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                        "id": "42d880c7-3e5c-45d6-b167-0317cefcf015",
                        "pref_label": {
                            "en": "Centre for Finnish Business and Policy Studies (EVA)"
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                        "pref_label": {
                            "en": "Tietoarkisto",
                            "fi": "Tietoarkisto",
                            "sv": "Tietoarkisto",
                            "und": "Tietoarkisto"
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                        "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"
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            "description": {
                "en": "The survey canvassed Finnish citizens' attitudes and values. The themes studied were social welfare, standard of living and economic growth, science and technology, nuclear power, environmental conservation and alternative social and political movements, equality between men and women and women's status, and the reliability of different information sources. The survey also examined the respondents' attitudes to politics and their participation in the activities of different associations and organisations. The respondents' views on the authority and power of various bodies (e.g. army, media, family, political parties) and on the acceptability of various methods used to influence decision-making were explored. Background variables included the respondent's sex, age, marital status, number of children, place of residence, region of residence, occupational group, basic and vocational education, trade union membership, sector of occupation, potential supervisory status, monthly gross income, which party R voted for in the last parliamentary elections, voting intention in the next parliamentary elections, and social class.",
                "fi": "Tutkimuksessa kartoitettiin suomalaisten arvoja ja asenteita. Teemoina olivat hyvinvointi, elintaso ja taloudellinen kasvu, tiede ja teknologia, ydinvoima, ympäristönsuojelu ja vaihtoehtoliikkeet, sukupuolten tasa-arvo ja naisten asema sekä eri lähteistä saadun tiedon luotettavuus. Tutkimuksessa tarkasteltiin myös asennoitumista politiikkaan. Lisäksi tutkimuksessa kartoitettiin kansalaisten osallistumista järjestötoimintaan sekä arvioita eri vaikuttajien määräysvallasta ja eri vaikutuskeinojen hyväksyttävyydestä. Taustamuuttujina olivat vastaajan sukupuoli, ikä, siviilisääty, lapset, asuinpaikkakunta, asuinseutu, lääni, jossa asuu, ammattiryhmä, perus- ja ammatillinen koulutus, kuuluminen ammattijärjestöön, sektori, jolla toimii, toimiala, jolla työskentelee, esimiesasema, bruttokuukausitulot, puolue, jota äänesti viime eduskuntavaaleissa, puolue, jota äänestäisi, jos eduskuntavaalit pidettäisiin nyt sekä yhteiskuntaluokka."
            },
            "field_of_science": [
                {
                    "id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Social sciences",
                        "fi": "YHTEISKUNTATIETEET",
                        "sv": "Samhällsvetenskaper"
                    }
                }
            ],
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            "issued": "2002-08-16",
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                "järjestötoiminta",
                "hyvinvointi",
                "talouskasvu",
                "teknologia",
                "kansalaistottelemattomuus",
                "economic growth",
                "environment",
                "environmental conservation",
                "equality between the sexes",
                "information sources",
                "labour and employment",
                "political attitudes",
                "political movements",
                "political participation",
                "political power",
                "social welfare",
                "standard of living",
                "technology and innovation",
                "values",
                "voluntary organizations",
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                "Poliittinen käyttäytyminen, poliittiset asenteet ja mielipiteet",
                "Talousjärjestelmät, taloudellinen kehitys ja kehitysyhteistyö",
                "Government, political systems and organisations",
                "Political behaviour and attitudes",
                "Economic systems and development"
            ],
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                    "pref_label": {
                        "en": "Finnish",
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                    "url": "http://lexvo.org/id/iso639-3/eng",
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                    "pref_label": {
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                        "sv": "engelska"
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            ],
            "theme": [],
            "title": {
                "en": "EVA Survey on Finnish Values and Attitudes 1984",
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            "created": "2018-06-19T12:23:58Z",
            "modified": "2026-06-04T01:05:35Z",
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            ],
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            "metadata_repository": "Fairdata",
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            "record_modified": "2026-06-04T01:05:36Z"
        },
        {
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            "access_rights": {
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                "license": [
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                        "description": {
                            "en": "The dataset is (B) available for research, teaching and study.",
                            "fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
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                            "fi": "Muu (Ei avoin)"
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                "access_type": {
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                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
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                            "fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
                            "sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
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                            "fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
                            "sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
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                {
                    "id": "7c887efe-b231-4654-a5fb-53e5fe6fc2ea",
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                            "en": "Institutet för samhällsforskning",
                            "fi": "Institutet för samhällsforskning",
                            "sv": "Institutet för samhällsforskning",
                            "und": "Institutet för samhällsforskning"
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                            "pref_label": {
                                "en": "Åbo Akademi University",
                                "fi": "Åbo Akademi",
                                "sv": "Åbo Akademi",
                                "und": "Åbo Akademi"
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                            "fi": "Tietoarkisto",
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                                "fi": "Tampereen yliopisto",
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            "description": {
                "en": "This survey focused on the 2019 parliamentary elections in Finland. Main themes included political participation, political attitudes, party allegiance, candidate and party choice, and voting behaviour. Further topics included citizens' initiative, different ways of having a say in matters, and future prospects of Finland. The data were collected after the elections through face-to-face interviews and a self-administered drop-off questionnaire. The interview data contain Finland's contribution to the international CSES study (module 5). Data collection was funded by the Ministry of Justice. First questions in the interview covered the respondents' interest in politics, attention paid to media coverage of the elections (including social media), Internet use, discussions about politics with others, party identification and self-perceived social class. The respondents were asked to what extent they agreed with some statements relating to voting, democracy, the electoral system, and decision-making. Willingness to influence things by own activity (for instance, by participating in a demonstration or joining a consumer boycott) was charted as well as membership in a political party. Concerning citizens' initiative, the respondents were asked whether they thought the introduction of the initiative had promoted democracy in Finland and whether they had signed any initiatives. Opinions on the importance of the Internet and social media as channels of civic engagement were surveyed. The survey also carried a set of attitudinal statements on voting, politics, political parties, politicians and public political influence (e.g. 