"access_rights": {
"id": "11610893-a7e3-4ff4-8851-16250d7b336f",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"custom_url": "https://creativecommons.org/licenses/by/4.0/",
"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": "8eb723f2-da6b-46c6-a1f2-41091ba976b1",
"roles": [
"creator"
],
"person": {
"id": "483f652e-6646-4d1e-893c-e39f393dd7f0",
"name": "Samuli Heikkinen",
"email": "<hidden>"
},
"organization": {
"id": "b941a6eb-d7ba-4261-aa8b-eb5cf98f709c",
"pref_label": {
"en": "Natural Resources Institute Finland",
"fi": "Luonnonvarakeskus",
"sv": "Naturresursinstitutet",
"und": "Luonnonvarakeskus"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4100010",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "a5e8db0f-a87c-4c41-866b-d42f106f98d2",
"roles": [
"publisher"
],
"organization": {
"id": "b941a6eb-d7ba-4261-aa8b-eb5cf98f709c",
"pref_label": {
"en": "Natural Resources Institute Finland",
"fi": "Luonnonvarakeskus",
"sv": "Naturresursinstitutet",
"und": "Luonnonvarakeskus"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4100010",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
"cumulative_state": 1,
"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"fi": "Tunnettujen reviirien rajat on määritetty vuosittain kanta-arvion yhteydessä. Reviirien rajat perustuvat sähköiseen kirjausjärjestelmä Tassuun tallennettuihin havaintotietoihin, maastosta kerättyihin DNA-näytteisiin ja GPS-pannoitettujen susien paikannustietoihin. Jos saatavilla on kattava GPS-paikannusmateriaali, rajat voidaan määrittää käyttäen pelkästään niitä eikä muuta tietolähdettä välttämättä tarvita. Tällä hetkellä vain yhdestä reviiristä on saatavilla GPS-havaintotietoa, mutta muuten pääasiassa reviirirajat perustuvat susihavaintoihin ja DNA-materiaaliin.\n\nKanta-arviossa huomioitiin TASSUun kirjatut lauma- ja parihavainnot, jotka on tehty ilmoitetulla tarkastelujaksolla. Reviirit rajataan kirjattujen havaintojen pohjalta ja hyödyntäen myös DNA-näytteisiin pohjautuvia yksilötunnistuksia. DNA-aineisto mahdollistaa kunkin alueen yksilöiden erottamisen toisistaan ja havaintotieto auttaa hahmottamaan koko reviirialueen.\n\nAineistoista rajattujen reviirien pinta-alat vastaavat yleisesti GPS-seurantojen välityksellä saatua tietoa susireviirien todellisesta pinta-alasta (keskiarvo n. 1 200 km2, vaihteluväli 650–1 900 km2).\n\nIlman DNA-yksilöintejä tai GPS-merkintöjä joudutaan reviirirajoja arvioimaan havaintojen sijoittumisesta alueella, ja tekemään visuaalisen tarkastelun perusteella todennäköisin rajaus.\n\nReviirin rajaukset edustavat vain todennäköistä vaihtoehtoa. Tarkan rajauksen todentaminen vaatii yksilöllisesti seurattujen susien jatkuvaa paikannustietoa.\n\nKaikista reviireistä on yksityiskohtaista tietoa saatavissa [kunkin vuoden kanta-arviossa](https://www.luke.fi/fi/luonnonvaratieto/tiedetta-ja-tietoa/suurpedot/susi/suden-kantaarviot-ja-kannanarviointi)."
