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                "fi": "Visuaalisen maisemaseurannan kuvia viljelymaisemista sekä perinnebiotoopeista vuosilta 1996-2020. Aineisto koostuu digitaalisista kuvatiedostoista. Valokuvien alkuperäiset negatiivit ovat Suomen valokuvataiteen museon kokoelmissa.\n\nVisuaalinen maisemaseuranta kertoo valokuvin maaseudun kulttuurimaisemien muuttumisesta Suomessa 2000-luvun aikana. Muutoksia voi seurata vertaamalla toisiinsa eri ajankohtina otettuja valokuvia samoista kohteista. Seuranta perustuu noin 5–10 vuoden välein otettuihin valokuviin, jotka havainnollistavat maisemassa tapahtuneita muutoksia. Seurannan aikana maaseutumaisemaa on taltioitu tuhansiin valokuviin.\nKuva-aineisto jakautuu kahteen osaan. Laajemman kokonaisuuden muodostavat vuodesta 1996 alkaen kuvatut peltomaisemat. Pääosa niistä sijaitsee valtakunnallisesti arvokkailla maisema-alueilla ja osa maatalouden ympäristötuen vaikuttavuuden seurannan tutkimusalueilla. Toinen aineisto koostuu 1990-luvun inventoinneissa luontoarvoiltaan merkittäviksi arvioiduista perinnebiotoopeista. Aineisto sisältää yhteensä yli 5 000 panoraamavalokuvaa sekä videoita ja 360° kuvia.\n\n### Kuvaukset peltomaisemissa\nViljelymaisemien visuaalisessa seurannassa kuvauksia on tehty yhteensä 13 alueella, joista kymmenen on valtakunnallisesti arvokkaita maisema-alueita. Lisäksi kuvauksia tehtiin Kolarissa vuonna 2010.\n\nKullakin alueella kuvauksia on tehty 7–13 karttatarkastelujen perusteella valitussa maastopisteessä. Samoista koordinaateista ja kuvakulmista otetut kuvat mahdollistavat maisemamuutosten seuraamisen. Jokaisesta maastopisteestä on otettu kuvat kohti kaikkia pääilmansuuntia.\n\nKuvaukset on toistettu samoissa kohteissa viiteen kertaan: vuosina 1996, 2000, 2005, 2010 ja 2020. Muutamilla alueilla täydentäviä kuvauksia on tehty myös vuosina 2001–2003. Vuoden 1996 kuva-aineistot ovat pääosin mustavalkoisia ja ne on otettu eri kuvakoossa kuin myöhemmät kuvat. Myöhempinä vuosina kerätyt kuva-aineistot ovat yhdenmukaisia keskenään. \n\nAlkuperäisiä kuvausmenetelmiä täydennettiin vuonna 2020 dronekuvauksilla. Dronen avulla viljelymaisemista tallennettiin pallopanoraamoja, 360 asteen videoita ja ylilentokuvia.\n\nSeurannan aikana maaseudun viljelymaisemista on kertynyt lähes 3 000 valokuvaa.\n\n### Kuvaukset perinnebiotoopeilla\nPerinnebiotooppien eli perinnemaisemien seurannassa kuvauksia on tehty 48 alueella, joista puolet sijaitsee Uudellamaalla ja puolet Pirkanmaalla. Kaikki kuvauskohteet on arvioitu luontoarvoiltaan merkittäviksi 1990-luvulla tehdyssä valtakunnallisessa perinnebiotooppien inventoinnissa. Ne sisältyvät myös Suomen ympäristökeskuksen tutkimukseen, jossa selvitettiin hoitotoimien vaikutusta perinnebiotooppien eliölajistoon.\n\nJokaisessa perinnebiotooppikohteessa kuvauksia on tehty neljässä maastopisteessä. Nämä pisteet on sijoitettu Suomen ympäristökeskuksen käyttämän 50x50 metrin koealan neljään kulmapisteeseen. Kustakin kulmapisteestä on otettu aina kaksi kuvaa, yksi kohti myötäpäivään seuraavaa kulmaa ja toinen kohti vastakkaista kulmapistettä. Yhdellä kuvauskerralla kustakin kohteesta on siten otettu kahdeksan kuvaa.\n\nKuvaukset on toistettu samoilla kohteilla pääsääntöisesti neljään kertaan: vuonna 2001, vuosina 2006–2007, vuosina 2011–2012 ja vuosina 2017–2019. Muutamilla alueilla kuvauksia on tehty myös välivuosina.\n\nSeurannan aikana perinnebiotoopeista on kertynyt lähes 2 500 valokuvaa.\n\n### Kuvaajat\nTaT Tapio Heikkilä käynnisti visuaalisen maisemaseurannan kuva-aineistojen keräämisen vuonna 1996. Hänen vuonna 2007 valmistunut väitöskirjatyönsä perustui näihin aineistoihin. Heikkilä teki pitkän uran maisemansuojeluun liittyvissä tehtävissä ympäristöministeriössä.\n\nTaM Martina Motzbäuchel on osallistunut vuodesta 2005 alkaen keskeisesti visuaalisen maisemaseurannan maastokuvauksiin ja kuva-aineistojen arkistoimiseen. Hän työskentelee free lance -valokuvaajana.\n\nOiva Hakala toimi Visuaalisen maisemaseurannan valokuvaajana vuodesta 1996 lähtien.\n\nTaM Antti Hahl toimi Visuaalisen maisemaseurannan valokuvaajana vuonna 2019.\n\nFT Reija Hietala osallistui hankkeen valmisteluun ja suunnitteluun työn eri vaiheissa."
