HTTP 200 OK
Allow: GET, POST, OPTIONS, HEAD
Content-Type: application/json
Vary: Accept
{
"count": 5357,
"next": "https://metax.demo.fairdata.fi/v3/datasets?format=api&limit=20&offset=1060",
"previous": "https://metax.demo.fairdata.fi/v3/datasets?format=api&limit=20&offset=1020",
"results": [
{
"id": "b5630939-9cd8-4bf5-b452-b02f7fb36e71",
"access_rights": {
"id": "deb35ff0-26c8-4afb-8d57-c36b38741cd8",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "69f236e3-9089-49f8-b5ee-d33c31e7a54b",
"roles": [
"creator"
],
"person": {
"id": "bdae35c2-1d72-4c44-bd10-46ad9a5e7afa",
"name": "Viivi Halla-aho",
"external_identifier": "https://orcid.org/0000-0003-0369-5701"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "bd8b14bf-7559-469c-92d5-4f775b5c3cbe",
"roles": [
"creator"
],
"person": {
"id": "699c0e44-952e-4cb7-8eac-9ed02d451ad3",
"name": "Harri Lähdesmäki",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "504d9d27-f959-43da-bc17-d45d02cd682c",
"roles": [
"publisher"
],
"organization": {
"id": "251905e9-72f1-4762-9924-18730b0ec167",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Additional file 4. Lists of found DMRs for Fisher's exact test."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.19518516",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/articles/dataset/Additional_file_4_of_Probabilistic_modeling_methods_for_cell-free_DNA_methylation_based_cancer_classification/19518516"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Additional file 4 of Probabilistic modeling methods for cell-free DNA methylation based cancer classification"
},
"created": "2025-12-04T08:04:07Z",
"modified": "2026-03-26T06:47:33Z",
"dataset_versions": [
{
"id": "b5630939-9cd8-4bf5-b452-b02f7fb36e71",
"title": {
"en": "Additional file 4 of Probabilistic modeling methods for cell-free DNA methylation based cancer classification"
},
"persistent_identifier": "doi:10.6084/m9.figshare.19518516",
"state": "published",
"created": "2025-12-04T08:04:07Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:04:07Z",
"record_modified": "2026-03-26T06:47:33Z"
},
{
"id": "cb9e63ea-72ac-4fae-988f-a7c99afab48a",
"access_rights": {
"id": "d78bbd4b-8b66-4f97-97a5-636276ff04e1",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "3ea61511-0086-4ac3-89f9-b78b090915ff",
"roles": [
"creator"
],
"person": {
"id": "4fef767b-f770-48bf-801f-d347d93296d9",
"name": "Lauri Lahti",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "f99b8ca6-f332-49a3-ade0-903174f92ead",
"roles": [
"publisher"
],
"organization": {
"id": "0fbeccf4-8d74-4dd7-9510-408b302da198",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Additional file 2."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2022-03-07",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.19314715",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Detecting_the_patient_s_need_for_help_with_machine_learning_based_on_expressions/19314715"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Additional file 2 of Detecting the patient’s need for help with machine learning based on expressions"
},
"created": "2025-12-04T08:04:05Z",
"modified": "2026-03-26T06:47:31Z",
"dataset_versions": [
{
"id": "cb9e63ea-72ac-4fae-988f-a7c99afab48a",
"title": {
"en": "Additional file 2 of Detecting the patient’s need for help with machine learning based on expressions"
},
"persistent_identifier": "doi:10.6084/m9.figshare.19314715",
"state": "published",
"created": "2025-12-04T08:04:05Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:04:05Z",
"record_modified": "2026-03-26T06:47:31Z"
},
{
"id": "524e5b90-e4aa-48b7-a7bc-fa7b5c3dd3bd",
"access_rights": {
"id": "1cd6c5bd-442a-42aa-8493-73bf6b5b077a",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "8fc59f83-62dc-42f1-8587-c528bd450d0b",
"roles": [
"creator"
],
"person": {
"id": "4deed0b9-7034-4dc8-9568-1b9e314fbea8",
"name": "Viivi Halla-aho",
"external_identifier": "https://orcid.org/0000-0003-0369-5701"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "010ce258-ce0b-4945-8f95-91c1b245087f",
"roles": [
"creator"
],
"person": {
"id": "c2273ade-652e-4a84-872c-4aadfa79864f",
"name": "Harri Lähdesmäki",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "defa1b16-1321-465b-84b9-cd448d6973e5",
"roles": [
"publisher"
],
"organization": {
"id": "4da7c229-69f7-49e9-87ab-ab7d303354e8",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Additional file 3. Lists of found DMRs for moderated t-test with new data transformation."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2022-04-05",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.19518513",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/articles/dataset/Additional_file_3_of_Probabilistic_modeling_methods_for_cell-free_DNA_methylation_based_cancer_classification/19518513"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Additional file 3 of Probabilistic modeling methods for cell-free DNA methylation based cancer classification"
},
"created": "2025-12-04T08:04:03Z",
"modified": "2026-03-26T06:47:28Z",
"dataset_versions": [
{
"id": "524e5b90-e4aa-48b7-a7bc-fa7b5c3dd3bd",
"title": {
"en": "Additional file 3 of Probabilistic modeling methods for cell-free DNA methylation based cancer classification"
},
"persistent_identifier": "doi:10.6084/m9.figshare.19518513",
"state": "published",
"created": "2025-12-04T08:04:03Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:04:03Z",
"record_modified": "2026-03-26T06:47:29Z"
},
{
"id": "640dc53b-66d6-4fac-984f-f3583f74c38e",
"access_rights": {
"id": "25539580-8694-4601-b229-76f56c2f283e",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "d336f0e8-20f5-4208-9fb3-808a4cae74be",
"roles": [
"creator"
],
"person": {
"id": "06474f1e-cf7d-4b56-930e-cde8ffe6be8d",
"name": "Anni A. Antikainen",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "ce612bc1-63d2-42e9-b161-7c4d10198512",
"roles": [
"creator"
],
"person": {
"id": "f054d196-a43c-4ba3-b406-60d199aa6c6b",
"name": "Markus Heinonen",
"external_identifier": "https://orcid.org/0000-0002-7741-2279"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "f731a687-863e-459d-a0d0-bc3d812e7f1a",
"roles": [
"creator"
],
"person": {
"id": "3e85e4aa-ba3d-4dd2-8d39-e417d9526229",
"name": "Harri Lähdesmäki",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "86066dce-7c82-4896-acad-af9ec83fd196",
"roles": [
"publisher"
],
"organization": {
"id": "983a81ac-f99b-4281-9261-7d4076171a26",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Additional file 2. Excel sheet of TF pair AUROC values with studied CAP-SELEX libraries (N = 362)."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2022-06-06",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.20003421",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Modeling_binding_specificities_of_transcription_factor_pairs_with_random_forests/20003421"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Additional file 2 of Modeling binding specificities of transcription factor pairs with random forests"
