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"title": "Kaunertal 1982", "publisher": "TU Wien, Geod\u00e4sie und Geoinformation, RD Photogrammetrie", "publication_date": "2026-04-24", "subjects": [{"subject": "Photogrammetry"}, {"subject": "Digital Surface Model"}, {"subject": "Orthophoto"}, {"subject": "Pointcloud"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Pfeifer, Norbert", "given_name": "Norbert", "family_name": "Pfeifer", "identifiers": [{"identifier": "0000-0002-2348-7929", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Otepka-Schremmer, Johannes", "given_name": "Johannes", "family_name": "Otepka-Schremmer", "identifiers": [{"identifier": "0000-0003-4203-8376", "scheme": "orcid"}]}, "role": {"id": "datamanager", "title": {"en": "Data manager"}}, "affiliations": [{"name": "TU Wien"}]}], "dates": [{"date": "2020-07-20", "type": {"id": "created", "title": {"en": 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Within the <a href=\"https://www.doi.org/10.55776/I5871\" rel=\"noopener\">SEHAG </a>project, funded by fhe FWF, we derived several historical snapshots for selected study areas in Austria and Italy. This dataset contains a pointcloud (1_Pointcloud), digital surface model (2_DSM) and orthophoto (3_OP) of the Kaunertal (Austria) derived from historical nadir images from 1982 (originial image data (c) 1982 BEV and Land Tirol). The photogrammetric processing (i.e. orientation, 3D reconstruction) was done in Match-AT. All raster products (e.g. OP, DSM) were derived using OPALS. The OP has a resolution of 0.5m x 0.5m and the DSM a resolution of 2.5m x 2.5m.&nbsp;</p>\n<p>Coordinate system and projection: UTM 32N (EPSG:25832) with ellipsoidal heights (ETRS89/GRS80)</p>\n<p>1_Pointcloud:</p>\n<p>KT_82_v1.las: Original pointcloud from the featured based matching of the nadir images.</p>\n<p>KT_82_v1_pdens1.tif: Density of the feature based points per square meter. Low density regions corresponds to areas with poor image texture (e.g. shadow, snow).&nbsp;</p>\n<p>2_DSM:</p>\n<p>KT_82_v1.tif: Interpolated surface model with a grid size of 2.5m. Moving planes interpolation using the 8 nearest neighbours and a maximum search radius of 16m. Holes were filled through triangular meshing.</p>\n<p>KT_82_v1_shd.tif: Shading of the interpolated surface model.&nbsp;</p>\n<p>KT_82_v1_sigma0map.tif: Variance of the 8 points from the best fitting plane per grid point.&nbsp;</p>\n<p>3_OP: Orthophoto with a pixel size of 50cm.&nbsp;</p>\n<p>4_QLT:&nbsp;</p>\n<p>KT_82_v1_dif2ref_zco_1m.tif: Colour coded differences to the used reference surface model.&nbsp;<br>KT_82_v1_dif2ref_zco_1mLegend.svg</p>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I5871", "title": {"en": "SEHAG 2 - Historic image processing Phase 2"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/forschungsradar/10.55776/I5871", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 1, "total_bytes": 2572972857, "entries": {"KT_1982.zip": {"id": 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{"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Ressl, Camillo", "given_name": "Camillo", "family_name": "Ressl", "identifiers": [{"identifier": "0000-0002-3716-8961", "scheme": "orcid"}]}, "role": {"id": "producer", "title": {"en": "Producer"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Horlachtal 1953 / 1954", "publisher": "TU Wien, Geod\u00e4sie und Geoinformation, RD Photogrammetrie", "publication_date": "2026-04-24", "subjects": [{"subject": "Photogrammetry"}, {"subject": "Digital Surface Model"}, {"subject": "Orthophoto"}, {"subject": "Pointcloud"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Pfeifer, Norbert", "given_name": "Norbert", "family_name": "Pfeifer", "identifiers": [{"identifier": "0000-0002-2348-7929", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Otepka-Schremmer, Johannes", "given_name": "Johannes", "family_name": "Otepka-Schremmer", "identifiers": [{"identifier": "0000-0003-4203-8376", "scheme": "orcid"}]}, "role": {"id": "datamanager", "title": {"en": "Data manager"}}, "affiliations": [{"name": "TU Wien"}]}], "dates": [{"date": "2020-10-29", "type": {"id": "created", "title": {"en": "Created"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}, {"id": "deu", "title": {"en": "German"}}], "rights": [{"id": "cc-by-nc-4.0", "title": {"en": "Creative Commons Attribution Non Commercial 4.0 International"}, "description": {"en": ""}, "icon": "cc-by-nc-icon", "props": {"url": "https://creativecommons.org/licenses/by-nc/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>3D pointclouds and orthophotos derived from historical aerial images are important sources for quantifying landscape changes used by various resaerchers (e.g. Glaciologists, Geomorphologists, Hydrologists, 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"role": {"id": "producer", "title": {"en": "Producer"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Horlachtal 1970 / 1973", "publisher": "TU Wien, Geod\u00e4sie und Geoinformation, RD Photogrammetrie", "publication_date": "2026-04-24", "subjects": [{"subject": "Photogrammetry"}, {"subject": "Digital Surface Model"}, {"subject": "Orthophoto"}, {"subject": "Pointcloud"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Pfeifer, Norbert", "given_name": "Norbert", "family_name": "Pfeifer", "identifiers": [{"identifier": "0000-0002-2348-7929", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Otepka-Schremmer, Johannes", "given_name": "Johannes", "family_name": "Otepka-Schremmer", "identifiers": [{"identifier": "0000-0003-4203-8376", "scheme": "orcid"}]}, "role": {"id": "datamanager", "title": {"en": "Data manager"}}, "affiliations": 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Low density regions corresponds to areas with poor image texture (e.g. shadow, snow).&nbsp;</p>\n<p>2_DSM:</p>\n<p>HT_7073_v2.tif: Interpolated surface model with a grid size of 2.5m. Moving planes interpolation using the 8 nearest neighbours and a maximum search radius of 16m. Holes were filled through triangular meshing.</p>\n<p>HT_7073_v2_shd.tif: Shading of the interpolated surface model.&nbsp;</p>\n<p>HT_7073_v2_sigma0map.tif: Variance of the 8 points from the best fitting plane per grid point.&nbsp;</p>\n<p>3_OP: Orthophoto with a pixel size of 50cm.&nbsp;</p>\n<p>4_QLT:&nbsp;</p>\n<p>HT_7073_v2_dif2ref_zco_1m.tif: Colour coded differences to the used reference surface model.&nbsp;<br>HT_7073_v2_dif2ref_zco_1mLegend.svg</p>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I5871", "title": {"en": "SEHAG 2 - Historic image processing Phase 2"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/forschungsradar/10.55776/I5871", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 1, "total_bytes": 7866408199, "entries": 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"affiliations": [{"name": "TU Wien"}]}], "title": "Kaunertal 1990", "publisher": "TU Wien, Geod\u00e4sie und Geoinformation, RD Photogrammetrie", "publication_date": "2026-04-23", "subjects": [{"subject": "Photogrammetry"}, {"subject": "Digital Surface Model"}, {"subject": "Orthophoto"}, {"subject": "Pointcloud"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Pfeifer, Norbert", "given_name": "Norbert", "family_name": "Pfeifer", "identifiers": [{"identifier": "0000-0002-2348-7929", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Otepka-Schremmer, Johannes", "given_name": "Johannes", "family_name": "Otepka-Schremmer", "identifiers": [{"identifier": "0000-0003-4203-8376", "scheme": "orcid"}]}, "role": {"id": "datamanager", "title": {"en": "Data manager"}}, "affiliations": [{"name": "TU Wien"}]}], "dates": [{"date": "2021-08-31", "type": {"id": "created", "title": {"en": "Created"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "rights": [{"id": "cc-by-nc-4.0", "title": {"en": "Creative Commons Attribution Non Commercial 4.0 International"}, "description": {"en": ""}, "icon": "cc-by-nc-icon", "props": {"url": "https://creativecommons.org/licenses/by-nc/4.0/legalcode", "scheme": "spdx"}}], "description": "<p class=\"western\">3D pointclouds and orthophotos derived from historical aerial images are important sources for quantifying landscape changes used by various resaerchers (e.g. Glaciologists, Geomorphologists, Hydrologists, Botanists). Within the <a href=\"https://www.doi.org/10.55776/I5871\" rel=\"noopener\">SEHAG </a>project, funded by fhe FWF, we derived several historical snapshots for selected study areas in Austria and Italy. This dataset contains a pointcloud (1_Pointcloud), digital surface model (2_DSM) and orthophoto (3_OP) of the Kaunertal (Austria) derived from historical nadir images from 1990 (originial image data (c) 1990 BEV and Land Tirol). The photogrammetric processing (i.e. orientation, 3D reconstruction) was done in Match-AT. All raster products (e.g. OP, DSM) were derived using OPALS. The OP has a resolution of 0.5m x 0.5m and the DSM a resolution of 2.5m x 2.5m.&nbsp;</p>\n<p class=\"western\">Coordinate system and projection: UTM 32N (EPSG:25832) with ellipsoidal heights (ETRS89/GRS80)</p>\n<p class=\"western\">1_Pointcloud:</p>\n<ul>\n<li>\n<p class=\"western\">KT_90_v1.las: Original pointcloud from the featured based matching of the nadir images.</p>\n</li>\n<li>\n<p class=\"western\">KT_90_v1_pdens1.tif: Density of the feature based points per square meter. Low density regions corresponds to areas with poor image texture (e.g. shadow, snow).&nbsp;</p>\n</li>\n</ul>\n<p class=\"western\">2_DSM:</p>\n<ul>\n<li>\n<p class=\"western\">KT_90_v1.tif: Interpolated surface model with a grid size of 2.5m. Moving planes interpolation using the 8 nearest neighbours and a maximum search radius of 16m. Holes were filled through triangular meshing.</p>\n</li>\n<li>KT_90_v1_shd.tif: Shading of the interpolated surface model.&nbsp;</li>\n<li>\n<p class=\"western\">KT_90_v1_sigma0map.tif: Variance of the 8 points from the best fitting plane per grid point.&nbsp;</p>\n</li>\n</ul>\n<p class=\"western\">3_OP: Orthophoto with a pixel size of 50cm.&nbsp;</p>\n<p class=\"western\">4_QLT:&nbsp;</p>\n<ul>\n<li class=\"western\">KT_90_v1_zco_1m.tif: Colour coded differences to the used reference surface model.&nbsp;</li>\n<li class=\"western\">KT_90_v1_zco_1mLegend.svg</li>\n</ul>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I5871", "title": {"en": "SEHAG 2 - Historic image processing Phase 2"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/forschungsradar/10.55776/I5871", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": 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"https://researchdata.tuwien.ac.at/api/records/ya3z3-2f090/communities-suggestions", "requests": "https://researchdata.tuwien.ac.at/api/records/ya3z3-2f090/requests"}, "revision_id": 6, "parent": {"id": "0p282-wj653", "access": {"owned_by": {"user": "163"}, "settings": {"allow_user_requests": true, "allow_guest_requests": true, "accept_conditions_text": null, "secret_link_expiration": 30}}, "communities": {}, "pids": {"doi": {"identifier": "10.48436/0p282-wj653", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/ya3z3-2f090", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:ya3z3-2f090", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Ressl, Camillo", "given_name": "Camillo", "family_name": "Ressl", "identifiers": [{"identifier": "0000-0002-3716-8961", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Kaunertal 1997", "publisher": "TU Wien, Geod\u00e4sie und Geoinformation, RD Photogrammetrie", "publication_date": "2026-04-24", "subjects": [{"subject": "Photogrammetry"}, {"subject": "Digital surface model"}, {"subject": "Orthophoto"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Pfeifer, Norbert", "given_name": "Norbert", "family_name": "Pfeifer", "identifiers": [{"identifier": "0000-0002-2348-7929", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Otepka-Schremmer, Johannes", "given_name": "Johannes", "family_name": "Otepka-Schremmer", "identifiers": [{"identifier": "0000-0003-4203-8376", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}], "dates": [{"date": "2021-08-31", "type": {"id": "created", "title": {"en": "Created"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "rights": [{"id": "cc-by-nc-4.0", "title": {"en": "Creative Commons Attribution Non Commercial 4.0 International"}, "description": {"en": ""}, "icon": "cc-by-nc-icon", "props": {"url": "https://creativecommons.org/licenses/by-nc/4.0/legalcode", "scheme": "spdx"}}], "description": "<div>\n<p class=\"western\">3D pointclouds and orthophotos derived from historical aerial images are important sources for quantifying landscape changes used by various resaerchers (e.g. Glaciologists, Geomorphologists, Hydrologists, Botanists). Within the <a href=\"https://www.doi.org/10.55776/I5871\" rel=\"noopener\">SEHAG </a>project, funded by fhe FWF, we derived several historical snapshots for selected study areas in Austria and Italy. This dataset contains a pointcloud (1_Pointcloud), digital surface model (2_DSM) and orthophoto (3_OP) of the Kaunertal (Austria) derived from historical nadir images from 1997 (originial image data (c) 1997 BEV and Land Tirol). The photogrammetric processing (i.e. orientation, 3D reconstruction) was done in Match-AT. All raster products (e.g. OP, DSM) were derived using OPALS. The OP has a resolution of 0.5m x 0.5m and the DSM a resolution of 2.5m x 2.5m.