GET /v3/datasets?format=api&offset=200
HTTP 200 OK
Allow: GET, POST, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "count": 7569,
    "next": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=220",
    "previous": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=180",
    "results": [
        {
            "id": "c482ded8-1555-4db6-8cf9-628f599b7f80",
            "access_rights": {
                "id": "ac6d4f18-9e67-4ebe-8404-5fe3c2cfa59a",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "280a7fdc-7d8d-4fb0-b6f5-4e3411f25d6b",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5cee5e6e-92ee-4333-a79a-3fe4a2468727",
                        "name": "Elisie Kåresdotter"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f18f6563-e808-47e5-8332-3cd244042112",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "abc95414-8fbc-46e9-ae96-1b7546e5141e",
                        "name": "Georgia Destouni"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "6a6876e2-830e-4df0-8125-31298c5baa33",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f99f4dbd-36c7-4aad-947c-1c372254552b",
                        "name": "Richard B. Lammers"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "944c0168-4cf8-46ae-96a5-20d5c38c67ae",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "503caee9-7c1f-441b-ac11-09854adeb972",
                        "name": "Marko Keskinen",
                        "external_identifier": "https://orcid.org/0000-0001-5236-2327"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0ed79aa4-12f7-46cd-b783-17f8171a46d8",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "76176729-397e-43d3-95a3-75d98a8bfeb4",
                        "name": "Haozhi Pan"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b1b62564-635e-4dea-b76d-f08abb685edf",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "2abc9f61-d413-4a1b-811d-80486148c60f",
                        "name": "Zahra Kalantari"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "ba64a462-3ab1-41ca-8188-77bb3ab8d15d",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "65deec3c-eaae-4152-b252-1357c8e18c44",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                },
                {
                    "id": "6c7d8927-5be0-4df4-984a-8c15b9446d22",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "9422e55c-1ce1-4190-8074-78b6c449afa7",
                        "pref_label": {
                            "en": "Stockholm University",
                            "fi": "Stockholm University",
                            "sv": "Stockholm University"
                        }
                    }
                },
                {
                    "id": "8b61a0cd-d67a-49ac-8d45-431ac80f3647",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "bf10ee86-0faa-480f-accd-abeed1ba53a2",
                        "pref_label": {
                            "en": "University of New Hampshire",
                            "fi": "Univ New Hampshire, University System Of New Hampshire, University of New Hampshire, Dept Phys, Inst Earth Oceans & Space",
                            "sv": "Univ New Hampshire, University System Of New Hampshire, University of New Hampshire, Dept Phys, Inst Earth Oceans & Space"
                        }
                    }
                },
                {
                    "id": "c6b37055-83ed-40b7-9d49-93d1480cc610",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "fe496b5b-97ed-4dfa-a3ce-82b077c896e0",
                        "pref_label": {
                            "en": "Shanghai Jiao Tong University",
                            "fi": "Shanghai Jiao Tong University",
                            "sv": "Shanghai Jiao Tong University"
                        }
                    }
                },
                {
                    "id": "5c9d337d-6410-49b4-be6f-3dd68dfa4713",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "f1f64f86-faf0-414b-ac87-11bb82dbd8e7",
                        "pref_label": {
                            "en": "KTH Royal Institute of Technology",
                            "fi": "KTH Royal Institute of Technology",
                            "sv": "KTH Royal Institute of Technology"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "A scoping review was performed to quantify concepts covered in the scientific literature relating to water conflict in a changing climate. The uploaded files consists of: A list of all studies found using the search terms (\"Included studies and categories\") All meta categories and concept categories, with all search strings used, (\"Included studies and categories\") and The MATLAB code used to screen and remove irrelevant studies after the queries. (\"Screening_review\") An example Excel sheet on how to structure papers for screening using the MATLAB code. (\"Example_screening\") All searches were using Scopus and performed 9 Jan 2024. Search terms used were: (“climate change” OR “global warming” OR “environmental change”) AND (conflict OR dispute) AND (water OR hydrology) (conflict OR dispute) AND hydroclimat* (“water conflict” OR “water dispute”) AND (precipitation OR temperature OR drought) (conflict OR dispute) AND “climate change” hydropolitic* “water conflict” OR “water dispute” The final publication selection for the scoping review was made based on four criteria, all of which needed to be fulfilled for each selected study: i) the study is considering water-related conflicts (conflicts directly or indirectly related to freshwater aspects, such as water scarcity or lack of access to water); ii) the study considers the water-related conflict(s) in a climate change context (directly or indirectly related to climate change, including direct impact of climate change adaptation measures); iii) the study addresses factors relating to a previous or ongoing act of conflict (violent or non-violent) and not just potential conflicts or conflict mitigation measures, for example for future water resource decline. Relevance based on these criteria was first evaluated by reading the abstracts and the full text was examined only when further clarification on the relevance of a study was needed. For our analysis, we created categories that bring together several similar words around the same broader concepts. For example, the category ‘governance’ includes the words policy, politic\\w*, polici\\w*, democra\\w*, govern\\w*, supreme court, minist\\w*, and federal (for all concept categories, see the uploaded file). The different categories were further grouped together into category groups: political, livelihoods and industry, climate change, conflict, cooperation, and scale. Results will be found in the open-source article after publication and then the DOI and reference to that article will be added here."
            },
            "field_of_science": [
                {
                    "id": "5219633e-4362-479e-b8c9-9ee72e7c8bf8",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Environmental engineering",
                        "fi": "Ympäristötekniikka",
                        "sv": "Miljöteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-04-29",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.8383299",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/records/10940071"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Dataset and Screening code for Reviewing Water Conflicts in a Changing Climate"
            },
            "created": "2023-10-19T23:00:18Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "c482ded8-1555-4db6-8cf9-628f599b7f80",
                    "title": {
                        "en": "Dataset and Screening code for Reviewing Water Conflicts in a Changing Climate"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.8383299",
                    "state": "published",
                    "created": "2023-10-19T23:00:18Z",
                    "version": 1
                }
            ],
            "published_revision": 13,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "287bb12a-5680-44fa-a4ea-f13845c72e3c",
            "access_rights": {
                "id": "52d4c065-d36e-400e-96e6-e258013d7521",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "22b8141d-4f63-4c91-8f57-6fc44c9e877f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "68e5fa24-31ac-4171-a142-aaa61c431597",
                        "name": "Oskar Niemenoja"
                    },
                    "organization": {
                        "id": "e7b3e620-0207-4623-93e7-2ebabe43c8c5",
                        "pref_label": {
                            "en": "School common, SCI",
                            "fi": "School common, SCI",
                            "sv": "School common, SCI",
                            "und": "School common, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "fc1ed6f4-831a-4216-a589-088c05df1896",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3f8fd529-4e09-4a37-aeff-cdf5312cf054",
                        "name": "Antti-Jussi Ämmälä"
                    },
                    "organization": {
                        "id": "e7b3e620-0207-4623-93e7-2ebabe43c8c5",
                        "pref_label": {
                            "en": "School common, SCI",
                            "fi": "School common, SCI",
                            "sv": "School common, SCI",
                            "und": "School common, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "51e9700c-7a39-442e-b72e-177212935a79",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9881d888-3817-4743-913d-21003a23d441",
                        "name": "Sari Riihijärvi"
                    },
                    "organization": {
                        "id": "e7b3e620-0207-4623-93e7-2ebabe43c8c5",
                        "pref_label": {
                            "en": "School common, SCI",
                            "fi": "School common, SCI",
                            "sv": "School common, SCI",
                            "und": "School common, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "6a8b4abc-aa78-4f21-93cd-c7cd17a7e0f8",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f8a4c363-5372-4cfc-98cc-8cf9ef769a64",
                        "name": "Paul Lillrank",
                        "external_identifier": "https://orcid.org/0000-0001-6438-4363"
                    },
                    "organization": {
                        "id": "e7b3e620-0207-4623-93e7-2ebabe43c8c5",
                        "pref_label": {
                            "en": "School common, SCI",
                            "fi": "School common, SCI",
                            "sv": "School common, SCI",
                            "und": "School common, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b1ec6484-6eed-436e-8a53-227049144f99",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "1f83d861-e762-4156-b2ab-c66fcc8f0a1f",
                        "name": "Petri Bono"
                    },
                    "organization": {
                        "id": "e7b3e620-0207-4623-93e7-2ebabe43c8c5",
                        "pref_label": {
                            "en": "School common, SCI",
                            "fi": "School common, SCI",
                            "sv": "School common, SCI",
                            "und": "School common, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "991d2dde-13fa-4a6b-a8cd-b42893c9488d",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5bd1c5c8-4ec4-49ff-a803-cce502acde49",
                        "name": "Simo Taimela"
                    },
                    "organization": {
                        "id": "e7b3e620-0207-4623-93e7-2ebabe43c8c5",
                        "pref_label": {
                            "en": "School common, SCI",
                            "fi": "School common, SCI",
                            "sv": "School common, SCI",
                            "und": "School common, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T320",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "6b39117c-faaa-4464-8a65-2c06b4e7400a",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "b74c2ee9-834e-49b6-b454-464eda7a7eee",
                        "pref_label": {
                            "en": "figshare",
                            "fi": "figshare",
                            "sv": "figshare"
                        }
                    }
                },
                {
                    "id": "51182e0c-0e9d-423b-ae48-7516fb644525",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "2d97c846-6c20-4ac0-bcc3-2883b300c03e",
                        "pref_label": {
                            "en": "Terveystalo Healthcare",
                            "fi": "Terveystalo Healthcare OYJ",
                            "sv": "Terveystalo Healthcare OYJ"
                        }
                    }
                },
                {
                    "id": "7fa6188c-55ee-4709-a742-37fca53e3f4a",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "32e4eb1c-cc8e-4798-b040-cb887dfc096a",
                        "pref_label": {
                            "en": "University of Helsinki",
                            "fi": "University of Helsinki",
                            "sv": "University of Helsinki"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Abstract Background COVID-19 has had wide-reaching effects on healthcare services beyond the direct treatment of the pandemic. Most current studies have reported changes in realised service usage, but the dynamics of how patients engage with healthcare services are less well understood. We analysed the effects of COVID-19 on healthcare bookings and cancellations for various service channels between January 2020 and July 2021. Methods Our data includes 7.3 million bookings, 11.0 million available appointments, and 405.1 thousand cancellations by 900.6 thousand individual patients between the ages of 18 and 65 years. The data were collected from electronic health record data, including laboratory and imaging services as well as inpatient stays, between January 2017 and July 2021. The patients were Finnish private and occupational healthcare customers in the capital region of Finland. We fitted an autoregressive moving average (ARIMA) model on data between 2017 and 2019 to predict the expected numbers of bookings, available appointments, and cancellations, which were compared to observed time series data between 2020 and 2021. Results Utilisation of physical, in-person primary care physician appointments decreased by up to 50% during the first 18 months of the pandemic. At the same time, digital care channels experienced a rapid, multi-fold increase in service usage. Simultaneously, the number of bookings for laboratory and imaging services decreased by 50% below the pre-pandemic projections. The number of specialist and hospital service bookings remained at the predicted level during the study period. Cancellations for most health services increased sharply by up to three times the pre-COVID levels during the first weeks of the pandemic but returned to the pre-pandemic levels for the rest of the study period. Conclusions The reduction in in-person appointments and the increase in the utilisation of digital services was likely a contributing factor in the decrease of the utilisation of diagnostic and imaging services throughout the study period. Utilisation of specialist care and hospital services were not affected. Cancellations contributed to the changes in service utilisation only during the first weeks of the pandemic."