            },
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            "issued": "2025-05-16",
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            ],
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                "fi": "Tutkimuksessa selvitettiin suomalaisten suhtautumista tieteeseen ja tutkimukseen sekä kartoitettiin niiden roolia yhteiskunnassa. Uutena teemana kysyttiin vastaajan suhtautumisesta tekoälyyn sekä sen soveltamiseen yhteiskunnassa. Aluksi tiedusteltiin, mistä tieteenaloista vastaaja on kiinnostunut sekä mistä tiedonlähteistä vastaaja saa tietoa tieteestä ja sen kehityksestä. Lisäksi kysyttiin tieteen ja tutkimuksen vaikutuksista ihmisten arkipäivään tulevaisuudessa sekä pyydettiin vastaajaa arvioimaan eri seikkoja liittyen tieteen ja tutkimuksen tilaan ja tasoon Suomessa. Tämän jälkeen kysyttiin luottamuksesta yhteiskunnan instituutioita sekä tiedettä ja tutkimusta kohtaan ja vastaajia pyydettiin nimeämään julkisuudessa esiintyvä tutkija, jota he pitävät luotettavana. Lisäksi tiedusteltiin tieteen ja tutkimuksen kehittymisestä sekä tieteen kyvystä ratkaista yhteiskunnallisia ongelmia. Vastaajilta kysyttiin myös tieteen ja yhteiskunnan sekä tieteen ja politiikan suhteesta. Edelleen kysyttiin tieteen suhteesta arkielämään ja omiin henkilökohtaisiin näkemyksiin. Lopuksi selvitettiin vastaajan suhtautumisesta tekoälyyn ja sen sovelluksiin, kuten itseajaviin autoihin tai kasvojentunnistukseen rajavalvonnassa. Viimeiseksi vastaaja sai pohtia tekoälyn tuomia mahdollisuuksia tai uhkia avoimessa kysymyksessä. Taustamuuttujina olivat muun muassa sukupuoli, ikä, asema, asuinkunnan koko, kuntaryhmitys ja suuralue, asumismuoto, talouden koko, koulutustietoja, puoluekanta ja talouden vuositulot.",
                "en": "The survey studied Finnish public opinion on science and research and mapped their role in society. As a new theme, respondents were asked about their attitudes toward artificial intelligence and its applications in society. First, respondents were asked which scientific fields interested them and where they obtained information about science and its development. Respondents were also asked about the future impact of science and research on people's everyday lives, and to evaluate various aspects of the state and quality of science and research in Finland. Next, respondents were asked about their trust in various institutions, including the European Parliament, the church, trade unions, the media, the armed forces, and universities. The respondents were also asked to name a Finnish researcher whom they considered trustworthy. In addition, questions were asked about the development of science and research and the ability of science to solve societal problems. Respondents were also asked about the relation between science and politics. The survey also included various attitudinal statements about science and research. The statements covered, for instance, relationships between religion and science, science funding, alternative medicine, researchers' involvement in politics, use of scientific information in political decision-making, impact of scientific and technological development, climate change, and nutrition. Finally, the respondents' attitudes toward artificial intelligence and its applications, such as self-driving cars or facial recognition in border control, were examined. The respondents were also asked to consider the opportunities and threats posed by artificial intelligence in an open-ended question. Background variables included the respondent's gender, age, population of their municipality of residence, NUTS2 region, type of accommodation, household characteristics, basic and vocational education, statistical grouping of municipalities, political party preference, economic activity and occupational status, and household's annual income."
            },
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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",
                        "sv": "Samhällsvetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-12-12",
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                        "publisher"
                    ],
                    "organization": {
                        "id": "24e34cd1-11fc-4777-985c-dbdd68b78c24",
                        "pref_label": {
                            "en": "Tietoarkisto",
                            "fi": "Tietoarkisto",
                            "sv": "Tietoarkisto",
                            "und": "Tietoarkisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
                            "pref_label": {
                                "en": "Tampere University",
                                "fi": "Tampereen yliopisto",
                                "sv": "Tammerfors universitet",
                                "und": "Tampereen yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
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                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
            "description": {