&nbsp;</p>\n<p class=\"western\">Coordinate system and projection: UTM 32N (EPSG:25832) with ellipsoidal heights (ETRS89/GRS80)</p>\n<p class=\"western\">1_Pointcloud:</p>\n<ul>\n<li>\n<p class=\"western\">KT_97_v1.las: Original pointcloud from the featured based matching of the nadir images.</p>\n</li>\n<li>\n<p class=\"western\">KT_97_v1_pdens1.tif: Density of the feature based points per square meter. Low density regions corresponds to areas with poor image texture (e.g. shadow, snow).&nbsp;</p>\n</li>\n</ul>\n<p class=\"western\">2_DSM:</p>\n<ul>\n<li>\n<p class=\"western\">KT_97_v1.tif: Interpolated surface model with a grid size of 2.5m. Moving planes interpolation using the 8 nearest neighbours and a maximum search radius of 16m. Holes were filled through triangular meshing.</p>\n</li>\n<li>KT_97_v1_shd.tif: Shading of the interpolated surface model.&nbsp;</li>\n<li>\n<p class=\"western\">KT_97_v1_sigma0map.tif: Variance of the 8 points from the best fitting plane per grid point.&nbsp;</p>\n</li>\n</ul>\n<p class=\"western\">3_OP: Orthophoto with a pixel size of 50cm.&nbsp;</p>\n<p class=\"western\">4_QLT:&nbsp;</p>\n<ul>\n<li class=\"western\">KT_97_v1_dif2ref_zco_1m.tif: Colour coded differences to the used reference surface model.&nbsp;</li>\n<li class=\"western\">KT_97_v1_dif2ref_zco_1mLegend.svg</li>\n</ul>\n</div>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I5871", "title": {"en": "SEHAG 2 - Historic image processing Phase 2"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/en/research-radar/10.55776/I5871", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, 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{"number": "10.55776/COE17", "title": {"en": "Zirkul\u00e4re Bioprozesse (Circular Bioengineering)"}, "identifiers": [{"identifier": "https://www.doi.org/10.55776/COE17", "scheme": "url"}]}}], "organizations": [{"id": "057ff4y42", "name": "BOKU University", "identifiers": [{"identifier": "057ff4y42", "scheme": "ror"}, {"identifier": "grid.5173.0", "scheme": "grid"}, {"identifier": "0000 0001 2298 5320", "scheme": "isni"}]}, {"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}, {"id": "03prydq77", "name": "University of Vienna", "identifiers": [{"identifier": "03prydq77", "scheme": "ror"}, {"identifier": "grid.10420.37", "scheme": "grid"}, {"identifier": "0000 0001 2286 1424", "scheme": "isni"}]}, {"id": "00d7xrm67", "name": "Graz University of Technology", "identifiers": [{"identifier": "00d7xrm67", "scheme": "ror"}, {"identifier": "grid.410413.3", "scheme": "grid"}, {"identifier": "0000 0001 2294 748X", "scheme": "isni"}]}, {"id": "01faaaf77", "name": "University of Graz", "identifiers": [{"identifier": "01faaaf77", "scheme": "ror"}, {"identifier": "grid.5110.5", "scheme": "grid"}, {"identifier": "0000 0001 2153 9003", "scheme": "isni"}]}]}, "access": {"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/10c37-jnq85", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/w9j5t-wz734", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:w9j5t-wz734", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Schittmayer-Schantl, Matthias", "given_name": "Matthias", "family_name": "Schittmayer-Schantl"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "In vivo characterization of the dia biosynthetic gene cluster reveals diaporthinic acid as its main product", "publisher": "TU Wien", "publication_date": "2026-04-14", "subjects": [{"subject": "Ascomycetes, Aspergillus oryzae, gene expression, secondary metabolism, transcription factor, regulation"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Zimmermann, Christian", "given_name": "Christian", "family_name": "Zimmermann", "identifiers": [{"identifier": "0000-0002-6440-2100", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Burger, Isabella", "given_name": "Isabella", "family_name": "Burger", "identifiers": [{"identifier": "0000-0001-6419-1270", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Schittmayer-Schantl, Matthias", "given_name": "Matthias", "family_name": "Schittmayer-Schantl", "identifiers": [{"identifier": "0000-0003-3249-655X", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Leonhartsberger, Simon", "given_name": "Simon", "family_name": "Leonhartsberger", "identifiers": [{"identifier": "0000-0002-4927-5676", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Kathrin, Peikert", "given_name": "Peikert", "family_name": "Kathrin"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}}, {"person_or_org": {"type": "personal", "name": "Fourtis, Lukas", "given_name": "Lukas", "family_name": "Fourtis"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}}, {"person_or_org": {"type": "personal", "name": "Atanasova, Polina", "given_name": "Polina", "family_name": "Atanasova"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}}, {"person_or_org": {"type": "personal", "name": "Kramer, Lara T.S.", "given_name": "Lara T.S.", "family_name": "Kramer", "identifiers": [{"identifier": "0009-0002-1134-3407", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}}, {"person_or_org": {"type": "personal", "name": "Fried, Richard", "given_name": "Richard", "family_name": "Fried"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Stanetty, Christian", "given_name": "Christian", "family_name": "Stanetty", "identifiers": [{"identifier": "0000-0001-7692-6932", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Rudroff, Florian", "given_name": "Florian", "family_name": "Rudroff", "identifiers": [{"identifier": "0000-0002-6680-8200", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Birner-Gr\u00fcnberger, Ruth", "given_name": "Ruth", "family_name": "Birner-Gr\u00fcnberger", "identifiers": [{"identifier": "0000-0003-3950-0312", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Medizinische Universit\u00e4t Graz"}, {"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Mach, Robert", "given_name": "Robert", "family_name": "Mach", "identifiers": [{"identifier": "0000-0003-2375-7244", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Mach-Aigner, Astrid", "given_name": "Astrid", "family_name": "Mach-Aigner", "identifiers": [{"identifier": "0000-0002-7575-2317", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "dates": [{"date": "2026-04-14", "type": {"id": "submitted", "title": {"en": "Submitted"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1101/2025.03.31.646288", "scheme": "doi", "relation_type": {"id": "isnewversionof", "title": {"en": "Is new version of"}}, "resource_type": {"id": "publication-preprint", "title": {"de": "Preprint", "en": "Preprint"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p><span>The biosynthetic gene cluster (BGC) responsible for producing diaporthinic acid has remained genetically unassigned despite repeated isolation of this metabolite from several fungal species. In this study, we activated the <em>dia</em> BGC in <em>Trichoderma reesei</em> by overexpressing the cluster-associated zinc-cluster protein DiaR1 to identify the BGC&rsquo;s <em>in vivo</em> metabolic output and reconstruct the corresponding biosynthetic pathway. Metabolite production was analyzed by HPLC-MS/MS, and the major product was isolated and structurally confirmed by NMR spectroscopy. Individual genes of the <em>dia</em> cluster were deleted in the activated background to assess their functional roles, and transcript levels were quantified by RT-qPCR. Activation of the cluster resulted in the predominant accumulation of diaporthinic acid, accompanied by several related isocoumarin derivatives, while antibacterial and antifungal assays showed no detectable activity of diaporthinic acid under the tested conditions. Deletion analyses demonstrated that the polyketide synthase Dia1, the bifunctional halogenase/methyltransferase Dia5, and the FAD-dependent oxidoreductase Dia4 are essential for diaporthinic acid formation, whereas Dia2 and Dia3 are dispensable <em>in vivo</em> despite the previously proposed roles of their <em>Aspergillus oryzae </em>homologs based on <em>in vitro</em> studies. On the basis of intermediate accumulation patterns, we propose that Dia4 catalyzes the oxidation of dichlorodiaporthin to diaporthinic acid. Together, these results genetically link diaporthinic acid to the <em>dia</em> BGC and refine the previously proposed biosynthetic model derived from <em>A. oryzae</em>. </span></p>", "additional_descriptions": [{"description": "<p>HPLC-MS/MS analysis<br>LC-MS grade acetonitrile (ACN) and LC-MS grade formic acid were acquired from VWR chemicals (Radnor, PA, USA). Water (H2O) was purified in-house using a Barnstead&trade; Smart2Pure&trade; Water Purification System from Thermo Fisher Scientific (Waltham, MA, USA). Alternariol (CAS # 641-38-3) standard, Catalog # C5061 (Batch No. 1), was purchased from APExBIO (Houston, TX, USA).<br>The frozen culture media were thawed, vortexed, and 2 mL of each strain and quadruplicate were transferred into fresh Eppendorf tubes. These tubes were spun down for 2 minutes at 20,000 g at room temperature. From the supernatant, 10 &mu;L were taken out and diluted 1:10 in 2 % ACN + 0.1 % FA. The injection volume was 1 &mu;L.<br>For analysis of the NMR-confirmed diaporthinic acid standard, a stock solution of the compound in DMSO was diluted 1:10 in 2 % ACN + 0.1 % FA. The commercial alternariol standard (1 mg) was dissolved in 1 mL of 50% ACN (with two drops of NH4OH) and further diluted 1:100 in 2 % ACN + 0.1 % FA (c = 10 ng &mu;L-1). The injection volume for both standards was 1 &mu;L.<br>After dilution of the culture media and the reference standards, the samples were measured employing an untargeted metabolomics workflow in positive ionization mode on a Bruker timsTOF Pro equipped with a VIP-HESI source (Bruker Corporation, Billerica, MA, USA). The frontend was a Thermo Fisher Scientific Vanquish H UHPLC with a Waters Acquity BEH C18 column (150 mm &times; 1 mm ID, 1.7 &mu;m; Waters Corporation, Milford, MA, USA). Mobile phase A was 0.1 % formic acid in water and solvent B acetonitrile containing 0.1 % formic acid. The following gradient was employed at 40 &deg;C and a constant flow rate of 100 &mu;L min-1: 0 min, 2 % B; 9 min, 98 %; 12 min, 98 % B; 12 min, 2 % B, followed by 4 min re-equilibration. The timsTOF Pro mass spectrometer was operated without trapped ion mobility spectrometry (TIMS off). For positive ionization mode, source capillary voltage was set to 4500 V and dry gas flow to 8 L min-1 at 230 &deg;C. Sheath Gas Flow was set to 4.0 L min-1 at a temperature of 200 &deg;C, with active exhaust being activated. Scan mode was set to Auto MS/MS with 12 Hz MS spectra rate and 16 Hz MS/MS spectra rate, resulting in a total cycle time of 0.5 s. Scan range was set from 20 to 800 m/z.