'I have no say in what the Government and Parliament decide' or 'By voting, ordinary people can influence political decision-making'). With regard to the future prospects of Finland, the respondents were asked which future directions they thought sounded good or bad (e.g. 'more entrepreneurship and market economy', 'better equality between men and women'). The CSES module first explored the respondents' opinions on politicians and their actions, and immigration. Views on whether various factors contributed to being truly Finnish, whether corruption was widespread among politicians, whether the Government should take measures to bridge the income gap, and whether it made a difference who was in power or who people voted for were also charted. The respondents were asked to place themselves and the parties on a left-right axis. Questions also covered satisfaction with democracy in Finland and whether the respondents felt close to any party. Voting behaviour was studied with questions on whether the respondents had voted, the candidate of which party they had voted for, whether they had considered voting for a candidate of any other party and if yes, which party, whether they had voted in the previous parliamentary elections and which party they had voted for. Opinions on the parties in general as well as individual party leaders were surveyed. Finally, the respondents' factual knowledge of politics was tested with a few questions. Non-voters were asked why they had not voted and how self-evident not voting had been to them. All those who had voted were asked what had influenced their choice of party, to what extent various issues had influenced their candidate choice, whether they had voted for a candidate who was of the same age and gender as themselves, and when they had decided which candidate and party to vote for. Trust in government and other institutions, groups and people was charted as well as views on the performance of the Government in the previous electoral term. The self-administered questionnaire first surveyed the respondents' opinions on how easy it was to detect how the policy objectives of parties differed, how well the previous Government had handled various issues, and which issues they had found interesting in election campaigns. The respondents were also asked to what extent they agreed with a set of statements concerning current political issues (e.g. that Finland should leave the EU, Finland is too eager to meet the EU's environment and climate goals, and the right of same-sex couples to marry or adopt is a good thing) and the parliamentary elections (e.g. whether electoral legislation was unfair to smaller parties and voting had been made easy). The sources from which the respondents got relevant information for their voting choice were examined (e.g. family or friends, newspapers, TV, social media), and the respondents were asked whether they had noticed any forms of electoral disruption in the elections as well as whether they thought various forms of electoral disruption were possible in future elections. Online voting and political activities and participation on the Internet were charted, as well as time spent on following news and other programmes on politics and topical issues. The extent to which the respondents came across different political opinions, news and other information on the Internet was studied. Other topics included views on whether male or female politicians were better able to work in various policy sectors and opinions on the decision-making process of Finnish political parties as well as on whether promises had been fulfilled by parties after the 2015 parliamentary elections. The respondents' perceptions of their own financial situation and the Finnish economy and employment situation were also charted, as well as their satisfaction with their own life. Finally, personality traits of the respondents were surveyed using the Ten-item personality inventory (TIPI). Variables beginning with 'k' are national election study variables, 'q' denotes CSES variables, 'p' denotes variables in the self-administered questionnaire, 'a' denotes CSES administrative variables and 'd' denotes background variables. Background variables included, among others, the respondent's year of birth, gender, education, marital status, health status, trade union membership, economic activity and occupational status, employer type, unemployment periods, religiosity and religious attendance, mother tongue, gross annual household income, number of people in the household, type of neighbourhood/municipality, and electoral district.",
                "fi": "Eduskuntavaalitutkimus 2019 kartoittaa suomalaisten poliittista osallistumista, poliittisia asenteita, puolueiden kannatusta, ehdokas- ja puoluevalintoja sekä äänestysaktiivisuutta. Vaalitutkijoiden kokoama aineisto sisältää kysymyksiä myös kansalaisaloitteesta, Suomen tulevaisuuden näkymistä ja vaikuttamisen erilaisista tavoista. Aineisto koostuu kahdesta eduskuntavaalien jälkeen kerätystä osasta: käyntihaastatteluaineistosta ja vastaajien itse täyttämästä perävaunulomakeaineistosta. Käyntihaastatteluaineisto sisältää Suomen osuuden kansainvälisestä CSES-hankkeesta (5-moduuli). Aineistonkeruun rahoitti Oikeusministeriö. Aluksi kysyttiin, kuinka kiinnostunut vastaaja on politiikasta ja paljonko hän seurasi eduskuntavaaleja eri tiedotusvälineistä. Kysyttiin myös, kuinka usein hän keskustelee politiikasta muiden ihmisten kanssa, kuinka vakiintunut hänen puoluekantansa on ja mihin yhteiskuntaluokkaan hän katsoo kuuluvansa. Vastaajan mielipiteitä kartoitettiin asenneväittämin, joissa kysyttiin äänestämisestä, demokratiasta, kansanedustajista ja puolueista. Seuraavaksi tiedusteltiin vastaajan mahdollista puoluejäsenyyttä ja sitä, onko hän allekirjoittanut valtiollisen tason kansalaisaloitetta. Vastaajalle esitettiin vielä väittämiä poliittisen vaikuttamisen tavoista ja mahdollisuuksista sekä Suomen tulevaisuuden suunnasta. Tulevaisuuteen liittyvissä väittämissä olivat esillä muun muassa kaksikielisyys, monikulttuurisuus, tuloerot ja ympäristökysymykset. CSES-osion alussa esitettiin väittämiä mm. poliitikkojen toiminnasta ja maahanmuutosta. Vastaajia pyydettiin arvioimaan, mitä piirteitä he pitävät tärkeinä siinä, että henkilöä voidaan pitää suomalaisena. Vastaajat myös arvioivat, kuinka hyvin Sipilän hallitus onnistui toiminnassaan edellisellä vaalikaudella. Vastaajilta kysyttiin, mikä puolue edustaa parhaiten heidän omia näkemyksiään ja mitä puoluetta ja ehdokasta he äänestivät 2019 eduskuntavaaleissa. Vastaajat myös kertoivat, mitkä asiat vaikuttivat ehdokkaan ja puolueen valintaan. Vastaajilta kysyttiin mielipiteitä suomalaisista puolueista ja niiden puheenjohtajista. Vastaajia myös pyydettiin asettamaan puolueet ja itsensä vasemmisto-oikeisto-akselille. Seuraavaksi vastaajilta kysyttiin, voiko ihmisiin heidän mielestään luottaa ja kuinka paljon he luottavat eri tahoihin, kuten presidenttiin, puolueisiin, eduskuntaan, tiedotusvälineisiin tai virkamiehiin. Tämän jälkeen esitettiin muutama poliittista tietotasoa mittaava kysymys. Käyntihaastattelua seuranneessa perävaunulomakkeessa kysyttiin, miten puolueiden tavoitteet erottuivat toisistaan mm. työllisyyttä, verotusta, ympäristöä, vanhustenhoitoa ja koulutusta koskevissa asioissa. Vastaajat myös arvioivat, miten edellinen hallitus oli onnistunut hoitamaan samoja asioita ja mitkä niistä kiinnostivat vastaajia eniten. Vastaajat ottivat kantaa ajankohtaisia poliittisia kysymyksiä koskeviin väittämiin, jotka käsittelivät Euroopan unionia, demokratiaa, Natoa, samaa sukupuolta olevien oikeuksia ja ilmastonmuutoksen torjuntaa. Seuraavaksi vastaajat kertoivat erilaisista tietolähteistä, jotka olivat olleet tarpeellisia äänestyspäätöksen muodostumiselle. Vastaajat arvioivat vaalihäirintään liittyviä väitteitä ja kertoivat, olivatko havainneet vaalihäirintää vuoden 2019 vaaleissa tai pitävätkö sitä todennäköisenä tulevaisuudessa. Vastaajat kertoivat median seuraamisestaan, sosiaalisen median käytöstä sekä siitä, mitä yhteiskunnallisen osallistumisen muotoja he olivat tehneet, esimerkiksi allekirjoittaneet kansalaisaloitteen tai osallistuneet poliittisen puolueen tai muun yhteiskunnallisen järjestön toimintaan. Tämän jälkeen kysyttiin vastaajien käsityksiä siitä, kumpaa sukupuolta oleva poliitikko, mies vai nainen, kykenee toimimaan paremmin eri politiikan osa-alueilla. Vastaajat myös arvioivat, miten Sipilän hallituksen vaalilupauksen olivat toteutuneet heidän mielestään. Lopuksi vastaajat arvioivat niin Suomen talouden tilannetta kuin tyytyväisyyttä omaan taloudelliseen tilanteeseen ja elämään yleensä. Vastaajilta kysyttiin vielä eri ryhmiin samastumisesta ja omista luonteenpiirteistä. Tutkimusaineiston k-alkuiset muuttujat ovat kansallisen eduskuntavaalitutkimuksen sisältömuuttujia, q-alkuiset ovat kansainvälisen CSES-lomakkeen sisältömuuttujia, p-alkuiset ovat perävaunulomakkeen muuttujia, a-alkuiset ovat kansainvälisen CSES-lomakkeen hallinnollisia muuttujia ja d-alkuiset ovat taustamuuttujia. Taustatietoja aineistossa ovat syntymävuosi, sukupuoli, koulutusaste, siviilisääty, yleinen terveydentila, ammattiliittoon kuuluminen, elämäntilanne, ammatti ja ammattiryhmä, työskentelysektori, kotitalouden yhteenlasketut vuositulot, kotitalouden henkilömäärä ja lasten määrä, uskonnollisuus, uskonnolliseen yhteisöön kuuluminen, äidinkieli, vähemmistöön kuuluminen, kotikunta, vaalipiiri ja maakunta."