            },
            "field_of_science": [
                {
                    "id": "95c881b3-bcd0-4cf6-8be0-74987ec738de",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5141",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Sociology",
                        "fi": "Sosiologia",
                        "sv": "Sociologi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-04-19",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.6084/m9.figshare.c.7190628",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/The_impact_of_COVID-19_on_healthcare_booking_and_cancellation_patterns_time_series_analysis_of_private_healthcare_service_utilisation_in_Finland/7190628"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "The impact of COVID-19 on healthcare booking and cancellation patterns: time series analysis of private healthcare service utilisation in Finland"
            },
            "created": "2024-04-29T23:00:23Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "287bb12a-5680-44fa-a4ea-f13845c72e3c",
                    "title": {
                        "en": "The impact of COVID-19 on healthcare booking and cancellation patterns: time series analysis of private healthcare service utilisation in Finland"
                    },
                    "persistent_identifier": "doi:10.6084/m9.figshare.c.7190628",
                    "state": "published",
                    "created": "2024-04-29T23:00:23Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "5d31954c-aeea-4d94-80c8-71da5c7946a7",
            "access_rights": {
                "id": "d20b3f4f-c3b2-4277-a94a-a9b0cc056207",
                "license": [
                    {
                        "id": "7b932506-065d-4d3d-bba4-23f225fce013",
                        "custom_url": "https://creativecommons.org/licenses/by-nc/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
                            "fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)",
                            "und": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-NC-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
                            "fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "e6a97abb-e19d-4218-a632-22801761162c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3409fb63-2266-476d-ada8-4ef8d96eeac1",
                        "name": "Aarne Hovi",
                        "external_identifier": "https://orcid.org/0000-0002-4384-5279"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "eddd3d9a-93fe-4467-a490-2a1489cc0abc",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5444fc1c-e7f8-4d16-85ef-f6a20c331f3a",
                        "name": "Daniel Schraik",
                        "external_identifier": "https://orcid.org/0000-0002-7794-3918"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "99afc919-e0cf-4b31-b7ae-b8bd3e6dc246",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "a6632b88-e138-47d8-81e1-bd9f14b4ae6d",
                        "name": "Jan Hanuš"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "43e71af5-4fc0-4156-bef3-c7d1b1cdf4f5",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "7cae0653-eab7-4a56-9677-6d13d2ce934c",
                        "name": "Petr Lukeš"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f0b03e1e-13e9-449d-8db0-93c371f175a2",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "fe99d78a-1378-43d7-8e44-4958daf4d0dc",
                        "name": "Zuzana Lhotáková"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f083b771-44c1-4eb1-900c-5f654eeab02f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5c343878-417e-4ac7-a2b3-0dd85b3ef2be",
                        "name": "Lucie Homolová"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "29bd1aee-02b9-4cde-8d79-63f863f4b6f1",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "057933a2-4b4f-4b8b-b58d-076c22a4cf85",
                        "name": "Miina Rautiainen",
                        "external_identifier": "https://orcid.org/0000-0002-6568-3258"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "580c92e6-0438-4564-a54d-dde8ce4594e8",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "b4f71c86-4d9a-429f-9f4f-c64d48952812",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                },
                {
                    "id": "47c80155-a28a-4be3-921f-dd697b613618",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "2ebfef68-c3bf-44d5-a6a1-2a72ae897ab6",
                        "pref_label": {
                            "en": "Natural Resources Institute Finland (Luke)",
                            "fi": "Luke Natural Resources Institute Finland",
                            "sv": "Luke Natural Resources Institute Finland"
                        }
                    }
                },
                {
                    "id": "0480b524-e58d-4031-8f62-0b1c91f46f67",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "d4732916-9978-49dc-a87c-b46176dfe3fb",
                        "pref_label": {
                            "en": "Global Change Research Institute",
                            "fi": "Global Change Research Institute",
                            "sv": "Global Change Research Institute"
                        }
                    }
                },
                {
                    "id": "b307a06b-5a30-4781-9a74-2980592c8831",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "62c2add3-3a02-4844-897d-0828dac052e3",
                        "pref_label": {
                            "en": "Charles University",
                            "fi": "Charles University",
                            "sv": "Charles University"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset contains airborne hyperspectral and laser scanning data from four study sites located in boreal, hemiboreal, and temperate forests in Finland, Estonia, and the Czech Republic. The data collection and preprocessing have been described in detail in **Rautiainen et al. (2024). A spectral-structural characterization of European temperate, hemiboreal and boreal forests**. See a technical README document provided together with the data for details on the contents and formats of the data files. **Citation:** When using the data, please cite - Rautiainen, M., Hovi, A., Schraik, D., Hanuš, J., Lukeš, P., Lhotáková, Z., & Homolová, L. (2024). A spectral-structural characterization of European temperate, hemiboreal and boreal forests. More information on the article from the authors. - Hovi, A., Schraik, D., Hanuš, J., Lukeš, P., Lhotáková, Z., Homolová, L., & Rautiainen, M. A spectral-structural characterization of European temperate, hemiboreal and boreal forests: Airborne data. Aalto University. https://doi.org/10.23729/c6da63dd-f527-4ec9-8401-57c14f77d19f An accompanying dataset, comprising field and laboratory data on forest canopy structure and spectral properties of canopy elements and forest floor in the same study sites, is available at [https://doi.org/10.23729/9a8d90cd-73e2-438d-9230-94e10e61adc9](https://doi.org/10.23729/9a8d90cd-73e2-438d-9230-94e10e61adc9)."
            },
            "field_of_science": [
                {
                    "id": "5219633e-4362-479e-b8c9-9ee72e7c8bf8",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Environmental engineering",
                        "fi": "Ympäristötekniikka",
                        "sv": "Miljöteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-04-25",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/c6da63dd-f527-4ec9-8401-57c14f77d19f",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/57e630e9-58a2-41a1-ac39-9ebb923040a4"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "A spectral-structural characterization of European temperate, hemiboreal and boreal forests: Airborne data"
            },
            "created": "2024-04-29T23:00:22Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "5d31954c-aeea-4d94-80c8-71da5c7946a7",
                    "title": {
                        "en": "A spectral-structural characterization of European temperate, hemiboreal and boreal forests: Airborne data"
                    },
                    "persistent_identifier": "doi:10.23729/c6da63dd-f527-4ec9-8401-57c14f77d19f",
                    "state": "published",
                    "created": "2024-04-29T23:00:22Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "49fdf7f3-c4dc-4263-a5c6-983bd9c6da2e",
            "access_rights": {
                "id": "ca3c82c1-e7ce-4588-8ae4-e7862593ae66",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "f8b8919c-8008-4540-82fc-c8eed460a2e4",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c698411c-6249-4b4b-b086-bdfb9042e043",
                        "name": "Aarne Hovi",
                        "external_identifier": "https://orcid.org/0000-0002-4384-5279"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3c7d61b4-bb89-425c-a9ff-ce40bd487baa",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "03fd876d-e4e3-4c32-8b7e-44d11baff9b3",
                        "name": "Daniel Schraik",
                        "external_identifier": "https://orcid.org/0000-0002-7794-3918"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "21d804ae-9b51-418b-84d6-decf387cf4b0",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "b53b1e80-4c52-4310-97c9-9bc7a987cf52",
                        "name": "Jan Hanuš"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "7fb5b39f-79aa-4ac5-87b2-8897f487b54f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3a0072c2-3e2f-44e8-b694-f836942746c6",
                        "name": "Petr Lukeš"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0a92d6d9-9bf5-43be-80ea-ee075f84c561",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4336860f-0d3f-40a0-9052-0ee83af2d5dc",
                        "name": "Zuzana Lhotáková"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "77df100a-38c0-4fd7-bcfa-74243eb05748",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "590cc979-a04c-46f7-957a-cfeffa582978",
                        "name": "Lucie Homolová"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "e6a8f9d1-0c16-4400-bdc4-47636bbb30f7",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3e01ffa8-34bb-4478-b382-c4d9c889cd2d",
                        "name": "Miina Rautiainen",
                        "external_identifier": "https://orcid.org/0000-0002-6568-3258"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "070f1143-6b37-4803-82c7-ee2310c8967b",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "f749c995-0286-4d15-a119-b53acb4891a1",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                },
                {
                    "id": "136713ca-f4b0-492c-9a2b-658a621e42cf",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "d4dbe938-5aa9-4990-9e5d-ca15a57a4d7f",
                        "pref_label": {
                            "en": "Natural Resources Institute Finland (Luke)",
                            "fi": "Luke Natural Resources Institute Finland",
                            "sv": "Luke Natural Resources Institute Finland"
                        }
                    }
                },
                {
                    "id": "9d6b87a3-bf83-4315-9ef7-00b83833a12b",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "d5775413-4171-427f-bcbe-1bf9b4ef6ea5",
                        "pref_label": {
                            "en": "Global Change Research Institute",
                            "fi": "Global Change Research Institute",
                            "sv": "Global Change Research Institute"
                        }
                    }
                },
                {
                    "id": "0d3ce195-e97f-4b7e-a76c-520fbf5e82ed",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "a4228ed8-fead-4399-8a03-f84ae2bd2143",
                        "pref_label": {
                            "en": "Charles University",
                            "fi": "Charles University",
                            "sv": "Charles University"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset contains field and laboratory data on forest canopy structure and spectral properties of canopy elements and forest floor in four study sites located in boreal, hemiboreal, and temperate forests in Finland, Estonia, and the Czech Republic. The data collection and preprocessing have been described in detail in **Rautiainen et al. (2024). A spectral-structural characterization of European temperate, hemiboreal and boreal forests**. See a technical README document provided together with the data for details on the contents and formats of the data files. **Citation:** When using the data, please cite - Rautiainen, M., Hovi, A., Schraik, D., Hanuš, J., Lukeš, P., Lhotáková, Z., & Homolová, L. (2024). A spectral-structural characterization of European temperate, hemiboreal and boreal forests. More information on the article from the authors. - Hovi, A., Schraik, D., Hanuš, J., Lukeš, P., Lhotáková, Z., Homolová, L., & Rautiainen, M. A spectral-structural characterization of European temperate, hemiboreal and boreal forests: Laboratory and field data. Aalto University. https://doi.org/10.23729/9a8d90cd-73e2-438d-9230-94e10e61adc9 An accompanying dataset, comprising airborne hyperspectral and laser scanning data from the same study sites, is available at [https://doi.org/10.23729/c6da63dd-f527-4ec9-8401-57c14f77d19f](https://doi.org/10.23729/c6da63dd-f527-4ec9-8401-57c14f77d19f)."