<br>Data was acquired with Bruker Compass Hystar 6.3. Individual compounds were quantified on MS1 level employing the open-source application Skyline version 23.135,36 normalizing to the TIC, based on exact mass only.</p>", "type": {"id": "methods", "title": {"en": "Methods"}}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 1, "total_bytes": 7539682637, "entries": {"DiaporthinicCluster_MS_Data.d.zip": {"id": "1b8cf2b2-96ad-4ddf-b9e7-11e5ebb40fb3", "checksum": "md5:56b23b7c3c8b8c82ac6e4a9a4fdd615c", "ext": "zip", "size": 7539682637, "mimetype": "application/zip", "key": "DiaporthinicCluster_MS_Data.d.zip", "metadata": {}, "access": {"hidden": false}}}}, "media_files": {"enabled": false, "order": [], "count": 0, "total_bytes": 0, "entries": {}}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 25, "unique_views": 23, "downloads": 3, "unique_downloads": 3, "data_volume": 22619047911.0}, "all_versions": {"views": 25, "unique_views": 23, "downloads": 3, "unique_downloads": 3, "data_volume": 22619047911.0}}}, {"id": "939n8-zg244", "created": "2026-04-22T10:49:56.999145+00:00", "updated": "2026-04-22T13:34:59.351340+00:00", "links": {"self": "https://researchdata.tuwien.ac.at/api/records/939n8-zg244", "self_html": "https://researchdata.tuwien.ac.at/records/939n8-zg244", "preview_html": "https://researchdata.tuwien.ac.at/records/939n8-zg244?preview=1", "doi": "https://doi.org/10.48436/939n8-zg244", "self_doi": "https://doi.org/10.48436/939n8-zg244", "self_doi_html": "https://researchdata.tuwien.ac.at/doi/10.48436/939n8-zg244", "reserve_doi": "https://researchdata.tuwien.ac.at/api/records/939n8-zg244/draft/pids/doi", "parent": "https://researchdata.tuwien.ac.at/api/records/yxe8s-64n28", "parent_html": "https://researchdata.tuwien.ac.at/records/yxe8s-64n28", "parent_doi": "https://doi.org/10.48436/yxe8s-64n28", 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"2025-02-14T12:52:15.362155+00:00", "links": {}, "revision_id": 12, "slug": "soilmoisture-climaterecords", "metadata": {"title": "ESA CCI Soil Moisture science data records", "type": {"id": "project", "title": {"de": "Projekt", "en": "Project"}}, "website": "https://climate.esa.int/en/projects/soil-moisture/"}, "access": {"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/yxe8s-64n28", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/939n8-zg244", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:939n8-zg244", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Lems, Johanna", "given_name": "Johanna", "family_name": "Lems", "identifiers": [{"identifier": "0009-0006-7897-8633", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Moldenhauer, Colin", "given_name": "Colin", "family_name": "Moldenhauer", "identifiers": [{"identifier": "0009-0009-4790-270X", "scheme": "orcid"}]}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Dorigo, Wouter Arnoud", "given_name": "Wouter Arnoud", "family_name": "Dorigo", "identifiers": [{"identifier": "0000-0001-8054-7572", "scheme": "orcid"}]}, "affiliations": [{"name": "TU Wien"}]}], "title": "ESA CCI SM SUB-DAILY Long-term Climate Data Record of sub-daily Soil Moisture from merged multi-satellite observations", "publisher": "TU Wien", "publication_date": "2026-04-20", "subjects": [{"subject": "Soil Moisture"}, {"subject": "ESA"}, {"subject": "CCI"}, {"subject": "CLIMERS"}, {"subject": "satellite"}, {"subject": "microwave remote sensing"}, {"subject": "climate"}, {"subject": "climate change"}], "related_identifiers": [{"identifier": "10.1016/j.rse.2017.07.001", "scheme": "doi", "relation_type": {"id": "references", "title": {"en": "References"}}, "resource_type": {"id": "publication", "title": {"de": "Publikation", "en": "Publication"}}}, {"identifier": "10.5194/essd-11-717-2019", "scheme": "doi", "relation_type": {"id": "references", "title": {"en": "References"}}, "resource_type": {"id": "publication", "title": {"de": "Publikation", "en": "Publication"}}}, {"identifier": "10.1109/TGRS.2020.3012896", "scheme": "doi", "relation_type": {"id": "references", "title": {"en": "References"}}, "resource_type": {"id": "publication", "title": {"de": "Publikation", "en": "Publication"}}}], "version": "9.2", "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>This dataset was produced with funding from the European Space Agency (ESA) Climate Change Initiative (CCI) Plus Soil Moisture (SM) Project (CCN 4 to ESRIN Contract No: 4000126684/19/I-NB \"ESA CCI+ Phase 1 New R&amp;D on CCI ECVS Soil Moisture\").&nbsp; Project website: <a title=\"ESA CCI SM website\" href=\"https://climate.esa.int/en/projects/soil-moisture/\" rel=\"noopener\">https://climate.esa.int/en/projects/soil-moisture/</a></p>\n<p>This dataset contains information on the Surface Soil Moisture content derived from satellite observations in the microwave domain.</p>\n<p>The operational (ACTIVE, PASSIVE, COMBINED) ESA CCI SM products are available at&nbsp;<a href=\"https://catalogue.ceda.ac.uk/uuid/c256fcfeef24460ca6eb14bf0fe09572/\" rel=\"noopener\">https://catalogue.ceda.ac.uk/uuid/c256fcfeef24460ca6eb14bf0fe09572/</a>&nbsp;<em>(Dorigo et al., 2017; Gruber et al., 2019; Preimesberger et al., 2021)</em>.</p>\n<h2>Abstract</h2>\n<p>The ESA CCI SUB-DAILYSM science product is a 12-hourly product that is produced with the same method as the daily ESA CCI COMBINED SM product. For the Sub Daily product, the input data is temporally resampled to 12 hours instead of 24 hours. The temporal window is centred around 0 UTC and 12 UTC. Satellite observations that were taken directly on the border between the two time windows will be added to the previous timestamp to avoid double binning. So observations taken at 6 UTC will be added to 0 UTC, and observations at 18 UTC will be added to 12 UTC.</p>\n<p>Due to the increased need for temporal coverage for a subdaily product, it has been produced from 2012 on, after the activation of ASCAT-B and AMSR2. The following Sensors are included in the SUB-DAILY product: ASCAT A, ASCAT B, ASCAT C, AMSR2, FY3b, FY3c, FY3d, GPM, SMAP, SMOS and TRMM.</p>\n<h2>Programmatic (bulk) download</h2>\n<p>You can use command-line tools such as&nbsp;<a href=\"https://www.gnu.org/software/wget/\" rel=\"noopener\">wget</a>&nbsp;or&nbsp;<a href=\"https://curl.se/\" rel=\"noopener\">curl</a>&nbsp;to download (and extract) data for multiple years. The following command will download and extract the complete data set to the local directory&nbsp;<em>~/Download</em>&nbsp;on Linux or macOS systems.</p>\n<blockquote>\n<div>\n<pre>#!/bin/bash<br><br># Set download directory<br>DOWNLOAD_DIR=~/Downloads<br><br>base_url=\"https://researchdata.tuwien.at/records/939n8-zg244/files\"<br><br># Loop through years 2012 to 2024 and download &amp; extract data<br>for year in {2012..2024}; do<br>    echo \"Downloading $year.zip...\"<br>    wget -q -P \"$DOWNLOAD_DIR\" \"$base_url/$year.zip\"<br>    unzip -o \"$DOWNLOAD_DIR/$year.zip\" -d $DOWNLOAD_DIR<br>    rm \"$DOWNLOAD_DIR/$year.zip\"<br>done</pre>\n</div>\n</blockquote>\n<h2>Data details</h2>\n<div>\n<h3>Filename template</h3>\n<p>The dataset provides global sub-daily (0UTC and 12UTC) estimates for the 2012-2024 period at 0.25&deg; (~25 km) horizontal grid resolution. Daily images are grouped by year (YYYY), each subdirectory containing one netCDF image file for a specific hour (HH), day (DD) and month (MM) of that year in a 2-dimensional (longitude, latitude) grid system (CRS: WGS84). The file name follows the convention:</p>\n<blockquote>\n<p>ESACCI-SOILMOISTURE-L3S-SUBDAILY-COMBINED-YYYYMMDDHH0000-fv09.2.nc</p>\n</blockquote>\n</div>\n<h3>Data Variables</h3>\n<p>Each netCDF file contains 3 coordinate variables</p>\n<ul>\n<li><strong>lon</strong>: longitude (WGS84), [-180,180] degree W/E</li>\n<li><strong>lat</strong>: latitude (WGS84), [-90,90] degree N/S</li>\n<li><strong>time:&nbsp;</strong>float, datetime encoded as \"number of days since 1970-01-01 00:00:00 UTC\"</li>\n</ul>\n<p>&nbsp;and the following data variables</p>\n<ul>\n<li><strong>sm</strong>: (float) The Soil Moisture variable reflects estimates of daily average volumetric soil moisture content (m3/m3) in the soil surface layer (~0-5 cm) over a grid cell (0.25 degree).</li>\n<li><strong>sm_uncertainty</strong>: (float) The Soil Moisture Uncertainty variable reflects the uncertainty (random error) of the original satellite observations. Derived using triple collocation analysis.</li>\n<li><strong>dnflag</strong>: (int) Indicator for satellite orbit(s) used in the retrieval (day/night time). 1=day, 2=night, 3=both</li>\n<li><strong>flag</strong>: (int) Indicator for data quality / missing data indicator. For more details, see netcdf attributes.</li>\n<li><strong>freqbandID</strong>: (int) Indicator for frequency band(s) used in the retrieval. For more details, see netcdf attributes.</li>\n<li><strong>mode</strong>: (int) Indicator for satellite orbit(s) used in the retrieval (ascending, descending)</li>\n<li><strong>sensor</strong>: (int) Indicator for satellite sensor(s) used in the retrieval. For more details, see netcdf attributes.</li>\n<li><strong>t0</strong>: (float) Representative time stamp, based on overpass times of all merged satellites.</li>\n</ul>\n<p>Additional information for each variable are given in the netCDF attributes.</p>\n<h3>Version Changelog</h3>\n<ul>\n<li>Version 9.2 is the first release of this product</li>\n</ul>\n<h3>Software to open netCDF files</h3>\n<p>These data can be read by any software that supports Climate and Forecast (CF) conform metadata standards for netCDF files, such as:</p>\n<ul>\n<li><a title=\"xarray\" href=\"https://github.com/pydata/xarray\" rel=\"noopener\">Xarray</a>&nbsp;(Python)</li>\n<li><a title=\"netCDF4\" href=\"https://unidata.github.io/netcdf4-python/\" rel=\"noopener\">netCDF4</a>&nbsp;(Python)</li>\n<li><a title=\"esa_cci_sm\" href=\"https://github.com/TUW-GEO/esa_cci_sm\" rel=\"noopener\">esa_cci_sm</a>&nbsp;(Python)</li>\n<li>Similar tools exist for other programming languages (Matlab, R, etc.)</li>\n<li>Software packages and GIS tools can open netCDF files, e.g.&nbsp;<a href=\"https://code.mpimet.mpg.de/projects/cdo\" rel=\"noopener\">CDO</a>,&nbsp;<a href=\"http://nco.sourceforge.net/\" rel=\"noopener\">NCO</a>,&nbsp;<a href=\"https://www.qgis.org/\" rel=\"noopener\">QGIS</a>, ArcGIS</li>\n<li>You can also use the GUI software&nbsp;<a href=\"https://www.giss.nasa.gov/tools/panoply/\" rel=\"noopener\">Panoply</a> to view the contents of each file</li>\n</ul>\n<h2>Related Records</h2>\n<p>This record and all related records are part of the&nbsp;<a href=\"https://researchdata.tuwien.ac.at/communities/soilmoisture-climaterecords/records\" rel=\"noopener\">ESA CCI Soil Moisture science data records community</a>.