                "fi": "Aineisto koostuu kirjoituksista, jotka käsittelevät äitiyspakkauksiin liittyviä muistoja tai kokemuksia eri vuosikymmeniltä. Kirjoituksissa korostuu pohdinta äitiyspakkauksen valinnasta, tuotteista ja merkityksestä. Muistitietokeruun on järjestänyt Suomalaisen Kirjallisuuden Seura yhdessä Tanja Vahtikarin (Tampereen yliopisto) johtaman Äitiyspakkaus tunne-esineenä: hyvinvointivaltion sosiomateriaaliaalinen kokemus 1930-luvulta 2000-luvulle -tutkimushankeen kanssa. Kirjoituskutsulla etsittiin henkilöitä, joilla on jokin äitiyspakkaukseen liittyvä muisto tai kokemus kerrottavanaan. Kutsussa vastaajille annettiin useita apukysymyksiä kirjoittamisen helpottamiseksi ja ohjaamiseksi. Niissä pyydettiin pohtimaan mm. äitiyspakkaukseen liittyviä puhetapoja, näkemyksiä ja tarinoita lähipiirissä tai laajemmassa kontekstissa, pakkauksen saamiseen liittyviä tuntemuksia sekä sen merkittävimpiä esineitä. Lisäksi vastaajille tarjottiin mahdollisuutta pohtia sitä, millainen äitiyspakkauksen merkitys on ollut Suomen lähihistoriassa ja mieltääkö pakkauksen suomalaisen hyvinvointivaltion symboliksi. Kirjoituksissa esiintyviä teemoja ovat esimerkiksi äitiyspakkaukseen liittyvät puhetavat, pakkauksen tunnearvo ja käytännön apu, vanhemmaksi tulemisen konkretisoituminen sekä äitiyspakkauksen asema suomalaisessa hyvinvointiyhteiskunnassa. Taustatietoina kysyttiin vastaajan sukupuolta, syntymäaikaa, ammattia ja paikkakuntia. Aineistosta on tehty jatkokäyttäjälle html-versio, jonka hakemiston avulla kirjoituksia on helppo selata.",
                "en": "The dataset consists of self-administered written texts on memories or experiences related to maternity packages across several decades. The main themes of the texts include the choice to receive the maternity package, the products included in the package and the meaning of the maternity package. The data collection was organised by the Finnish Literature Society in cooperation with the research project Baby Box as an Emotional Object: the Sociomaterial Experiences of the Finnish Welfare State from the 1930s to the Present, led by Tanja Vahtikari (University of Tampere). The writing invitation was targeted at individuals with memories or experiences related to maternity packages. The writing guidelines included directed participants to write about, for example, the way maternity packages are talked about, views and stories related to maternity packages in their immediate circle and the wider public, the feelings associated with receiving the maternity package, and the most memorable products included in the package. Participants were also given the opportunity to reflect on the importance of the maternity package in Finland's recent history and whether they perceive it as a symbol of the Finnish welfare state. The themes that emerged from the texts included the ways maternity packages are talked about, the sentimental and practical value of the package, the way that the maternity package had made becoming a parent tangible, and the role of the maternity package in the Finnish welfare society. Background information included the participant's gender, year of birth, occupation and area of residence. The data were organised into an easy to use HTML version at FSD. The dataset is only available in Finnish."
            },
            "field_of_science": [
                {
                    "id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Social sciences",
                        "fi": "YHTEISKUNTATIETEET",
                        "sv": "Samhällsvetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-03-04",
            "keyword": [
                "äitiyspakkaukset",
                "äitiysavustukset",
                "raskaus",
                "vanhemmuus",
                "äitiyshuolto",
                "hyvinvointivaltio",
                "tunteet",
                "tunnearvo",
                "kokemukset",
                "muistelmat",
                "muistot",
                "merkitys (tärkeys)",
                "social welfare philosophy",
                "parental role",
                "parental benefits",
                "pregnancy",
                "emotional states",
                "maternity care",
                "Terveyspalvelut ja terveyspolitiikka",
                "Perhesuunnittelu ja lisääntymisterveys",
                "Sosiaalipalveluiden käyttö ja saatavuus",
                "Kansanterveys",
                "Health care services and policies",
                "Reproductive health",
                "Specific social services: use and availability",
                "Public health"
            ],
            "language": [
                {
                    "id": "c757dc29-552d-48b2-9efc-4d53b939a7ef",
                    "url": "http://lexvo.org/id/iso639-3/fin",
                    "in_scheme": "http://lexvo.org/id/",
                    "pref_label": {
                        "en": "Finnish",
                        "fi": "suomi",
                        "sv": "finska"
                    }
                }
            ],
            "metadata_owner": {
                "id": "541fdb9b-f8a8-4c75-a75d-13f413454d72",
                "organization": "fairdata.fi"
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            ],
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                    "description": {
                        "en": "Contains the date(s) when the data were collected."
