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"creators": [{"person_or_org": {"type": "personal", "name": "Brunner, Adrian Thylbert", "given_name": "Adrian Thylbert", "family_name": "Brunner", "identifiers": [{"identifier": "0009-0005-3085-6066", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Markiewicz, Roman", "given_name": "Roman", "family_name": "Markiewicz", "identifiers": [{"identifier": "0009-0007-3364-9681", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Adam, Dietmar", "given_name": "Dietmar", "family_name": "Adam", "identifiers": [{"identifier": "0009-0004-8753-0166", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Long-term operational data of an energy pile wall in the Lainzer Tunnel in Vienna", "publisher": "TU Wien", "publication_date": "2026-01-30", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?2.1", "subject": "Civil engineering", "scheme": "FOS"}, {"id": "http://www.oecd.org/science/inno/38235147.pdf?2", "subject": "Engineering and technology", "scheme": "FOS"}, {"id": "http://www.oecd.org/science/inno/38235147.pdf?2.7", "subject": "Environmental engineering", "scheme": "FOS"}], "dates": [{"date": "2002/2026", "type": {"id": "collected", "title": {"en": "Collected"}}, "description": "Data collection"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.60669/gs6w-jd70", "scheme": "doi", "relation_type": {"id": "haspart", "title": {"en": "Has part"}}, "resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}}], "version": "1.0.0", "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": "<h2>Dataset description</h2>\n<p>This repository contains long-term monitoring data from the energy geostructure (EG) installation at the Lainzer Tunnel section LT24 in Vienna, Austria. The dataset accompanies the publication Brunner et al. (2026) and is intended to support reproducibility of the presented results as well as to serve as a foundation for future research on energy geostructures and long-term geothermal system behavior.</p>\n<h3>Methodology</h3>\n<p>The dataset comprises the measurements discussed in Brunner et al. (2026), including system-wide energy performance parameters from the service room (temperatures, flow rates, thermal energy), detailed temperature measurements within multiple energy piles, air, and ground and groundwater temperature monitoring. Measurements span three distinct phases: construction (2001&ndash;2004), active geothermal operation (2004&ndash;2022), and an ongoing idle phase (since 2022).</p>\n<h3>Dataset contents</h3>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The dataset is provided as comma-separated value (CSV) files encoded in UTF-8. Each file corresponds to a specific measurement type or sensor group, following the standardized sensor naming scheme described in the accompanying publication Brunner et al. (2026). File names follow the convention \"Location_Measurement_Version\", where \"Location\" identifies the measurement location (e.g., Pile, Ground, Serviceroom), \"Measurement\" describes the measured quantity and may consist of one or two entries separated by an underscore (e.g., Temperature_groundside, Performance_energy), and \"Version\" indicates the processing status where applicable (i.e., valid, final).</p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Some sensors required corrections due to drift, noise, or damage over the long monitoring period. Where applicable, files labeled \"valid\" contain only data that required no corrections, while files labeled \"final\" contain the fully processed dataset, where corrected values replace the raw data at points requiring correction.</p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Each file uses a semicolon as delimiter and follows a standardized structure: the first column contains the timestamp in ISO 8601 format (yyyy-MM-dd HH:mm:ss), while subsequent columns represent the individual sensor indicators (e.g., Tgw_{KB-13/01}). All numeric values are rounded to two decimal places. Missing values are represented by Not a Number (NaN). The data contain the original measurements without retiming as originally recorded.</p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The sensor To_{Mariabrunn} (<code>Air_Temperature_outside_Mariabrunn.csv</code>) contains daily mean outside air temperature data for the relevant time period sourced from Geosphere Austria (<a class=\"underline underline underline-offset-2 decoration-1 decoration-current/40 hover:decoration-current focus:decoration-current\" href=\"https://doi.org/10.60669/gs6w-jd70\">https://doi.org/10.60669/gs6w-jd70</a>), where data at shorter intervals down to 10 minutes are also available. All other data originate from TU Wien.