},
"created": "2025-12-04T08:04:01Z",
"modified": "2026-03-26T06:47:26Z",
"dataset_versions": [
{
"id": "640dc53b-66d6-4fac-984f-f3583f74c38e",
"title": {
"en": "Additional file 2 of Modeling binding specificities of transcription factor pairs with random forests"
},
"persistent_identifier": "doi:10.6084/m9.figshare.20003421",
"state": "published",
"created": "2025-12-04T08:04:01Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:04:01Z",
"record_modified": "2026-03-26T06:47:27Z"
},
{
"id": "440ce086-691c-4670-b0b4-965dc43665dc",
"access_rights": {
"id": "951ebb3d-10cc-4120-ba28-beffead51507",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "4dabf064-678d-44cb-ae1e-b7ff0432d3eb",
"roles": [
"creator"
],
"person": {
"id": "03681b0e-47ab-45fb-9af1-eabf71812025",
"name": "Viivi Halla-aho",
"external_identifier": "https://orcid.org/0000-0003-0369-5701"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "b7678f60-7269-4d51-91e7-00c61daa2995",
"roles": [
"creator"
],
"person": {
"id": "d6ded4e7-78ed-4b59-8060-3f707cfcd345",
"name": "Harri Lähdesmäki",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "297ae5e5-710a-46f5-b945-8593013d9433",
"roles": [
"publisher"
],
"organization": {
"id": "8db26ef2-9d99-4085-a60c-adab322a0142",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Additional file 2. Lists of found DMRs for moderated t-test."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2022-04-05",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.19518510",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Probabilistic_modeling_methods_for_cell-free_DNA_methylation_based_cancer_classification/19518510"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Additional file 2 of Probabilistic modeling methods for cell-free DNA methylation based cancer classification"
},
"created": "2025-12-04T08:03:59Z",
"modified": "2026-03-26T06:47:24Z",
"dataset_versions": [
{
"id": "440ce086-691c-4670-b0b4-965dc43665dc",
"title": {
"en": "Additional file 2 of Probabilistic modeling methods for cell-free DNA methylation based cancer classification"
},
"persistent_identifier": "doi:10.6084/m9.figshare.19518510",
"state": "published",
"created": "2025-12-04T08:03:59Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:59Z",
"record_modified": "2026-03-26T06:47:24Z"
},
{
"id": "b174018a-e2fd-4d3a-90e7-ee54ae0b091f",
"access_rights": {
"id": "b2ce848f-a9b3-4091-bb3b-60de78eabdf0",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "36703743-e361-4897-8d8d-1ab9b29fab81",
"roles": [
"creator"
],
"person": {
"id": "4a5e3429-35f5-4b6e-b70b-b30eb573a032",
"name": "Paavo Alku",
"external_identifier": "https://orcid.org/0000-0002-8173-9418"
},
"organization": {
"id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "a05bbc83-86d7-46b1-8c19-1616d7d49218",
"roles": [
"creator"
],
"person": {
"id": "c6aaf960-023c-4893-beeb-0cddbf96cef5",
"name": "Manila Kodali",
"external_identifier": "https://orcid.org/0000-0003-4594-4921"
},
"organization": {
"id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "17b494a4-f9b9-4ec9-8a67-82c697d422e1",
"roles": [
"creator"
],
"person": {
"id": "6913a295-263e-4a23-8fad-3f4c28bc49fd",
"name": "Sudarsana Reddy Kadiri",
"external_identifier": "https://orcid.org/0000-0001-5806-3053"
},
"organization": {
"id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "3beae4ce-7cbc-49a9-bba7-bc7ad047a799",
"roles": [
"publisher"
],
"organization": {
"id": "bba9dbef-77e9-45f6-8224-133977331227",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Data description: AVID includes speech and EGG produced by 50 speakers (25 males, 25 females) who varied their vocal intensity in four categories (soft, normal, loud, and very loud). Recordings were conducted using a constant mouth-to-microphone distance and by recording a calibration tone. The speech data was labeled sentence-wise using a total of 19 labels that support the utilisation of the data in ML-based studies of vocal intensity based on supervised learning. Further information can be found in the 'readme.docx' file from the upload. when collected the data: Data is collected in 2021 Citation: P. Alku, M. Kodali, L. Laaksonen, S.R. Kadiri, AVID: A speech database for machine learning studies on vocal intensity, Computer Speech and Language (in review)."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2023-05-18",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7948299",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7948300"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "AVID: Aalto Vocal Intensity Database"
},
"created": "2025-12-04T08:03:57Z",
"modified": "2026-03-26T06:47:21Z",
"dataset_versions": [
{
"id": "b174018a-e2fd-4d3a-90e7-ee54ae0b091f",
"title": {
"en": "AVID: Aalto Vocal Intensity Database"
},
"persistent_identifier": "doi:10.5281/zenodo.7948299",
"state": "published",
"created": "2025-12-04T08:03:57Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:57Z",
"record_modified": "2026-03-26T06:47:22Z"
},
{
"id": "6a51d994-e3bc-4be5-b26b-c677ff181ebc",
"access_rights": {
"id": "17ccb35f-5916-4862-be4c-f532bf2d67b0",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "76dffce2-cb96-4ad1-a79c-61ad056762f1",
"roles": [
"creator"
],
"person": {
"id": "65efc1a6-f2b5-4f57-8786-a126ebfbac0b",
"name": "Zhen Lin",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "cf160df5-ee6a-44d1-8fe3-6df76583d1be",
"roles": [
"creator"
],
"person": {
"id": "d816093c-1846-4019-be42-405b5470b698",
"name": "Johannes Haataja",
"external_identifier": "https://orcid.org/0000-0002-4523-4199"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "82fcef4d-4141-4842-9518-89bcf07c9c0b",
"roles": [
"creator"
],
"person": {
"id": "73bb006d-d8a6-4360-ab5f-1208b2a0c648",
"name": "Xichen Hu",
"external_identifier": "https://orcid.org/0009-0004-2253-1635"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "be472721-805d-4140-9823-c85399785a02",
"roles": [
"creator"
],
"person": {
"id": "2997a34c-f763-4bab-aa8d-6c496246901c",
"name": "Xiaodan Hong",
"external_identifier": "https://orcid.org/0000-0003-0007-9356"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "662e8771-ad35-4930-ab7b-4c2c3dd1ae97",
"roles": [
"creator"
],
"person": {
"id": "4d60fe2c-1a6f-4629-a4ab-45db71563263",
"name": "Olli Ikkala",
"external_identifier": "https://orcid.org/0000-0002-0470-1889"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "77ab958f-5708-4230-8277-792a2d510cc7",
"roles": [
"creator"
],
"person": {
"id": "254b0854-46db-4bf5-9fb4-798813337121",
"name": "Bo Peng",
"external_identifier": "https://orcid.org/0000-0002-1078-4465"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "45b42dd3-7917-441d-b021-23bd4358cfe3",
"roles": [
"publisher"
],
"organization": {
"id": "1e362903-3332-4a43-9c46-b6948c894ce3",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This dataset contains the raw data used for the publication \"Randomizing the Growth of Silica Nanofibers for Whiteness\"."