</p>", "funding": [{"funder": {"id": "03wd9za21", "name": "European Space Agency"}, "award": {"number": "4000126684/19/I-NB"}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": 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"datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/phd1n-5x233", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:phd1n-5x233", "provider": "oai"}}, "metadata": {"resource_type": {"id": "sound", "title": {"de": "Audio", "en": "Audio"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Hulcova, Barbora", "given_name": "Barbora", "family_name": "Hulcova"}, "role": {"id": "other", "title": {"en": "Other"}}}], "title": "Madonna tenerina (Madonna tenerina) (A-Wn_Mus.Hs._18827_n08) Audio recording", "publisher": "E-LAUTE", "publication_date": "2026-04-21", "subjects": [{"subject": "16th century"}, {"id": "http://www.oecd.org/science/inno/38235147.pdf?6.4", "subject": "Arts (arts, history of arts, performing arts, music)", "scheme": "FOS"}, {"subject": "lute music"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Hulcova, Barbora", "given_name": "Barbora", "family_name": "Hulcova"}, "role": {"id": "other", "title": {"en": "Other"}}}, {"person_or_org": {"type": "personal", "name": "Jaklin, Julia Maria", "given_name": "Julia Maria", "family_name": "Jaklin"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Bischoff, Silas", "given_name": "Silas", "family_name": "Bischoff"}, "role": {"id": "producer", "title": {"en": "Producer"}}}], "dates": [{"date": "2024-12-03", "type": {"id": "created", "title": {"en": "Created"}}, "description": "Recording date"}], "identifiers": [{"identifier": "A-Wn_Mus.Hs._18827_n08", "scheme": "other"}], "related_identifiers": [{"identifier": "https://search.onb.ac.at/permalink/f/sb7jht/ONB_alma21308232200003338", "scheme": "url", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "other", "title": {"de": "Anderes", "en": "Other"}}}, {"identifier": "https://opac.rism.info/search?id=600141783&View=rism", "scheme": "url", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "other", "title": {"de": "Anderes", "en": "Other"}}}], "rights": [{"id": "cc-by-sa-4.0", "title": {"en": "Creative Commons Attribution Share Alike 4.0 International"}, "description": {"en": "Permits almost any use subject to providing credit and license notice. Frequently used for media assets and educational materials. The most common license for Open Access scientific publications. Not recommended for software."}, "icon": "cc-by-sa-icon", "props": {"url": "https://creativecommons.org/licenses/by-sa/4.0/legalcode", "scheme": "spdx"}}], "description": "<h1>Audio recording of a lute piece from the E-LAUTE project</h1><h2>Overview</h2><p>This dataset contains an audio recording of the piece \"Madonna tenerina (Madonna tenerina)\", a 16th century lute music piece originally notated in lute tablature, created as part of the E-LAUTE project (<a href=\"https://e-laute.info/\">https://e-laute.info/</a>). The recording preserves and makes historical lute music from the German-speaking regions during 1450-1550 accessible.</p><p>The recording is based on the work with the title \"Madonna tenerina (Madonna tenerina)\" and the id \"A-Wn_Mus.Hs._18827_n08\" in the e-lautedb. It is found on the page(s) or folio(s) 9r-9v in the source \"Lautentabulatur Antonius\" with the source-id \"A-Wn_Mus.Hs._18827\".</p><p>The original source and multiple transcriptions of the work can be found on the E-LAUTE platform: <a href=\"https://edition.onb.ac.at/fedora/objects/o:lau.A-Wn_Mus.Hs._18827/methods/sdef:TEI/get?mode=n08\">https://edition.onb.ac.at/fedora/objects/o:lau.A-Wn_Mus.Hs._18827/methods/sdef:TEI/get?mode=n08</a>.</p><p>Links to the source: <a href=\"https://search.onb.ac.at/permalink/f/sb7jht/ONB_alma21308232200003338\">https://search.onb.ac.at/permalink/f/sb7jht/ONB_alma21308232200003338</a>, <a href=\"https://opac.rism.info/search?id=600141783&amp;View=rism\">https://opac.rism.info/search?id=600141783&amp;View=rism</a>.</p><h2>Dataset Contents</h2><p>This dataset includes:</p><ul><li><strong>Audio file (wav)</strong>: The audio recording of the lute piece in .wav format</li>  <li><strong>Audio file (mp3)</strong>: The audio recording of the lute piece in .mp3 format (192 kbps VBR)</li>  <li><strong>Metadata file</strong>: A metadata file with detailed information about the recording in .json format</li></ul><h2>About the E-LAUTE Project</h2><p><strong>E-LAUTE: Electronic Linked Annotated Unified Tablature Edition - The Lute in the German-Speaking Area 1450-1550</strong></p><p>The E-LAUTE project creates innovative digital editions of lute tablatures from the German-speaking area between 1450 and 1550. This interdisciplinary \"open knowledge platform\" combines musicology, music practice, music informatics, and literary studies to transform traditional editions into collaborative research spaces.</p><p>For more information, visit the project website: <a href=\"https://e-laute.info/\">https://e-laute.info/</a></p>", "references": [{"reference": "https://e-laute.info/"}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 3, "total_bytes": 25222880, "entries": {"A-Wn_Mus.Hs._18827_n08_9r-9v_Hulcova_Barbora.wav": {"id": "e7575348-9d21-423e-b42a-943d3de5f3e6", "checksum": "md5:5628643144224d8445c53aa89a2c1433", "ext": "wav", "size": 23264520, "mimetype": "audio/vnd.wave", "key": "A-Wn_Mus.Hs._18827_n08_9r-9v_Hulcova_Barbora.wav", "metadata": {}, "access": {"hidden": false}}, "A-Wn_Mus.Hs._18827_n08_metadata.json": {"id": "23fea594-1e96-43dd-8e08-48cbb3392a12", "checksum": "md5:31bdb100b4998c47b037a7eea3ddccc7", "ext": "json", "size": 2857, "mimetype": "application/json", "key": "A-Wn_Mus.Hs._18827_n08_metadata.json", "metadata": {}, "access": {"hidden": false}}, "A-Wn_Mus.Hs._18827_n08_9r-9v_Hulcova_Barbora.mp3": {"id": "f49232cc-d788-4210-b132-3e9cbcb3e172", "checksum": "md5:b65cf13d7195de229c40e8c088774208", "ext": "mp3", "size": 1955503, "mimetype": "audio/mpeg", "key": "A-Wn_Mus.Hs._18827_n08_9r-9v_Hulcova_Barbora.mp3", "metadata": {}, "access": {"hidden": false}}}}, "media_files": {"enabled": false, "order": [], "count": 0, "total_bytes": 0, "entries": {}}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 22, "unique_views": 21, "downloads": 17, "unique_downloads": 13, "data_volume": 50647276.0}, "all_versions": {"views": 22, "unique_views": 21, "downloads": 17, "unique_downloads": 13, "data_volume": 50647276.0}}}, {"id": 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"website": "https://e-laute.info/"}, "access": {"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/s3sad-9sw72", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/qb0yn-f0n03", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:qb0yn-f0n03", "provider": "oai"}}, "metadata": {"resource_type": {"id": "sound", "title": {"de": "Audio", "en": "Audio"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Hulcuva, Barbora", "given_name": "Barbora", "family_name": "Hulcuva"}, "role": {"id": "other", "title": {"en": "Other"}}}], "title": "preambulum (Pr\u00e4ambulum), Nach lauf (Nachlauf), praem[bulum] (Pr\u00e4ambulum) (A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03) Audio recording", "publisher": "E-LAUTE", "publication_date": "2026-04-21", "subjects": [{"subject": "16th century"}, {"id": "http://www.oecd.org/science/inno/38235147.pdf?6.4", "subject": "Arts (arts, history of arts, performing arts, music)", "scheme": "FOS"}, {"subject": "lute music"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Hulcuva, Barbora", "given_name": "Barbora", "family_name": "Hulcuva"}, "role": {"id": "other", "title": {"en": "Other"}}}, {"person_or_org": {"type": "personal", "name": "Jaklin, Julia Maria", "given_name": "Julia Maria", "family_name": "Jaklin"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Bischoff, Silas", "given_name": "Silas", "family_name": "Bischoff"}, "role": {"id": "producer", "title": {"en": "Producer"}}}], "dates": [{"date": "2024-12-03", "type": {"id": "created", "title": {"en": "Created"}}, "description": "Recording date"}], "identifiers": [{"identifier": "A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03", "scheme": "other"}], "related_identifiers": [{"identifier": "http://data.onb.ac.at/rec/AC14278637", "scheme": "url", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "other", "title": {"de": "Anderes", "en": "Other"}}}], "rights": [{"id": "cc-by-sa-4.0", "title": {"en": "Creative Commons Attribution Share Alike 4.0 International"}, "description": {"en": "Permits almost any use subject to providing credit and license notice. Frequently used for media assets and educational materials. The most common license for Open Access scientific publications. Not recommended for software."}, "icon": "cc-by-sa-icon", "props": {"url": "https://creativecommons.org/licenses/by-sa/4.0/legalcode", "scheme": "spdx"}}], "description": "<h1>Audio recording of a lute piece from the E-LAUTE project</h1><h2>Overview</h2><p>This dataset contains an audio recording of the piece \"preambulum (Pr\u00e4ambulum), Nach lauf (Nachlauf), praem[bulum] (Pr\u00e4ambulum)\", a 16th century lute music piece originally notated in lute tablature, created as part of the E-LAUTE project (<a href=\"https://e-laute.info/\">https://e-laute.info/</a>). The recording preserves and makes historical lute music from the German-speaking regions during 1450-1550 accessible.</p><p>The recording is based on the work with the title \"preambulum (Pr\u00e4ambulum), Nach lauf (Nachlauf), praem[bulum] (Pr\u00e4ambulum)\" and the id \"A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03\" in the e-lautedb. It is found on the page(s) or folio(s) 1r-3r_1-7, 3r_8-11-3v_1, 3v_2 in the source \"Blindhamers Lautentabulatur\" with the source-id \"A-Wn_Mus.Hs._41950\".</p><p>The original source and multiple transcriptions of the work can be found on the E-LAUTE platform: <a href=\"https://edition.onb.ac.at/fedora/objects/o:lau.A-Wn_Mus.Hs._41950/methods/sdef:TEI/get?mode=n03\">https://edition.onb.ac.at/fedora/objects/o:lau.A-Wn_Mus.Hs._41950/methods/sdef:TEI/get?mode=n03</a>.</p><p>Links to the source: <a href=\"http://data.onb.ac.at/rec/AC14278637\">http://data.onb.ac.at/rec/AC14278637</a>.</p><h2>Dataset Contents</h2><p>This dataset includes:</p><ul><li><strong>Audio file (wav)</strong>: The audio recording of the lute piece in .wav format</li>  <li><strong>Audio file (mp3)</strong>: The audio recording of the lute piece in .mp3 format (192 kbps VBR)</li>  <li><strong>Metadata file</strong>: A metadata file with detailed information about the recording in .json format</li></ul><h2>About the E-LAUTE Project</h2><p><strong>E-LAUTE: Electronic Linked Annotated Unified Tablature Edition - The Lute in the German-Speaking Area 1450-1550</strong></p><p>The E-LAUTE project creates innovative digital editions of lute tablatures from the German-speaking area between 1450 and 1550. This interdisciplinary \"open knowledge platform\" combines musicology, music practice, music informatics, and literary studies to transform traditional editions into collaborative research spaces.</p><p>For more information, visit the project website: <a href=\"https://e-laute.info/\">https://e-laute.info/</a></p>", "references": [{"reference": "https://e-laute.info/"}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 3, "total_bytes": 176238393, "entries": {"A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03_1r-3r_1-7, 3r_8-11-3v_1, 3v_2_Hulcuva_Barbora.mp3": {"id": "0eeeeeee-725c-4cb0-a9e2-26ca83609bb2", "checksum": "md5:1ae67fc9b84004a961bd0a2dfb433812", "ext": "mp3", "size": 13516258, "mimetype": "audio/mpeg", "key": "A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03_1r-3r_1-7, 3r_8-11-3v_1, 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"10.48436/m6jda-cmg61", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/f8tjt-k8y11", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:f8tjt-k8y11", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Mairinger, Paul Anton", "given_name": "Paul Anton", "family_name": "Mairinger"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Traces in WAN Traffic: Inferring Alarm States and User Activity from Encrypted Smart Home Traffic", "publisher": "TU Wien", "publication_date": "2026-04-21", "dates": [{"date": "2026-04-21", "type": {"id": "created", "title": {"en": "Created"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h1>Traces in WAN Traffic: Inferring Alarm States and User Activity from Encrypted Smart Home Traffic</h1>\n<p>This repository contains research data for evaluating network-traffic-based classification of Philips Hue smart-home actions. The dataset provides packet-level captures for repeated light on/off commands and labeled packet-burst features for Hue security-state commands. It is intended to support reproducible experiments on IoT traffic analysis, command inference, and device-behavior fingerprinting.