                    },
                    "spatial": {
                        "geographic_name": "Finland"
                    },
                    "temporal": {
                        "start_date": "2020-09-01",
                        "end_date": "2021-01-31"
                    },
                    "is_associated_with": [],
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                    "variables": [
                        {
                            "id": "48e4d91a-6ba2-47a8-8db9-8c1a92a4be24",
                            "pref_label": {
                                "en": "People with memories of maternity packages",
                                "fi": "Henkilöt, jotka osallistuivat Äitiyspakkausmuistoni -muistitietokeräykseen vuosina 2020-2021"
                            }
                        }
                    ]
                },
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            ],
            "relation": [],
            "remote_resources": [],
            "spatial": [
                {
                    "geographic_name": "Finland"
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                {
                    "geographic_name": "Suomi",
                    "reference": {
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            ],
            "state": "published",
            "temporal": [
                {
                    "start_date": "2020-09-01",
                    "end_date": "2021-01-31"
                }
            ],
            "theme": [],
            "title": {
                "fi": "Äitiyspakkausmuistoni 2020-2021",
                "en": "Finnish Maternity Package Memories 2020-2021"
            },
            "created": "2024-03-16T02:00:55Z",
            "modified": "2025-12-17T01:09:40Z",
            "dataset_versions": [
                {
                    "id": "ac29180c-3a70-4a79-a338-65dc3a5bad84",
                    "title": {
                        "en": "Finnish Maternity Package Memories 2020-2021",
                        "fi": "Äitiyspakkausmuistoni 2020-2021"
                    },
                    "persistent_identifier": "urn:nbn:fi:fsd:T-FSD3608",
                    "state": "published",
                    "created": "2024-03-16T02:00:55Z",
                    "version": 1
                }
            ],
            "published_revision": 5,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "5c9a1cf9-f491-45ec-8941-340ab4b308c0",
            "access_rights": {
                "id": "f5673482-b532-4e88-b72b-80e7fce3fed3",
                "license": [
                    {
                        "id": "03258502-6709-437e-9a06-5661857ea4bf",
                        "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": {
                            "en": "Other (Not Open)",
                            "fi": "Muu (Ei avoin)"
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                    }
                ],
                "access_type": {
                    "id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Restricted use",
                        "fi": "Saatavuutta rajoitettu"
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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"
                        }
                    }
                ]
            },
            "actors": [
                {
                    "id": "aca8436c-f508-4161-8658-dc13dc0f18a4",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c9ad9abe-3091-4571-a419-6d09c7fb656a",
                        "name": "Tiitinen, Sanni",
                        "external_identifier": "https://orcid.org/0000-0002-2567-9182"
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                    "organization": {
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                        "pref_label": {
                            "en": "Tampere University",
                            "fi": "Tampereen yliopisto",
                            "sv": "Tammerfors universitet",
                            "und": "Tampereen yliopisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
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                },
                {
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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",
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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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            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
            "description": {
                "fi": "Aineisto koostuu kahden työpajan yksilövalmennuskeskusteluiden litteraateista, jotka käsittelevät työpajojen arkista toimintaa sekä työllistymisen edistämistä. Valmennuskeskustelut ovat eri vaiheista valmennusprosessia, ja sama henkilö on tyypillisesti osallistunut useampaan taltioituun valmennuskeskusteluun. Aineistonkeruu toteutettiin osana työpajojen arkista ja tutkimuksesta riippumatonta toimintaa. Aineisto on osa Työmarkkinoiden marginaaleista kohti voimaantumista? (MARTE) -tutkimusprojektia. Vuorovaikutustilanteissa ilmeni sosiaaliseen työllistämiseen, työpajatoimintaan sekä valmennuskäytäntöihin liittyviä teemoja. Valmentajien ja valmennettavien yksilövalmennuskeskusteluissa muun muassa kartoitettiin valmentautujan työkykyä, työllistymisen esteitä, tavoitteita ja toiveita. Näiden pohjalta muodostettiin työllistymistä edistäviä suunnitelmia, jotka koostuvat sosiaalisesta ja ammatillisesta kuntouttamisesta. Keskeisiä valmennuskeskusteluissa esiintyviä aiheita ovat esimerkiksi valmentautujien toimintakyky ja elämänhallinta, työnhaku, kouluttautuminen, opiskelu sekä henkilökohtaiset tavoitteet. Taustatietoina ovat paikka, päivämäärä ja valmennuskeskustelun osallistujat. Aineistosta on tehty html-versio, jonka hakemiston avulla haastatteluja on helppo selata.",
                "en": "The dataset consists of transcripts of individual coaching encounters, which focus on the promotion of employment and the day-to-day activities of vocational rehabilitation workshops. The coaching encounters are from different stages of the coaching process and the same person has typically participated in more than one recorded coaching encounter. The data collection was carried out as part of the day-to-day activities of the workshops, independent of the research project. The dataset is part of the From Margins of Labour Markets towards Empowerment? (MARTE) research project. The coaching encounters covered themes related to employment, workshop activities and coaching practices. In the individual coaching encounters between coaches and trainees, the trainee's work capacity, barriers to employment, goals and wishes were explored. These were used to formulate employment plans consisting of social and vocational rehabilitation. Main themes covered in the coaching encounters included the trainees' ability to function and manage their lives, searching for jobs, retraining, studying and personal goals. Background information included the coaching encounter's location, date, and participants. The data were organised into an easy to use HTML version at FSD. The dataset is only available in Finnish."
            },
            "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": "2023-03-29",
            "keyword": [
                "työvalmennus",
                "työvoimapalvelut",
                "työttömät",
                "kuntouttava työtoiminta",
                "sosiaalinen kuntoutus",
                "ammatillinen kuntoutus",
                "työllistäminen",
                "työpajat",
                "valmentajat",
                "tavoitteet",
                "elämäntilanne",
                "vaikeasti työllistyvät",
                "työkyky",
                "retraining",
                "unemployed",
                "employment programmes",
                "employment services",
                "social skills",
                "Työllisyys ja työllistyminen",
                "Työttömyys ja työttömät",
                "Employment",
                "Unemployment"
            ],
            "language": [],
            "metadata_owner": {
                "id": "541fdb9b-f8a8-4c75-a75d-13f413454d72",
                "organization": "fairdata.fi"
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                        "pref_label": {
                            "en": "Digital Object Identifier (DOI)"
                        }
                    },
                    "metax_ids": [
                        "62d4b7d6-6cab-4a75-a1d1-f9995ff6c6fb"
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                }
            ],
            "persistent_identifier": "urn:nbn:fi:fsd:T-FSD3604",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [
                {
                    "id": "eff21d3c-adfb-4285-90ec-a1b694f2c776",
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                        "en": "Collection"
                    },
                    "description": {
                        "en": "Contains the date(s) when the data were collected."