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "2023-05-31",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7870598",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7870599"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Data for \"Randomizing the Growth of Silica Nanofibers for Whiteness\""
},
"created": "2025-12-04T08:03:55Z",
"modified": "2026-03-26T06:47:19Z",
"dataset_versions": [
{
"id": "6a51d994-e3bc-4be5-b26b-c677ff181ebc",
"title": {
"en": "Data for \"Randomizing the Growth of Silica Nanofibers for Whiteness\""
},
"persistent_identifier": "doi:10.5281/zenodo.7870598",
"state": "published",
"created": "2025-12-04T08:03:55Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:55Z",
"record_modified": "2026-03-26T06:47:20Z"
},
{
"id": "f8e2692a-46ae-49b7-a855-c075001250d5",
"access_rights": {
"id": "46c9cc8c-23d2-42eb-9ac5-36c241e1fbce",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "d3b25c7f-01fc-4c6a-9a70-bce7a638a28e",
"roles": [
"creator"
],
"person": {
"id": "aab69ec6-9113-4fb5-a838-6241d5b6b770",
"name": "Petri Forsström",
"external_identifier": "https://orcid.org/0000-0002-2357-2517"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "259c8224-9f17-4066-9d7a-5579b5aa2e77",
"roles": [
"contributor"
],
"person": {
"id": "9238f40b-2ce7-48e1-97de-9492dee78a46",
"name": "Aarne Hovi",
"external_identifier": "https://orcid.org/0000-0002-4384-5279"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "45683318-e934-4528-a4c5-feabe55035c5",
"roles": [
"contributor"
],
"person": {
"id": "d2c6cddb-ec3d-4920-80b2-0b717921f527",
"name": "Jussi Juola",
"external_identifier": "https://orcid.org/0000-0002-6050-7247"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c3a71d60-c9f8-4923-aca6-67cac2937e57",
"roles": [
"contributor"
],
"person": {
"id": "1d60eb60-f3a0-4765-ab7c-0b194074488e",
"name": "Miina Rautiainen",
"external_identifier": "https://orcid.org/0000-0002-6568-3258"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "8be59e0e-386f-4566-8c22-548395a0015f",
"roles": [
"publisher"
],
"organization": {
"id": "7e7a0a6d-9ea3-41e9-a215-3696398214f6",
"pref_label": {
"en": "Mendeley Data",
"fi": "Mendeley Data",
"sv": "Mendeley Data"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "The dataset includes understory spectral reflectance factors at wavelengths of 350–2500 nm, fractional cover data of understory, forest inventory data, and data on the light availability at forest floor (diffuse non-interceptance, DIFN) and tree canopy structure (effective plant area index, PAIe) in hemiboreal and temperate forests in Europe. The data were collected near peak growing seasons 2019–2020 in situ in total of 31 forest stands in a hemiboreal study site in Estonia (13 stands: 58°17’N, 27°19’E), and temperate mountain (8 stands: 49°30′N, 18°32′E) and floodplain (10 stands: 48°41′N, 16°57′E) sites in the Czech Republic.\r\n\r\nThe first spread sheet contains descriptions of the variables, second spread sheet the stand characteristics, and third the spectral data.\r\n\r\nWe thank Daniel Schraik, Bijay Karki, Titta Majasalmi, Petr Lukeš, Lucie Homolová, Mait Lang, Jan Pisek, Mihkel Kaha, and Lauri Korhonen for collaboration. Data collection and preparation was supported by the Academy of Finland [BOREALITY, grant number 286390; and DIMEBO, grant number 3323004]; and by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme [grant agreement No 771049]. The content reflects only the authors’ view and the Agency is not responsible for any use that may be made of the information it contains.\r\n\r\nIf you use the dataset, please cite Forsström et al. [1,2]. \r\n\r\nA similar dataset for a boreal forest site in Finland is available from Forsström et al. [3]. Together, these datasets can be used to reproduce the results of Forsström et al. [1].\r\n\r\n[1] Forsström, P.R., Hovi, A., Juola, J., Rautiainen, M., 2023. Links between light availability and spectral properties of forest floor in European forests. Agricultural and Forest Meteorology. doi:10.1016/j.agrformet.2023.109481\r\n[2] Forsström, P.R, Hovi, A., Juola, J., Rautiainen, M., 2023. Dataset of tree canopy structure, understory reflectance spectra and fractional cover in hemiboreal and temperate forest areas in Estonia and the Czech Republic. Mendeley Data, V1. doi:10.17632/9dx32rszp8.1\r\n[3] Forsström, P.R., Juola, J., Hovi, A., Rautiainen, M., 2023. Dataset of understory reflectance spectra and fractional cover in a boreal forest area in Finland. Mendeley Data, V2. doi:10.17632/2g9nkcdj53.2"
},
"field_of_science": [
{
"id": "be6042ba-672d-4271-88a9-836126561f67",
"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": "2023-05-02",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.17632/9dx32rszp8.1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://data.mendeley.com/datasets/9dx32rszp8"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Dataset of tree canopy structure, understory reflectance spectra and fractional cover in hemiboreal and temperate forest areas in Estonia and the Czech Republic"
},
"created": "2025-12-04T08:03:51Z",
"modified": "2026-03-26T06:47:16Z",
"dataset_versions": [
{
"id": "f8e2692a-46ae-49b7-a855-c075001250d5",
"title": {
"en": "Dataset of tree canopy structure, understory reflectance spectra and fractional cover in hemiboreal and temperate forest areas in Estonia and the Czech Republic"
},
"persistent_identifier": "doi:10.17632/9dx32rszp8.1",
"state": "published",
"created": "2025-12-04T08:03:51Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:51Z",
"record_modified": "2026-03-26T06:47:17Z"
},
{
"id": "300ec9e9-296c-48ad-89d6-599abe57bc2a",
"access_rights": {
"id": "cac2c798-5948-482a-b360-e49042b3a6f3",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "d9506378-519b-40e7-a4e7-e8ed7c3b06af",
"roles": [
"creator"
],
"person": {
"id": "e731e3e5-8a48-437f-bc6d-f3c4c3ddc7a9",
"name": "Maia H. Malonzo",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "8138c59f-b911-4112-95db-7b209353bb27",
"roles": [
"creator"
],
"person": {
"id": "d6adb381-94a1-4ec0-b8ca-96f868ebc967",
"name": "Harri Lähdesmäki",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "6ab0b71a-1f7b-4d18-a6fc-e2d68151eb80",
"roles": [
"publisher"
],
"organization": {
"id": "0b4cec19-628b-4e4c-a64a-e5b47adc6a61",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Additional file 2: Enriched GO terms using Mouse Phenotype"
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2023-04-13",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.22610645.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/articles/dataset/Additional_file_2_of_LuxHMM_DNA_methylation_analysis_with_genome_segmentation_via_hidden_Markov_model/22610645/1"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Additional file 2 of LuxHMM: DNA methylation analysis with genome segmentation via hidden Markov model"
},
"created": "2025-12-04T08:03:48Z",
"modified": "2026-03-26T06:47:13Z",
"dataset_versions": [
{
"id": "300ec9e9-296c-48ad-89d6-599abe57bc2a",
"title": {
"en": "Additional file 2 of LuxHMM: DNA methylation analysis with genome segmentation via hidden Markov model"
},
"persistent_identifier": "doi:10.6084/m9.figshare.22610645.v1",
"state": "published",
"created": "2025-12-04T08:03:48Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:48Z",
"record_modified": "2026-03-26T06:47:14Z"
},
{
"id": "08111a8b-721e-4a27-ac4a-1c339a090a40",
"access_rights": {
"id": "ebf93ea5-cacc-423e-9945-e7156b78a93f",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "c1e634ab-93cc-46e6-8f82-2840acec7481",
"roles": [
"creator"
],
"person": {
"id": "665d24d4-377e-49ea-af55-3b17c2a8c82c",
"name": "Maia H. Malonzo",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "ad862ed6-0789-49b7-a28f-017317b9aaad",
"roles": [
"creator"
],
"person": {
"id": "b0df8794-1209-471d-8f9a-15bd470a38c0",
"name": "Harri Lähdesmäki",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "a0966718-b877-41b0-984d-d851a34a8fad",
"roles": [
"publisher"
],
"organization": {
"id": "0bcb1a41-8af3-4361-b75a-208920e57f81",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Abstract Background DNA methylation plays an important role in studying the epigenetics of various biological processes including many diseases. Although differential methylation of individual cytosines can be informative, given that methylation of neighboring CpGs are typically correlated, analysis of differentially methylated regions is often of more interest. Results We have developed a probabilistic method and software, LuxHMM, that uses hidden Markov model (HMM) to segment the genome into regions and a Bayesian regression model, which allows handling of multiple covariates, to infer differential methylation of regions. Moreover, our model includes experimental parameters that describe the underlying biochemistry in bisulfite sequencing and model inference is done using either variational inference for efficient genome-scale analysis or Hamiltonian Monte Carlo (HMC). Conclusions Analyses of real and simulated bisulfite sequencing data demonstrate the competitive performance of LuxHMM compared with other published differential methylation analysis methods."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2023-04-13",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.c.6584741",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/collections/LuxHMM_DNA_methylation_analysis_with_genome_segmentation_via_hidden_Markov_model/6584741"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "LuxHMM: DNA methylation analysis with genome segmentation via hidden Markov model"
},
"created": "2025-12-04T08:03:46Z",
"modified": "2026-03-26T06:47:10Z",
"dataset_versions": [
{
"id": "08111a8b-721e-4a27-ac4a-1c339a090a40",
"title": {
"en": "LuxHMM: DNA methylation analysis with genome segmentation via hidden Markov model"
},
"persistent_identifier": "doi:10.6084/m9.figshare.c.6584741",
"state": "published",
"created": "2025-12-04T08:03:46Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:46Z",
"record_modified": "2026-03-26T06:47:11Z"
},
{
"id": "4e32d027-2399-4f96-941b-b69e87c9cfcb",
"access_rights": {
"id": "5b6054cb-0eb2-4c32-b31c-208f85fdba66",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "1e3964ee-11fa-44da-8eec-f50b3f39f1e5",
"roles": [
"creator"
],
"person": {
"id": "0bb73bc3-624e-4d54-b2db-c6cd154f9dbd",
"name": "Harri Koivusalo",
"external_identifier": "https://orcid.org/0000-0002-3713-1579"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "1ed4e9ac-5eb1-422b-893e-3604dae12ec4",
"roles": [
"publisher"
],
"organization": {
"id": "e9cb3405-8f2a-4e3b-b20d-e0af1c5a121d",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "The water quantity and quality dataset is from road runoff filters in the city of Vantaa, Finland. Data are from 6 campaigns in 2017 and 2019. The data is documented in: Koivusalo, H., Dubovik, M., Wendling, L., Assmuth, E., Sillanpää, N., Kokkonen, T. 2023. Performance of sand and mixed sand-biochar filters for treatment of road runoff quantity and quality. Accepted to Water."