</p>\n<h2>Short Description</h2>\n<p>Research dataset of Philips Hue smart-home network traces for IoT traffic analysis. The repository contains 10,000 labeled on/off PCAP captures and labeled packet-burst features for arm/disarm security-state commands.</p>\n<h2>Dataset Contents</h2>\n<pre><code>Repository/\n    -- armstate_labeled.csv\n    -- Left_Spot_device_10ktrial.7z\n</code></pre>\n<h3>On-Off</h3>\n<p><code>On-Off/Left_Spot_device_10ktrial.7z</code> contains 10,000 PCAP files captured during repeated Philips Hue light-control actions for a smart-light device communicating with a Hue Bridge Pro. The archive contains 5,000 <code>Turn_On</code> captures and 5,000 <code>Turn_Off</code> captures. File names encode the trial number, timestamp, device label and action label.</p>\n<h3>Arm-Disarm</h3>\n<p><code>Arm-Disarm/armstate_labeled.csv</code> contains 100 labeled packet-burst feature records for Hue security-state commands:</p>\n<ul>\n<li><code>arm_home</code>: 25 records</li>\n<li><code>arm_away</code>: 25 records</li>\n<li><code>disarm</code>: 50 records</li>\n</ul>\n<p>The CSV uses the following columns:</p>\n<ul>\n<li><code>label</code>: command class label.</li>\n<li><code>TO-lengths</code>: ordered packet-length sequence for packets sent to the target device.</li>\n<li><code>total-t</code>: total burst duration in seconds.</li>\n<li><code>IAT</code>: mean inter-arrival time in seconds.</li>\n<li><code>packet-amount</code>: number of packets in the burst.</li>\n</ul>\n<h2>FAIR Data Statement</h2>\n<p>This dataset is structured to support the FAIR principles:</p>\n<ul>\n<li><strong>Findable:</strong> Files are organized by task (<code>On-Off</code>, <code>Arm-Disarm</code>) and named with explicit device/action labels.</li>\n<li><strong>Accessible:</strong> Data is provided in commonly supported formats: PCAP for packet captures, CSV for tabular features, and 7z for compressed distribution. Users can inspect the PCAP files with tools such as Wireshark, tshark, tcpdump, or Scapy.</li>\n<li><strong>Interoperable:</strong> Labels, timing features, packet counts, and packet-length sequences are represented using plain-text CSV fields. Packet captures use the standard PCAP format for compatibility with established network-analysis tools.</li>\n<li><strong>Reusable:</strong> The repository documents the dataset structure, labels, feature definitions, file naming scheme, license, and provisional citation guidance.</li>\n</ul>\n<h2>Suggested Citation</h2>\n<p>If you use this dataset, cite the accompanying paper and the archived dataset release. A final citation will be added once the publication metadata and persistent dataset identifier are available.</p>\n<p>Until then, please cite this repository as:</p>\n<blockquote>\n<p>Traces in WAN Traffic: Inferring Alarm States and User Activity from Encrypted Smart Home Traffic</p>\n</blockquote>\n<p>Temporary BibTeX entry:</p>\n<pre><code>@dataset{hue_research_data_2026,\n  title        = {Traces in WAN Traffic: Inferring Alarm States and User Activity from Encrypted Smart Home Traffic},\n  author       = {{Paul Mairinger et al.}},\n  year         = {2026},\n  note         = {Dataset repository. 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"metadata": {"title": "Higher Geodesy", "type": {"id": "organization", "title": {"de": "Organisation", "en": "Organization"}}, "website": "https://www.tuwien.at/en/mg/geo/hg", "organizations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, "access": {"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/qv4z3-q6c70", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/y6gxm-6mg51", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:y6gxm-6mg51", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "D\u00fcrnberger, Josef", "given_name": "Josef", "family_name": "D\u00fcrnberger"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Smartphone GNSS and Sensor Data with RTK Reference Trajectory", "publisher": "TU Wien", "publication_date": "2026-04-15", "subjects": [{"subject": "GNSS"}, {"subject": "Android"}, {"subject": "smartphone"}, {"subject": "RTK"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Wareyka-Glaner, Marcus Franz", "given_name": "Marcus Franz", "family_name": "Wareyka-Glaner", "identifiers": [{"identifier": "0000-0002-2351-6179", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}], "languages": [{"id": "eng", "title": {"en": "English"}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<div class=\"OutlineElement Ltr SCXW39739536 BCX0\">\n<p class=\"Paragraph SCXW39739536 BCX0\"><strong>Smartphone GNSS and Sensor Data with RTK Reference Trajectory</strong></p>\n</div>\n<div>This dataset contains positioning data collected from two smartphones (Pixel 7 Pro and Pixel 9a) and one GNSS Leica rover (GS18). The data was collected on five different days and includes a total of 42 datasets. All devices were mounted on a custom 3D-printed stand, aligned along a single axis, with an approximate distance of 15 cm between the center points of each device.</div>\n<div>For each measurement, the start time stated in each description file was taken from the beginning of the corresponding RINEX file recorded with the Pixel 7 Pro. The duration was determined as the time span between the first and last data point in the file. Therefore, the reported time values in the description files should be considered approximate.</div>\n<div>A reference trajectory was recorded with an RTK solution. One point per second was recorded. Most points were measured using phase measurements, although some points collected with lower signal strength were measured only using code measurements. The measurement type for each point can be seen in the trajectory.txt file in the &ldquo;Point Role&rdquo; column. For the first dataset, trajectory data was collected as raw data and therefore needs postprocessing to retrieve the reference trajectory. For RTK data, the EPOSA network was used.</div>\n<div>The measurement setup was always aligned from south to north, facing north.&nbsp;</div>\n<div>Throughout all datasets, the same set of devices was used for data collection:&nbsp;</div>\n<div>&nbsp;</div>\n<div>Google Pixel 7 Pro (Android 16)&nbsp;&nbsp;</div>\n<div>HW Year: 2020 HW Model: Broadcom, BCM4776, GLL ver. 154.20.24 625212&nbsp;</div>\n<div>&nbsp;</div>\n<div>Google Pixel 9a (Android 16)&nbsp;&nbsp;</div>\n<div>HW Year: 2023 HW Model: S.LSI,K041,SPOTNAV_4.15.4_5_250417_R1_268303&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</div>\n<div>&nbsp;</div>\n<div>Leica GS18 (V9.10)&nbsp;&nbsp;</div>\n<div>______________________________________________________________</div>\n<div>&nbsp;</div>\n<div>The following software versions were used:</div>\n<div>&nbsp;</div>\n<div>GNSS logger version 3.1.1.1&nbsp;</div>\n<div>BKG Ntrip client version 2.13.4</div>\n<div>______________________________________________________________</div>\n<div>&nbsp;</div>\n<div>Notes:</div>\n<div>- No data streams were collected on 18.12.2025.</div>\n<div>- Rover data from 02.12.2025 only include raw navigation files; all other dates contain processed coordinates measured using RTK.</div>\n<div>- The trajectory data provided in the &ldquo;dataset_XX_trajectory.txt&rdquo; files has different lengths across columns and therefore the depiction in common text file readers might be misleading. To achieve better readability, it is recommended to transfer the data into a common table visualization program (e.g., Excel).</div>\n<div>- The setup is shown in the attached file (setup.png).</div>\n<div>- Bug Report: The GNSS Logger RINEX file output specifies the measurement date in the second row as UTC. However, this timestamp is always identical to the GPS time given in line 13. Therefore, the stated UTC time is incorrect and should be adjusted by accounting for the current leap second offset between GPS time and UTC.</div>\n<div>&nbsp;</div>\n<div>&nbsp;</div>\n<div>This work is supported by <a title=\"ASCR\" href=\"https://www.ascr.at/\" rel=\"noopener\">ASCR (Aspern Smart City Research Gmbh &amp; Co KG)</a>&nbsp;within the research project <a title=\"PPMD\" href=\"https://www.movinglayers.eu/projekte/ppmd-punktgenau-mit-dem-smartphone/\" rel=\"noopener\">Precise Positioning with Mobile Devices (PPMD)</a>.</div>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "default_preview": "collected_data.zip", "order": [], "count": 2, "total_bytes": 652072347, "entries": {"setup.png": {"id": "63cb34b5-6b4d-4ec9-8441-d60631e32225", "checksum": "md5:bdfbb7d80286bc87e2e117b3ce0d177c", "ext": "png", "size": 1101007, "mimetype": "image/png", "key": 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{"person_or_org": {"type": "personal", "name": "D Kovacs, David Gabor", "given_name": "David Gabor", "family_name": "D Kovacs", "identifiers": [{"identifier": "0000-0002-2001-7243", "scheme": "orcid"}]}, "role": {"id": "datacurator", "title": {"en": "Data curator"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Duchemin, Diane", "given_name": "Diane", "family_name": "Duchemin"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "01225hq90", "name": "Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re", "identifiers": [{"identifier": "01225hq90", "scheme": "ror"}, {"identifier": "grid.500939.6", "scheme": "grid"}, {"identifier": "0000 0004 0382 8364", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Rodriguez-Fernandez, Nemesio", "given_name": "Nemesio", "family_name": "Rodriguez-Fernandez"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "01225hq90", "name": "Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re", "identifiers": [{"identifier": "01225hq90", "scheme": "ror"}, {"identifier": "grid.500939.6", "scheme": "grid"}, {"identifier": "0000 0004 0382 8364", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Dorigo, Wouter Arnoud", "given_name": "Wouter Arnoud", "family_name": "Dorigo", "identifiers": [{"identifier": "0000-0001-8054-7572", "scheme": "orcid"}]}, "role": {"id": "datamanager", "title": {"en": "Data manager"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "ESA CCI SM  MODEL-INDEPENDENT Long-term Climate Data Record of Surface Soil Moisture from merged multi-satellite observations", "publisher": "TU Wien", "publication_date": "2026-04-20", "subjects": [{"subject": "soil moisture"}, {"subject": "climate"}, {"subject": "climate change"}, {"subject": "European Space Agency"}, {"subject": "satellite"}, {"subject": "microwave remote sensing"}, {"subject": "climate data record"}, {"subject": "modelfree"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1109/JSTARS.2021.3137008", "scheme": "doi", "relation_type": {"id": "isdocumentedby", "title": {"en": "Is documented by"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}, {"identifier": "10.5194/essd-17-4305-2025", "scheme": "doi", "relation_type": {"id": "requires", "title": {"en": "Requires"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "version": "9.2", "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>This dataset was produced with funding from the European Space Agency (ESA) Climate Change Initiative (CCI) Plus Soil Moisture Project (CCN4 to ESRIN Contract No: 4000126684/19/I-NB \"ESA CCI+ Phase 1 New R&amp;D on CCI ECVS Soil Moisture\").