},
"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"
}
},
{
"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"
}
}
],
"fileset": {
"storage_service": "ida",
"csc_project": "2006312",
"total_files_count": 7,
"total_files_size": 162897
},
"infrastructure": [],
"issued": "2022-03-09",
"keyword": [
"reviiri",
"susi"
],
"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": "1aa7e9ce-064b-4e8c-b1c4-9ca1cb5f65d6",
"organization": "luke.fi",
"admin_organization": "luke.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/6ab1400f-7b8d-408e-b65d-7667e652c492",
"pid_generated_by_fairdata": true,
"projects": [],
"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": [
"POINT (27 65)"
],
"geolocations": {
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [
27.0,
65.0
]
},
"bbox": [
27.0,
65.0,
27.0,
65.0
]
}
]
}
}
],
"state": "published",
"temporal": [
{
"start_date": "2019-01-01"
}
],
"theme": [
{
"id": "4fa51300-af9a-4593-aa56-cb7a042343f1",
"url": "http://www.yso.fi/onto/koko/p44978",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "territorial behavior [Am]",
"fi": "reviirikäyttäytyminen"
}
},
{
"id": "06a64cf5-89d8-4a6f-845c-2639f9ee0d7d",
"url": "http://www.yso.fi/onto/koko/p35600",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "wolf",
"fi": "susi",
"sv": "varg"
}
},
{
"id": "5115d0d5-cd36-46b5-9ecc-2d7c2912a40e",
"url": "http://www.yso.fi/onto/koko/p32924",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "DNA",
"fi": "DNA",
"sv": "DNA"
}
},
{
"id": "19b10a64-3384-43fd-bb79-9243707c2862",
"url": "http://www.yso.fi/onto/koko/p32683",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "perceptions (mental objects)",
"fi": "havainnot",
"sv": "observationer"
}
},
{
"id": "66d6a47d-addb-437c-adb8-61168b96a3bd",
"url": "http://www.yso.fi/onto/koko/p18823",
"in_scheme": "http://www.yso.fi/onto/koko/",
"pref_label": {
"en": "locationing",
"fi": "paikannus (kohdistuva toiminta, toiminta)",
"sv": "positionsbestämning"
}
}
],
"title": {
"fi": "Susireviirien tietovarannot"
},
"created": "2022-08-10T09:38:40Z",
"cumulation_started": "2022-08-10T09:38:40Z",
"modified": "2025-09-30T07:59:04Z",
"dataset_versions": [
{
"id": "46094c9a-a3dc-489d-aaec-eed9aa114844",
"title": {
"fi": "Susireviirien tietovarannot"
},
"persistent_identifier": "doi:10.23729/fd-66fdd564-70b4-30bf-8aff-4b5011360538",
"state": "published",
"created": "2025-10-01T07:25:16Z",
"version": 2
},
{
"id": "d957d411-e62e-4042-8d98-8bfb32c2c467",
"title": {
"fi": "Susireviirien tietovarannot"
},
"persistent_identifier": "doi:10.23729/6ab1400f-7b8d-408e-b65d-7667e652c492",
"state": "published",
"created": "2022-08-10T09:38:40Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-02-10T18:15:53Z",
"record_modified": "2025-09-30T07:59:04Z"
},
{
"id": "5895d0d4-a456-4d89-9eb9-e39c32e428f9",
"access_rights": {
"id": "4e17b4b1-e822-43c3-8ce9-0cb68a3f2c92",
"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": "18d13ba9-45ec-49ae-a4a2-3f8943c23262",
"roles": [
"creator"
],
"person": {
"id": "6ec3b852-f136-434a-9c2b-3cc3aa68914a",
"name": "Xin Lai",
"external_identifier": "4ab71715-0ada-4513-9ee0-adc01b18b23d"
},
"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": "9c66ad47-2fba-4223-8c72-447423f7b310",
"roles": [
"publisher"
],
"organization": {
"id": "20da7bb8-21de-48d6-91d8-73644e75b98d",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This deposit contains the data, code, and analysis to recreate the results in the manuscript - Tuulikki Suomela, Liang Zhang, Julio Vera, Heiko Bruns, Xin Lai. A Practical Guideline for MicroRNA Sequencing Data Analysis in Chronic Lymphocytic Leukemia. Methods Mol. Biol., 2883, 403–426. https://doi.org/10.1007/978-1-0716-4290-0_18.\r\n\r\nThe pipeline allows users to perform end-to-end analysis of bulk miRNA sequencing data, including quality control of FastQ files, mapping of read counts to miRNA genes using miRBase or Reference genome, quantification of miRNA read counts, differential gene expression analysis using DEseq2, gene set enrichment analysis using curated cancer hallmark gene sets, and identification of miRNA targets.\r\n\r\nIf you have used the code for your research, please cite the original publication. Thank you very much."
},
"field_of_science": [
{
"id": "a006e4cc-b051-4d1c-b94c-e1655d8888bc",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3111",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Biomedicine",
"fi": "Biolääketieteet",
"sv": "Biomedicinska vetenskaper"
}
}
],
"infrastructure": [],
"issued": "2024-12-10",
"keyword": [
"Biomedicine"
],
"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": "372c87cc-95e0-450f-ba6a-a6426bbc940c",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.12609116",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Associated code and data for \"A Practical Guideline for MicroRNA Sequencing Data Analysis in Chronic Lymphocytic Leukemia (doi: 10.1007/978-1-0716-4290-0_18)\"."
},
"created": "2025-09-29T02:10:01Z",
"modified": "2025-09-29T02:10:01Z",
"dataset_versions": [
{
"id": "5895d0d4-a456-4d89-9eb9-e39c32e428f9",
"title": {
"en": "Associated code and data for \"A Practical Guideline for MicroRNA Sequencing Data Analysis in Chronic Lymphocytic Leukemia (doi: 10.1007/978-1-0716-4290-0_18)\"."
},
"persistent_identifier": "doi:10.5281/zenodo.12609116",
"state": "published",
"created": "2025-09-29T02:10:01Z",
"version": 1
}
],
"published_revision": 1,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-09-29T02:10:01Z",
"record_modified": "2025-09-29T02:10:02Z"
}
]
}