            },
            "field_of_science": [
                {
                    "id": "5219633e-4362-479e-b8c9-9ee72e7c8bf8",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Environmental engineering",
                        "fi": "Ympäristötekniikka",
                        "sv": "Miljöteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-04-25",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/9a8d90cd-73e2-438d-9230-94e10e61adc9",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/ace2a123-00ff-4944-951e-eddbe209b70c"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "A spectral-structural characterization of European temperate, hemiboreal and boreal forests: Laboratory and field data"
            },
            "created": "2024-04-29T23:00:22Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "49fdf7f3-c4dc-4263-a5c6-983bd9c6da2e",
                    "title": {
                        "en": "A spectral-structural characterization of European temperate, hemiboreal and boreal forests: Laboratory and field data"
                    },
                    "persistent_identifier": "doi:10.23729/9a8d90cd-73e2-438d-9230-94e10e61adc9",
                    "state": "published",
                    "created": "2024-04-29T23:00:22Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "1b05c93b-db2e-4d03-a89e-876479f2679d",
            "access_rights": {
                "id": "1d350542-691b-4c8c-9ec6-71b869649e5c",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "52a764e2-5434-49eb-8fce-88852c20290b",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "959f853e-ce03-4f04-a6d1-f0949cd221dd",
                        "name": "Teemu Lehtinen",
                        "external_identifier": "https://orcid.org/0000-0003-4794-3818"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "8693324e-b612-4b4d-bbf8-4bde3925501f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "94ac4480-cbca-43f3-a0ad-6974c185361d",
                        "name": "Charles Koutcheme",
                        "external_identifier": "https://orcid.org/0000-0002-2272-2763"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "e6a99d8e-ff50-48dc-8f97-2cdeda5d9a0c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4a98848c-b2fc-4061-9bf9-881dbe831059",
                        "name": "Arto Hellas"
                    },
                    "organization": {
                        "id": "c7963c8c-37b7-4962-84a4-4fe651b4ccb7",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "203b6610-4266-4242-bd9f-a71854009f87",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "ab881e45-61ee-4439-aa8e-c7cf6648ce8c",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "The dataset includes: 60 small Python programs generated by OpenAI GPT-3.5 (10 functionally correct program variations for each of the selected 6 publicly available introductory programming assignments) 399 program comprehension questions that target the generated programs 798 answers to those questions by OpenAI GPT-3.5 and GPT-4 Researcher annotation on the correctness of each answer and developed codes for the error types In addition, scripts for processing and analyzing the data are included."
            },
            "field_of_science": [
                {
                    "id": "33d291b9-9b23-4192-b878-cffc210af1d3",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-01-20",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.8434781",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/records/10540923"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Let's Ask AI About Their Programs"
            },
            "created": "2024-04-24T23:00:38Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "1b05c93b-db2e-4d03-a89e-876479f2679d",
                    "title": {
                        "en": "Let's Ask AI About Their Programs"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.8434781",
                    "state": "published",
                    "created": "2024-04-24T23:00:38Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "19e8459e-ad71-4885-acd9-3fd2d28af77c",
            "access_rights": {
                "id": "618663df-1434-4d29-986f-36194a22eba6",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "e75c5de8-96bb-4f14-a51c-e18e77221aca",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f6af3233-4ee7-4cd1-9db4-84f65f2b26a9",
                        "name": "Hassan Ahmed"
                    },
                    "organization": {
                        "id": "71980f6a-a717-47f6-a340-9e4455a8a666",
                        "pref_label": {
                            "en": "Department of Civil Engineering",
                            "fi": "Department of Civil Engineering",
                            "sv": "Department of Civil Engineering",
                            "und": "Department of Civil Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T214",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "fd1ccc87-b0b4-4f1a-9ab4-ec8baa112e3d",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c09a26be-a9f5-4478-b0a1-8ca9a370e6c9",
                        "name": "Jukka Kuva"
                    },
                    "organization": {
                        "id": "71980f6a-a717-47f6-a340-9e4455a8a666",
                        "pref_label": {
                            "en": "Department of Civil Engineering",
                            "fi": "Department of Civil Engineering",
                            "sv": "Department of Civil Engineering",
                            "und": "Department of Civil Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T214",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "4668e8cc-0b06-428f-8500-1d012d2189dc",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "70bc8143-0d36-4b28-b552-32cba8341b05",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                },
                {
                    "id": "26cdbcd3-5697-4501-a841-ee1fb16d5ca7",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "14491493-7a71-49df-9089-246b1139ff1f",
                        "pref_label": {
                            "en": "Geologian tutkimuskeskus",
                            "fi": "Geologian Tutkimuskeskus",
                            "sv": "Geologian Tutkimuskeskus"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Collective preview entry for datasets of concrete with entrapped pores. Pre-test dataset was scanned to determine optimal sample size for analysis. Pre-test set preview: https://doi.org/10.23729/d5123d9a-39ce-4b46-ad1f-6e6787e55e66 Pre-test set PAS: Publication dataset was used in Ahmed, H., Kuva, J., Punkki, J., 2024. Analysing entrapped pores in concrete via x-ray computed tomography: Influence of workability and compaction time. Construction and Building Materials 417. 135311. https://doi.org/10.1016/j.conbuildmat.2024.135322 Publication set preview: Publication set PAS:"
            },
            "field_of_science": [
                {
                    "id": "2b9f69ab-1068-4ecd-8552-ac6d4b9c6664",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta212",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Civil and Construction engineering",
                        "fi": "Rakennus- ja yhdyskuntatekniikka",
                        "sv": "Byggnads- och samhällsteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-04-04",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/137a8d02-50c5-4030-be74-2ae7621426df",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/786161b4-3460-4dfd-9846-c1f7586a82fd"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Entrapped Pores Concrete preview"
            },
            "created": "2024-04-12T23:00:11Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "19e8459e-ad71-4885-acd9-3fd2d28af77c",
                    "title": {
                        "en": "Entrapped Pores Concrete preview"
                    },
                    "persistent_identifier": "doi:10.23729/137a8d02-50c5-4030-be74-2ae7621426df",
                    "state": "published",
                    "created": "2024-04-12T23:00:11Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "7c33f9a2-8d6d-4ea2-b7b8-cdf6a6efd241",
            "access_rights": {
                "id": "f7485dbc-2bc2-46a3-b738-39ea182b3b5b",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "78dc7a88-fad9-4625-9cdf-68a2c2162a7e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "87132673-54ea-4b69-8092-df4194e34cd5",
                        "name": "Kanwal Shahid"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "7598f7e4-a34c-4ef8-a85b-48d5c05d03a2",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "39add607-519f-468d-a93a-97041e78f045",
                        "name": "Deepika Lakshmi Ramasamy"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "5c928f59-3227-42d4-926a-60c87b2a4f23",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "fc364c63-95ff-4ef5-bfd4-ae044b1fdafe",
                        "name": "Parminder Kaur",
                        "external_identifier": "https://orcid.org/0000-0002-1826-9257"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "9295b7c3-ee4e-424f-ab19-d7a02ab8e6c7",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c2d4fb1f-8f75-44cc-b9dd-74fc2ffd9803",
                        "name": "Mika Sillanpää"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "386739c3-90ce-4dd0-b45f-088c98692244",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "fb465396-de69-4669-966a-45ddcf4a30cf",
                        "name": "Arto Pihlajamäki"
                    },
                    "organization": {
                        "id": "d9c4bf8a-d850-4b81-8988-92afad7fd932",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "cf3cd15c-c579-4bda-89d7-fc228a59625c",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "eef5e086-78a0-464e-89a5-4525c5571e8b",
                        "pref_label": {
                            "en": "figshare",
                            "fi": "figshare",
                            "sv": "figshare"
                        }
                    }
                },
                {
                    "id": "2e2713b7-0bd4-487c-96be-69893e9be526",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "9e5923da-6a2a-4252-8d7f-1e381813f048",
                        "pref_label": {
                            "en": "LUT University",
                            "fi": "Lappeenranta University of Technology",
                            "sv": "Lappeenranta University of Technology"
                        }
                    }
                },
                {
                    "id": "7d3017a5-cb95-4118-a01f-27d2f7bd6666",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "8068f1f0-2012-4f7a-84b7-7341902214cf",
                        "pref_label": {
                            "en": "Université libre de Bruxelles",
                            "fi": "Université libre de Bruxelles",
                            "sv": "Université libre de Bruxelles"
                        }
                    }
                },
                {
                    "id": "1e2e376f-1c69-4440-a28c-60aa43cec62d",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "2881f9b7-8f86-424e-9813-22deea6a7197",
                        "pref_label": {
                            "en": "University of Southern Queensland",
                            "fi": "University of Southern Queensland",
                            "sv": "University of Southern Queensland"
                        }
                    }
                },
                {
                    "id": "404a54a2-1312-47b8-bab1-62f02442f97c",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "efd4baaf-e030-4f2b-9ca2-97e40e9a95b9",
                        "pref_label": {
                            "en": "Duy Tan University",
                            "fi": "Duy Tan University",
                            "sv": "Duy Tan University"
                        }
                    }
                },
                {
                    "id": "6137d953-8c7f-483a-973b-324c4f597af9",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "722ad09c-efcf-4a55-88ab-527872971125",
                        "pref_label": {
                            "en": "University of Johannesburg",
                            "fi": "University of Johannesburg",
                            "sv": "University of Johannesburg"
                        }
                    }
                },
                {
                    "id": "6948f972-1da3-4504-ae29-eff6ebed188d",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "4411c82d-af02-4039-b0c5-b9828cb6d4c7",
                        "pref_label": {
                            "en": "Chandigarh University"
                        }
                    }
                },
                {
                    "id": "f99a2a10-6040-4761-ba02-2c624c4f8a34",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "8336f987-5fff-4740-a663-425e36ca3e49",
                        "pref_label": {
                            "en": "King Saud University",
                            "fi": "King Saud University",
                            "sv": "King Saud University"
                        }
                    }
                },
                {
                    "id": "82a1833b-245f-45d6-8e5a-e9e7afe2fa22",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "452ec979-49dc-4082-995c-186d95702f82",
                        "pref_label": {
                            "en": "Ton Duc Thang University",
                            "fi": "Ton Duc Thang University",
                            "sv": "Ton Duc Thang University"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Abstract Background The combined microbial fuel cell–microbial nutrient recovery system has lately been thoroughly explored from an engineering standpoint. The relevance of microbial communities in this process, on the other hand, has been widely underestimated. Results A lab-scale microbial nutrients recovery system was created in this work, and the microbial community structure was further defined, to give a thorough insight into the important microbial groups in the present system. We reported for the first-time different hybrid anodes of activated carbon and chitosan that were used in the microbial nutrient recovery system for bioenergy production, and, for the removal of COD and recovery of nutrients present in the wastewater. The hybrid anodic materials were studied to adapt electrochemically active bacteria for the recovery of nutrients and energy generation from wastewater without the need for an external source of electricity. The potential of the created hybrid anodes in terms of nutrients recovery, chemical oxygen demand elimination, and energy generation from municipal wastewater was thoroughly examined and compared with each other under similar operating conditions. When the COD loading was 718 mg/L, a total COD removal of ~ 79.2% was achieved with a hybrid activated carbon and chitosan anode having an equal ratio after 10 days of the operation cycle. The maximum power density estimated for hybrid anode (~ 870 mWm−2) was found. Conclusion Overall, this work reveals a schematic self-driven way for the collection and enrichment of nutrients (~ 72.9% phosphorus recovery and ~ 73% ammonium recovery) from municipal wastewater, as well as consistent voltage production throughout the operation."