&nbsp; Project website:<a href=\"https://climate.esa.int/en/projects/soil-moisture/\"> https://climate.esa.int/en/projects/soil-moisture/</a></p>\n<p>This dataset contains information on the Surface Soil Moisture (SM) content derived from satellite observations in the microwave domain.</p>\n<h2>Abstract</h2>\n<p>The MODEL-INDEPENDENT (or \"modelfree\") product of ESA CCI SM v9.2&nbsp;provides -- similar to the COMBINED product -- global, harmonized daily satellite soil moisture measurements from both radar and radiometer observations at 0.25-degree spatial grid resolution. It currently covers the period from 2002-2024.</p>\n<p>Soil moisture is derived from observations of 13 different active and passive satellites operating across various frequency bands (K, C, X, and L-band). Unlike the COMBINED product -- for which all satellite time series are scaled to <a href=\"https://ldas.gsfc.nasa.gov/gldas/\" rel=\"noopener\">GLDAS Noah</a> soil moisture simulations before merging, in order to remove biases between them -- the MODEL-INDEPENDENT product utilizes a satellite-only scaling reference dataset. This reference is based on harmonized L-band (SMOS and SMAP) retrievals from 2010 onwards (Madelon et al., 2022), which were extended further back with C-band retrievals from AMSR-E (2002-2010). Gaps in the scaling reference dataset are filled using the algorithm from the <a href=\"https://doi.org/10.48436/hcm6n-t4m35\" rel=\"noopener\">GAPFILLED product</a> (Preimesberger et al., 2025). The merging algorithm employed is consistent with that of the v9.2 COMBINED product. The new scaling reference leads to significantly different absolute soil moisture values, especially in latitudes above 60&deg;N. Data from the SMMR, SSMI and ERS missions are not included in this product.</p>\n<p><strong>This product is in its early development stage and should be used with caution, as it may contain incomplete or unvalidated data.</strong></p>\n<h3>Summary</h3>\n<ul>\n<li>\n<p>2002-06-19 to 2024-12-31, global, 0.25 deg. regular grid</p>\n</li>\n<li>\n<p>GLDAS Noah (model) is replaced with a purely satellite-based scaling reference (based on SMOS)</p>\n</li>\n<li>\n<p>Different absolute value range compared to the COMBINED product is expected due to the different scaling reference used</p>\n</li>\n</ul>\n<h3>Changelog</h3>\n<ul>\n<li>Compared to v9.1, the scaling method to harmonize AMSR-E and SMOS/SMAP data for the scaling reference was changed and uses a third-degree polynomial for CDF matching now.</li>\n</ul>\n<h3>Known issues</h3>\n<ul>\n<li>\n<p>A temporal inconsistency is observed between the AMSR-E and SMOS period (at 01-2010). This affects mainly data above 60&deg;N and can affect long-term trend detection</p>\n</li>\n</ul>\n<h2>Programmatic (bulk) download</h2>\n<p>You can use command line tools such as <a href=\"https://www.gnu.org/software/wget/\">wget</a> or <a href=\"https://curl.se/\">curl</a> to download (and extract) data for multiple years. The following command will download and extract the complete data set to the local directory <em>~/Download</em> on Linux or macOS systems (<strong>~15 GB</strong>).</p>\n<blockquote>\n<div>\n<pre>#!/bin/bash<br><br># Set download directory<br>DOWNLOAD_DIR=~/Downloads<br><br>base_url=\"https://researchdata.tuwien.at/records/y147y-q6j91/files\"<br><br># Loop through years 2002 to 2024 and download &amp; extract data<br>for year in {2002..2024}; do<br>    echo \"Downloading $year.zip...\"<br>    wget -q -P \"$DOWNLOAD_DIR\" \"$base_url/$year.zip\"<br>    unzip -o \"$DOWNLOAD_DIR/$year.zip\" -d $DOWNLOAD_DIR<br>    rm \"$DOWNLOAD_DIR/$year.zip\"<br>done</pre>\n</div>\n</blockquote>\n<h2>Technical Details</h2>\n<p>The dataset provides global daily estimates for the 2002-2024 period at 0.25&deg; (~25 km) horizontal grid resolution. Daily images are grouped by year (YYYY), each subdirectory containing one netCDF image file for a specific day (DD), month (MM) in a 2-dimensional (longitude, latitude) grid system (CRS: WGS84). The file name has the following convention:</p>\n<blockquote>\n<p>ESACCI-SOILMOISTURE-L3S-SSMV-COMBINED_MODELFREE-YYYYMMDD000000-fv09.2.nc</p>\n</blockquote>\n<p>Each netCDF file contains 3 coordinate variables (WGS84 longitude, latitude and time stamp), as well as the following data variables:</p>\n<ul>\n<li><strong>sm</strong>: (float) The Soil Moisture variable reflects estimates of daily average volumetric soil moisture content (m3/m3) in the soil surface layer (~0-5 cm) over a whole grid cell (0.25 degree).</li>\n<li><strong>sm_uncertainty</strong>: (float) The Soil Moisture Uncertainty variable reflects the uncertainty (random error) of satellite observations. Derived using triple collocation analysis.</li>\n<li><strong>dn_flag</strong>: (int) Indicator for satellite orbit(s) used in the retrieval (day/nighttime). 1=day, 2=night, 3=both</li>\n<li><strong>flag</strong>: (int) Indicator for data quality / missing data indicator. For more details, see netcdf attributes.</li>\n<li><strong>freqbandID</strong>: (int) Indicator for frequency band(s) used in the retrieval. For more details, see netcdf attributes.</li>\n<li><strong>mode</strong>: (int) Indicator for satellite orbit(s) used in the retrieval (ascending, descending)</li>\n<li><strong>sensor</strong>: (int) Indicator for satellite sensor(s) used in the retrieval. For more details, see netcdf attributes.</li>\n<li><strong>t0</strong>: (float) Representative time stamp, based on overpass times of all merged satellites.</li>\n</ul>\n<p>Additional information for each variable is given in the netCDF attributes.</p>\n<h3>Software to open netCDF files</h3>\n<p>These data can be read by any software that supports Climate and Forecast (CF) conform metadata standards for netCDF files, such as:</p>\n<ul>\n<li><a title=\"xarray\" href=\"https://github.com/pydata/xarray\" rel=\"noopener\">Xarray </a>(python)</li>\n<li><a title=\"netCDF4\" href=\"https://unidata.github.io/netcdf4-python/\" rel=\"noopener\">netCDF4 </a>(python)</li>\n<li><a title=\"esa_cci_sm\" href=\"https://github.com/TUW-GEO/esa_cci_sm\">esa_cci_sm </a>(python)</li>\n<li>Similar tools exists for other programming languages (Matlab, R, etc.)</li>\n<li>NetCDF and GIS tools for working with netCDF files, e.g.&nbsp;<a href=\"https://code.mpimet.mpg.de/projects/cdo\" rel=\"noopener\">CDO</a>,&nbsp;<a href=\"http://nco.sourceforge.net/\" rel=\"noopener\">NCO</a>,&nbsp;<a href=\"https://www.qgis.org/\" rel=\"noopener\">QGIS</a>, ArCGIS</li>\n<li>You can also use the GUI software <a href=\"https://www.giss.nasa.gov/tools/panoply/\" rel=\"noopener\">Panoply</a> to view the contents of each file</li>\n</ul>\n<h2>References</h2>\n<p>R. Madelon et al., &ldquo;Toward the Removal of Model Dependency in Soil Moisture Climate Data Records by Using an L-Band Scaling Reference,\" in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 831-848, 2022, doi: <a href=\"https://ieeexplore.ieee.org/document/9657199\">10.1109/JSTARS.2021.3137008</a>.</p>\n<h2>Related Records</h2>\n<p>This record and all related records are part of the<a href=\"https://researchdata.tuwien.ac.at/communities/soilmoisture-climaterecords/records\">&nbsp;ESA CCI Soil Moisture science data records </a>community.</p>", "funding": [{"funder": {"id": "03wd9za21", "name": "European Space Agency"}, "award": {"number": "4000126684/19/I-NB"}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 23, "total_bytes": 14627529063, "entries": {"2002.zip": {"id": 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{"resource_type": {"id": "image", "title": {"de": "Bild", "en": "Image"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Benesch, Claudia", "given_name": "Claudia", "family_name": "Benesch"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Climate Exposure Maps and Distributions of Austrian Power Grid Overhead Lines", "publisher": "TU Wien", "publication_date": "2026-04-16", "rights": [{"id": "cc-by-nc-sa-4.0", "title": {"en": "Creative Commons Attribution Non Commercial Share Alike 4.0 International"}, "description": {"en": ""}, "icon": "cc-by-nc-sa-icon", "props": {"url": "https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Climate Exposure Maps and Distributions of Austrian Power Grid Overhead Lines</h2>\n<p>The data contains figures (jpg data format) displaying the maps and cumulative curves of overhead line length vs. 41 climate indicators</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>Climate indicator data were taken from the <a href=\"https://doi.org/10.5281/zenodo.14697702\">ROBINE dataset</a>&nbsp;</li>\n<li>Power grid topology was taken from OpenStreetMap (extraction date 04/03/2026)</li>\n<li>Figures were created in Python using libraries like osmnx, rasterio, geopandas, matploblib etc.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>Both \"absolute\" and \"relative\" figures are shown:\n<ul>\n<li>\"absolute\" refers to global warming levels (GWL) 1,2,3,4 shown relative to the pre-industrial reference period</li>\n<li>\"relative\" refers to GWL-2,3,4 relative to GWL-1 (2001 - 2020, historical period)&nbsp;</li>\n</ul>\n</li>\n<li>\"Distributions\" and \"images\" are shown:\n<ul>\n<li>The naming for distributions contains:\n<ul>\n<li>indicator number and indicator name</li>\n<li>\"all\" referring to figures containing both high- and low-voltage grid lines</li>\n<li>\"cumulative\" referring to the fact that cumulative distributions were generated</li>\n</ul>\n</li>\n<li>The naming for \"images\" contains:\n<ul>\n<li>\"combined\" to indicate that plot for different GWLs were combined into one plot</li>\n<li>indicator name</li>\n<li>\"all\" referring to figures containing both high- and low-voltage grid lines</li>\n</ul>\n</li>\n</ul>\n</li>\n<li>Scientific paper is in the making</li>\n</ul>\n<h3>Results</h3>\n<ul>\n<li>The results show that exposure of overhead lines to weather phenomena like wet snowfall is expected to decrease, while it is going to stagnate or increase only slightly for extreme storm days and wind gusts. In contrast, the risk due to heavy precipitation, thunderstorms and heat is expected to increase significantly.</li>\n</ul>\n<h3>Further details</h3>\n<ul>\n<li>Not all climate indicators are relevant for power grid overhead lines, as the underlying climate dataset was developed for a wide range of energy infrastructure components.</li>\n</ul>", "funding": [{"funder": {"id": "028jc0449", "name": "Austrian Research Promotion Agency"}, "award": {"number": "FO999905703", "title": {"en": "Infradapt"}}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 4, "total_bytes": 28468894, "entries": {"relative_images.zip": {"id": "a44989eb-ee74-4258-9f4e-01817017ee53", "checksum": "md5:9975d97d33824e70ba6f49dcc0b5f2f2", "ext": "zip", "size": 11155340, "mimetype": "application/zip", "key": "relative_images.zip", "metadata": {}, "access": {"hidden": false}}, 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creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<p>This dataset was created to investigate to support experiment on depth estimation and pose estimation of transparent objects. Diverse objects with varying materials, shape, size and liquid fill level are recorded in scenes&nbsp; with various background, lighting in different organization. The aim of this dataset is to help highlight strengths and weaknesses of different approaches and empirically investigate the reliability of different methods in realistic scenarios. By using glass and plastic objects, filled with liquid and empty, properties like opacity and index of refraction are varied. The selected objects also vary significantly in shape and size, with a mix of transparent and non-transparent materials. Additionally, scene properties, including viewing angle, object arrangements, support plane texture, and lighting are varied to create diverse evaluation scenarios.