                    },
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                    },
                    "temporal": {
                        "start_date": "2019-07-15",
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                    "is_associated_with": [],
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                    "variables": [
                        {
                            "id": "315b48af-884b-4f2f-829b-4ac6e7b05c3b",
                            "pref_label": {
                                "en": "Coaches and trainees who participated in two vocational rehabilitation workshops",
                                "fi": "Kahdella kuntouttavan työtoiminnan työpajalla toimineet valmentajat ja valmentautujat"
                            }
                        }
                    ]
                },
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                            "pref_label": {
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            ],
            "relation": [],
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            "spatial": [
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                    "geographic_name": "Finland"
                },
                {
                    "geographic_name": "Suomi",
                    "reference": {
                        "id": "684b98e8-d5c1-4a59-9247-4793cbbd38e4",
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                            "en": "Finland",
                            "fi": "Suomi",
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                }
            ],
            "state": "published",
            "temporal": [
                {
                    "start_date": "2019-07-15",
                    "end_date": "2020-01-28"
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            ],
            "theme": [],
            "title": {
                "fi": "Kuntouttavan työtoiminnan valmennuskeskustelut 2019-2020",
                "en": "Coaching Encounters in Rehabilitative Work Activities 2019-2020"
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                "fi": "Aineisto käsittelee välityömarkkinoiden työpajan valmentajien sekä valmentautujien ajatuksia ja kokemuksia työpajatoiminnasta sekä työllistämishankkeesta. Aineisto koostuu kolmesta kokonaisuudesta, joita ovat valmentajien haastattelut, valmentautujien haastattelut sekä valmennuskeskusteluiden taltioinnit. Aineistot on kerätty osana Toimijuuden tukeminen marginalisoitujen yhteisöjen kehittämistoiminnassa (BINEC) -tutkimusprojektia, jota on rahoittanut Emil Aaltosen säätiö. Valmentajille suunnattujen haastattelukysymysten avulla tiedusteltiin valmennuspalveluiden kehittämisen prosessista sekä työllistämishankkeeseen liittyen kokemuksia asiakastyöstä ja erilaisista yhteistyökuvioista. Tavoitteena oli ymmärtää hankkeen toimintaa ja työpajan asiakaspolkuun liittyvän kehitystyön prosessia, sen herättämiä ajatuksia, toiveita ja tavoitteita. Valmentautujien haastatteluissa puolestaan kysyttiin muun muassa kokemuksia työpajalla työskentelystä, työpajatoiminnasta yleisesti, valmennuksesta sekä tulevaisuudensuunnitelmista. Valmentajan ja valmennettavien välisten yksilövalmennuskeskusteluiden havainnoinnin tarkoituksena oli seurata asiakaspolkua ja valmennusprosessia sen eri vaiheissa. Aineistossa esiintyviä aiheita ovat muun muassa pitkäaikaistyöttömyys, työllistymisen edistäminen, kuntoutus, Green Care, toimijuuden tukeminen ja sosiaalinen vuorovaikutus. Taustatietoina ovat päivämäärä, aineistotyyppi, osallistujat sekä tieto siitä, miksi henkilö on työpajassa. Aineistosta on tehty html-versio, jonka hakemiston avulla haastatteluja on helppo selata.",
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            "description": {
                "fi": "Aineisto koostuu päiväkirjateksteistä, joissa kirjoittajia pyydettiin kuvaamaan, miten he käyttivät mediaa keskiviikkona 10.3.2021. Lisäksi kirjoittajat kertovat kokemuksiaan median merkityksestä laajemmin elämänsä aikana. Keruu järjestettiin yhteistyössä Lapin yliopiston ja Helsingin yliopiston kanssa. Suomalaisen Kirjallisuuden Seura on toteuttanut myös vuonna 2001 Yksi päivä mediaa -aineistokeruun, jonka kirjoitukset ovat myös saatavilla Tietoarkistosta. Vastaajat kertovat kyseisen päivän ajalta mitä mediaa he käyttivät, seurasivat, katsoivat, kuuntelivat tai lukivat sekä miten viestivät median avulla. Vastaajat pohtivat myös tunteita ja ajatuksia, joita kyseinen mediapäivä heissä herätti. Lisäksi tavoitteena oli selvittää, mikä rooli ja merkitys eri medioilla on vastaajien elämässä sekä nykypäivänä että menneisyydessä. Kirjoitukset sisältävät myös kertomuksia tärkeiksi koetuista medioista, jotka ovat osa jokapäiväistä elämää. Medialla tarkoitetaan aineistossa muun muassa sanomalehtiä, kirjallisuutta, radiota, televisiota, Internetiä sekä sosiaalista mediaa. Taustatietoina on mainittu sukupuoli, syntymäaika, ammatti sekä paikkakunnat. Aineistosta on tehty html-versio, jonka hakemiston avulla kirjoituksia on helppo selata.",
                "en": "The dataset consists of media diaries in which the participants described their media use on 10 March 2021. Additionally, the participants could write about the role of media in their everyday lives. The data collection was conducted by the University of Lapland and the University of Helsinki. The Finnish Literature Society previously carried out the One Day Media Diaries data collection in 2001, data from which are also available at FSD (FSD1306 One-Day Media Diaries 2001). The participants described what media they used, followed, watched, listened to, or read on 10 March 2021, and how they used media to communicate with others. The participants also reflected on the feelings and thoughts that the media they encountered and interacted with during the day evoked in them. The goal was to find out what role and significance different media had in the participants' lives both in the present and in the past. The diaries also include writing on the media that the participants perceive to be important parts of their everyday lives. Media in the data include newspapers, literature, radio, television, internet, and social media. Background information included the participant's gender, date of birth, occupation, and municipality of residence. The dataset is only available in Finnish."