},
"field_of_science": [
{
"id": "50a97fdf-41f1-46f9-8d48-2868a8b5e870",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Environmental engineering",
"fi": "Ympäristötekniikka",
"sv": "Miljöteknik"
}
}
],
"infrastructure": [],
"issued": "2023-04-20",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7842838",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7842839"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Stormwater filter water quality and quantity data - treatment of road runoff in the city of Vantaa, Finland"
},
"created": "2025-12-04T08:03:43Z",
"modified": "2026-03-26T06:47:08Z",
"dataset_versions": [
{
"id": "4e32d027-2399-4f96-941b-b69e87c9cfcb",
"title": {
"en": "Stormwater filter water quality and quantity data - treatment of road runoff in the city of Vantaa, Finland"
},
"persistent_identifier": "doi:10.5281/zenodo.7842838",
"state": "published",
"created": "2025-12-04T08:03:43Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:43Z",
"record_modified": "2026-03-26T06:47:09Z"
},
{
"id": "3aeca71b-ee57-4fbd-a54f-a04cb239b367",
"access_rights": {
"id": "3dc8780d-ccb1-44b4-adee-996e560370e1",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "da1adf48-8648-43df-a816-0d5dda4a9efe",
"roles": [
"creator"
],
"person": {
"id": "ecd1f17a-e98e-44ec-a6cd-705eb41ce6d3",
"name": "Anton Fetzer",
"external_identifier": "https://orcid.org/0000-0002-4937-8122"
},
"organization": {
"id": "074f7cb3-f195-4a56-aa42-d926c1e11020",
"pref_label": {
"en": "Department of Electronics and Nanoengineering",
"fi": "Department of Electronics and Nanoengineering",
"sv": "Department of Electronics and Nanoengineering",
"und": "Department of Electronics and Nanoengineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T411",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "f8bca5d1-e81a-43ff-b10f-d7c2d79f0b49",
"roles": [
"publisher"
],
"organization": {
"id": "9153afdd-dc68-4d3b-92aa-d9c2d213d480",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "The 2Layer.csv file contains ionizing dose results of simulating the shielding performance of all 2500 two-layer permutations of the first 50 chemical elements against trapped particles in Geostationary Transfer Orbit (GTO). The material properties are sourced from the Geant4 material database, with materials referenced by their Geant4 material database names. For elements that are gases under normal conditions, the liquified version from the Geant4 database is used if available, denoted by an \"l\" prefix (e.g., \"G4_lH2\"). The particle spectra used for this simulation are provided in the files AE9500keV.mac and AP910MeV.mac. The simulated geometry is provided in the file 2Layer.gdml. The particle spectra were generated with the AE9/AP9 models on SPENVIS, with electron energies starting at 500 keV and proton energies starting at 10 MeV. The simulation was performed with GRAS / Geant4 with the FTFP_BERT physics model using 2.1e+11 electrons and 8.4e+09 protons directed against slabs of shielding materials of 1.5 g/cm2 total depth with each of the two layers being 0.75 g/cm2 in depth. The ionizing dose is recorded in 0.5mm thick silicon plates behind the shielding plates. Column A: ID of the material combination Column B: Z-Number of Material 1 Column C: Z-Number of Material 2 Column D: Name of the first layer material. Column E: Name of the second layer material. Column F: Ionizing dose due to electrons in units of kRad per month. Column G: Statistical error in the electron dose in kRad per month. Column H: Ionizing dose due to protons in kRad per month. Column I: Statistical error in the proton dose in kRad per month. Column J: Total ionizing dose from electrons and protons in kRad per month. Column K: Statistical error in the total ionizing dose in kRad per month. Column L: Rank of the material combination sorted from lowest electron dose to highest. Column M: Rank of the material combination sorted from lowest proton dose to highest. Column N: Rank of the material combination sorted from lowest total ionizing dose to highest. All dose values are rounded according to their statistical uncertainty as reported by GRAS/Geant4."
},
"field_of_science": [
{
"id": "8aaa6f8d-a5ad-4a23-8d26-1d76c279e2f8",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta115",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Astronomy, Space science",
"fi": "Avaruustieteet ja tähtitiede",
"sv": "Rymdvetenskap och astronomi"
}
}
],
"infrastructure": [],
"issued": "2023-04-14",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7828928",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7828929"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Simulated shielding performance of 2500 two-layer permutations of the first 50 chemical elements against trapped particles on GTO"
},
"created": "2025-12-04T08:03:41Z",
"modified": "2026-03-26T06:47:05Z",
"dataset_versions": [
{
"id": "3aeca71b-ee57-4fbd-a54f-a04cb239b367",
"title": {
"en": "Simulated shielding performance of 2500 two-layer permutations of the first 50 chemical elements against trapped particles on GTO"
},
"persistent_identifier": "doi:10.5281/zenodo.7828928",
"state": "published",
"created": "2025-12-04T08:03:41Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:41Z",
"record_modified": "2026-03-26T06:47:07Z"
},
{
"id": "00e3a84f-130a-4c4e-8f4f-c136381409b0",
"access_rights": {
"id": "4754532a-4fed-49c5-8bb1-0508e5381509",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "610a396a-10f4-40ee-a71e-83ba4268b54e",
"roles": [
"creator"
],
"person": {
"id": "2ea7a853-8ece-4459-b350-867f6974605e",
"name": "Daniel Sorvisto"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "cf2c328a-30da-43ea-b3d7-a550bca00e36",
"roles": [
"creator"
],
"person": {
"id": "706fca3e-10dd-47e0-aea4-73c16e842ac3",
"name": "Patrick Rinke",
"external_identifier": "https://orcid.org/0000-0003-1898-723X"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "3dde0de7-cc08-4673-95dd-88030cc8e56a",
"roles": [
"creator"
],
"person": {
"id": "55454079-c0a6-4d2a-bd7e-736b67dc352e",
"name": "Tuomas Rossi",
"external_identifier": "https://orcid.org/0000-0002-8713-4559"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "7e613893-df74-411d-8151-8fe0e4f93f3f",
"roles": [
"publisher"
],
"organization": {
"id": "41f6888e-7191-49a7-aedb-275b522457ed",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "The data includes atomic structures, photoabsorption spectra, densities of states, and hot-carrier distributions of the systems modeled in the article \"Single-Atom Dopants in Plasmonic Nanocatalysts\" by Daniel Sorvisto et al. The input scripts for reproducing the data are also included. See README.md in the archive for a detailed description."