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                        "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"
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                ],
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                    "fi": "https://www.luke.fi/fi/tietoa-lukesta/asiakirjajulkisuus-ja-tietopyynnot#tietopyynnon-toimittaminen-ja-kasittely"
                },
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            },
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                            "en": "Natural Resources Institute Finland",
                            "fi": "Luonnonvarakeskus",
                            "sv": "Naturresursinstitutet",
                            "und": "Luonnonvarakeskus"
                        },
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                        "id": "0b6e2e07-fd82-41c9-b228-701ec8970e08",
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                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4100010",
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                },
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                        "name": "Saija Huuskonen"
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                            "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"
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            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-att",
            "description": {
                "fi": "Rauduskoivun kasvatusvaihtoehtojen kannattavuus (RKHARV) kokeissa tutkitaan harvennuksen ajankohdan ja voimakkuuden vaikutuksia rauduskoivikon kasvuun, tuotokseen ja tekniseen laatuun. \n\nJäävän puuston pohjapinta-ala oli ensiharvennuksessa 50, 65 ja 80 %:n tasolla harventamattomasta kontrollista, myöhemmissä harvennuksissa voimakkaimmillaan 40 tai 35 %. Puiden koko ja oksaisuus mitataan ja laatu arvioidaan 5 vuoden välein. Toisella harvennuskerralla eräillä kokeilla verrataan ylä- ja alaharvennuksia. Puut on kartoitettu puukohtaista tarkastelua varten.\n\nKokeita on perustettu 25, joista tällä hetkellä voimassa 9 (2026).Ensimmäiset kokeet on perustettu 1980 ja pääosa vuosina 1989-1990. Koesarjaan on siirretty 2 rauduskoivukoetta, jotka perustettu 1963 ja 1976.\nKokeita on mitattu 6-9 kertaa. 2019 on mitattu kaikki voimassa olevat kokeet ja 2025 vielä 4 koetta uudestaan\nMuutamilla kokeilla on mitattu alikasvoskuusen määrää, kasvua sekä vapautushakkuun ajanmenekkiä ja puustovaurioita."
            },
            "field_of_science": [
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                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Forestry",
                        "fi": "Metsätiede",
                        "sv": "Skogsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2026-05-08",
            "keyword": [
                "rauduskoivu",
                "puusto",
                "kasvu",
                "tuotos"
            ],
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                {
                    "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": "e12c5b27-e77c-4742-a994-1feaa2aedf78",
                "organization": "luke.fi",
                "admin_organization": "luke.fi"
            },
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            "persistent_identifier": "urn:nbn:fi:fd-98d230b9-d847-3d54-90d1-e4dc7e2ad2f6",
            "pid_generated_by_fairdata": true,
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            "relation": [
                {
                    "entity": {
                        "title": {
                            "fi": "Puuntuotoksen tutkimussuunnan kestokokeiden periaatteita ja suunnitelmia"
                        },
                        "entity_identifier": "https://urn.fi/URN:ISBN:951-40-0869-3",
                        "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"
                            }
                        }
                    },
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                        "id": "d48aef1e-b6e1-46da-8f44-f4141b4b8d85",
                        "url": "http://purl.org/dc/terms/relation",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/relation_type",
                        "pref_label": {
                            "en": "Relation",
                            "fi": "Liittyy"
                        }
                    },
                    "metax_ids": []
                }
            ],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [
                {
                    "start_date": "1998-01-01"
                }
            ],
            "theme": [
                {
                    "id": "8706d32e-bac4-4e9c-90ad-1969f5772651",
                    "url": "http://www.yso.fi/onto/koko/p74281",
                    "in_scheme": "http://www.yso.fi/onto/koko/",
                    "pref_label": {
                        "fi": "puuston kasvu"
                    }
                },
                {
                    "id": "3934d01a-d561-4514-8c6d-a45ec65d318d",
                    "url": "http://www.yso.fi/onto/koko/p70559",
                    "in_scheme": "http://www.yso.fi/onto/koko/",
                    "pref_label": {
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                    }
                },
                {
                    "id": "310ddf2a-bf03-4764-a35d-f789d99cb909",
                    "url": "http://www.yso.fi/onto/koko/p31355",
                    "in_scheme": "http://www.yso.fi/onto/koko/",
                    "pref_label": {
                        "en": "European white birch",
                        "fi": "rauduskoivu",
                        "sv": "vårtbjörk"
                    }
                }
            ],
            "title": {
                "fi": "Rauduskoivun kasvatusvaihtoehtojen kannattavuus"
            },
            "created": "2026-05-08T04:34:33Z",
            "modified": "2026-06-03T05:01:28Z",
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                    "title": {
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                    },
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            "published_revision": 1,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata",
            "record_created": "2026-05-08T04:34:34Z",
            "record_modified": "2026-06-03T05:01:30Z"
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                "license": [
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                        "description": {
                            "en": "The dataset is (B) available for research, teaching and study.",
                            "fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
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                            "fi": "Muu (Ei avoin)"
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                        "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"
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                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access for teaching or studying based on contract",
                            "fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
                            "sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
                        }
                    }
                ]
            },
            "actors": [
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                    "roles": [
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                        "name": "Mäkiniemi, Jaana-Piia"
                    },
                    "organization": {
                        "id": "0cd9a23c-67a2-4e85-ba30-20a7cf982774",
                        "pref_label": {
                            "en": "Tampere University & University of Helsinki",
                            "fi": "Tampereen yliopisto & Helsingin yliopisto"
                        }
                    }
                },
                {
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                    "roles": [
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                    ],
                    "organization": {
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                        "pref_label": {
                            "en": "Tietoarkisto",
                            "fi": "Tietoarkisto",
                            "sv": "Tietoarkisto",
                            "und": "Tietoarkisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
                            "pref_label": {
                                "en": "Tampere University",
                                "fi": "Tampereen yliopisto",
                                "sv": "Tammerfors universitet",
                                "und": "Tampereen yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
            "description": {
                "en": "The data consists of writings in which respondents describe the situations in which they have experienced shame or embarrasing moment at work. In an open writing invitation, respondents were asked to write a description/story, as detailed as possible, of a situation in their work where they experienced shame. If the respondent wished to write about more than one situation of shame, he/she was asked to fill in a separate response form for each. The respondent was allowed to write in any way he/she wished, highlighting the issues that he/she considered important. In the writing invitation, the respondents were instructed to write about, for example, what they thought the situation was about, what happened, who was involved, how the situation developed and/or what they believed was the cause of their own feelings of shame. As background information, the respondents were asked about their gender, age group at the time of the incident, job title and nature of employment. The data were organised into an easy to use HTML version at FSD.",
                "fi": "Aineisto koostuu kirjoituksista, joissa vastaajat kertovat millaisissa tilanteissa ja miksi he ovat kokeneet häpeää työssään. Avoimessa kirjoituskutsussa vastaajia pyydettiin kirjoittamaan vapaamuotoinen ja mahdollisimman tarkka kuvaus/tarina sellaisesta tilanteesta työssään, jossa hän koki häpeää. Jos vastaaja halusi kirjoittaa useammasta häpeätilanteesta, pyydettiin häntä täyttämään kustakin erillinen vastauslomake. Kirjoittaa sai haluamallaan tavalla ja mielestään tärkeitä asioita korostaen. Kirjoituskutsussa ohjeistettiin, että kirjoituksessa oli mahdollista kertoa esimerkiksi se, mistä tilanteessa oli vastaajan mielestä kyse, mitä siinä tapahtui, keitä siinä oli osallisina, miten tilanne kehittyi ja/tai mistä vastaaja uskoi oman häpeän tunteen tilanteessa johtuvan. Taustatietona kysyttiin sukupuolta, tapahtumahetkistä ikäryhmää, ammattinimikettä ja työsuhteen luonnetta."