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-02-18",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.6084/m9.figshare.c.5848779.v1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/Enhanced_bioenergy_and_nutrients_recovery_from_wastewater_using_hybrid_anodes_in_microbial_nutrient_recovery_system/5848779/1"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Enhanced bioenergy and nutrients recovery from wastewater using hybrid anodes in microbial nutrient recovery system"
            },
            "created": "2024-04-04T23:00:34Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "7c33f9a2-8d6d-4ea2-b7b8-cdf6a6efd241",
                    "title": {
                        "en": "Enhanced bioenergy and nutrients recovery from wastewater using hybrid anodes in microbial nutrient recovery system"
                    },
                    "persistent_identifier": "doi:10.6084/m9.figshare.c.5848779.v1",
                    "state": "published",
                    "created": "2024-04-04T23:00:34Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "9dfa0577-1895-4605-8af0-3dbd35f66f87",
            "access_rights": {
                "id": "685c7989-7802-49de-b401-b270b904f1cd",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "9c1c2184-b135-49f9-bcc8-ce87f1a233bd",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "b55e126f-2f57-4a36-91e9-071aed1d5f34",
                        "name": "Maria Sammalkorpi",
                        "external_identifier": "https://orcid.org/0000-0002-9248-430X"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "a78b184b-8982-496d-8627-24ec925cc7f0",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5a3a6063-1b5f-4cc8-afa8-7fbd64dd023b",
                        "name": "Maisa Vuorte"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3a4c50ee-e69b-4f3a-a0cf-80186b5ed03a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "0a62a369-810d-46d4-a21e-61b3f171972f",
                        "name": "Dmitry Tolmachev",
                        "external_identifier": "https://orcid.org/0000-0002-9699-100X"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "27c83a04-0a48-4a62-9b63-53e383f13367",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "a9e07d26-aedd-407a-8bb7-a20e41579668",
                        "name": "Zhennan Kou",
                        "external_identifier": "https://orcid.org/0000-0001-5710-9283"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "40427686-90d2-4660-9a8c-a6678da23656",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "7bc381f0-a572-4c8b-95bc-0853a2c948f5",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This directory contains data and files associated with the publication Zhennan Kou, Dmitry Tolmachev, Maisa Vuorte, and Maria Sammalkorpi, \"Interactions of NaCl with cellulose Iβ crystal surfaces and the effect on cellulose hydration: a molecular dynamics study\", Cellulose (2024). https://doi.org/10.1007/s10570-024-05831-x Please cite the above publication when using this data set! This work was a part of the Academy of Finland’s Flagship Programme under Projects No. 318890 and 318891 (Competence Center for Materials Bioeconomy, FinnCERES). The work was also supported by the Academy of Finland through its Centres of Excellence Programme (2022-2029, LIBER) under project no. 346111 (M.S.). Computational resources by CSC IT Centre for Finland and RAMI – RawMatters Finland Infrastructure are also gratefully acknowledged. The authors thank Dr. Suvi Arola and Prof. Markus B. Linder for useful discussions."
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-03-24",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/2a4b6f95-c9ea-4eb9-8e95-da0fbddf85a6",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/f23bbf1c-3a2a-42e0-956b-55a978bbc0f3"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "2023_Kou_Cellulose"
            },
            "created": "2024-04-08T23:00:34Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "9dfa0577-1895-4605-8af0-3dbd35f66f87",
                    "title": {
                        "en": "2023_Kou_Cellulose"
                    },
                    "persistent_identifier": "doi:10.23729/2a4b6f95-c9ea-4eb9-8e95-da0fbddf85a6",
                    "state": "published",
                    "created": "2024-04-08T23:00:34Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "c111faff-df87-486c-862a-4649a5e69926",
            "access_rights": {
                "id": "902f4dd0-9fc9-4dde-97c9-b8e36e7d92ac",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "fd3b3e40-38ab-4672-ae46-a727f0367aa0",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5066746b-5976-48c1-8532-525220b23d4a",
                        "name": "Maria Sammalkorpi",
                        "external_identifier": "https://orcid.org/0000-0002-9248-430X"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "c83e78cd-cc9a-41f4-b25c-e860a242d02a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "b9b5a71b-709f-4b40-bd38-d424b5f53d26",
                        "name": "Alberto Scacchi",
                        "external_identifier": "https://orcid.org/0000-0003-4606-5400"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "437ae289-1ef8-4b36-8416-77e48f20cbea",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "ed9f48d0-70b2-415c-a0e3-89401aef66a8",
                        "name": "Emil Stråka"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "fdc609c3-2435-4c20-9cf1-410f28f30eaf",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "01b43b47-07c0-447e-888c-bac83a85de97",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                },
                {
                    "id": "04ee1b33-d5ab-47fd-8223-a00ac724b3a6",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "541ebaa1-41e6-4223-b4cf-a99f5d4db4d0",
                        "pref_label": {
                            "en": "Aalto University",
                            "fi": "Aalto University",
                            "sv": "Aalto University"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This data set contains the simulation input files and simulations figures data belonging to the publication X. Liu, H. Tan, E. Stråka, X. Hu, M. Chen, S. van Dijken, A. Scacchi, M. Sammalkorpi, O. Ikkala, and B. Peng, Bioinspired trainable magnetic sensory responses using magnetic colloidal assemblies, Cell Reports Physical Science (2024). https://doi.org/10.1016/j.xcrp.2024.101923 Please cite the above publication when using this data set! The authors acknowledge the facilities and technical support provided by Aalto University OtaNano - Nanomicroscopy Center and the assistance from Jiahui Kang for TEM imaging. This work was supported by ERC (Advanced Grant DRIVEN, no. 742829), the Academy of Finland (nos. 321443, 328942, and 316973, and Center of Excellence Program of Life-Inspired Hybrid Materials, projects nos. 346108 and 346111), the China Scholarship Council (no. 201906310146), and the Swiss National Science Foundation (no. P500PT_206916) (to A.S.). Computational resources by CSC IT Center for Finland, Aalto Science-IT and RAMI – RawMatters Finland Infrastructure are also gratefully acknowledged."