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "2023-04-17",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7835020",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7835021"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Data and code for \"Single-Atom Dopants in Plasmonic Nanocatalysts\""
},
"created": "2025-12-04T08:03:39Z",
"modified": "2026-03-26T06:47:03Z",
"dataset_versions": [
{
"id": "00e3a84f-130a-4c4e-8f4f-c136381409b0",
"title": {
"en": "Data and code for \"Single-Atom Dopants in Plasmonic Nanocatalysts\""
},
"persistent_identifier": "doi:10.5281/zenodo.7835020",
"state": "published",
"created": "2025-12-04T08:03:39Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:39Z",
"record_modified": "2026-03-26T06:47:04Z"
},
{
"id": "bbfef341-f9f0-411a-b30e-9df63686a5eb",
"access_rights": {
"id": "1100df9c-e75f-4367-80d9-e7959695dcda",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "619d09da-74b4-42ff-8cb2-4e5c5b50a0ca",
"roles": [
"creator"
],
"person": {
"id": "ccf2b8ef-cbd9-4a63-8569-ae3191036b04",
"name": "Thomas McKenzie",
"external_identifier": "https://orcid.org/0000-0002-7709-3562"
},
"organization": {
"id": "34173a0a-0f24-4c9f-bbcc-bce1b145093c",
"pref_label": {
"en": "Department of Signal Processing and Acoustics",
"fi": "Department of Signal Processing and Acoustics",
"sv": "Department of Signal Processing and Acoustics",
"und": "Department of Signal Processing and Acoustics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T405",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "e1dc7200-3ce1-4a57-b8b4-19a7e6396976",
"roles": [
"creator"
],
"person": {
"id": "8a8392c6-a854-4451-90c3-90a57f9b9e13",
"name": "Sebastian Schlecht",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "81bb12c3-5b43-4cfe-a228-2b907f082cd5",
"roles": [
"creator"
],
"person": {
"id": "259e2a44-cd80-4c82-970c-b41af6974d6c",
"name": "Ville Pulkki",
"external_identifier": "https://orcid.org/0000-0003-3460-9677"
},
"organization": {
"id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "8623fe4d-217f-4f11-9ddc-31a658628b08",
"roles": [
"publisher"
],
"organization": {
"id": "d9d642b3-13b0-43de-9f6f-98aa5f8c1a8e",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "For a detailed description of the measurement and analysis methods, please see: McKenzie, T., Schlecht, S. J., and Pulkki, V. (2021). Acoustic Analysis and Dataset of Transitions between Coupled Rooms. IEEE International Conference on Acoustics, Speech and Signal Processing. This dataset contains measured spatial room impulse responses for the transition between coupled rooms. Four coupled room pairs are included: Meeting Room to Hallway Office to Anechoic Chamber Office to Kitchen Office to Stairwell All were recorded at the Aalto University campus using a Genelec 8331A coaxial loudspeaker and an mh acoustics Eigenmike (32 capsule spherical microphone array for fourth order spherical harmonic capture). Each transition features 101 measurements in 5cm intervals from 2.5m inside the first room to 2.5m inside the second room. Transitions are repeated four times corresponding to four different source positions: two inside each room, one which has no continuous line-of-sight with the microphone when in the opposing room, and one which retains a direct continuous line-of-sight with the microphone for all measurement positions. The spatial room impulse responses are downloadable in either Spatially Oriented Format for Acoustics (SOFA) and Wav formats. Supplementary data includes amplitude plots, direct-to-reverberant graphs, estimated direction-of-arrival plots and scaled illustrations of room geometries and source positions. Changelog: V 1.0 - Initial version V 1.1 - Added plots only download option V 1.2 - Improved time alignment of impulse responses and changed normalisation to a single value relative to the maximum of the entire dataset V 1.3 - SOFA files updated to latest Matlab API (1.1.3), 'SingleRoomDRIR' convention, with SourcePosition data corrected. The SOFA files for each transition are also now downloadable separately, in case the entire dataset is not required. V 1.4 - SRIRs have been denoised using the technique described in https://www.aes.org/e-lib/browse.cfm?elib=21800 and available at https://github.com/chris-hld/Directional-Multi-Slope-Room-Impulse-Response-Denoising. This is particularly noticeable for measurements with a low SNR, such as where there is a large distance between source and receiver and occluded direct path. Note that the wav files have not been included in this release - see previous releases if wav files (not denoised) are required. SOFA files are renamed and available to download separately."
},
"field_of_science": [
{
"id": "fd80ad86-b461-4ffb-abbd-888bc2ffd653",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"infrastructure": [],
"issued": "2023-04-20",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7848561",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7848561"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "A dataset of measured spatial room impulse responses for the transition between coupled rooms"
},
"created": "2025-12-04T08:03:36Z",
"modified": "2026-03-26T06:47:01Z",
"dataset_versions": [
{
"id": "bbfef341-f9f0-411a-b30e-9df63686a5eb",
"title": {
"en": "A dataset of measured spatial room impulse responses for the transition between coupled rooms"
},
"persistent_identifier": "doi:10.5281/zenodo.7848561",
"state": "published",
"created": "2025-12-04T08:03:36Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:37Z",
"record_modified": "2026-03-26T06:47:02Z"
},
{
"id": "f86073f7-5c9b-4970-90cf-505b4c84c7a0",
"access_rights": {
"id": "30a6a310-7ad7-4b90-b152-313eb5eab674",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "a942090b-8dbb-4e96-a738-9f216f5bb48b",
"roles": [
"creator"
],
"person": {
"id": "8ce81f74-c11e-4fb9-a28a-f1367e0b2471",
"name": "Radoslaw Kolkowski",
"external_identifier": "https://orcid.org/0000-0003-3866-9394"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "d06d62cc-104c-4bef-bede-1c2926b48ecd",
"roles": [
"publisher"
],
"organization": {
"id": "e29ac08c-af11-451a-b12f-0ceff0a5f693",
"pref_label": {
"en": "Fairdata",
"fi": "Fairdata",
"sv": "Fairdata"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This replication package provides detailed instructions for replicating the results presented in Figures 3 and 4 in the article \"Nonlinear nonlocal metasurfaces\" by R. Kolkowski, T. K. Hakala, A. Shevchenko, and M. J. Huttunen, submitted to Applied Physics Letters on 28 December 2022."