            },
            "field_of_science": [
                {
                    "id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Social sciences",
                        "fi": "YHTEISKUNTATIETEET",
                        "sv": "Samhällsvetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2026-06-01",
            "keyword": [
                "itseluottamus",
                "häpeä",
                "työhyvinvointi",
                "esihenkilö-alaissuhde",
                "esihenkilötaidot",
                "työpaikkakiusaaminen",
                "työilmapiiri",
                "self-esteem",
                "workplace bullying",
                "working conditions",
                "workplace",
                "työterveys",
                "työolot",
                "Occupational health",
                "Working conditions"
            ],
            "language": [],
            "metadata_owner": {
                "id": "0eabdf3f-948e-43bf-84ab-fe7b6163faaf",
                "organization": "service_fsd"
            },
            "other_identifiers": [
                {
                    "notation": "https://doi.org/10.60686/t-fsd3891",
                    "identifier_type": {
                        "id": "753e313e-2eb1-4f81-988c-d50e7a7cd7fb",
                        "url": "http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/identifier_type",
                        "pref_label": {
                            "en": "Digital Object Identifier (DOI)"
                        }
                    },
                    "metax_ids": []
                }
            ],
            "persistent_identifier": "urn:nbn:fi:fsd:T-FSD3891",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [
                {
                    "id": "6d4f5ce3-a1cf-42a3-91ee-b5a3ddc84f9d",
                    "title": {
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                    },
                    "description": {
                        "en": "Contains the date(s) when the data were collected."
                    },
                    "spatial": {
                        "geographic_name": "Suomi"
                    },
                    "temporal": {
                        "start_date": "2024-03-05",
                        "end_date": "2024-05-31"
                    },
                    "is_associated_with": [],
                    "used_entity": [],
                    "variables": [
                        {
                            "id": "47128921-6118-42aa-bf3b-82cd690c5fac",
                            "pref_label": {
                                "en": "People who have experienced shame or embarrasing moment at work",
                                "fi": "Henkilöt, joilla on häpeäkokemuksia työelämästä"
                            }
                        }
                    ]
                },
                {
                    "id": "f027b715-e40f-489f-ab90-8bf53ee1f229",
                    "title": {
                        "en": "Production"
                    },
                    "description": {
                        "en": "Date when the data collection were produced (not distributed or archived)"
                    },
                    "temporal": {
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                        "end_date": "2026-06-01"
                    },
                    "is_associated_with": [],
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                },
                {
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                    },
                    "description": {
                        "en": "Contains the date(s) when the data were collected."
                    },
                    "spatial": {
                        "geographic_name": "Finland"
                    },
                    "is_associated_with": [],
                    "used_entity": [],
                    "variables": []
                }
            ],
            "relation": [],
            "remote_resources": [],
            "spatial": [
                {
                    "geographic_name": "Suomi"
                },
                {
                    "geographic_name": "Finland"
                }
            ],
            "state": "published",
            "temporal": [
                {
                    "start_date": "2024-03-05",
                    "end_date": "2024-05-31"
                }
            ],
            "theme": [],
            "title": {
                "en": "Writings about Experiences of Shame at Work 2024",
                "fi": "Kirjoituksia häpeän kokemuksista työelämässä 2024"
            },
            "created": "2026-06-02T01:11:15Z",
            "modified": "2026-06-03T01:11:17Z",
            "dataset_versions": [
                {
                    "id": "1c0fbbf4-427c-40e5-9949-eb95b041271e",
                    "title": {
                        "en": "Writings about Experiences of Shame at Work 2024",
                        "fi": "Kirjoituksia häpeän kokemuksista työelämässä 2024"
                    },
                    "persistent_identifier": "urn:nbn:fi:fsd:T-FSD3891",
                    "state": "published",
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                }
            ],
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            "metadata_repository": "Fairdata",
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                        "description": {
                            "en": "The dataset is (D) available only by permission from the data depositor/creator.",
                            "fi": "Aineisto on käytettävissä (D) vain luovuttajan luvalla."
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
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                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
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                    }
                },
                "restriction_grounds": [
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                        "url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access due to other reasons",
                            "fi": "Saatavuutta rajoitettu muulla perusteella",
                            "sv": "Begränsad åtkomst av övriga skäl"
                        }
                    }
                ]
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                        "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",
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                        "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"
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                    {
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                        "url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/education",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access for teaching or studying based on contract",
                            "fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
                            "sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
                        }
                    }
                ]
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            "actors": [
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                    "roles": [
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                    "person": {
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                        "name": "Forth, Alti"
                    },
                    "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"
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                },
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                    "organization": {
                        "id": "24e34cd1-11fc-4777-985c-dbdd68b78c24",
                        "pref_label": {
                            "en": "Tietoarkisto",
                            "fi": "Tietoarkisto",
                            "sv": "Tietoarkisto",
                            "und": "Tietoarkisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
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                                "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"
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            ],
            "cumulative_state": 0,
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            "description": {
                "en": "The data consists of writings by unemployed job seekers. The data was originally collected for a master's thesis examining how the political decisions made by the Orpo government are reflected in the everyday lives of unemployed job seekers. The aim of the call for writings was to find out what the changes and cuts made by the government in the areas of social, health, and employment policy mean in practice. Respondents were free to write about their experiences, but the call for submissions also offered a few guiding questions to help them. The questions provided an opportunity to reflect on, for example, how the government's decisions have affected the respondent's everyday life, livelihood, or the services they use, as well as how it feels to be an unemployed job seeker in the current climate. The questions also asked whether the respondent felt heard and seen in society, whether their attitude toward the future had changed as a result of the government's actions, and what they would like decision-makers to understand about their life. Background information was asked about age group, education, duration of unemployment, and whether the respondent had participated in employment promotion services as an unemployed job seeker.",
                "fi": "Aineisto koostuu työttömien työnhakijoiden kirjoituksista. Aineisto on kerätty alun perin pro gradu -tutkielmaan, jossa tarkastellaan Orpon hallituksen tekemien poliittisten päätösten konkretisoitumista työttömien työnhakijoiden arjessa. Kirjoituskutsulla kerättyjen kirjoitusten avulla pyrittiin selvittämään, mitä hallituksen sosiaali-, terveys- ja työllisyyspolitiikan saralla tekemät muutokset ja leikkaukset tarkoittavat käytännössä. Kokemuksistaan sai kirjoittaa vapaasti, mutta kirjoituskutsussa tarjottiin kirjoittamisen avuksi myös muutamia apukysymyksiä. Apukysymyksillä tarjottiin mahdollisuutta pohtia esimerkiksi sitä, miten hallituksen päätökset ovat vaikuttaneet vastaajan arkeen, toimeentuloon tai hänen käyttämiinsä palveluihin, sekä miltä tuntuu olla työtön työnhakija nykyisessä ilmapiirissä? Apukysymyksissä kysyttiin myös, kokeeko vastaaja tulleensa kuulluksi ja nähdyksi yhteiskunnassa, onko hänen suhtautumisensa tulevaisuuteen muuttunut hallituksen toimien myötä ja mitä hän toivoisi päättäjien ymmärtävän elämästään. Taustatietona kysyttiin ikäryhmää, koulutusta, työttömyyden kestoa sekä sitä, onko vastaaja osallistunut työttömänä työnhakijana työllistymistä edistäviin palveluihin."