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-03-28",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/d976204b-2d90-4a5b-9e05-c14b94ae6df3",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/54319395-fafb-485c-b921-85206e3380a7"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "2024_Straka_CRPS"
            },
            "created": "2024-04-08T23:00:33Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "c111faff-df87-486c-862a-4649a5e69926",
                    "title": {
                        "en": "2024_Straka_CRPS"
                    },
                    "persistent_identifier": "doi:10.23729/d976204b-2d90-4a5b-9e05-c14b94ae6df3",
                    "state": "published",
                    "created": "2024-04-08T23:00:33Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "e84e0875-d7b9-4cf0-8484-cf124ed652ca",
            "access_rights": {
                "id": "03a2059b-18d5-4071-8913-6694aab0d704",
                "license": [
                    {
                        "id": "60ce96ab-a581-4225-a652-bad746a435a2",
                        "title": {
                            "en": "License Not Specified",
                            "fi": "Ei määritelty",
                            "und": "Ei määritelty"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/notspecified",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "License Not Specified",
                            "fi": "Ei määritelty"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "9f84d697-df2a-4ef3-be13-997d8c5eef26",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "598f585d-9ec8-40bc-80ee-052297f6f5d9",
                        "name": "Kaisa Västilä",
                        "external_identifier": "https://orcid.org/0000-0002-6034-760X"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "cb2a5080-9f64-4494-8f97-35d27cda05d0",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3cfcb3c1-9dfc-4cd5-83c4-52477f55a54d",
                        "name": "Juha Järvelä",
                        "external_identifier": "https://orcid.org/0000-0001-7499-8414"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "c91ced7d-a882-46bd-a77a-a7a738993fe3",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "083215ff-d607-4edc-af95-ba74a0cbdd57",
                        "name": "Tom Jilbert"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "eafdc0d6-f039-4c9e-b7f2-26f27fb02928",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "74e44495-8f05-4500-ae03-f94f4a6b8dd6",
                        "name": "Markku Andelin"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "7d85cb3a-cc54-4293-af29-04c7df74488b",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4e4f2be9-6ea2-4e68-bdc1-9fa56eded361",
                        "name": "Antti Louhio"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "837ff356-3229-4836-bc75-9e2fb849ddeb",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "37a723f4-60c4-4fa4-a121-7c76733cec2a",
                        "name": "Aino Peltola"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "637fbf24-c5c5-4826-87cd-4bbb4b79e39a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "bc199d48-a305-4258-923c-37185174ecaf",
                        "name": "Harri Koivusalo",
                        "external_identifier": "https://orcid.org/0000-0002-3713-1579"
                    },
                    "organization": {
                        "id": "bcf4d306-dcb4-4d5d-b303-c6e0604e27cb",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "80550828-37c3-4fbf-b265-b612d1d4035e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "1a76b9af-b904-4f2e-a0d7-c14d8ea60a13",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                },
                {
                    "id": "c21ab7ab-eb67-4dbc-ba5c-4c2691a6e886",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "7f75b37f-3787-4efe-9fe3-198158bd1897",
                        "pref_label": {
                            "en": "University of Helsinki",
                            "fi": "University of Helsinki",
                            "sv": "University of Helsinki"
                        }
                    }
                },
                {
                    "id": "eeb178dd-4b25-423e-868b-aa2b07bf02b1",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "08e29d93-befe-483d-b644-755f0b8d05a3",
                        "pref_label": {
                            "en": "Aalto University",
                            "fi": "Aalto University",
                            "sv": "Aalto University"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset contains measured and modelled data on the flow-sediment-nutrient interactions in a two-stage (compound) agricultural channel in Sipoo, Finland. The whole dataset is analyzed by Västilä & Jilbert (submitted), but parts of the data have been previously described and analyzed by Västilä & Järvelä (2011), Västilä et al. (2016), Västilä & Järvelä (2018) and Västilä et al. (2021). The dataset contains three separate files: 1) repeated elevation surveys of the cross-sectional geometry in six channel cross-sections in years 2010, 2012 and 2019 2) vertical distributions of total phosphorus, nitrogen, carbon and sulphur in the main channel bed, floodplain and channel bank sediments 3) experimentally determined daily average discharges, suspended sediment loads and total phosphorus loads in years 2009-2012, as well as modelled daily average discharges and loads of suspended sediment, total phosphorus, total nitrogen and total organic carbon in years 2009-2019 Brief metadata descriptions (read-me) are included in each Excel file. Further details are described in the original scientific publications listed below. Västilä, K. 2010. Cohesive sediment processes in vegetated flows: preliminary field study results. In Dittrich, A., Koll, Ka., Aberle, J. & Geisenhainer, P. (eds.), Proceedings of River Flow 2010, Fifth International Conference on Fluvial Hydraulics, 8–10 September 2010, Braunschweig, Germany, pp. 317–324. Bundesanstalt für Wasserbau, Karlsruhe. ISBN-13: 978-3939230007. Västilä, K. & Jilbert, T. (submitted) Sedimentary nutrient retention in an agricultural two-stage channel over the first 9 years: analytical framework and application to a case study site. Västilä, K. & Järvelä, J. 2011 Environmentally preferable two-stage drainage channels: considerations for cohesive sediments and conveyance. International Journal of River Basin Management, 9(3–4): 171–180. doi: 10.1080/15715124.2011.572888. Västilä, K. & Järvelä, J. 2018 Characterizing natural riparian vegetation for modeling of flow and suspended sediment transport. Journal of Soils and Sediments, 18(10): 3114–3130. doi: 10.1007/s11368-017-1776-3. Västilä, K., Järvelä, J., and Koivusalo, H. 2016 Flow–vegetation–sediment interaction in a cohesive compound channel. Journal of Hydraulic Engineering, 142(1): 04015034. doi:10.1061/(ASCE)HY.1943-7900.0001058. Västilä, K., Väisänen, S., Koskiaho, J., Lehtoranta, V., Karttunen, K., Kuussaari, M., Järvelä, J., Koikkalainen, K. 2021 Agricultural Water Management Using Two-Stage Channels: Performance and Policy Recommendations Based on Northern European Experiences. Sustainability, 13(16), 9349. doi: 10.3390/su13169349"
            },
            "field_of_science": [
                {
                    "id": "7334f2e9-1aae-4b87-9088-8226211b06c9",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta1171",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Geosciences",
                        "fi": "Geotieteet",
                        "sv": "Geovetenskaper"
                    }
                },
                {
                    "id": "5219633e-4362-479e-b8c9-9ee72e7c8bf8",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Environmental engineering",
                        "fi": "Ympäristötekniikka",
                        "sv": "Miljöteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-03-21",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.4729536",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/records/4729537"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data of Västilä & Jilbert (2024): Sedimentary nutrient retention in an agricultural two-stage channel over the first 9 years: analytical framework and application to a case study site"
            },
            "created": "2024-04-08T23:00:32Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "e84e0875-d7b9-4cf0-8484-cf124ed652ca",
                    "title": {
                        "en": "Data of Västilä & Jilbert (2024): Sedimentary nutrient retention in an agricultural two-stage channel over the first 9 years: analytical framework and application to a case study site"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.4729536",
                    "state": "published",
                    "created": "2024-04-08T23:00:32Z",
                    "version": 1
                }
            ],
            "published_revision": 15,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "66212af2-213b-4c47-bb20-4d139f081354",
            "access_rights": {
                "id": "56c7273c-617f-4088-9e56-448fa81bfcb7",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "907e9353-1c2e-45c1-b664-adbda8357fd8",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9f84e65f-5916-4247-9f03-70888ad634f4",
                        "name": "Georg Stolz"
                    },
                    "organization": {
                        "id": "4f3b4e3e-f077-4575-95d4-677ace85737b",
                        "pref_label": {
                            "en": "Department of Information and Communications Engineering",
                            "fi": "Department of Information and Communications Engineering",
                            "sv": "Department of Information and Communications Engineering",
                            "und": "Department of Information and Communications Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f07c2db4-983d-47d8-b3a8-f49965a88bcd",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9c326f72-9142-49cc-8442-48ac3253d7b6",
                        "name": "Georg Götz",
                        "external_identifier": "https://orcid.org/0000-0003-2896-5341"
                    },
                    "organization": {
                        "id": "4f3b4e3e-f077-4575-95d4-677ace85737b",
                        "pref_label": {
                            "en": "Department of Information and Communications Engineering",
                            "fi": "Department of Information and Communications Engineering",
                            "sv": "Department of Information and Communications Engineering",
                            "und": "Department of Information and Communications Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3e2c2f6a-62c3-4d63-a284-65d1e14cec66",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "ffba6530-49a0-42e1-b89f-80e6bcb7d2ed",
                        "name": "Lukas Treybig"
                    },
                    "organization": {
                        "id": "4f3b4e3e-f077-4575-95d4-677ace85737b",
                        "pref_label": {
                            "en": "Department of Information and Communications Engineering",
                            "fi": "Department of Information and Communications Engineering",
                            "sv": "Department of Information and Communications Engineering",
                            "und": "Department of Information and Communications Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "8cef3a44-4874-4c3b-b16b-9723c9ef6cd2",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "ea630ae4-2809-407e-8b02-0dd43c457ac4",
                        "name": "Stephan Werner"
                    },
                    "organization": {
                        "id": "4f3b4e3e-f077-4575-95d4-677ace85737b",
                        "pref_label": {
                            "en": "Department of Information and Communications Engineering",
                            "fi": "Department of Information and Communications Engineering",
                            "sv": "Department of Information and Communications Engineering",
                            "und": "Department of Information and Communications Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "aa2ce299-df60-40bd-9551-7b966a44e632",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "87cea185-4a69-4523-b6b5-beb65ded4a08",
                        "name": "Florian Klein"
                    },
                    "organization": {
                        "id": "4f3b4e3e-f077-4575-95d4-677ace85737b",
                        "pref_label": {
                            "en": "Department of Information and Communications Engineering",
                            "fi": "Department of Information and Communications Engineering",
                            "sv": "Department of Information and Communications Engineering",
                            "und": "Department of Information and Communications Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3b105bb9-7add-41f6-a044-1e3bf22a872e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "8151cf22-834f-4b56-80ba-b2e7f611ee19",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                },
                {
                    "id": "aa8fdcd8-332c-4c49-9453-60faf00f715f",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "07cf0bac-33e2-4cc1-9779-fc9942c8a0de",
                        "pref_label": {
                            "en": "Technische Universität Ilmenau",
                            "fi": "Technische Universität Ilmenau",
                            "sv": "Technische Universität Ilmenau"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This is a dataset of Spatial Room Impulse Responses obtained by a robot equipped with a microphone array. \r\nThe measurements were conducted in a reverberant university building, the Helmholtz building at Technische Universität Ilmenau (coordinates: N50.6815788133375°, E10.939294371903342°). All the floors in the building are covered with bare stone tiles, the walls are not acoustically treated. Only the hallway has a suspended acoustic ceiling. The file \"Pictures Overview.jpg\" shows some impressions of the building. Note that the floorplan only shows parts of the building that were connected to the measurement area by open doors. \r\nThe area covered by the robot is in a hallway on the top floor (2nd floor starting with ground floor) with two stairwells at both ends. To specifically study the behavior of coupled rooms and occluded sources, the sound sources were placed in adjacent sections of the building and on multiple floors. See the file \"Measurement Overview.jpg\" for an overview of the source positions and the receiver areas covered. Areas 2 and 3 were captured with a higher spatial resolution than area 1 to analyze the transition between the hallway and the staircases. The receiver positions form a uniform grid, the pitch between positions is shown in the following table. Due to time and technical constraints, only a maximum of 3 sources were used per run, so there are not all combinations of sources and receiver areas. Refer to the following table to see which source was active for which area and which zip file contains the according data: Filename Sources Receiver Area Receiver Positions [ct] Pitch [cm] Helmholtzbau_OG2_HM_HS.zip HM, HS Area 1 143 50 Helmholtzbau_OG2_SML_SSL_SSU.zip SML, SSL, SSU Area 1 154 50 Helmholtzbau_OG2_SMU_SML_HM.zip SMU, SML, HM Area 2 88 25 Helmholtzbau_OG2_SSU_SSL_HS.zip SSU, SSL, HS Area 3 92 25 As an example \"Plot Reverberation Time.jpg\" shows the reverberation times for all measured positions of Area 1 and 2 with speaker HM."