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
},
{
"id": "1eb385fb-4094-438b-9c44-602969f29bff",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta221",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Nano-technology",
"fi": "Nanoteknologia",
"sv": "Nanoteknologi"
}
}
],
"infrastructure": [],
"issued": "2023-02-07",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/a049df84-20ef-4ac7-a0d2-ed9f42958125",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Replication package for \"Nonlinear nonlocal metasurfaces\", Appl. Phys. Lett. 2023"
},
"created": "2025-12-04T08:03:34Z",
"modified": "2026-03-26T06:46:58Z",
"dataset_versions": [
{
"id": "f86073f7-5c9b-4970-90cf-505b4c84c7a0",
"title": {
"en": "Replication package for \"Nonlinear nonlocal metasurfaces\", Appl. Phys. Lett. 2023"
},
"persistent_identifier": "doi:10.23729/a049df84-20ef-4ac7-a0d2-ed9f42958125",
"state": "published",
"created": "2025-12-04T08:03:34Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:34Z",
"record_modified": "2026-03-26T06:46:59Z"
},
{
"id": "7b956b78-254e-4c0e-8d8a-4295f9d91e46",
"access_rights": {
"id": "c6e28a0e-9cc2-44ce-b137-7500637c3016",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "cf0bdaff-eb52-40d7-bd70-68f6ffa48e74",
"roles": [
"creator"
],
"person": {
"id": "5caff09f-a9a3-4353-a2d2-f20e6a56efc5",
"name": "Aaron Geldert"
},
"organization": {
"id": "34173a0a-0f24-4c9f-bbcc-bce1b145093c",
"pref_label": {
"en": "Department of Signal Processing and Acoustics",
"fi": "Department of Signal Processing and Acoustics",
"sv": "Department of Signal Processing and Acoustics",
"und": "Department of Signal Processing and Acoustics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T405",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "5bde68b3-1a42-4efc-8687-f28539b97e98",
"roles": [
"creator"
],
"person": {
"id": "91b34ad0-ff88-464a-9091-a648e4876a37",
"name": "Marton Marschall",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "34173a0a-0f24-4c9f-bbcc-bce1b145093c",
"pref_label": {
"en": "Department of Signal Processing and Acoustics",
"fi": "Department of Signal Processing and Acoustics",
"sv": "Department of Signal Processing and Acoustics",
"und": "Department of Signal Processing and Acoustics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T405",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "89f4923a-6450-4c1a-a7f9-b0d20c7917c4",
"roles": [
"creator"
],
"person": {
"id": "104950fd-cd5c-47f4-b12d-1a2c3388bbda",
"name": "Ville Pulkki",
"external_identifier": "https://orcid.org/0000-0003-3460-9677"
},
"organization": {
"id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
"pref_label": {
"en": "Department of Information and Communications Engineering",
"fi": "Department of Information and Communications Engineering",
"sv": "Department of Information and Communications Engineering",
"und": "Department of Information and Communications Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "a9dcba85-4ddf-44a0-95df-ea7fb4749fc0",
"roles": [
"publisher"
],
"organization": {
"id": "a21b7082-8421-480f-b7bd-4518d8794383",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "A dataset of acoustic vector (particle velocity vector and scalar sound pressure) measurements of the sound field around an upscaled model of an ear. Data collected in July 2022 at the Aalto Acoustics Lab in Espoo, Finland. See the companion paper at AES for information about the contents of the dataset, measurement methodology, and example scripts. See the companion repository github.com/aaron-geldert/upscaled-ear-model-scripts for example MATLAB scripts using the dataset. Correspondence should be directed to Aaron Geldert (aarongeldert@gmail.com)"
},
"field_of_science": [
{
"id": "8848e88b-a536-43c7-b614-0045b136920d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta111",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Mathematics",
"fi": "Matematiikka",
"sv": "Matematik"
}
}
],
"infrastructure": [],
"issued": "2023-04-08",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7564879",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7564880"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Dataset of acoustic intensity vector measurements around an upscaled ear model"
},
"created": "2025-12-04T08:03:32Z",
"modified": "2026-03-26T06:46:56Z",
"dataset_versions": [
{
"id": "7b956b78-254e-4c0e-8d8a-4295f9d91e46",
"title": {
"en": "Dataset of acoustic intensity vector measurements around an upscaled ear model"
},
"persistent_identifier": "doi:10.5281/zenodo.7564879",
"state": "published",
"created": "2025-12-04T08:03:32Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:32Z",
"record_modified": "2026-03-26T06:46:56Z"
},
{
"id": "35ccc672-1eb4-489b-8235-d67ab77f77b8",
"access_rights": {
"id": "ac89e0d7-2698-4563-9b99-669e08bf21c7",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "4417d575-0a03-470b-91bd-fb4cefe8b109",
"roles": [
"creator"
],
"person": {
"id": "675dad47-149a-4cb1-89bd-236472401a4f",
"name": "Maria Sammalkorpi",
"external_identifier": "https://orcid.org/0000-0002-9248-430X"
},
"organization": {
"id": "4e5f718d-cdc7-4f19-a941-52ce4c14a47a",
"pref_label": {
"en": "Department of Chemistry and Materials Science",
"fi": "Department of Chemistry and Materials Science",
"sv": "Department of Chemistry and Materials Science",
"und": "Department of Chemistry and Materials Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "1c1215e9-03c5-4c0b-b08f-8748d7235442",
"roles": [
"creator"
],
"person": {
"id": "05ee2e3d-24c2-4bdc-b0e9-e5405ea1e98f",
"name": "Hossein Vahid",
"external_identifier": "https://orcid.org/0000-0002-7345-5423"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "3160137b-b305-483d-a5ee-c8ddd17746c4",
"roles": [
"creator"
],
"person": {
"id": "590ef849-8e9a-46b7-8e57-105ad3e66665",
"name": "Alberto Scacchi",
"external_identifier": "https://orcid.org/0000-0003-4606-5400"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c29d06dc-34c4-4518-a5aa-7c7e345e88d5",
"roles": [
"publisher"
],
"organization": {
"id": "e4192aa7-c503-4dd6-89ec-60a4ffc592dd",
"pref_label": {
"en": "CSC – IT Center for Science",
"fi": "CSC – IT Center for Science",
"sv": "CSC – IT Center for Science"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This data set contains the simulation input files, scripts, and figures data belonging to the publication Hossein Vahid, Alberto Scacchi, Maria Sammalkorpi, and Tapio Ala-Nissila. Interactions between polyelectrolytes mediated by ordering and orientation of multivalent nonspherical ions in salt solutions, Physical Review Letters (2023). Please cite the above publication when using this data set! This work was supported by the Academy of Finland through its Centres of Excellence Programme (2022-2029, LIBER) under project no. 346111 (M.S.) and Academy of Finland project No. 307806 (PolyDyna) (T.A-N.). The work was also supported by Technology Industries of Finland Centennial Foundation TT2020 grant (T.A-N.). We are grateful for the support by FinnCERES Materials Bioeconomy Ecosystem. Computational resources by CSC IT Centre for Finland and RAMI -- RawMatters Finland Infrastructure are also gratefully acknowledged."