</p>\n<h3>Technical details</h3>\n<p>The dataset is collected by moving a camera attached to a robot arm around a scene. The same viewpoints are collected for every scene, and the camera poses are obtained through inverse kinematics of the robot arm. We use 3D-DAT (<a href=\"https://github.com/markus-suchi/3D-DAT\">https://github.com/markus-suchi/3D-DAT</a>) for annotation, placing object models in the virtual 3D scene, and manually correcting their poses based on their reprojection error in the different RGB views.</p>\n<p>To obtain 3D object models, the physical objects are coated using a mat spray paint after collecting the different scenes. A high-quality depth sensor (Photoneo MotionCam-3D scanner, <a href=\"https://www.photoneo.com/\">https://www.photoneo.com/</a>) is used to reconstruct them. The set of 17 objects used in our experiments includes plastics and glass objects, filled or empty with a variety of shapes, and a variety of sizes. The 3D object models of the deformable objects are obtained by first manually estimating the object masks using&nbsp;<a href=\"https://github.com/facebookresearch/sam2\">SegmentAnything2</a>, and using them in a voxel carving procedure, followed by a marching cube step to obtain a final mesh model.</p>\n<p>A total of 34 scenes is collected using a Intel Realsense D435 (<a href=\"https://www.intelrealsense.com/depth-camera-d435i/\">https://www.intelrealsense.com/depth-camera-d435i/</a>), saving both the RGB image and the depth image at a resolution of 1280 &times; 720 pixels. The robotic arm performs a circular motion around the scene with the camera oriented toward the scene center, placing the camera at four different heights and corresponding polar angles (68&deg;, 60&deg;, 48&deg; and 33&deg;). For each circle, either 16 or 26 views are collecting resulting in a total of 64 or 104 views per scene. The light is uniform and comes from the top of the scene. For seven scenes, we add a strong light projector to the side of the scene, producing caustics and other refraction and reflection effects at the interface of transparent objects. Six scenes also have a textured background instead of an uniform one, and the number of distractors in the scene is varied.</p>\n<p>For each scene in the \"scenes/\" folder, the structure is as follow:</p>\n<ul>\n<li>rgb/ contains the color images</li>\n<li>depth/ contains the depth obtained with the Realsense D435 camera</li>\n<li>groundtruth_handeye.txt contains the camera poses of each viewpoint (each line contains pose in TUM format: id, tx, ty, tz, rx, ry, rz, rw with id being the current view, tx,ty,tz the translation, rx, ry, rz, rw the rotation as quaternion).</li>\n<li>poses.yaml contains the scene objects annotation in the same world reference frame as the camera poses as well as the liquid fill level, as a percentage of the object along the gravity vector in the scene.&nbsp;</li>\n</ul>\n<p>&nbsp;</p>\n<p>We complement this dataset with a rendered training set generated using <a href=\"https://doi.org/10.21105/joss.04901\">BlenderProc</a> consisting in 148k images featuring high-quality models of the four most represented transparent objects in the real dataset to support training methods as needed. The rendered dataset includes various distractor objects and changing liquid fill levels as well as various liquid properties. As is standard with BlenderProc, the rendered dataset is using the BOP format detailed <a href=\"https://github.com/thodan/bop_toolkit/blob/master/docs/bop_datasets_format.md\">here</a>. 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"title": "HPV-Durchimpfungsraten: Modellbeschreibung f\u00fcr das N\u00e4herungsmodell", "publisher": "TU Wien", "publication_date": "2026-04-15", "subjects": [{"subject": "HPV"}, {"subject": "Modelling and Simulation"}, {"subject": "Medical and health sciences"}, {"subject": "Vaccinations"}, {"subject": "Dashboard"}], "languages": [{"id": "deu", "title": {"en": "German"}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2 class=\"MsoNormal\">Motivation und Zielsetzung</h2>\n<p class=\"MsoNormal\">In &Ouml;sterreich ist die HPV-Impfung seit 2014 Teil des kostenfreien Impfprogramms, parallel gibt es den Privatmarkt f&uuml;r nicht im kostenfreien Programm abgedeckte Personengruppen. In den letzten Jahren wurde auch regelm&auml;&szlig;ig die Altersgruppe, die von diesem Impfprogramm profitieren kann, vergr&ouml;&szlig;ert. Ziel das Projektes war es, zu evaluieren, wie gut die &ouml;sterreichische Bev&ouml;lkerung gegen HPV geimpft ist. Dabei wurde nicht nur eine Durchimpfungsrate f&uuml;r Gesamt&ouml;sterreich berechnet, sondern es wurde auch spezifisch auf die Unterschiede in den Bundesl&auml;ndern und den Geschlechtern eingegangen. Die Ergebnisse sollen dazu dienen, etwaige Impfl&uuml;cken zu erkennen und zu evaluieren, wie sich die Erh&ouml;hung der Altersgrenze f&uuml;r das kostenfreie Impfprogramm auswirkt.</p>\n<p class=\"MsoNormal\">Als Datengrundlage dient dabei einerseits die Informationen zu den Impfungen des kostenfreien Impfprogramms und des E-Impfpasses (verf&uuml;gbar seit 2020), die vom BMASGPK zur Verf&uuml;gung gestellt werden, und andererseits die Verkaufszahlen von Merck Sharp &amp; Dohme Ges.m.b.H (MSD). Alle Datenquellen wurden mittels eines Modells vereint um m&ouml;glichst valide Durchimpfungsraten zu erhalten. Die Ergebnisse werden anschlie&szlig;end in einem Dashboard aufbereitet, welches von MSD &ouml;ffentlich zur Verf&uuml;gung gestellt wird und auf der Impfseite des BMASGPK verlinkt ist <span>(<a>impfen.gv.at</a>)</span>.</p>\n<p class=\"MsoNormal\">Der vorliegende Bericht wurde durch Vertreter:innen des BMASGPK und von MSD gepr&uuml;ft und freigegeben.</p>\n<h2 class=\"MsoNormal\">Berichtsstruktur</h2>\n<p class=\"MsoNormal\">Der vorliegende Bericht beschreibt das Modell, das verwendet wurde um die Datenquellen zu verarbeiten. Der Bericht beinhaltet eine Zusammenfassung der an dem Projekt beteiligten Partner und deren Rolle im Projekt, einen detaillierte Beschreibung aller verwendeten Daten, eine Dokumentation des Modells, eine Beschreibung des &ouml;ffentlichen Cockpits, das die erhalten Durchimpfungsraten darstellt, und einen Ausblick wie die Daten aktuell upgedated werden.</p>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 1, "total_bytes": 8772858, "entries": {"HPV_Durchimpfungsraten.pdf": {"id": "956721df-269e-46d3-8fbb-321460317c61", "checksum": "md5:d6d401e438b122c44c32bb4fb394069d", "ext": "pdf", "size": 8772858, "mimetype": "application/pdf", "key": "HPV_Durchimpfungsraten.pdf", "metadata": {}, "access": {"hidden": false}}}}, "media_files": {"enabled": false, "order": [], "count": 0, "total_bytes": 0, "entries": {}}, "status": "published", "deletion_status": 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{"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Massart, Samuel", "given_name": "Samuel", "family_name": "Massart", "identifiers": [{"identifier": "0009-0009-1312-5797", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Bauer-Marschallinger, Bernhard", "given_name": "Bernhard", "family_name": "Bauer-Marschallinger", "identifiers": [{"identifier": "0000-0001-7356-7516", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Vreugdenhil, Mariette", "given_name": "Mariette", "family_name": "Vreugdenhil", "identifiers": [{"identifier": "0000-0003-4913-0255", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Alpine Surface Soil Moisture from Sentinel-1 using 0th-Order Radiative Transfer", "publisher": "TU Wien", "publication_date": "2026-03-26", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?1.5", "subject": "Earth and related environmental sciences", "scheme": "FOS"}], "dates": [{"date": "2024-05", "type": {"id": "created", "title": {"en": "Created"}}}], "related_identifiers": [{"identifier": "10.1016/j.rse.2022.113025", "scheme": "doi", "relation_type": {"id": "isderivedfrom", "title": {"en": "Is derived from"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}, {"identifier": "10.1016/j.rse.2023.113651", "scheme": "doi", "relation_type": {"id": "isderivedfrom", "title": {"en": "Is derived from"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}, {"identifier": "10.34726/5308", "scheme": "doi", "relation_type": {"id": "isderivedfrom", "title": {"en": "Is derived from"}}, "resource_type": {"id": "publication-conferencepaper", "title": {"de": "Konferenzbeitrag", "en": "Conference Paper"}}}, {"identifier": "https://land.copernicus.eu/en/technical-library/algorithm-theoretical-basis-document-leaf-area-index-333-m-version-1/@@download/file", "scheme": "url", "relation_type": {"id": "cites", "title": {"en": "Cites"}}, "resource_type": {"id": "report", "title": {"de": "Bericht", "en": "Report"}}}, {"identifier": "10.5194/essd-13-4349-2021", "scheme": "doi", "relation_type": {"id": "cites", "title": {"en": "Cites"}}, "resource_type": {"id": "publication-documentation", "title": {"de": "Dokumentation", "en": "Documentation"}}}], "version": "v0.1.0", "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>This dataset contains Sentinel-1 derived Surface Soil Moisture (SSM) estimates for the Alpine region, obtained using a 0th order Radiative Transfer Model (RT0). The RT0 approach, first introduced by Wagner et al. (2022) and building on the work of Quast et al. (2023), addresses the dynamic influence of vegetation on the backscatter signal by modeling the Vegetation Optical Depth (VOD) using a Leaf Area Index (LAI) climatology derived from the CLMS global LAI 300m 10-daily product (Verger et al., 2022) as a proxy, as well as frozen surface conditions by using ERA5-Land data (Munoz-Sabater et al., 2021). Open use is granted under the CC BY 4.0 license. Co-Funded by European Union and Austrian Research Promotion Agency. Views and opinions expressed are, however, those of the author(s) only and do not necessarily reflect those of the European Union. Neither the European Union nor the granting authority can be held responsible for them.</p>\n<h2>Abstract</h2>\n<p>Soil moisture is a critical variable for understanding hydrological processes, land-atmosphere interactions, and climate dynamics. Mountainous regions such as the Alps present unique challenges for soil moisture monitoring due to complex topography, varied land cover, and frequent snow/ice cover. This dataset applies the RT0 retrieval method to Sentinel-1 backscatter observations to derive relative surface soil moisture at 500 m spatial sampling over the Alpine region. The algorithm addresses environmental influences including vegetation dynamics, and frozen/snow-covered surfaces. A detailed description of the RT0 retrieval algorithm and its validation will be provided in a dedicated publication (Raml et al. preprint available soon).</p>\n<h2>Method</h2>\n<p>The retrieval algorithm applies a 0th order Radiative Transfer Model (RT0) to derive relative surface soil moisture from Sentinel-1 observations at 500 m resolution. Model parameters are calibrated using ERA5-Land volumetric soil moisture reference data (2016&ndash;2020), with frozen soil and snow-affected observations masked during calibration using snow-depth (sd) and soil-temperature level 1(stl1). To optimise soil moisture sensitivity in the complex Alpine terrain, the algorithm incorporates a novel SSM sensitivity map (Raml et. al. 2023) for static masking during resampling of original 20 m Sentinel-1 imagery to the 500 m, selecting only pixels where the SAR signal is most responsive to soil moisture dynamics. Relative SSM is then estimated by directly inverting the RT0 model. For a comprehensive methodological description, including model equations, parameter derivation, and validation results, readers are referred to the planned publication (Raml et al. preprint available soon).