            },
            "field_of_science": [
                {
                    "id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-02-26",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.10708305",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/records/10708306"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Spatial Room Impulse Response Dataset: A Robot's Journey Through Coupled Rooms of a Reverberant University Building"
            },
            "created": "2024-03-28T00:00:20Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "66212af2-213b-4c47-bb20-4d139f081354",
                    "title": {
                        "en": "Spatial Room Impulse Response Dataset: A Robot's Journey Through Coupled Rooms of a Reverberant University Building"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.10708305",
                    "state": "published",
                    "created": "2024-03-28T00:00:20Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "327cbf8d-2c64-495a-87df-d9c86ce2013f",
            "access_rights": {
                "id": "7634e7ee-ce9f-4131-9781-644ab84a348a",
                "license": [
                    {
                        "id": "9f8e151c-af07-44f6-8104-a30b68fc2b3c",
                        "custom_url": "https://creativecommons.org/publicdomain/zero/1.0/",
                        "title": {
                            "en": "Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication",
                            "fi": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma",
                            "und": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC0-1.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication",
                            "fi": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "20e1e1c2-92b8-4854-ab82-731cf47e2179",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9fd6f141-1fb4-4297-ab3a-67337ce290a6",
                        "name": "Vladislav Myrov",
                        "external_identifier": "https://orcid.org/0000-0001-5147-2727"
                    },
                    "organization": {
                        "id": "86afbccf-e694-42e1-bcf1-51d9e0bd8972",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "9481a957-2cb6-4e13-b61b-15f7d9c0afd8",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "e86ec33d-750f-421f-b4dd-7cb978e2a44e",
                        "name": "Felix Siebenhühner"
                    },
                    "organization": {
                        "id": "86afbccf-e694-42e1-bcf1-51d9e0bd8972",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b3335693-efcc-4b5b-8265-65a513ec7463",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9a600949-4aa4-45f4-a6e5-8d7d1a1776ef",
                        "name": "Joonas Juvonen"
                    },
                    "organization": {
                        "id": "86afbccf-e694-42e1-bcf1-51d9e0bd8972",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "90495dfc-3efb-4c68-82a4-c982310195ed",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3da77d8a-07fe-4b63-ba52-e8bfc06a97a5",
                        "name": "Gabriele Arnulfo"
                    },
                    "organization": {
                        "id": "86afbccf-e694-42e1-bcf1-51d9e0bd8972",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f5372dcd-58b5-4c53-8944-a1a9d3ca3075",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "94343e3a-a6dd-410d-8b9c-733600a479dd",
                        "name": "Satu Palva"
                    },
                    "organization": {
                        "id": "86afbccf-e694-42e1-bcf1-51d9e0bd8972",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "7b98cb2c-e6a9-409b-b444-dcfc78881458",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "716cb0fa-fd35-497c-be18-7ec2b2884663",
                        "name": "Matias Palva",
                        "external_identifier": "https://orcid.org/0000-0003-1885-2749"
                    },
                    "organization": {
                        "id": "86afbccf-e694-42e1-bcf1-51d9e0bd8972",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "4309de98-0c4f-437e-a1b6-f4e6a93d2d59",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "18fa1915-6b43-47ec-ab99-664fabd227ca",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                },
                {
                    "id": "6a4babd1-a96e-4a8a-ac90-b0ad2a5d8aa1",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "dd15c25b-e7c0-4516-a14d-c5841a2a78bc",
                        "pref_label": {
                            "en": "University of Helsinki",
                            "fi": "University of Helsinki",
                            "sv": "University of Helsinki"
                        }
                    }
                },
                {
                    "id": "a7f3cb07-28f5-4643-ac60-13b490992717",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "cf156276-2f8f-452f-b532-dd391afd7084",
                        "pref_label": {
                            "en": "University of Genoa",
                            "fi": "University of Genoa",
                            "sv": "University of Genoa"
                        }
                    }
                },
                {
                    "id": "54cbace1-b249-4b18-ae4b-afe0466c08da",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "55fc9c8a-3479-4283-9b03-4e2b2b5ce8ef",
                        "pref_label": {
                            "en": "University of Glasgow",
                            "fi": "University of Glasgow",
                            "sv": "University of Glasgow"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Neuronal oscillations are commonly analyzed with power spectral methods that quantify signal amplitude, but not rhythmicity or 'oscillatoriness' per se. Here we introduce a new approach, the phase-autocorrelation function (pACF), for direct quantification of rhythmicity. We applied pACF to human intracerebral stereo-electroencephalography (SEEG) and magnetoencephalography (MEG) data and uncovered a spectrally and anatomically fine-grained cortical architecture in the rhythmicity of single- and multi-frequency neuronal oscillations. Evidencing the functional significance of rhythmicity, we found it to be a prerequisite for long-range synchronization in resting-state networks and to be dynamically modulated during event-related processing. We also extended the pACF approach to measure 'burstiness' of oscillatory processes and characterized regions with stable and bursty oscillations. These findings show that rhythmicity is double-dissociable from amplitude and constitutes a functionally relevant and dynamic characteristic of neuronal oscillations."
            },
            "field_of_science": [
                {
                    "id": "86f7e152-5062-476a-bf43-c09bf5e2c0b5",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta3112",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Neurosciences",
                        "fi": "Neurotieteet",
                        "sv": "Neurovetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-03-15",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5061/dryad.rbnzs7hhf",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/records/10822302"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data from: Rhythmicity of neuronal oscillations delineates their cortical and spectral architecture"
            },
            "created": "2024-04-08T23:00:31Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "327cbf8d-2c64-495a-87df-d9c86ce2013f",
                    "title": {
                        "en": "Data from: Rhythmicity of neuronal oscillations delineates their cortical and spectral architecture"
                    },
                    "persistent_identifier": "doi:10.5061/dryad.rbnzs7hhf",
                    "state": "published",
                    "created": "2024-04-08T23:00:31Z",
                    "version": 1
                }
            ],
            "published_revision": 12,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "008050bd-2f95-4a5e-a0fc-87e755f0d1d5",
            "access_rights": {
                "id": "3af7fa7e-115e-4668-84d1-5aeed9fe7823",
                "license": [
                    {
                        "id": "60ce96ab-a581-4225-a652-bad746a435a2",
                        "custom_url": "https://opensource.org/licenses/MIT",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/notspecified",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "License Not Specified",
                            "fi": "Ei määritelty"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "b41a12f7-66c6-40f3-aab2-33b4b532cedf",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "0ef6c203-9e96-41ab-88a0-cc3f67feb55a",
                        "name": "Mihkel Körgesaar"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "c8f99a7b-f12c-4d9b-af1c-3c341dbf4419",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "f8a80262-1ab4-40ad-a8dc-710aae38d2a5",
                        "name": "Jani Romanoff",
                        "external_identifier": "https://orcid.org/0000-0002-4642-0225"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "17bdc933-8c7b-4656-b5d2-9809f0d0791e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "ebfae1df-0515-4ed7-9702-e17ff528ae15",
                        "pref_label": {
                            "en": "Aalto University",
                            "fi": "Aalto University",
                            "sv": "Aalto University"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Material behaviour is implemented to subroutine umat47v. It is a vectorized subroutine for x64 bit computers. For reference see: Kõrgesaar, M., Romanoff, J., 2014. Influence of mesh size, stress triaxiality and damage induced softening on ductile fracture of large-scale shell structures. Mar. Struct. 38, 1–17. doi:10.1016/j.marstruc.2014.05.001"
            },
            "field_of_science": [
                {
                    "id": "c3b20e27-348e-4f23-a9d3-aa1608d225f0",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta214",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Mechanical engineering",
                        "fi": "Kone- ja valmistustekniikka",
                        "sv": "Maskin- och produktionsteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2015-12-02",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.24342/fe8af9bd-98da-4c3f-b6bb-3ba3f34a2b45",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Element size and stress state dependent failure criterion implementation to LS-DYNA"
            },
            "created": "2024-03-16T00:00:12Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "008050bd-2f95-4a5e-a0fc-87e755f0d1d5",
                    "title": {
                        "en": "Element size and stress state dependent failure criterion implementation to LS-DYNA"
                    },
                    "persistent_identifier": "doi:10.24342/fe8af9bd-98da-4c3f-b6bb-3ba3f34a2b45",
                    "state": "published",
                    "created": "2024-03-16T00:00:12Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "b5de1da5-490f-4927-90c2-f6d2e3523687",
            "access_rights": {
                "id": "adf767c3-6a61-4c25-932c-7dbe56cfd893",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "6cac1552-947f-4aa7-85b1-a4912c0dd220",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "fb3e31f1-8dea-4cc6-b96d-d0cd50172765",
                        "name": "Faksawat Poohphajai"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "8f341c58-86dd-42d9-82a3-cf99e67c9d7e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "fe2af7d4-86c6-42b9-934b-793be3258633",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                },
                {
                    "id": "cc73f4c4-4134-405e-949e-acb3208480c3",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "cc54a652-5006-4252-8745-4ddea60c7165",
                        "pref_label": {
                            "en": "InnoRenew CoE"
                        }
                    }
                },
                {
                    "id": "57867a4d-be59-4188-ae1d-b65bb64a9f39",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "7ff5c6d5-f4bf-43d2-aa8b-b9cddd57961a",
                        "name": "Anna Sandak"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b1d23a90-3999-4008-88e9-2d5d90f989cd",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "78bdd38d-2451-4045-a128-4278fe1d8931",
                        "name": "Jakub Sandak"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "cb12ba18-3697-4964-be24-624ae0dc672f",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "bc5b9cda-9529-4eb7-969f-c683480fd48c",
                        "name": "Ana Gubenšek"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "e7ad8f7d-afaa-44a7-8d2a-9503ef79d8ec",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "bc99ffc9-5a50-4d6f-8831-bb62073fa1b9",
                        "name": "Karen Butina Ogorelec"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "1ebd2595-205f-43b2-a2c8-b2a4a3aa0cd5",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "99a273b5-65c4-4bb3-a633-afd46e3cc827",
                        "name": "Lauri Rautkari",
                        "external_identifier": "https://orcid.org/0000-0002-1207-220X"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "81714540-7712-45c4-92c4-f655ac1f03d1",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "236be72c-8957-4e9e-a9c5-f1b377010dd9",
                        "name": "Anja Černoša"
                    },
                    "organization": {
                        "id": "9c6c9aea-29dd-4d50-8e25-6282819ed78d",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Weather Data.xlsx This file contains hourly local weather conditions in Izola, Slovenia from October 2022- August 2023 Number of colonies.xlsx This file contains the number of fungal colonies isolated from the InnoRenew CoE facade FUNGAL STRAINS_DNA sequence analysis.xlsx This file contains the Genomic DNA of the fungal strains detected on the InnoRenew CoE facade"
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-02-20",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.10685167",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/records/10685168"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Raw data for publication: Bioinspired Living Coating System for Wood Protection: Exploring Fungal Species on Wood Surfaces Coated with Biofinish during its Service Life"
            },
            "created": "2024-03-07T00:00:15Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "b5de1da5-490f-4927-90c2-f6d2e3523687",
                    "title": {
                        "en": "Raw data for publication: Bioinspired Living Coating System for Wood Protection: Exploring Fungal Species on Wood Surfaces Coated with Biofinish during its Service Life"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.10685167",
                    "state": "published",
                    "created": "2024-03-07T00:00:15Z",
                    "version": 1
                }
            ],
            "published_revision": 11,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "2064b87a-f09b-40c2-9808-ec0b589a906f",
            "access_rights": {
                "id": "dabc5897-ca1b-4051-9fff-4442ed944570",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "6b1ec6c8-608f-43ac-904c-5b91f223ac4f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "b3d1212f-fd5a-4be4-8060-578454f0a541",
                        "name": "Roy Björkstrand",
                        "external_identifier": "https://orcid.org/0000-0002-4693-9510"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "c23d439d-e661-4137-b762-3f07f04c542e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "a4a85249-ca16-4e2e-b86b-ca9881e7aecc",
                        "pref_label": {
                            "en": "Mendeley Data",
                            "fi": "Mendeley Data",
                            "sv": "Mendeley Data"
                        }
                    }
                },
                {
                    "id": "d0065610-9863-4845-8199-7c229f269184",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "2f76bd01-066f-4a81-9cb9-b0f0c68d21f7",
                        "name": "Jan Sher Akmal",
                        "external_identifier": "https://orcid.org/0000-0002-7452-0485"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "45615904-bec9-414a-a8b9-b5f069d562cf",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "8de6993f-b5d2-4f84-9a85-bae5e8b1f65b",
                        "name": "Mika Salmi",
                        "external_identifier": "https://orcid.org/0000-0002-7295-3551"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This data was collected from EOS Optical Tomography to help create new parameter set for Powder Bed Fusion process. The hypothesis was that evaluating average grey values and fluctuations can parameters that produce optimal density and quality be chosen instead of utilizing material / micrograph analysis. Material used was 316L with layer thickness 40um, laser power was varied 195-215-235-255-275W and scan speed 1000-900-830-765mm/s forming four different combinations of VED 54-60-71-76 J/mm3. Data for eleven samples are listed. Also Archimedes principle analysis is included."