            },
            "field_of_science": [
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                    "id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Social sciences",
                        "fi": "YHTEISKUNTATIETEET",
                        "sv": "Samhällsvetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2026-06-01",
            "keyword": [
                "työttömät",
                "työttömyys",
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                "hallituspolitiikka",
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                "tuettu työllistyminen",
                "tukipolitiikka",
                "unemployed",
                "unemployment",
                "standard of living",
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                "job hunting",
                "expectations",
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                "Työttömyys ja työttömät",
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                "Unemployment"
            ],
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                    "url": "http://lexvo.org/id/iso639-3/fin",
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                    "pref_label": {
                        "en": "Finnish",
                        "fi": "suomi",
                        "sv": "finska"
                    }
                }
            ],
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            ],
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                {
                    "start_date": "2025-09-23",
                    "end_date": "2025-11-23"
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            ],
            "theme": [],
            "title": {
                "en": "Unemployed People's Views on the Impact of Government Decisions on their Everyday Lives 2025",
                "fi": "Työttömien näkemyksiä hallituksen päätösten vaikutuksista omaan arkeen 2025"
            },
            "created": "2026-06-02T01:11:10Z",
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                    },
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                            "en": "The dataset is (B) available for research, teaching and study.",
                            "fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
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                ],
                "access_type": {
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                    "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",
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                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
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                            "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"
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                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access for teaching or studying based on contract",
                            "fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
                            "sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
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                        "parent": {
                            "id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
                            "pref_label": {
                                "en": "Tampere University",
                                "fi": "Tampereen yliopisto",
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            "description": {
                "en": "The Vocational School Student Survey (VET Student Survey) 2024 is a total study charting experiences of young people studying in Finnish vocational education institutions. The survey was conducted by the Research Foundation for Studies and Education (Otus) in collaboration with the National Union of Vocational Students in Finland (SAKKI), which also funded the study with funding received from the Ministry of Education and Culture. Main themes of the survey included applying for studies, experiences relating to studies and teaching, financial circumstances, plans for the future and working life, and wellbeing and leisure time. First, the respondents were asked about their studies at present with questions concerning, for instance, their field of education. Questions also surveyed how the respondents had entered their studies and also the respondents' decision to apply for vocational studies was examined. The respondents were also asked how they had performed in earlier education. Next, respondents were asked about their experiences of studying. Among other things, they were asked about the time spent studying and the amount of different aspects of their current studies, such as face-to-face teaching, distance learning and on-the-job learning. Students were also asked about the challenges of studying, the teaching and guidance they received from the institution and their general experiences of the institution. In addition, respondents were asked questions about their personal competence development plan and views on study facilities and learning materials. This was followed by statements about on-the-job learning and questions about progress and obstacles to studies and reasons for considering dropping out of studies. Next, respondents were asked about their employment during their studies, their financial situation and their living arrangements. In terms of leisure and well-being, respondents were asked about their health, friends and family, experiences of being bullied and sexual harassment. As regards to working life and future expectations, the survey asked about views on the time after graduation and the transition to working life. Respondents also assessed their own career aspirations. They were also asked about their intentions to continue studying after their current studies. Background variables included the respondent's field of study, age, gender, mother tongue, as well as, parents' employment status and education level.",
                "fi": "Amisbarometri on tutkimus, jonka tavoitteena on saada kattavaa ja monipuolista tietoa Suomen ammattiin opiskelevista. Kyselyn keskeisiä teemoja ovat koulutukseen hakeutuminen, kokemukset opiskelusta ja opetuksesta, opintojen edistyminen ja kiinnittyminen opintoihin, opiskelijoiden työssäkäynti, asuminen ja toimeentulo, näkemykset työelämästä ja tulevaisuudesta sekä opiskelijoiden hyvinvointi ja vapaa-aika. Kyselyaineiston toteutuksesta ovat vastanneet Opiskelun ja koulutuksen tutkimussäätiö (OTUS) yhteistyössä Suomen Ammattiin Opiskelevien Liitto SAKKI ry:n kanssa. Tutkimusta on rahoittanut SAKKI ry, joka sai rahoituksen Opetus- ja kulttuuriministeriöltä. Aluksi kyselyssä tiedusteltiin vastaajien nykyisistä opinnoista kysymällä opiskellusta tutkintotyypistä ja alasta. Seuraavaksi kartoitettiin koulutukseen hakeutumista. Vastaajilta kysyttiin muun muassa syitä, miksi olivat hakeutuneet nykyiselle koulutusalalleen. Esillä olivat myös nykyisiä opintoja edeltävä elämänvaihe sekä opintomenestys aiemmissa opinnoissa. Seuraavaksi vastaajilta kysyttiin kokemuksia opiskeluun liittyen. Kysyttiin muun muassa opiskeluun käytetystä ajasta ja nykyisten opintojen eri osa-alueiden, kuten lähiopetuksen, etäopetuksen ja työssäoppimisen määrästä opinnoissa. Opiskelijoilta kysyttiin lisäksi opintojen haastavuudesta, oppilaitoksesta saadusta opetuksesta ja ohjauksesta sekä yleisiä kokemuksia oppilaitokseen liittyen. Tutkittaville esitettiin myös henkilökohtaisen osaamisen kehittämissuunnitelmaa koskevia väittämiä. Lisäksi tiedusteltiin näkemyksiä opiskelutiloista ja oppimateriaaleista. Tämän jälkeen esitettiin työpaikalla tapahtuvaa oppimista koskevia väittämiä sekä kysyttiin opintojen edistymisestä sekä opintoja hidastavista tekijöistä ja syitä opintojen keskeyttämisen harkitsemiseen. Seuraavaksi vastaajilta kysyttiin työssä käymisestä opintojen aikana, taloudellisesta tilanteesta ja asumismuodosta. Vapaa-aikaan ja hyvinvointiin liittyen kysyttiin vastaajien terveydentilasta, kaveri- ja lähipiiristä, kokemuksista kiusatuksi tulemisesta ja seksuaalisesta häirinnästä. Työelämää ja tulevaisuudenodotuksia tiedusteltiin kysymällä näkemyksiä valmistumisen jälkeisestä ajasta sekä työelämään siirtymisestä. Vastaajat myös arvioivat omia uratoiveita. Lisäksi kysyttiin, aikomuksista jatkaa opiskelua nykyisten opintojen jälkeen. Taustamuuttujina ovat muun muassa oppilaitoksen kuntatyyppi, maakunta ja AVI-alue sekä vastaajan koulutusala, ikäluokka, sukupuoli, äidinkieli ja vanhempien työllisyystilanne ja koulutustausta."