            },
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                "mass media",
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                "Joukkoviestimet",
                "Media"
            ],
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                "en": "This is the dataset used for the paper \"Machine Learning for Local Detection of Separators in Three-Dimensional Magnetic Fields\" . This dataset contains a training set cropped from the Vlasiator 'FHA' run by  Jonas Suni & Konstantinos Horaites (https://etsin.fairdata.fi/dataset/0ac78c26-145a-4586-9f95-d772078dc370) a test set cropped from the Vlasiator 'EGI' run by  Jonas Suni & Ivan Zaitsev (https://etsin.fairdata.fi/dataset/0f0d7f29-30ea-4c07-b147-9934675c5ba9) weights for three pre-trained machine learning models trained on data from the training set to identify separators, and separator predictions obtained from different models on the test set. Ground truth separators for the Vlasiator data are obtained using the Magnetic Skeleton Analysis Tools (https://github.com/benmatwil/msat) The predictions folder includes separator predictions made using two different U-Nets, one XGBoost model, and the LMN method. PyTorch was used for the U-Nets, the Python xgboost package was used for XGBoost, and the Analysator software (https://github.com/fmihpc/analysator) was used for the LMN method.\n\nPublications using Vlasiator data should adhere to the Vlasiator data policy (https://www2.helsinki.fi/en/researchgroups/vlasiator/rules-of-the-road).\n\nFor the LMN method, please refer to the paper \"Finding reconnection lines and flux rope axes via local coordinates in global ion-kinetic magnetospheric simulations\" by Alho et al. (2024)."
            },
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                "en": "The data is produced for the research project Ethnicity, Finland and Citizen’s Relationship to National Defense conducted at the University of Defence. The aim of the research is to examine how those participating in conscript service view  national defense and  contemporary Finland. Among themes of interest are perceptions of Finland, sense of belonging to Finland, but also the experiences and views of military service.\n\nThe data generation was planned by the PI (Teemu Tallberg) and the researcher working in the project (Elina Paju). Tallberg and Paju conducted the first 6 interviews. The last 6 interviews were conducted by Paju and Iida Kulmala, who worked as a research assistant in the project.\n\nThe data consists of altogether 12 group interviews with Finnish conscripts conducted in different garrisons during 2023. Each interview comprises of 6–14 conscripts, with an average of 10 taking part in the interview. All of the interviewees had completed their basic training (6 weeks) and many were on the last part of their service. The staff in the garrisons decided who was selected for the interviews. The topics discussed were experiences in military training and positive and negative aspects of service, where the conscripts felt they belonged, the homes of the conscripts and what consists a home.  Discussed themes also revolved around Finland : what in Finland the conscripts thought was worth defending, and possible threats Finland is currently facing. The group interviews ended with discussions about future scenarios: what kind of future the conscripts expected for Finland and for themselves. \n\nAs a part of the interviews, the conscripts assembled collages in small groups of 2–3 of images representing Finland. The images (CC0 license) were selected by the researchers mainly from the data archive Finna.fi. Some of the images were photographs taken by the PI of the project.\n\nThe interviews (both the group discussions and the discussion in the small groups working on the collages representing Finland were audio-recorded in mp3 format and transcribed and stored in Word format. The collages were photographed and stored in JPEG-format. The data is stored in files indicating the order of the interview.\n\nAccess to the data is restricted and only the researchers working in the project have access to it. The PI or the Director of Research at the National Defence University (NDU) may grant permission to parts of the pseudonymized data. The data includes descriptions of military training from several branches, and the access is restricted based on national security. Besides this, the data includes personal information classified as sensitive, such as mentions of religious beliefs and ethnicity. Moreover, the data includes descriptions of the participants’ places of origin, which might make them recognizable from the data."
            },
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            "title": {
                "en": "Finnish conscripts’ views on military service, Finland and defense of Finland."