            },
            "field_of_science": [
                {
                    "id": "58c407dd-b614-4d38-a92a-e6d9cdff7814",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta216",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Materials engineering",
                        "fi": "Materiaalitekniikka",
                        "sv": "Materialteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-02-16",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.17632/t2y7hv5rzt.1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/t2y7hv5rzt"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Metal laser-based Powder Bed Fusion process development using Optical Tomography"
            },
            "created": "2024-02-29T00:00:35Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "2064b87a-f09b-40c2-9808-ec0b589a906f",
                    "title": {
                        "en": "Metal laser-based Powder Bed Fusion process development using Optical Tomography"
                    },
                    "persistent_identifier": "doi:10.17632/t2y7hv5rzt.1",
                    "state": "published",
                    "created": "2024-02-29T00:00:35Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "4116bf47-5fc5-4640-ba21-563de63164a2",
            "access_rights": {
                "id": "91d86b81-2a34-4897-8576-0fa02a46ae04",
                "license": [
                    {
                        "id": "7b932506-065d-4d3d-bba4-23f225fce013",
                        "custom_url": "https://creativecommons.org/licenses/by-nc/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
                            "fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)",
                            "und": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-NC-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
                            "fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "ccf7e360-1145-48fb-8c12-e647e49b117e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "598008c7-a511-49ee-9159-1131413c890e",
                        "name": "Tim C. Hammer"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "6e14e18a-4c8e-4d51-addd-a9c7005a1b1c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "aafcf3df-a8cc-4e80-bf2d-26ce47d68b2a",
                        "name": "Hayo Hendrikse"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "51818e5d-479d-4998-a5f2-8f7d224651f1",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "8de38d18-3948-47cf-9628-3fdb92c4adb7",
                        "pref_label": {
                            "en": "4TU.ResearchData",
                            "fi": "4TU.ResearchData",
                            "sv": "4TU.ResearchData"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "These data refer to the second test campaign of the SHIVER project, conducted in the Ice and Wave tank of Aalto University in spring 2023.Basin tests were performed to gather data on ice action, ice-structure interaction and ice scaling to predict ice-induced vibration of offshore structures (e.g., offshore wind turbines, lighthouses, channel markers).Tests were conducted with a real-time hybrid test setup, which had been used during the first test campaign of the SHIVER project (go to publication, go to data). Small modification of the setup allowed to test substructures with different diameters and shape at the water line and improved data reliability.Detailed explanations of the test setup, test matrix, and test results are provided in the publication Scaling ice-induced vibrations by combining replica modeling and preservation of kinematics published by Cold Regions Science and Technology. Refer to the README.pdf file for more information about the data uploaded. Contact Tim C. Hammer (t.c.hammer@tudelft.nl) for additional information."
            },
            "field_of_science": [
                {
                    "id": "c3b20e27-348e-4f23-a9d3-aa1608d225f0",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta214",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Mechanical engineering",
                        "fi": "Kone- ja valmistustekniikka",
                        "sv": "Maskin- och produktionsteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-02-06",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.4121/6a696ee6-bed5-48b6-84cd-11385da2ee56.v2",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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.4tu.nl/datasets/6a696ee6-bed5-48b6-84cd-11385da2ee56/2"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data for the publication: Scaling ice-induced vibrations by combining replica modeling and preservation of kinematics"
            },
            "created": "2024-02-23T00:00:38Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "4116bf47-5fc5-4640-ba21-563de63164a2",
                    "title": {
                        "en": "Data for the publication: Scaling ice-induced vibrations by combining replica modeling and preservation of kinematics"
                    },
                    "persistent_identifier": "doi:10.4121/6a696ee6-bed5-48b6-84cd-11385da2ee56.v2",
                    "state": "published",
                    "created": "2024-02-23T00:00:38Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "a7a08b06-6b95-43b3-856f-244b6968ce8c",
            "access_rights": {
                "id": "028157dc-fa3a-4799-9499-4c9c14c6f406",
                "license": [
                    {
                        "id": "7b932506-065d-4d3d-bba4-23f225fce013",
                        "custom_url": "https://creativecommons.org/licenses/by-nc/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
                            "fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)",
                            "und": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-NC-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)",
                            "fi": "Creative Commons Nimeä-EiKaupallinen 4.0 Kansainvälinen (CC BY-NC 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "ce5d12d0-51bd-4cb3-b8ac-0732d91a83ce",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "be3f6fe0-6ab8-4c0b-825a-37353eff66ad",
                        "name": "Miguel A. Caro",
                        "external_identifier": "https://orcid.org/0000-0001-9304-4261"
                    },
                    "organization": {
                        "id": "5bda7535-0300-4299-b15d-b4950d914702",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "d2e35456-eb59-4bbc-8e9c-1f159e3e92de",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "26eed784-7eeb-44c7-ad0f-ee4001032851",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Copyright notice 1: reuse of this figure must be accompanied by appropriate attribution to Miguel Caro's PhD thesis as follows: Caro, Miguel A. Theory of elasticity and electric polarization effects in the group-III nitrides. PhD Thesis, University College Cork (2013). Copyright notice 2: you may modify this figure as long as the text stating the copyright ownership on the left lower corner of the figure is not removed. This applies for the usage cases not covered by the attached CC license, e.g., commercial use, cf. \"notice 3\" below. Copyright notice 3: if you wish to use this figure for commercial purposes, contact the author directly. Description: This figure shows the band gap \\(E_\\text{g}\\) of the technologically important III-V binaries as a function of lattice parameter (in-plane lattice parameter in the case of WZ nitrides). Solid circles indicate a direct gap material while empty circles indicate an indirect gap. The curves show the band gap for some of the ternaries, where solid lines indicate direct gap and dashed lines indicate indirect gap. The data for the cubic III-Vs has been taken from Ref. [1], except for ZB nitrides, which is from Ref. [2]. The data for the WZ nitrides is from Wu's review paper [3]. The band gap of the ZB ternaries has been calculated as the minimum of the gaps at \\(\\Gamma\\), \\(X\\) and \\(L\\) from the respective band gap bowing parameters provided in Refs. [1,2], using an interpolation with bowing parameter (Eq. (3.8) of Miguel Caro's thesis). The variation of \\(E_\\text{g}\\) with composition for the WZ nitride ternaries has been calculated using the same equation from the bowing parameters recommended by Wu [3]. See Chapter 3 of Miguel Caro's thesis for a discussion on III-N bowing parameters, AlInN in particular. A linear interpolation (Végard's law) is assumed for the lattice parameters of the ternaries. All data is for the zero-temperature limit \\(T = 0\\). [1] I. Vurgaftman, J. R. Meyer, and L. R. Ram-Mohan. Band parameters for III-V compound semiconductors and their alloys. J. Appl. Phys., 89:5815, 2001. [2] I. Vurgaftman and J. R. Meyer. Band parameters for nitrogen-containing semiconductors. J. Appl. Phys., 94:3675, 2003. [3] J. Wu. When group-III nitrides go infrared: New properties and perspectives. J. Appl. Phys., 106:011101, 2009."
            },
            "field_of_science": [
                {
                    "id": "4fca0be9-45d1-4544-9eeb-24dec6bcb0df",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2013-09-09",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.1247977",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/1247978"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Band gap of the III-V semiconductors as a function of lattice parameter"
            },
            "created": "2024-02-23T00:00:37Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "a7a08b06-6b95-43b3-856f-244b6968ce8c",
                    "title": {
                        "en": "Band gap of the III-V semiconductors as a function of lattice parameter"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.1247977",
                    "state": "published",
                    "created": "2024-02-23T00:00:37Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "84ae3cb1-d0bc-410f-a6ed-b6172eeca528",
            "access_rights": {
                "id": "60a868dd-eeed-41dd-8d3d-552dcab8f00e",
                "license": [
                    {
                        "id": "35b18e72-3819-4ec6-a1be-14624f29d968",
                        "custom_url": "https://creativecommons.org/licenses/by/4.0/",
                        "title": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)",
                            "und": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "c540803a-a46a-4add-9a1c-6c1cc06ec6be",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3b257802-3037-4157-aaf5-1c38ae8340f8",
                        "name": "Liangliang Lu",
                        "external_identifier": "https://orcid.org/0000-0002-2616-0438"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "da54478b-4215-414f-b219-84fa9d31eeca",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "c10e2c9c-100e-4f03-a461-25bdf2893b78",
                        "pref_label": {
                            "en": "Mendeley Data",
                            "fi": "Mendeley Data",
                            "sv": "Mendeley Data"
                        }
                    }
                },
                {
                    "id": "5b1a7c23-75bc-4bf9-82a5-8c521dc8e23f",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "654e96ae-9f3c-43ee-8009-5d8b2b92ce7d",
                        "name": "Floris Goerlandt"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "c7c1f41b-55d7-44cc-a328-69a26595e922",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "55f6a2ca-261b-462e-a362-337fe0f73086",
                        "name": "Osiris A.  Valdez Banda",
                        "external_identifier": "https://orcid.org/0000-0002-7805-8144"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "956bb29f-2dab-4329-b058-2786b4382227",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "35375d86-4d86-4af3-befb-2c66269a5a44",
                        "name": "Pentti Kujala",
                        "external_identifier": "https://orcid.org/0000-0003-2665-9957"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "4a1f4935-f795-4abd-a9f2-66b0676fa8c2",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "a94eff08-a5f2-408c-bb61-16916e0e7fae",
                        "pref_label": {
                            "en": "Swedish Meteorological and Hydrological Institute",
                            "fi": "Swedish Meteorological and Hydrological Institute",
                            "sv": "Swedish Meteorological and Hydrological Institute"
                        }
                    }
                },
                {
                    "id": "471993aa-0012-4a66-ac9c-23757c0edbdd",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "95b6d8d3-34a7-46d3-83dc-6e3eae32ccb4",
                        "name": "Anders Höglund"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "efd7db51-20e7-41d3-95ff-b8248a5bff96",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "24682084-9e6d-4809-a87e-9927a4fc756b",
                        "name": "Lars Arneborg"
                    },
                    "organization": {
                        "id": "ede66a40-3153-4fbe-921c-6b0fe81e5f01",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "A Bayesian Network (BN) model for assessing oil spill recovery effectiveness, focusing on mechanical recovery is presented. It aims to generate holistic understanding and insights about the oil spill-to-recovery phase, and to estimate oil recovery effectiveness in representative winter conditions. The model is built with GeNIE."