            },
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                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Social sciences",
                        "fi": "YHTEISKUNTATIETEET",
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                }
            ],
            "infrastructure": [],
            "issued": "2025-03-26",
            "keyword": [
                "ammatillinen koulutus",
                "ammattikoululaiset",
                "koulutus",
                "opiskelu",
                "opetus",
                "opiskelijat",
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            ],
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                    "pref_label": {
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                        "fi": "suomi",
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            ],
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                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4100010",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                },
                {
                    "id": "6b949701-a4db-451f-b1e4-cfa618b35b4d",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "cd0e53f1-8f0a-4972-b8b0-fde81326afb9",
                        "pref_label": {
                            "en": "CSC – IT Center for Science",
                            "fi": "CSC - Tieteen tietotekniikan keskus Oy",
                            "sv": "CSC – IT Center for Science",
                            "und": "CSC - Tieteen tietotekniikan keskus Oy"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/09206320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-att",
            "description": {
                "en": "Estimates of variables in map form from multi-source national forest inventory (MS-NFI)\nfor year 2023 by Natural Resources Institute Finland (Luke). The estimates are calculated\nusing field data from the Finnish national forest inventory, satellite images and other digital\ngeoreferenced data, such as topographic database of the National Land Survey of Finland.\nTwelve sets of estimates have been produced since 1990 for the most part of the country and eleven\nsets for Lapland. The number of the map form themes in the latest MS-NFI is 45.\n\nIn addition to the volumes by tree species and timber assortments, the biomass by tree species groups and tree\ncompartments have been estimated. A new set of the products will be produced annually or\nbiannually. The maps are in a raster format with a pixel size of 16m x 16m\nand in the ETRS-TM35FIN coordinate system. The products cover the combined land categories\nforest land, poorly productive forest land and unproductive land. The other land categories\nas well as water bodies have been delineated out using the elements of the topographic\ndatabase of the Land Survey of Finland.\n\nThemes:\n* Biomass, spruce, living branches 2023 (10 kg/ha)\n* Biomass, spruce, stem residual 2023 (10 kg/ha)\n* Biomass, spruce, roots, d > 1 cm 2023 (10 kg/ha)\n* Biomass, spruce, stump 2023 (10 kg/ha)\n* Biomass, spruce, dead branches 2023 (10 kg/ha)\n* Biomass, spruce, stem and bark 2023 (10 kg/ha)\n* Biomass, spruce, foliage 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, living branches 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, stem residual 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, roots, d > 1 cm 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, stump 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, dead branches 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, stem and bark 2023 (10 kg/ha)\n* Biomass, broad-leaved trees, foliage 2023 (10 kg/ha)\n* Biomass, pine, living branches 2023 (10 kg/ha)\n* Biomass, pine, stem residual 2023 (10 kg/ha)\n* Biomass, pine, roots, d > 1 cm 2023 (10 kg/ha)\n* Biomass, pine, stump 2023 (10 kg/ha)\n* Biomass, pine, dead branches 2023 (10 kg/ha)\n* Biomass, pine, stem and bark 2023 (10 kg/ha)\n* Biomass, pine, foliage 2023 (10 kg/ha)\n* Site main class 2023 (1-4)\n* Site fertility class 2023 (1-10)\n* Land class 2023 (1-3)\n* Land class based on FAO FRA 2023 (1-4)\n* Stand age 2023 (year) \n* Stand mean diameter of 2023 (cm)\n* Stand mean height 2023 (dm)\n* Canopy cover 2023 (%)\n* Canopy cover of broad-leaved trees 2023 (%)\n* Stand basal area 2023 (m2/ha) \n* Data source index, MSNFI 2023\n* Volume, birch 2023 (m3/ha) \n* Volume, birch pulpwood 2023 (m3/ha)\n* Volume, birch saw timber 2023 (m3/ha)\n* Volume, spruce 2023 (m3/ha)\n* Volume, spruce pulpwood 2023 (m3/ha)\n* Volume, spruce saw timber 2023 (m3/ha)\n* Volume, other broad-leaved trees 2023 (m3/ha)\n* Volume, other broad-leaved trees pulpwood 2023 (m3/ha)\n* Volume, other broad-leaved trees saw timber 2023 (m3/ha)\n* Volume, pine 2023 (m3/ha)\n* Volume, pine pulpwood 2023 (m3/ha)\n* Volume, pine saw timber 2023 (m3/ha)\n* Volume, the growing stock 2023 (m3/ha)\n\nThe pixel value indicates the value of the theme variable except:\n* 32766 is a missing value: the pixel belongs to forestry land but without satellite image cover\n* 32767 is a null value: the pixel does not belong to forestry land or is outside of the country\n\nMore information: [https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi](https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi)",
                "fi": "Luonnonvarakeskuksen (Luke) valtakunnan metsien monilähteisessä inventoinnissa (MVMI) tuotetut\nkarttamuotoiset metsävaratiedot vuodelle 2023. Inventointi perustuu maastotietoihin, satelliittikuviin\nja muuhun numeeriseen paikkatietoon. Suurimpaan osaan maata on tuotettu vuodesta 1990 lähtien\n12 kattavaa karttateemajoukkoa ja Lappiin 11.\n\nUusimmassa monilähdeinventoinnissa on 45 teemaa, puutavaralajitilavuuksien lisäksi puulajeittaiset ja\npuusto-ositteittaiset biomassat. Uudet teemat tuotetaan yhden tai kahden vuoden välein.\nKarttamuotoiset aineistot ovat rasterimuodossa 16m x 16m hilassa ETRS-TM35FIN-koordinaattijärjestelmässä.\nAineistot kattavat metsätalouden maan (VMI-maaluokista metsä-, kitu- ja joutomaan). Tässä aineistossa\nmuu maa ja vesialueet on rajattu pois käyttäen maastotietokannan elementtejä, jotka lähinnä\nvastaavat VMI:n muita maaluokkia kuin metsä-, kitu- ja joutomaata.\n\nTeemat:\n* Biomassa, kuusi, elävät oksat 2023 (10 kg/ha)\n* Biomassa, kuusi, hukkapuuosa 2023 (10 kg/ha)\n* Biomassa, kuusi, juuret, d > 1 cm 2023 (10 kg/ha)\n* Biomassa, kuusi, kanto 2023 (10 kg/ha)\n* Biomassa, kuusi, kuolleet oksat 2023 (10 kg/ha)\n* Biomassa, kuusi, kuorellinen runkopuu 2023 (10 kg/ha)\n* Biomassa, kuusi, neulaset 2023 (10 kg/ha)\n* Biomassa, lehtipuut, elävät oksat 2023 (10 kg/ha)\n* Biomassa, lehtipuut, hukkapuuosa 2023 (10 kg/ha)\n* Biomassa, lehtipuut, juuret, d > 1 cm 2023 (10 kg/ha)\n* Biomassa, lehtipuut, kanto 2023 (10 kg/ha)\n* Biomassa, lehtipuut, kuolleet oksat 2023 (10 kg/ha)\n* Biomassa, lehtipuut, kuorellinen runkopuu 2023 (10 kg/ha)\n* Biomassa, lehtipuut, lehvästö 2023 (10 kg/ha)\n* Biomassa, mänty, elävät oksat 2023 (10 kg/ha)\n* Biomassa, mänty, hukkapuuosa 2023 (10 kg/ha)\n* Biomassa, mänty, juuret, d > 1 cm 2023 (10 kg/ha)\n* Biomassa, mänty, kanto 2023 (10 kg/ha)\n* Biomassa, mänty, kuolleet oksat 2023 (10 kg/ha)\n* Biomassa, mänty, kuorellinen runkopuu 2023 (10 kg/ha)\n* Biomassa, mänty, neulaset 2023 (10 kg/ha)\n* Kasvupaikan päätyyppi 2023 (1-4)\n* Kasvupaikka 2023 (1-10)\n* Maaluokka 2023 (1-3)\n* Maaluokka FAOn FRA-määritelmän mukaan 2023 (1-4)\n* Puuston ikä 2023 (vuosi)\n* Puuston keskiläpimitta 2023 (cm)\n* Puuston keskipituus 2023 (dm)\n* Puuston latvuspeittävyys, koko puusto 2023 (%)\n* Puuston latvuspeittävyys, lehtipuut 2023 (%)\n* Puuston pohjapinta-ala 2023 (m2/ha)\n* Tietolähdeindeksi, MVMI 2023\n* Tilavuus, koivu 2023 (m3/ha)\n* Tilavuus, koivu kuitupuu 2023 (m3/ha)\n* Tilavuus, koivu tukkipuu 2023 (m3/ha)\n* Tilavuus, kuusi 2023 (m3/ha)\n* Tilavuus, kuusi kuitupuu 2023 (m3/ha)\n* Tilavuus, kuusi tukkipuu 2023 (m3/ha)\n* Tilavuus, muu lehtipuu 2023 (m3/ha)\n* Tilavuus, muu lehtipuu kuitupuu 2023 (m3/ha)\n* Tilavuus, muu lehtipuu tukkipuu 2023 (m3/ha)\n* Tilavuus, mänty 2023 (m3/ha)\n* Tilavuus, mänty kuitupuu 2023 (m3/ha)\n* Tilavuus, mänty tukkipuu 2023 (m3/ha)\n* Tilavuus, puusto yhteensä 2023 (m3/ha)\n\nPikseliarvot ovat yllä olevan taulukon mukaisia suureita, paitsi:\n* 32766 on puuttuva tieto: pikseli on metsää mutta sille ei ole satelliittikuvapeittoa\n* 32767 on nodata: pikseli ei ole metsää, eli on metsätulkinnan ulkopuolella\n\nLisätietoja: [https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi](https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi)"
            },
            "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": "2025-08-05",
            "keyword": [
                "Paituli"
            ],
            "language": [],