},
"field_of_science": [
{
"id": "97d68a73-e438-422c-aabc-11618b8080c3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta215",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Chemical engineering",
"fi": "Teknillinen kemia, kemian prosessitekniikka",
"sv": "Teknisk kemi, kemisk processteknik"
}
}
],
"infrastructure": [],
"issued": "2023-04-02",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.23729/2d593e00-87b1-4c9a-9560-f1fb433f974d",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://etsin.fairdata.fi/dataset/d96d4520-79a5-40b4-87d1-e8f4bcef6a80"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "2023_Vahid_PRL"
},
"created": "2025-12-04T08:03:29Z",
"modified": "2026-03-26T06:46:53Z",
"dataset_versions": [
{
"id": "35ccc672-1eb4-489b-8235-d67ab77f77b8",
"title": {
"en": "2023_Vahid_PRL"
},
"persistent_identifier": "doi:10.23729/2d593e00-87b1-4c9a-9560-f1fb433f974d",
"state": "published",
"created": "2025-12-04T08:03:29Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:29Z",
"record_modified": "2026-03-26T06:46:54Z"
},
{
"id": "0a453fd7-078b-4371-a7e8-c98b2e7bc7fc",
"access_rights": {
"id": "05f1adea-6dfc-44b2-9a43-7022898f0415",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "f96ca011-d629-4f35-87f4-f17bb1a1ffd4",
"roles": [
"creator"
],
"person": {
"id": "7975341d-89dd-4e9a-88a2-606048859dc9",
"name": "Mar Francis de Guzman",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "074f7cb3-f195-4a56-aa42-d926c1e11020",
"pref_label": {
"en": "Department of Electronics and Nanoengineering",
"fi": "Department of Electronics and Nanoengineering",
"sv": "Department of Electronics and Nanoengineering",
"und": "Department of Electronics and Nanoengineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T411",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "068e0168-c331-40cf-a32d-d6a1b058cea8",
"roles": [
"creator"
],
"person": {
"id": "8deac244-39bf-4e91-af84-d691e9ae0c63",
"name": "Katsuyuki Haneda",
"external_identifier": "https://orcid.org/0000-0002-4778-6405"
},
"organization": {
"id": "074f7cb3-f195-4a56-aa42-d926c1e11020",
"pref_label": {
"en": "Department of Electronics and Nanoengineering",
"fi": "Department of Electronics and Nanoengineering",
"sv": "Department of Electronics and Nanoengineering",
"und": "Department of Electronics and Nanoengineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T411",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "d6ed66ef-5f6e-426a-b937-ccac3b976f50",
"roles": [
"creator"
],
"person": {
"id": "56dd289e-2029-4d19-b45d-f476c0464370",
"name": "Pekka Kyösti"
},
"organization": {
"id": "46d658bb-a49b-4732-baab-14baa1af72e2",
"pref_label": {
"en": "University of Oulu",
"fi": "Oulun yliopisto",
"sv": "Uleåborgs universitet",
"und": "Oulun yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "3d9a32cc-9e9f-49d8-9111-59e995e48a1f",
"roles": [
"publisher"
],
"organization": {
"id": "03f13efb-27a8-477e-a6ea-10f43ffe3603",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "1. Introduction The file “gen_dd_channel.zip” is a package of a wideband multiple-input multiple-output (MIMO) stored radio channel model at 140 GHz in indoor hall, outdoor suburban, residential and urban scenarios. The package consists of 1) measured wideband double-directional multipath data sets estimated from radio channel sounding and processed through measurement-based ray-launching and 2) MATLAB code sets that allows users to generate wideband MIMO radio channels with various antenna array types, e.g., uniform planar and circular arrays at link ends. 2. What does this package do? Outputs of the channel model The MATLAB file “ChannelGeneratorDD_hexax.m” gives the following variables, among others. The .m file also gives optional figures illustrating antennas and radio channel responses. Variables Descriptions CIR MIMO channel impulse responses CFR MIMO channel frequency responses Inputs to the channel model In order for the MATLAB file “ChannelGeneratorDD_hexax.m” to run properly, the following inputs are required. Directory Descriptions data_030123_double_directional_paths Double-directional multipath data, measured and complemented by ray-launching tool, for various cellular sites. User’s parameters When using “ChannelGeneratorDD_hexax.m”, the following choices are available. Features Choices Channel model types for transfer function generation Antenna / beam shapes List of files in the dataset MATLAB codes that implement the channel model The MATLAB files consist of the following files. File and directory names Descriptions readme_100223.txt Readme file; please read it before using the files ChannelGeneratorDD_hexax.m Main code to run; a code to integrate antenna arrays and double-directional path data to derive MIMO radio channels. No need to see/edit other files. gen_pathDD.m, randl.m, randLoc.m Sub-routines used in ChannelGeneratorDD_hexax.m; no need of modifications. Hexa-X channel generator DD_presentation.pdf User manual of ChannelGeneratorDD_hexax.m. Measured multipath data The directory \"data_030123_double_directional_paths\" in the package contains the following files. Filenames Descriptions readme_100223.txt Readme file; please read it before using the files RTdata_[scenario]_[date].mat Containing double-directional multipath parameters at 140 GHz in the specified scenario, estimated from radio channel sounding and ray-tracing. description_of_data_dd_[scenario].pdf Explaining data formats, the measurement site and sample results. References Details of the data set are available in the following two documents: The stored channel models A. Nimr (ed.), \"Hexa-X Deliverable D2.3 Radio models and enabling techniques towards ultra-high data rate links and capacity in 6G,\" April 2023, available: https://hexa-x.eu/deliverables/ @misc{Hexa-XD23, author = {{A. Nimr (ed.)}}, title = {{Hexa-X Deliverable D2.3 Radio models and enabling techniques towards ultra-high data rate links and capacity in 6G}}, year = {2023}, month = {Apr.}, howpublished = {https://hexa-x.eu/deliverables/}, } Derivation of the data, i.e., radio channel sounding and measurement-based ray-launching M. F. de Guzman, P. Koivumäki and K. Haneda,\"Double-directional multipath data at 140 GHz derived from measurement-based ray-tracer,\" in Proc. 95th Veh. Tech. Conf. (VTC2022-Spring), Helsinki, Finland, June 2022. @INPROCEEDINGS{Deguzman22_VTC, author={De Guzman, Mar Francis and Koivumäki, Pasi and Haneda, Katsuyuki}, booktitle={2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)}, title={Double-directional Multipath Data at 140 GHz Derived from Measurement-based Ray-launcher}, year={2022}, volume={}, number={}, pages={1-6}, doi={10.1109/VTC2022-Spring54318.2022.9860818} } Finally, the code “randl.m” are from the following MATLAB Central File Exchange. Hristo Zhivomirov (2023). Generation of Random Numbers with Laplace Distribution (https://www.mathworks.com/matlabcentral/fileexchange/53397-generation-of-random-numbers-with-laplace-distribution) MATLAB Central File Exchange. Retrieved February 15, 2023. Data usage terms Any usage of the data must be upon consent on the following conditions: The file “ChannelGeneratorDD_hexax.m” is owned by OUL. Contact: Dr. Pekka Kyösti, Pekka.Kyosti@oulu.fi. The other files and those in the directories, except for “randl.m”, are owned by AAU. Contact: Mr. Mar Francis de Guzman, francis.deguzman@aalto.fi. When a scientific paper is published that exploits the data and code, please cite this data set; the citation can be downloaded from the zenodo page of this data set."
},
"field_of_science": [
{
"id": "fd80ad86-b461-4ffb-abbd-888bc2ffd653",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"infrastructure": [],
"issued": "2023-02-14",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7640352",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7640353"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Measurement-based MIMO channel model at 140GHz"
},
"created": "2025-12-04T08:03:26Z",
"modified": "2026-03-26T06:46:50Z",
"dataset_versions": [
{
"id": "0a453fd7-078b-4371-a7e8-c98b2e7bc7fc",
"title": {
"en": "Measurement-based MIMO channel model at 140GHz"
},
"persistent_identifier": "doi:10.5281/zenodo.7640352",
"state": "published",
"created": "2025-12-04T08:03:26Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:27Z",
"record_modified": "2026-03-26T06:46:51Z"
},
{
"id": "7eba2eca-1ca2-48ce-93fc-78e0db56a3d0",
"access_rights": {
"id": "ea438cee-ebb8-4716-adf4-593fb09d3af6",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"custom_url": "https://opensource.org/licenses/MIT",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "6ab18a38-3f3e-4ddc-adf1-c33dfa958d99",
"roles": [
"creator"
],
"person": {
"id": "71e16e81-c423-43da-825e-b0dffa2b3482",
"name": "Emma Verkama",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "43c75986-c915-41cb-9689-fb28a2e32c65",
"pref_label": {
"en": "Department of Chemical and Metallurgical Engineering",
"fi": "Department of Chemical and Metallurgical Engineering",
"sv": "Department of Chemical and Metallurgical Engineering",
"und": "Department of Chemical and Metallurgical Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "b0538b33-92d0-42e2-acb7-12fd83f43b6b",
"roles": [
"creator"
],
"person": {
"id": "608a5565-f955-42c8-bf0a-cc74fe128f9d",
"name": "Riikka L. Puurunen",
"external_identifier": "https://orcid.org/0000-0001-8722-4864"
},
"organization": {
"id": "43c75986-c915-41cb-9689-fb28a2e32c65",
"pref_label": {
"en": "Department of Chemical and Metallurgical Engineering",
"fi": "Department of Chemical and Metallurgical Engineering",
"sv": "Department of Chemical and Metallurgical Engineering",
"und": "Department of Chemical and Metallurgical Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "aa93dd78-8cf0-488a-a9fe-acafa38ea61f",
"roles": [
"publisher"
],
"organization": {
"id": "1d599a41-175d-439d-ad83-f9fae32c97d3",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "DReaM-ALD is a MATLAB implementation of a diffusion–reaction model for simulating the conformality of atomic layer deposition in high-aspect-ratio microchannels. This project implements a diffusion–reaction model developed by Ylilammi et al. (J. Appl. Phys. 123, 205301 (2018), DOI: 10.1063/1.5028178) in MATLAB. The model was developed to simulate the conformality of atomic layer deposited films in high-aspect-ratio microchannels. The output of the model, thickness profiles, show how the film thickness evolves with penetration into the microchannel. This diffusion–reaction model uses an analytical approximation of the reactant partial pressure in combination with the Langmuir model of adsorption. The scripts were written by Emma Verkama during her summer student employment in 2019 by request of Prof. Riikka Puurunen. Jihong Yim unified the variable names used in the scripts with the symbols adopted in Yim et al. (Phys. Chem. Chem. Phys. 24, 8645-8660 (2022), DOI: 10.1039/D1CP04758B). The publication of the scripts was handled by Jänis Järvilehto. This is the first public release of the DReaM-ALD code, v1.0.0."