            },
            "field_of_science": [
                {
                    "id": "c3b20e27-348e-4f23-a9d3-aa1608d225f0",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta214",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Mechanical engineering",
                        "fi": "Kone- ja valmistustekniikka",
                        "sv": "Maskin- och produktionsteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2019-01-22",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.17632/gjr252vgpd.1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/gjr252vgpd"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data for: A Bayesian Network risk model for assessing oil spill recovery effectiveness in the ice-covered Northern Baltic Sea"
            },
            "created": "2024-02-21T00:00:45Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "84ae3cb1-d0bc-410f-a6ed-b6172eeca528",
                    "title": {
                        "en": "Data for: A Bayesian Network risk model for assessing oil spill recovery effectiveness in the ice-covered Northern Baltic Sea"
                    },
                    "persistent_identifier": "doi:10.17632/gjr252vgpd.1",
                    "state": "published",
                    "created": "2024-02-21T00:00:45Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "7e087e05-b91c-4695-be3f-3c52956bc811",
            "access_rights": {
                "id": "c9bb8558-7968-4b65-ba02-b93ffad17f12",
                "license": [
                    {
                        "id": "2c2f5964-75cc-4b46-bb2a-624e911a336e",
                        "custom_url": "http://www.opensource.org/licenses/Apache-2.0",
                        "title": {
                            "en": "Apache Software License 2.0",
                            "und": "Apache Software License 2.0"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/Apache-2.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Apache Software License 2.0"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "ae1e32ed-559c-473b-8a69-536f4f888fdd",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "9e1d04ce-ffc0-48dd-b525-fc210a5019ac",
                        "name": "Lauri Himanen"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "76ac0c50-df0b-4286-b8fa-83019b32bd19",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "a057b58d-7f82-4fdb-a0d0-a78c28dbe639",
                        "name": "Marc O.J. Jäger"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "ce6afccf-7024-4889-af05-a98bbe533f7c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c1567788-c47c-4dbc-86b4-46341b72388a",
                        "name": "Eiaki V. Morooka"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "8da2790a-d098-4bad-9f9d-8f195065d155",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3ac506aa-a44b-4d8b-b1c9-e97b6fabe384",
                        "name": "Filippo Federici Canova"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "074ba3b9-9f95-43f2-b6c4-9e46146e2e25",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c5eeed3c-42c0-4f72-b129-2c2960b1f929",
                        "name": "Yashasvi S. Ranawat"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "ba833126-b1c0-4afb-874a-51b385a77889",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "64bc959f-a595-4f11-a4fc-b9190bc1c176",
                        "name": "David Z. Gao"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "621000c1-654a-4604-be2b-bc8165b7891e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "a13194bd-c500-4452-b445-cc1f92cd3363",
                        "name": "Patrick Rinke",
                        "external_identifier": "https://orcid.org/0000-0003-1898-723X"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "652a1378-b97e-43e5-9ed6-e1d114f98e75",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "dde266e0-d944-46c1-83c3-60fb7bc2e79e",
                        "name": "Adam S. Foster",
                        "external_identifier": "https://orcid.org/0000-0001-5371-5905"
                    },
                    "organization": {
                        "id": "bc4c943c-ddaa-4195-aaaa-6d97aa34d359",
                        "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": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "9c9d9e88-88b3-49d4-8e95-1a83919c6c99",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "339c5532-0b8f-4930-bce4-8aa1706de8c7",
                        "pref_label": {
                            "en": "Mendeley Data",
                            "fi": "Mendeley Data",
                            "sv": "Mendeley Data"
                        }
                    }
                },
                {
                    "id": "6011f82b-f6a6-439b-83a7-92100149bcb8",
                    "roles": [
                        "contributor"
                    ],
                    "organization": {
                        "id": "4a091ebc-8ccd-4a68-8f25-f92b3278d703",
                        "pref_label": {
                            "en": "Nanolayers Research Computing Ltd",
                            "fi": "Nanolayers Research Computing Ltd",
                            "sv": "Nanolayers Research Computing Ltd"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "DScribe is a software package for machine learning that provides popular feature transformations (“descriptors”) for atomistic materials simulations. DScribe accelerates the application of machine learning for atomistic property prediction by providing user-friendly, off-the-shelf descriptor implementations. The package currently contains implementations for Coulomb matrix, Ewald sum matrix, sine matrix, Many-body Tensor Representation (MBTR), Atom-centered Symmetry Function (ACSF) and Smooth Overlap of Atomic Positions (SOAP). Usage of the package is illustrated for two different applications: formation energy prediction for solids and ionic charge prediction for atoms in organic molecules. The package is freely available under the open-source Apache License 2.0."
            },
            "field_of_science": [
                {
                    "id": "222c0a4e-5056-4a56-ad49-fa8946efc877",
                    "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": "2019-10-02",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.17632/vzrs8n8pk6.1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/vzrs8n8pk6"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "DScribe: Library of descriptors for machine learning in materials science"
            },
            "created": "2024-02-21T00:00:44Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "7e087e05-b91c-4695-be3f-3c52956bc811",
                    "title": {
                        "en": "DScribe: Library of descriptors for machine learning in materials science"
                    },
                    "persistent_identifier": "doi:10.17632/vzrs8n8pk6.1",
                    "state": "published",
                    "created": "2024-02-21T00:00:44Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "bac1325f-def9-4c9a-bce7-099a141776e2",
            "access_rights": {
                "id": "a29eb0ae-fcc8-4121-9ffc-e00503320e35",
                "license": [
                    {
                        "id": "9f8e151c-af07-44f6-8104-a30b68fc2b3c",
                        "custom_url": "https://creativecommons.org/publicdomain/zero/1.0/",
                        "title": {
                            "en": "Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication",
                            "fi": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma",
                            "und": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC0-1.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication",
                            "fi": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma"
                        }
                    }
                ],
                "access_type": {
                    "id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "60c75e01-41f1-4377-8770-e10a3e227802",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "5f8ab5cb-d946-4cce-b490-87cfff1daa7e",
                        "name": "Timo Kuosmanen",
                        "external_identifier": "https://orcid.org/0000-0001-9232-5387"
                    },
                    "organization": {
                        "id": "c2a82ce7-da63-44bf-b0e5-3ed221f16a4e",
                        "pref_label": {
                            "en": "Department of Information and Service Management",
                            "fi": "Department of Information and Service Management",
                            "sv": "Department of Information and Service Management",
                            "und": "Department of Information and Service Management"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-E704",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "019bd97e-1bfc-43b3-b3d2-803baf5b3bde",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "0137dae3-6251-46a8-8a60-570a84e7cd49",
                        "name": "Tuan Nguyen"
                    },
                    "organization": {
                        "id": "c2a82ce7-da63-44bf-b0e5-3ed221f16a4e",
                        "pref_label": {
                            "en": "Department of Information and Service Management",
                            "fi": "Department of Information and Service Management",
                            "sv": "Department of Information and Service Management",
                            "und": "Department of Information and Service Management"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-E704",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "7d61af1c-0cc6-46fe-9940-21da2b080cb3",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "2c5fd9de-6ab6-447a-a70a-e96a7ea1e494",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "33b53c9a-8b89-4c92-ae85-0861f1d5bad7",
                        "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": "Numerical simulations Solving the constrained profit maximization problem of the regulated firm and the corresponding unconstrained problems of the unregulated firm and the competitive firm are computationally trivial for modern mathematical programming solvers. To facilitate broader applicability of the numerical simulations reported in this paper among practitioners (including management consultants and regulators), we have set up an Excel spread sheet where the profit maximizing problems of the monopoly solved using the standard Excel solver tool. An Excel file containing the baseline scenario and the results of most alternative scenarios is attached as a supplementary file to this paper."
            },
            "field_of_science": [
                {
                    "id": "6dc03e79-42a5-4dfa-94e0-80469342b5d1",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta512",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Business and management",
                        "fi": "Liiketaloustiede",
                        "sv": "Företagsekonomi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2020-03-31",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "fce90ccd-e305-45f9-90b3-1e462f048c9a",
                "organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.17632/hvjtt2st39.1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location"
                    },
                    "use_category": {
                        "id": "d91e6ce8-6567-441e-96e8-9d706570a677",
                        "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/hvjtt2st39"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data for: Capital bias in the Nordic revenue cap regulation: Averch-Johnson critique revisited"
            },
            "created": "2024-02-21T00:00:43Z",
            "modified": "2025-05-27T08:24:36Z",
            "dataset_versions": [
                {
                    "id": "bac1325f-def9-4c9a-bce7-099a141776e2",
                    "title": {
                        "en": "Data for: Capital bias in the Nordic revenue cap regulation: Averch-Johnson critique revisited"
                    },
                    "persistent_identifier": "doi:10.17632/hvjtt2st39.1",
                    "state": "published",
                    "created": "2024-02-21T00:00:43Z",
                    "version": 1
                }
            ],
            "published_revision": 9,
            "version": 1,
            "api_version": 2,
            "metadata_repository": "Fairdata"
        }
    ]
}