            "metadata_owner": {
                "id": "e883ab57-f794-4692-8027-147f71a3eafd",
                "organization": "csc.fi",
                "admin_organization": "csc.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "urn:nbn:fi:fd-849cabd2-0ae5-3455-b6f3-a39086cce33c",
            "pid_generated_by_fairdata": true,
            "projects": [
                {
                    "id": "43df0f15-2aa8-4ad0-bb78-3ec3dfc969f0",
                    "title": {
                        "en": "National forest inventory",
                        "fi": "Valtakunnan metsien inventointi"
                    },
                    "participating_organizations": [
                        {
                            "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"
                        }
                    ],
                    "funding": []
                }
            ],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Biomassa, kuusi, elävät oksat  / Biomass, spruce, living branches"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=data_id=luke_vmi_bm_kuusi_elavatoksat_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, kuusi, hukkapuuosa  / Biomass, spruce, stem residual"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_kuusi_latva_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, kuusi, juuret / Biomass, spruce, roots"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_kuusi_juuret_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, kuusi, kanto  / Biomass, spruce, stump"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_kuusi_kanto_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, kuusi, kuolleet oksat  / Biomass, spruce, dead branches"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_kuusi_kuolleetoksat_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, kuusi, kuorellinen runkopuu  / Biomass, spruce, stem and bark"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_kuusi_runkokuori_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, kuusi, neulaset  / Biomass, spruce, foliage"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_kuusi_neulaset_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, elävät oksat  / Biomass, broad-leaved trees, living branches"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_elavatoksat_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, hukkapuuosa  / Biomass, broad-leaved trees, stem residual"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_latva_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, juuret / Biomass, broad-leaved trees, roots"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_juuret_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, kanto  / Biomass, broad-leaved trees, stump"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_kanto_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, kuolleet oksat  / Biomass, broad-leaved trees, dead branches"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_kuolleetoksat_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, kuorellinen runkopuu  / Biomass, broad-leaved trees, stem and bark"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_runkokuori_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, lehtipuut, lehvästö  / Biomass, broad-leaved trees, foliage"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_lehtip_neulaset_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, mänty, elävät oksat  / Biomass, pine, living branches"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_manty_elavatoksat_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, mänty, hukkapuuosa  / Biomass, pine, stem residual"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_manty_latva_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, mänty, juuret  / Biomass, pine, roots"
                    },
                    "use_category": {
                        "id": "ed5844fc-6309-4a8f-98bb-e18c1aec9fdc",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/outcome",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Outcome material",
                            "fi": "Tulosaineisto"
                        }
                    },
                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_bm_manty_juuret_16m_2023_euref"
                },
                {
                    "title": {
                        "en": "Biomassa, mänty, kanto  / Biomass, pine, stump"
                    },
                    "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": {
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            "title": {
                "en": "Multi-source national forest inventory (MS-NFI) raster maps of 2023",
                "fi": "Monilähteisen valtakunnan metsien inventoinnin (MVMI) kartta-aineisto 2023"
            },
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                            "fi": "Luonnonvarakeskus",
                            "sv": "Naturresursinstitutet",
                            "und": "Luonnonvarakeskus"
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            "description": {
                "en": "Estimates of variables in map form from multi-source national forest inventory (MS-NFI) for year 2021 by Natural Resources Institute Finland (Luke). The estimates are calculated using field data from the Finnish national forest inventory, satellite images and other digital georeferenced data, such as topographic database of the National Land Survey of Finland. Ten sets of estimates have been produced for the most part of the country and nine sets for Lapland. The number of the map form themes is 45. In addition to the volumes by tree species and timber assortments, the biomass by tree species groups and tree compartments have been estimated. A new set of the products will be produced annually or biannually in the future. The maps are in a raster format with a pixel size of 16m x 16m and in the ETRS-TM35FIN coordinate system. The products cover the combined land categories forest land, poorly productive forest land and unproductive land. The other land categories as well as water bodies have been delineated out using the elements of the topographic database of the Land Survey of Finland.\n\nThemes:\n* Biomass, spruce, living branches 2021 (10 kg/ha)\n* Biomass, spruce, stem residual 2021 (10 kg/ha)\n* Biomass, spruce, roots, d > 1 cm 2021 (10 kg/ha)\n* Biomass, spruce, stump 2021 (10 kg/ha)\n* Biomass, spruce, dead branches 2021 (10 kg/ha)\n* Biomass, spruce, stem and bark 2021 (10 kg/ha)\n* Biomass, spruce, foliage 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, living branches 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, stem residual 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, roots, d > 1 cm 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, stump 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, dead branches 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, stem and bark 2021 (10 kg/ha)\n* Biomass, broad-leaved trees, foliage 2021 (10 kg/ha)\n* Biomass, pine, living branches 2021 (10 kg/ha)\n* Biomass, pine, stem residual 2021 (10 kg/ha)\n* Biomass, pine, roots, d > 1 cm 2021 (10 kg/ha)\n* Biomass, pine, stump 2021 (10 kg/ha)\n* Biomass, pine, dead branches 2021 (10 kg/ha)\n* Biomass, pine, stem and bark 2021 (10 kg/ha)\n* Biomass, pine, foliage 2021 (10 kg/ha)\n* Site main class 2021 (1-4)\n* Site fertility class 2021 (1-10)\n* Land class 2021 (1-3)\n* Land class based on FAO FRA 2021 (1-4)\n* Stand age 2021 (year) \n* Stand mean diameter of 2021 (cm)\n* Stand mean height 2021 (dm)\n* Canopy cover 2021 (%)\n* Canopy cover of broad-leaved trees 2021 (%)\n* Stand basal area 2021 (m2/ha) \n* Data source index, MSNFI 2021\n* Volume, birch 2021 (m3/ha) \n* Volume, birch pulpwood 2021 (m3/ha)\n* Volume, birch saw timber 2021 (m3/ha)\n* Volume, spruce 2021 (m3/ha)\n* Volume, spruce pulpwood 2021 (m3/ha)\n* Volume, spruce saw timber 2021 (m3/ha)\n* Volume, other broad-leaved trees 2021 (m3/ha)\n* Volume, other broad-leaved trees pulpwood 2021 (m3/ha)\n* Volume, other broad-leaved trees saw timber 2021 (m3/ha)\n* Volume, pine 2021 (m3/ha)\n* Volume, pine pulpwood 2021 (m3/ha)\n* Volume, pine saw timber 2021 (m3/ha)\n* Volume, the growing stock 2021 (m3/ha)\n\nThe pixel value indicates the value of the theme variable except:\n* 32766 is a missing value: the pixel belongs to forestry land but without satellite image cover\n* 32767 is a null value: the pixel does not belong to forestry land or is outside of the country\n\nMore information: [https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi](https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi)",