</p>\n<h2>Data Summary</h2>\n<ul>\n<li class=\"text-start \"><strong>Product</strong>: Surface Soil Moisture (relative, unitless)</li>\n<li class=\"text-start \"><strong>Spatial Resolution</strong>: 500 m</li>\n<li class=\"text-start \"><strong>Input Data</strong>: Sentinel-1 Synthetic Aperture Radar</li>\n<li class=\"text-start \"><strong>Temporal Coverage</strong>: 2016-01-01 to 2022-12-31</li>\n<li class=\"text-start \"><strong>Geographic Coverage</strong>: Alpine region</li>\n<li class=\"text-start \"><strong>Model Version</strong>: RT0-based retrieval</li>\n<li class=\"text-start \"><strong>Value Range</strong>: Relative soil moisture (0-100%)</li>\n</ul>\n<h2>Data Characteristics</h2>\n<p>The SSM estimates are representative of the top soil layer (surface moisture) and are provided as relative values.</p>\n<p><strong>Data Limitations</strong>: Due to the selection process and the coarse resolution of ERA5-Land used for masking during calibration, the dataset exhibits increased no-data areas in regions challenging for SSM retrieval, including:</p>\n<ul>\n<li class=\"text-start \">Areas with frozen soil or snow cover</li>\n<li class=\"text-start \">Glaciers and high-elevation regions with persistent ice/snow</li>\n</ul>\n<p>These limitations are particularly relevant for the Alpine region and will be addressed in future updates to the RT0 product.</p>\n<div class=\"my-2\">\n<h3>Technical details</h3>\n<ul>\n<li>Datasets are stored in Cloud Optimised GeoTiff format using ZSTD Compression.</li>\n<li>Files are organized and tiled following the T6 <a href=\"https://github.com/TUW-GEO/Equi7Grid\">Equi7Grid</a> tilling system at 500 m x 500 m resolution.\n<ul>\n<li>Each zip archive contains a GeoTiff image stack for one tile, i.e. E042N012T6, E042N018T6, E048N012T6, E048N018T6</li>\n<li>Files&nbsp;are named&nbsp;following the&nbsp;<a href=\"https://github.com/TUW-GEO/geopathfinder/blob/master/src/geopathfinder/naming_conventions/yeoda_naming.py\">Yeoda</a> file naming convention&nbsp;</li>\n</ul>\n</li>\n</ul>\n</div>", "funding": [{"funder": {"id": "019w4f821", "name": "European Union"}, "award": {"number": "101058386", "title": {"en": "interTwin"}}}, {"funder": {"id": "028jc0449", "name": "Austrian Research Promotion Agency"}, "award": {"number": "FO999893432", "title": {"en": "GHG-KIT"}}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 4, "total_bytes": 6064563911, "entries": {"E048N012T6.zip": {"id": "43212a8b-1566-4bbc-bc06-4d219f2c11db", "checksum": "md5:b125421f48ad695f48b9c44645087e02", "ext": "zip", "size": 1507078205, "mimetype": "application/zip", "key": "E048N012T6.zip", "metadata": {}, 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{"identifier": "10.48436/mfggz-ync51", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:mfggz-ync51", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Dammert, Lucas", "given_name": "Lucas", "family_name": "Dammert"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Mandlburger, Gottfried", "given_name": "Gottfried", "family_name": "Mandlburger", "identifiers": [{"identifier": "0000-0002-2332-293X", "scheme": "orcid"}]}, "role": {"id": "projectmanager", "title": {"en": "Project manager"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Otepka-Schremmer, Johannes", "given_name": "Johannes", "family_name": "Otepka-Schremmer", "identifiers": [{"identifier": "0000-0003-4203-8376", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Neuner, Hans-Berndt", "given_name": "Hans-Berndt", "family_name": "Neuner", "identifiers": [{"identifier": "0000-0002-2846-1402", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Thalmann, Tomas", "given_name": "Tomas", "family_name": "Thalmann", "identifiers": [{"identifier": "0009-0002-4587-2200", "scheme": "orcid"}]}, "role": {"id": "datacurator", "title": {"en": "Data curator"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Monetti, David", "given_name": "David", "family_name": "Monetti"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "Skyability"}]}], "title": "TrackDrone data set - Siegendorf 2026", "publisher": "TU Wien", "publication_date": "2026-03-27", "subjects": [{"subject": "trajectory"}, {"subject": "surveying"}, {"subject": "point cloud"}, {"subject": "UAV"}, {"subject": "photogrammetry"}, {"subject": "rts"}, {"subject": "total station"}, {"subject": "field study"}, {"subject": "trackdrone"}, {"subject": "pose estimation"}, {"subject": "iats"}], "dates": [{"date": "2026-03-03", "type": {"id": "collected", "title": {"en": "Collected"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.48436/yzk5x-49910", "scheme": "doi", "relation_type": {"id": "continues", "title": {"en": "Continues"}}, "resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}}, {"identifier": "10.5194/isprs-annals-X-G-2025-213-2025", "scheme": "doi", "relation_type": {"id": "continues", "title": {"en": "Continues"}}, "resource_type": {"id": "publication-conferencepaper", "title": {"de": "Konferenzbeitrag", "en": "Conference Paper"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>TrackDrone data set II&nbsp;</h2>\n<p>This data set is related to<em> TrackDrone data set - Siegendorf 2024</em> (<a class=\"doi text-muted-darken\" href=\"https://doi.org/10.48436/yzk5x-49910\">10.48436/yzk5x-49910</a>).</p>\n<p>However, it is an independent data set that improves the existing data set. The main improvement is the availability of synchronised image data from the image-assisted total stations (IATSs).</p>\n<p>The data set consists of measurements from two total stations and images acquired by those two total stations to a drone/UAS. The UAS itself was equipped with a GNSS antenna, a laser scanner, an IMU, a nadir-looking camera. and four photogrammetric targets to allow the estimation of the UAS orientation based on IATS. The layout is shown in the included image<em> Siegendorf_2026_Layout.jpg</em>. It is complemented by extensive reference data in the study area. The reference data consists of TLS data and about 100 Ground Control Points that can be used for bundle-block adjustment of the camera data.</p>\n<p>The specific sensors of this field study are:</p>\n<ul>\n<li>2x Leica MS60 IATS</li>\n<li><em>RIEGL </em>VUX-120&sup2;&sup3; with integrated RiLOC-F and Sony ILX-LR1</li>\n<li>DJI M400 with adapted landing gear (Figure 2)</li>\n<li>Leica GS18 as GNSS base station</li>\n</ul>\n<p>The data was acquired to study the full 6-DoF trajectory estimation of airborne platform with IATS. However, the data set can for example also be used for research towards mobile mapping, GNSS processing and decentralized multi-sensor systems using IATS.&nbsp;</p>\n<h3>Technical details</h3>\n<ul>\n<li>Image-assisted total station (IATS)\n<ul>\n<li>&nbsp;IATS data consists of two types of data that were logged using a Raspberry Pi 4 controller and the network interface of the Leica MS60 IATS.\n<ul>\n<li>(i) polar observations (distance and angle measurements) with a sampling frequency of about 20 Hz. The data is provided raw, i.e. as extracted using the GeoCOM interface and processed (i.e. a latency of about 31 ms is corrected)</li>\n<li>(ii) telescope images (see included image <em>UAS_from_Telescope.jpg</em>), the original sampling frequency was 30 Hz but we downsampled to about 5 Hz for the data publication to reduce the size of the iamge data. The images were acquired by logging an rtsp stream on the controller and timestamping the arrival time. The name of each image file is the timestamp in seconds of day. Our empirical evaluation found a latency of -150 ms w.r.t. the polar observation data. For a short flight segment, the horizontal and angular observations to the four photogrammetric targets on the UAS (visible in the IATS images) are also given</li>\n</ul>\n</li>\n<li>The setup coordinates, orientation unknowns and instrument heights of both IATS are given in <em>setup.txt</em></li>\n</ul>\n</li>\n<li>&nbsp;GNSS\n<ul>\n<li>A Leica GS18 was set up as base station to record GNSS data.</li>\n</ul>\n</li>\n<li>LiDAR\n<ul>\n<li>The LiDAR system was a <em>RIEGL </em>VUX-120</li>\n</ul>\n</li>\n</ul>\n<ul>\n<li>IMU\n<ul>\n<li>The system uses a RiLOC-F IMU which is integrated with the LIDAR (Figure 3)</li>\n</ul>\n</li>\n</ul>\n<ul>\n<li>Camera\n<ul>\n<li>The LiDAR system has a rigidly installed Sony ILX-LR1 to acquire nadir-looking images</li>\n</ul>\n</li>\n</ul>\n<ul>\n<li>UAS\n<ul>\n<li>The DJI M400 was tuned by adding a 1 m long landing gear beneath the original landing gear. On the landing gear, four spherical targets (3D printed) were installed to allow the orientation estimation by IATS images</li>\n<li>The UAS is shown in detail in the included image file <em>UAS_Setup.jpg</em> but without the prims installed.</li>\n</ul>\n</li>\n</ul>\n<ul>\n<li>General\n<ul>\n<li>In this data set, the trajectory was flown four times, twice with 3 m/s and twice with 5 m/s speed.</li>\n<li>A local East-North-Up coordinate system is used as project-based coordinate reference system. The included transformation data allows to transform the data in a global reference system, e.g. ETRS89 UTM33N</li>\n</ul>\n</li>\n</ul>\n<h3>Data structure</h3>\n<p>The data set consists of Raw Data (e.g. RiNEX files, ASCII observations from the IATS, and images), Processed Data (Cartesian measurements from GNSS and IATS as well as extracted target observations by the IATS), and Reference Data (TLS, Ground Control Points, Coordinates of Fixed Points). The file crs_definitions provides the information to transform into global coordinate system as well as the definitions of the body frame to sensor frame transformation. The Raw Data containts *.rdbx files, the can be read using the <a href=\"https://repository.riegl.com/software/libraries/rdblib/)\" rel=\"noopener\">RDBLib</a>, but all basic information is also in the .las files.</p>\n<h3>Further details</h3>\n<ul>\n<li>Please don't hesistate to contact us if anything is unclear about the data. The data displays a real environment, due to possible privacy concerns the data is published as restrcted record. 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[{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Backus, Ellen", "given_name": "Ellen", "family_name": "Backus", "identifiers": [{"identifier": "0000-0002-6202-0280", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"id": "03prydq77", "name": "University of Vienna", "identifiers": [{"identifier": "03prydq77", "scheme": "ror"}, {"identifier": "grid.10420.37", "scheme": "grid"}, {"identifier": "0000 0001 2286 1424", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Valtiner, Markus", "given_name": "Markus", "family_name": "Valtiner", "identifiers": [{"identifier": "0000-0001-5410-1067", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Entropic\u2013Dielectric Interplay Governs Ion Adsorption in Inner Electric Double Layers", "publisher": "TU Wien", "publication_date": "2026-03-20", "subjects": [{"id": 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\"Entropic&ndash;Dielectric Interplay Governs Ion Adsorption in Inner Electric Double Layers\". Please refer to the journal's website for further details (DOI: doi of the article).</p>\n<p>The research presented in this article addresses molecular-level characterisation of charged solid-liquid interfaces with a combination of experimental (AFM, SFG, SFA) and theroetical (MD, DFT) methods.&nbsp;</p>\n<p><strong>Technical details</strong></p>\n<p>The current data repository collects data from each of the above mentioneds, as indicated by the names of the folders. Furthermore, each folder contains a \"README\" file which further provides details on data files, data type and compatibility, directory architecture. 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