</p>\n<table>\n<tbody>\n<tr>\n<td><strong>File</strong></td>\n<td><strong>Sensor</strong></td>\n<td><strong>Unit</strong></td>\n<td><strong>Name</strong></td>\n</tr>\n<tr>\n<td><code>Pile_Temperature_groundside_valid.csv</code><br><code>Pile_Temperature_groundside_final.csv</code></td>\n<td>VWSG Geokon 4911-4 Rebar Strainmeter \"Sister Bars\"</td>\n<td>&deg;C</td>\n<td>Tg1, Tg2, Tg3, Tg4, Tg5</td>\n</tr>\n<tr>\n<td><code>Pile_Temperature_innerside_valid.csv</code><br><code>Pile_Temperature_innerside_final.csv</code></td>\n<td>VWSG Geokon 4911-4 Rebar Strainmeter \"Sister Bars\"</td>\n<td>&deg;C</td>\n<td>Ti1, Ti2, Ti3, Ti4, Ti5</td>\n</tr>\n<tr>\n<td><code>Pile_Temperature_middle_valid.csv</code><br><code>Pile_Temperature_middle_final.csv</code></td>\n<td>PT-100</td>\n<td>&deg;C</td>\n<td>Tm1_{S-07-20}, Tm3_{S-07-20}, Tm5_{S-07-20},&nbsp;<br>Tm1_{S-10-11}, Tm3_{S-10-11}, Tm5_{S-10-11},&nbsp;<br>Tm1_{S-11-12}, Tm3_{S-11-12}, Tm5_{S-11-12},&nbsp;<br>Tm1_{S-13-02}, Tm3_{S-13-02}, Tm5_{S-13-02},&nbsp;<br>Tm1_{S-14-11}, Tm3_{S-14-11}, Tm5_{S-14-11}</td>\n</tr>\n<tr>\n<td><code>Ground_Temperature_buried.csv</code></td>\n<td>PT-100</td>\n<td>&deg;C</td>\n<td>Tb1_{S-16-02}, Tb1*_{S-16-02}&nbsp;</td>\n</tr>\n<tr>\n<td><code>Ground_Temperature_groundwater.csv</code></td>\n<td>Unknown</td>\n<td>&deg;C</td>\n<td>Tgw_{KB-13/01}, Tgw_{KB-1c/01}, Tgw_{KB-15/93},&nbsp;<br>Tgw_{KB-B4}, Tgw_{KB-4/01}, Tgw_{KB-14/01},&nbsp;<br>Tgw_{12/93}, Tgw_{Siphon-1}, Tgw_{Siphon-2}</td>\n</tr>\n<tr>\n<td><code>Air_Temperature_outside.csv</code></td>\n<td>PT-100</td>\n<td>&deg;C</td>\n<td>To, To_{serviceroom}</td>\n</tr>\n<tr>\n<td><code>Air_Temperature_outside_Mariabrunn.csv</code></td>\n<td>Meteorological station</td>\n<td>&deg;C</td>\n<td>To_{Mariabrunn}</td>\n</tr>\n<tr>\n<td><code>Serviceroom_Temperature_fluid_collector.csv</code></td>\n<td>Immersion sensor</td>\n<td>&deg;C</td>\n<td>Tf_{in}, Tf_{out}</td>\n</tr>\n<tr>\n<td><code>Serviceroom_Temperature_fluid_S-10-11.csv</code></td>\n<td>PT-100</td>\n<td>&deg;C</td>\n<td>Tf_{out-S-10-11}</td>\n</tr>\n<tr>\n<td><code>Serviceroom_Temperature_fluid_S-07-20.csv</code></td>\n<td>PT-100</td>\n<td>&deg;C</td>\n<td>Tf_{in-S-07-20}, Tf_{out-S-07-20}</td>\n</tr>\n<tr>\n<td><code>Serviceroom_Performance_volume.csv</code></td>\n<td>Pulse measurements</td>\n<td>m&sup3;</td>\n<td>Pv</td>\n</tr>\n<tr>\n<td><code>Serviceroom_Performance_energy.csv</code></td>\n<td>Pulse measurements</td>\n<td>kWh</td>\n<td>Pe</td>\n</tr>\n</tbody>\n</table>\n<h3>Data coverage and updates</h3>\n<p>This dataset contains the data discussed in Brunner et al. (2026), covering measurements up to 2026-05-18 08:00. Future versions will include additional data from the ongoing monitoring program as well as measurements from sensors not included in the current release.</p>", "funding": [{"funder": {"id": "04marky29", "name": "Bundesministerium f\u00fcr Klimaschutz, Umwelt, Energie, Mobilit\u00e4t, Innovation und Technologie"}, "award": {"number": "3212.0021/01", "title": {"en": "Green Logistics"}}}]}, "custom_fields": {}, "access": {"record": "public", "files": "restricted", "embargo": {"active": true, "until": "2027-01-01", "reason": null}, "status": "embargoed"}, "files": {"enabled": true}, "media_files": {"enabled": false}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 4, "unique_views": 2, "downloads": 26, "unique_downloads": 17, "data_volume": 995222795.0}, "all_versions": {"views": 4, "unique_views": 2, "downloads": 26, "unique_downloads": 17, "data_volume": 995222795.0}}}, {"id": "e49h2-jbv41", "created": 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[{"person_or_org": {"type": "personal", "name": "Naghdi, Shaghayegh", "given_name": "Shaghayegh", "family_name": "Naghdi"}, "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": "Selective ligand removal to improve accessibility of active sites in hierarchical MOFs for heterogeneous photocatalysis", "publisher": "TU Wien", "publication_date": "2022-01-12", "subjects": [{"subject": "MOFs"}, {"subject": "Photocatalysis"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Naghdi, Shaghayegh", "given_name": "Shaghayegh", "family_name": "Naghdi", "identifiers": [{"identifier": "0000-0001-7738-2607", "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": "Eder, Dominik", "given_name": "Dominik", "family_name": "Eder", "identifiers": [{"identifier": "0000-0002-5395-564X", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Cherevan, Alexander", "given_name": "Alexander", "family_name": "Cherevan"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Technische Universit\u00e4t Wien"}]}, {"person_or_org": {"type": "personal", "name": "Giesriegl, Ariane", "given_name": "Ariane", "family_name": "Giesriegl"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Technische Universit\u00e4t wien"}]}, 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"scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Gupta, Tushar", "given_name": "Tushar", "family_name": "Gupta"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Technische Universit\u00e4t Wien"}]}, {"person_or_org": {"type": "personal", "name": "Wang, Jia", "given_name": "Jia", "family_name": "Wang"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Technische