                "fi": "Luonnonvarakeskuksen (Luke) valtakunnan metsien monilähteisessä inventoinnissa (MVMI) tuotetut karttamuotoiset metsävaratiedot vuodelle 2021. Inventointi perustuu maastotietoihin, satelliittikuviin ja muuhun numeeriseen paikkatietoon. Suurimpaan osaan maata on tuotettu 10 kattavaa karttateemajoukkoa ja Lappiin 9. Inventoinnissa on 45 teemaa, puutavaralajitilavuuksien lisäksi puulajeittaiset ja puusto-ositteittaiset biomassat. Jatkossa uudet teemat tuotetaan yhden tai kahden vuoden välein. Karttamuotoiset aineistot ovat rasterimuodossa 16m x 16m hilassa ETRS-TM35FIN-koordinaattijärjestelmässä. Aineistot kattavat metsätalouden maan (VMI-maaluokista metsä-, kitu- ja joutomaan). Tässä aineistossa muu maa ja vesialueet on rajattu pois käyttäen maastotietokannan elementtejä, jotka lähinnä vastaavat VMI:n muita maaluokkia kuin metsä-, kitu- ja joutomaata.\n\nTeemat:\n* Biomassa, kuusi, elävät oksat 2021 (10 kg/ha)\n* Biomassa, kuusi, hukkapuuosa 2021 (10 kg/ha)\n* Biomassa, kuusi, juuret, d > 1 cm 2021 (10 kg/ha)\n* Biomassa, kuusi, kanto 2021 (10 kg/ha)\n* Biomassa, kuusi, kuolleet oksat 2021 (10 kg/ha)\n* Biomassa, kuusi, kuorellinen runkopuu 2021 (10 kg/ha)\n* Biomassa, kuusi, neulaset 2021 (10 kg/ha)\n* Biomassa, lehtipuut, elävät oksat 2021 (10 kg/ha)\n* Biomassa, lehtipuut, hukkapuuosa 2021 (10 kg/ha)\n* Biomassa, lehtipuut, juuret, d > 1 cm 2021 (10 kg/ha)\n* Biomassa, lehtipuut, kanto 2021 (10 kg/ha)\n* Biomassa, lehtipuut, kuolleet oksat 2021 (10 kg/ha)\n* Biomassa, lehtipuut, kuorellinen runkopuu 2021 (10 kg/ha)\n* Biomassa, lehtipuut, lehvästö 2021 (10 kg/ha)\n* Biomassa, mänty, elävät oksat 2021 (10 kg/ha)\n* Biomassa, mänty, hukkapuuosa 2021 (10 kg/ha)\n* Biomassa, mänty, juuret, d > 1 cm 2021 (10 kg/ha)\n* Biomassa, mänty, kanto 2021 (10 kg/ha)\n* Biomassa, mänty, kuolleet oksat 2021 (10 kg/ha)\n* Biomassa, mänty, kuorellinen runkopuu 2021 (10 kg/ha)\n* Biomassa, mänty, neulaset 2021 (10 kg/ha)\n* Kasvupaikan päätyyppi 2021 (1-4)\n* Kasvupaikka 2021 (1-10)\n* Maaluokka 2021 (1-3)\n* Maaluokka FAOn FRA-määritelmän mukaan 2021 (1-4)\n* Puuston ikä 2021 (vuosi)\n* Puuston keskiläpimitta 2021 (cm)\n* Puuston keskipituus 2021 (dm)\n* Puuston latvuspeittävyys, koko puusto 2021 (%)\n* Puuston latvuspeittävyys, lehtipuut 2021 (%)\n* Puuston pohjapinta-ala 2021 (m2/ha)\n* Tietolähdeindeksi, MVMI 2021\n* Tilavuus, koivu 2021 (m3/ha)\n* Tilavuus, koivu kuitupuu 2021 (m3/ha)\n* Tilavuus, koivu tukkipuu 2021 (m3/ha)\n* Tilavuus, kuusi 2021 (m3/ha)\n* Tilavuus, kuusi kuitupuu 2021 (m3/ha)\n* Tilavuus, kuusi tukkipuu 2021 (m3/ha)\n* Tilavuus, muu lehtipuu 2021 (m3/ha)\n* Tilavuus, muu lehtipuu kuitupuu 2021 (m3/ha)\n* Tilavuus, muu lehtipuu tukkipuu 2021 (m3/ha)\n* Tilavuus, mänty 2021 (m3/ha)\n* Tilavuus, mänty kuitupuu 2021 (m3/ha)\n* Tilavuus, mänty tukkipuu 2021 (m3/ha)\n* Tilavuus, puusto yhteensä 2021 (m3/ha)\n\nPikseliarvot ovat yllä olevan taulukon mukaisia suureita, paitsi:\n* 32766 on puuttuva tieto: pikseli on metsää mutta sille ei ole satelliittikuvapeittoa\n* 32767 on nodata: pikseli ei ole metsää, eli on metsätulkinnan ulkopuolella\n\nLisätietoja: [https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi](https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi)"
            },
            "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": {
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            ],
            "infrastructure": [],
            "issued": "2024-04-04",
            "keyword": [
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            "language": [],
            "metadata_owner": {
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            "other_identifiers": [],
            "persistent_identifier": "urn:nbn:fi:att:f8f2ff42-6ab6-45a6-a822-b8d62e48afe8",
            "pid_generated_by_fairdata": true,
            "projects": [
                {
                    "id": "196b8f6a-e63f-469e-a20b-12f6dde5f6a9",
                    "title": {
                        "en": "National forest inventory",
                        "fi": "Valtakunnan metsien inventointi"
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                            "id": "b941a6eb-d7ba-4261-aa8b-eb5cf98f709c",
                            "pref_label": {
                                "en": "Natural Resources Institute Finland",
                                "fi": "Luonnonvarakeskus",
                                "sv": "Naturresursinstitutet",
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                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/4100010",
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            "remote_resources": [
                {
                    "title": {
                        "en": "Biomassa, kuusi, elävät oksat  / Biomass, spruce, living branches"
                    },
                    "use_category": {
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                    "download_url": "https://paituli.csc.fi/download?data_id=data_id=luke_vmi_bm_kuusi_elavatoksat_16m_2021_euref"
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                {
                    "title": {
                        "en": "Biomassa, kuusi, hukkapuuosa  / Biomass, spruce, stem residual"
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            "description": {
                "en": "Estimates of variables in map form from multi-source national forest inventory (MS-NFI) for year 2006 by Finnish Forest Research Institute (Metla). The estimates are calculated using field data from the Finnish national forest inventory, satellite images and other digital georeferenced data, such as topographic database of the National Land Survey of Finland. Nine sets of estimates have been produced for the most part of the country and eight sets for Lapland. These three themes have been produced for production of the CORINE2006. The products cover the combined land categories forest land, poorly productive forest land and unproductive land. The other land categories as well as water bodies have been delineated out using the elements of the topographic database of the Land Survey of Finland.\n\nThemes:\n* Stand mean height 2006 (dm)\n* Canopy cover 2006 (%)\n* Canopy cover of broad-leaved trees 2006 (%)\n\n\nThe pixel value indicates the value of the theme variable except:\n* 254 is a missing value: the pixel belongs to forestry land but without satellite image cover\n* 255 is a null value: the pixel does not belong to forestry land or is outside of the country\n\nMore information: [https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi](https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi)",
                "fi": "Metsäntutkimuslaitoksen (Metla) valtakunnan metsien monilähteisessä inventoinnissa (MVMI) tuotetut karttamuotoiset metsävaratiedot vuodelle 2006. Inventointi perustuu maastotietoihin, satelliittikuviin ja muuhun numeeriseen paikkatietoon. Suurimpaan osaan maata on tuotettu 9 kattavaa karttateemajoukkoa ja Lappiin 8. Tämä aineisto (kolme teemaa) on tehty CORINE2006-tuotantoa varten MVMI-tekniikalla. Aineistot kattavat metsätalouden maan (VMI-maaluokista metsä-, kitu- ja joutomaan). Tässä aineistossa muu maa ja vesialueet on rajattu pois käyttäen maastotietokannan elementtejä, jotka lähinnä vastaavat VMI:n muita maaluokkia kuin metsä-, kitu- ja joutomaata.\n\nTeemat:\n* Puuston keskipituus 2006 (dm)\n* Puuston latvuspeittävyys, koko puusto 2006 (%)\n* Puuston latvuspeittävyys, lehtipuut 2006 (%)\n\nPikseliarvot ovat yllä olevan taulukon mukaisia suureita, paitsi:\n* 254 on puuttuva tieto: pikseli on metsää mutta sille ei ole satelliittikuvapeittoa\n* 255 on nodata: pikseli ei ole metsää, eli on metsätulkinnan ulkopuolella\n\nLisätietoja: [https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi](https://www.luke.fi/fi/seurannat/valtakunnan-metsien-inventointi-vmi)"
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            "infrastructure": [],
            "issued": "2024-05-23",
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                "Paituli"
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            "pid_generated_by_fairdata": true,
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                                "en": "Natural Resources Institute Finland",
                                "fi": "Luonnonvarakeskus",
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                    "title": {
                        "en": "Puuston keskipituus  / Stand mean height"
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                    "download_url": "https://paituli.csc.fi/download?data_id=luke_vmi_keskipituus_20m_2006_euref"
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                    "title": {
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                        "en": "Puuston latvuspeittävyys, lehtipuut  / Canopy cover of broad-leaved trees"
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}