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            "description": {
                "en": "This resource will be made available via the Language Bank of Finland.\n\nThe resource was collected in the research project “Finnish Language Attrition in the USA”. The resource consists of elicited and free speech samples (in Finnish and in English), background information, the answers to a sociolinguistic questionnaire and a linguistic wug test (in Finnish) collected from 38 Finnish-American adult immigrants. The interviews were conducted between October 2017 and November 2018. \n\nThe research participants had immigrated to the US from Finland as adults or older children and they had resided in the US for a minimum of 20 years. To allow for group comparisons, data from a monolingual group (N = 50) of Finnish speakers residing in Finland is also included. The groups were matched for age, education, and gender.\n\nFurther details of each type of data included in the resource are provided below.\n\nThe sociolinguistic questionnaire:\nBackground information for the language attrition group was collected using the sociolinguistic questionnaire (SQ) included in the Language Attrition Test Battery (Schmid, 2011). The SQ comprises of 71 questions, covering numerous self-reports on different aspects of language history, use, attitudes, and affiliations. The complete SQ is available at www.languageattrition.org, including instructions for use and analysis. The author translated the SQ into Finnish, and language attriters had the choice to complete it in either Finnish or English (Finnish N = 28, English, N = 10). For the monolingual control group, an abridged version of the questionnaire was used to confirm the use of Finnish in everyday contexts. Examples of all questionnaires are available alongside the data derived from the questionnaires. The data are available in spreadsheet format.\n\nThe speech recordings (Finnish and English):\nFor a free speech sample, a silent movie clip (a 9-minute 57-second segment from Charlie Chaplin's Modern Times, 1936) was used to elicit narration (following Purdue, 1993). This task was recorded in Finnish and English for the Finnish-American group (Finnish, N = 38, English N = 37) and in Finnish (N = 50) for the Finnish monolingual group (N = 50). \nIn addition, the participants in the Finnish American group were invited to share a brief story about their immigration journey in Finnish. Audio files of these speech samples are included from those participants who chose to share their story (N = 38). The speech samples are available as audio files.\n\nWUG Test (Finnish):\nA WUG test was administered to assess the participants' ability to inflect words in context. WUG tests are designed to gauge the knowledge of morphological rules by asking participants to complete sentences using non-words following productive morphological rules (Berko, 1958). An existing Finnish morphology WUG test (Lyytinen, 2003) was used as the starting point, and additional tasks were generated to cover all grammatical cases in Finnish (total of 15 cases). The test included 90 sentences in total and the sentences were presented in a pseudo-randomized order. The data are available as audio files and the corresponding tasks are provided as text files.\nThe data for the WUG test are available in Finnish for both the Finnish-American participant group (N = 38) and the Finnish monolingual group (N = 50).",
                "fi": "Tämä aineisto on tulossa saataville Kielipankin kautta.\n\nAineisto on kerätty amerikansuomea koskevassa tutkimushankkeessa “Finnish Language Attrition in the USA”. Aineisto koostuu 38 aikuiselta amerikansuomalaiselta maahanmuuttajalta kerätystä elisitoidusta ja vapaasta suomen- ja englanninkielisestä puheesta, taustatiedoista, sosiolingvistisen kyselyn vastauksista sekä suomenkielisen wug-testin vastauksista. Haastattelut tehtiin lokakuun 2017 ja marraskuun 2018 välisenä aikana.\n\nTutkimuksen osallistujat olivat muuttaneet Suomesta Yhdysvaltoihin aikuisina tai myöhäislapsuudessa ja he olivat asuneet Yhdysvalloissa vähintään 20 vuotta. Ryhmien vertailua varten aineistossa on mukana vastaavaa materiaalia myös Suomessa asuvilta yksikielisiltä puhujilta (N=50). Ryhmät vastasivat toisiaan puhujien iän, koulutustason ja sukupuolijakauman suhteen.\n\nLisätietoja aineistoon kuuluvista datatyypeistä on alempana.\n\nSosiolingvistinen kysely:\nTaustatiedot kerättiin Language Attrition Test Battery (Schmid, 2011) -kokonaisuuteen kuuluvalla sosiolingvistisellä kyselyllä. Kysely koostuu 71 kysymyksestä, jotka sisältävät monenlaista itsearviointia puhujan kielihistoriasta, kielenkäytöstä, asenteista ja sidonnaisuuksista. Täydellinen kysely käyttö- ja analyysiohjeineen on saatavilla osoitteessa www.languageattrition.org. Aineiston koostaja käänsi kyselyn suomeksi ja tutkittavilla oli mahdollisuus vastata siihen joko suomeksi (N = 28) tai englanniksi (N = 10). Yksikieliselle kontrolliryhmälle esitettiin kyselystä sovitettu versio, jolla voitiin varmistua heidän suomen kielen arkikäytöstään. Varsinaisen kyselydatan lisäksi aineiston mukana on esimerkkejä kaikista kyselyistä. Vastaukset ovat taulukkomuotoisia.\n\nPuheäänitteet (suomi ja englanti):\nVapaan puheen näytteiden keruuseen käytettiin herätteenä 9 min 57 s kestoista mykkäelokuvan pätkää (osa Charlie Chaplinin \"Nykyaika\"-elokuvasta vuodelta 1936), josta puhujat saivat omin sanoin kertoa. Tehtävä tallennettiin amerikansuomalaiselta ryhmältä suomeksi (N=38) ja englanniksi (N=37) ja yksikieliseltä suomalaiselta ryhmältä suomeksi (N=50).\nLisäksi amerikansuomalaisen ryhmän osallistujia pyydettiin vapaaehtoisesti kertomaan suomeksi lyhyt tarina omasta maahanmuuttomatkastaan. Äänitallenteet näistä kertomuksista ovat mukana niiltä puhujilta, jotka ovat suostuneet tarinansa jakamiseen (N=38). Puhenäytteet ovat aineistossa äänitiedostoina.\n\nWUG-testi (suomeksi):\nWUG-testiä käytettiin, jotta voitiin arvioida, kuinka hyvin osallistujat hallitsevat taivutusmuotoja eri konteksteissa. WUG-testien tarkoitus on mitata morfologisten sääntöjen hallintaa pyytämällä osallistujia täydentämään epäsanoista koostuvia lauseita produktiivisten kielioppisääntöjen mukaisesti (Berko, 1958). Lähtökohtana käytettiin olemassa olevaa suomen morfologian WUG-testiä (Lyytinen 2003), ja lisäksi luotiin uusia kysymyksiä, joilla katettiin kaikki suomen sijamuodot (yhteensä 15 sijaa). Testissä oli kaikkiaan 90 lausetta, jotka esitettiin satunnaisessa järjestyksessä. Kunkin osallistujan testivastaukset ovat saatavilla äänitiedostona, jota vastaavat tehtävät tarjotaan tekstitiedostona. WUG-testin vastaukset ovat suomenkielisiä sekä amerikansuomalaisen (N=38) että yksikielisen suomalaisen (N=50) puhujaryhmän osalta."