},
"field_of_science": [
{
"id": "97d68a73-e438-422c-aabc-11618b8080c3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta215",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Chemical engineering",
"fi": "Teknillinen kemia, kemian prosessitekniikka",
"sv": "Teknisk kemi, kemisk processteknik"
}
}
],
"infrastructure": [],
"issued": "2023-03-22",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7759194",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7759195"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "DReaM-ALD – Diffusion-Reaction Model for Atomic Layer Deposition"
},
"created": "2025-12-04T08:03:24Z",
"modified": "2026-03-26T06:46:48Z",
"dataset_versions": [
{
"id": "7eba2eca-1ca2-48ce-93fc-78e0db56a3d0",
"title": {
"en": "DReaM-ALD – Diffusion-Reaction Model for Atomic Layer Deposition"
},
"persistent_identifier": "doi:10.5281/zenodo.7759194",
"state": "published",
"created": "2025-12-04T08:03:24Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:24Z",
"record_modified": "2026-03-26T06:46:49Z"
},
{
"id": "c1013a53-decc-4e55-89e3-35a2a53cbfdd",
"access_rights": {
"id": "799813ff-42a6-4d1d-997b-6e78d5cd213a",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "450fc9c7-fc8f-46bf-a630-06df0c91d86b",
"roles": [
"creator"
],
"person": {
"id": "42ec6a2c-3313-422f-962d-4966c589ab9e",
"name": "Jihong Yim",
"external_identifier": "https://orcid.org/0000-0002-3833-0211"
},
"organization": {
"id": "43c75986-c915-41cb-9689-fb28a2e32c65",
"pref_label": {
"en": "Department of Chemical and Metallurgical Engineering",
"fi": "Department of Chemical and Metallurgical Engineering",
"sv": "Department of Chemical and Metallurgical Engineering",
"und": "Department of Chemical and Metallurgical Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "88ab1e37-87ad-44c2-b8cc-9072005c0bee",
"roles": [
"creator"
],
"person": {
"id": "e6787444-fbf2-476e-b8c9-32d76399ab40",
"name": "Emma Verkama",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "43c75986-c915-41cb-9689-fb28a2e32c65",
"pref_label": {
"en": "Department of Chemical and Metallurgical Engineering",
"fi": "Department of Chemical and Metallurgical Engineering",
"sv": "Department of Chemical and Metallurgical Engineering",
"und": "Department of Chemical and Metallurgical Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c799f260-cd90-426b-a36c-c10160d6ed60",
"roles": [
"creator"
],
"person": {
"id": "ffdc4d85-6bb8-4ced-97e2-dfdf6c7640c4",
"name": "Riikka L. Puurunen",
"external_identifier": "https://orcid.org/0000-0001-8722-4864"
},
"organization": {
"id": "43c75986-c915-41cb-9689-fb28a2e32c65",
"pref_label": {
"en": "Department of Chemical and Metallurgical Engineering",
"fi": "Department of Chemical and Metallurgical Engineering",
"sv": "Department of Chemical and Metallurgical Engineering",
"und": "Department of Chemical and Metallurgical Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T106",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "b7eac0a7-0461-4c3a-995a-79cf50136197",
"roles": [
"publisher"
],
"organization": {
"id": "d2467c2a-778c-4548-bf1d-0b5fbb6ed7ab",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "A series of simulated thickness profiles of atomic layer deposition (ALD) film grown in a wide lateral high-aspect-ratio (LHAR) microchannel is archived as an Excel file. This dataset has been published as Figure 4 in the publication \"Conformality of atomic layer deposition in microchannels: impact of process parameters on the simulated thickness profile\" (Yim and Verkama et al., Phys. Chem. Chem. Phys. 24 (2022) 8645-8660. https://doi.org/10.1039/D1CP04758B) A diffusion-reaction model by Ylilammi et al. (Ylilammi et al., J. Appl. Phys. 123 (2018) 205301. https://doi.org/10.1063/1.5028178) was re-implemented for the simulation. For this simulation, a channel height of 500 nm, which is a typical height for microscopic PillarHallTM LHAR test chips (Yim and Ylivaara et al., Phys. Chem. Chem. Phys., 22 (2020) 23107-23120. https://doi.org/10.1039/D0CP03358H) was used. The Excel file consists of 11 tabs in total: metadata, baseline thickness profile, and Fig4a to Fig4i. The baseline thickness profile and data of fig4a Fig4i are also available as a CSV file. The metadata page describes the data with its baseline conditions. The baseline conditions used in the simulation are: sticking coefficient = 0.01, temperature = 250 °C, initial partial pressure of Reactant A = 100 Pa, molar mass of Reactant A = 0.100 kg mol-1, hard-sphere diameter of Reactant A = 6 × 10-10 m, partial pressure of inert gas I = 500 Pa, molar mass of inert gas I = 0.028 kg mol-1, hard-sphere diameter of inert gas I = 3.74 × 10-10 m, mass density of deposited film = 3500 kg m-3, areal number density of metal M atoms in MyZx material = 4 nm-2, number of metal atoms in a Reactant A molecule = 1, number of metal atoms in a formula unit of growing film = 1, number of cycle = 250, desorption probability = 0.01 s-1, channel height = 500 nm, and channel width = 10 mm. The baseline thickness profile tab contains a thickness profile obtained in the baseline conditions as film thickness versus distance within a microchannel. The thickness profile stored from Fig4a to Fig4i tabs was obtained by varying individual parameters with other parameter values in baseline conditions: initial partial pressure of Reactant A (Fig4a), pulse time (Fig4b), molar mass of Reactant A (Fig4c), mass density of deposited film (Fig4d), adsorption density (Fig4e), desorption probability (Fig4f), sticking coefficient (Fig4g), temperature (Fig4h) and partial pressure of inert gas (Fig4i)."
},
"field_of_science": [
{
"id": "b6d4a4d0-aeab-46fc-bc18-9e4121cb189e",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Chemical sciences",
"fi": "Kemia",
"sv": "Kemi"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.6997242",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/6997243"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Simulated thickness profiles of ALD film in a wide microchannel of 500 nm height published as Fig.4 in PCCP 24 (2022) 8645-8660"
},
"created": "2025-12-04T08:03:21Z",
"modified": "2026-03-26T06:46:46Z",
"dataset_versions": [
{
"id": "c1013a53-decc-4e55-89e3-35a2a53cbfdd",
"title": {
"en": "Simulated thickness profiles of ALD film in a wide microchannel of 500 nm height published as Fig.4 in PCCP 24 (2022) 8645-8660"
},
"persistent_identifier": "doi:10.5281/zenodo.6997242",
"state": "published",
"created": "2025-12-04T08:03:21Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2025-12-04T08:03:22Z",
"record_modified": "2026-03-26T06:46:47Z"
}
]
}