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                            "en": "Tampere University",
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            "description": {
                "en": "Abstract Background Copper oxide (CuO) nanomaterials are used in a wide range of industrial and commercial applications. These materials can be hazardous, especially if they are inhaled. As a result, the pulmonary effects of CuO nanomaterials have been studied in healthy subjects but limited knowledge exists today about their effects on lungs with allergic airway inflammation (AAI). The objective of this study was to investigate how pristine CuO modulates allergic lung inflammation and whether surface modifications can influence its reactivity. CuO and its carboxylated (CuO COOH), methylaminated (CuO NH3) and PEGylated (CuO PEG) derivatives were administered here on four consecutive days via oropharyngeal aspiration in a mouse model of AAI. Standard genome-wide gene expression profiling as well as conventional histopathological and immunological methods were used to investigate the modulatory effects of the nanomaterials on both healthy and compromised immune system. Results Our data demonstrates that although CuO materials did not considerably influence hallmarks of allergic airway inflammation, the materials exacerbated the existing lung inflammation by eliciting dramatic pulmonary neutrophilia. Transcriptomic analysis showed that CuO, CuO COOH and CuO NH3 commonly enriched neutrophil-related biological processes, especially in healthy mice. In sharp contrast, CuO PEG had a significantly lower potential in triggering changes in lungs of healthy and allergic mice revealing that surface PEGylation suppresses the effects triggered by the pristine material. Conclusions CuO as well as its functionalized forms worsen allergic airway inflammation by causing neutrophilia in the lungs, however, our results also show that surface PEGylation can be a promising approach for inhibiting the effects of pristine CuO. Our study provides information for health and safety assessment of modified CuO materials, and it can be useful in the development of nanomedical applications."
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                "en": "Abstract Background Functional annotation of genes is an essential step in omics data analysis. Multiple databases and methods are currently available to summarize the functions of sets of genes into higher level representations, such as ontologies and molecular pathways. Annotating results from omics experiments into functional categories is essential not only to understand the underlying regulatory dynamics but also to compare multiple experimental conditions at a higher level of abstraction. Several tools are already available to the community to represent and compare functional profiles of omics experiments. However, when the number of experiments and/or enriched functional terms is high, it becomes difficult to interpret the results even when graphically represented. Therefore, there is currently a need for interactive and user-friendly tools to graphically navigate and further summarize annotations in order to facilitate results interpretation also when the dimensionality is high. Results We developed an approach that exploits the intrinsic hierarchical structure of several functional annotations to summarize the results obtained through enrichment analyses to higher levels of interpretation and to map gene related information at each summarized level. We built a user-friendly graphical interface that allows to visualize the functional annotations of one or multiple experiments at once. The tool is implemented as a R-Shiny application called FunMappOne and is available at https://github.com/grecolab/FunMappOne . Conclusion FunMappOne is a R-shiny graphical tool that takes in input multiple lists of human or mouse genes, optionally along with their related modification magnitudes, computes the enriched annotations from Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, or Reactome databases, and reports interactive maps of functional terms and pathways organized in rational groups. FunMappOne allows a fast and convenient comparison of multiple experiments and an easy way to interpret results."
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                "en": "Research works on developing methods for an efficient recovery of critical metals from MSWI residues have been intensively conducted. Nevertheless, utilization potential of residual solids from incinerated residues after metal leaching has still lacked in-depth studies. Herein, a study on the utilization of mineral residues after bioleaching of municipal solid waste incineration (MSWI) ashes in cementitious materials application is carried out. With roughly 70–90% of Zn, Cu, Cd, or Co recovered, the Acidithiobacillus microorganisms exhibited a good metal extraction yield from fly ash (FA). However, air pollution control (APC) residues with high alkalinity and chlorinated organic compounds may severely hinder leaching capacity of microorganisms, resulting in a lower leaching efficiency than FA. The mineral phases in MSWI residues were reformed into sulfur (S) and jarosite  K0.73(H3O)0.27Fe2.65(SO4)2(OH)4.95(H2O)1.05, respectively, with At. ferrooxidans and At. thiooxidans bioleaching. The postleaching residues from FA by At. ferrooxidans were chosen for recycling as cementitious binder according to the major mineral and metal recovery efficacy. When cement was replaced by bioleached FA, the compressive strength of cement mortar was significantly higher than that of washed FA and on par with the CEM II. This different performance as cementitious material was revealed by the study of their hydration products and kinetics. Washed FA led the creation of additional Al-ettringite while the replacement with FA residue following bioleaching resulted in the synthesis of Fe substituted ettringite. Bioleaching process transformed raw FA – a hazardous waste into non-hazardous and potential construction materials."
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