Universit\u00e4t wien"}]}, {"person_or_org": {"type": "personal", "name": "Haunold, Thomas", "given_name": "Thomas", "family_name": "Haunold"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Technische Universit\u00e4t wien"}]}, {"person_or_org": {"type": "personal", "name": "Rupprechter, G\u00fcnther", "given_name": "G\u00fcnther", "family_name": "Rupprechter"}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "Technische universit\u00e4t Wien"}]}, {"person_or_org": {"type": "personal", "name": "Toroker, Maytal Caspary", "given_name": "Maytal Caspary", "family_name": "Toroker"}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "Technion - Israel Institute of Technology"}]}, {"person_or_org": {"type": "personal", "name": "Kleitz, Freddy", "given_name": "Freddy", "family_name": "Kleitz"}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "Universit\u00e4t Wien"}]}], "dates": [{"date": "2022-01-12", "type": {"id": "available", "title": {"en": "Available"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "identifiers": [{"identifier": "10.1038/s41467-021-27775-7", "scheme": "doi"}], "related_identifiers": [{"identifier": "10.1038/s41467-021-27775-7", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "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>&nbsp;</h2>\n<p>This dataset contains the source data associated with the publication:</p>\n<p>&ldquo;Selective ligand removal to improve accessibility of active sites in hierarchical MOFs for heterogeneous photocatalysis&rdquo;</p>\n<p>published in Nature Communications.</p>\n<p>The dataset was generated during the synthesis, thermal treatment, characterization, and photocatalytic evaluation of titanium-based hierarchical metal&ndash;organic frameworks (MOFs) with selectively removed ligands and engineered defects.</p>\n<p>The dataset includes raw and processed experimental data for:</p>\n<ul>\n<li>Powder X-ray diffraction (XRD)</li>\n<li>Simulated XRD patterns</li>\n<li>Diffuse Reflectance Infrared Fourier Transform Spectroscopy (DRIFTS)</li>\n<li>Thermogravimetric analysis (TGA)</li>\n<li>In situ temperature- and time-dependent XRD measurements</li>\n<li>In situ DRIFTS measurements</li>\n<li>Density Functional Theory (DFT) calculations</li>\n<li>Photocatalytic hydrogen evolution experiments</li>\n<li>Mixed-ligand MOF characterization and performance analysis</li>\n</ul>\n<p>The Excel workbook is organized into multiple sheets according to characterization technique and experimental condition. 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characterization</li>\n<li>Electrochemical and photocatalytic measurements</li>\n<li>Surface area and porosity analysis</li>\n<li>Experimental source data corresponding to the figures and supplementary information of the publication</li>\n</ul>\n<p>The files are organized according to experiment type and characterization method. 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Code for master thesis: Assessment of road markings at crossing facilities for cyclists and pedestrians regarding right-of-way comprehension and safety perception at non-signalised junctions in Austria", "publisher": "TU Wien", "publication_date": "2026-05-15", "subjects": [{"subject": "road markings"}, {"subject": "right of way"}, {"subject": "traffic safety"}, {"subject": "Austria"}, {"subject": "survey data"}, {"subject": "active mobility"}, {"subject": "urban planning"}, {"subject": "R"}, {"subject": "crossing facilities for cyclists and pedestrians"}, {"subject": "non-signalised junctions"}, {"subject": "safety perception"}, {"subject": "right-of-way comprehension"}, {"subject": "traffic planning"}, {"subject": "vulnerable road users"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Brezina, Tadej", "given_name": "Tadej", "family_name": "Brezina", "identifiers": [{"identifier": "0000-0003-4865-9472", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Leth, Ulrich", "given_name": "Ulrich", "family_name": "Leth", "identifiers": [{"identifier": "0000-0002-1700-6279", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Emberger, G\u00fcnter", "given_name": "G\u00fcnter", "family_name": "Emberger", "identifiers": [{"identifier": "0000-0002-4703-8327", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Brezina, Tadej", "given_name": "Tadej", "family_name": "Brezina", "identifiers": [{"identifier": "0000-0003-4865-9472", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}], "dates": [{"date": "2026-05-15", "type": {"id": "submitted", "title": {"en": "Submitted"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}, {"id": "deu", "title": {"en": "German"}}], "version": "1.0.0", "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"}}, {"id": "gpl-3.0-or-later", "title": {"en": "GNU General Public License v3.0 or later"}, "description": {"en": "Permissions of this strong copyleft license are conditioned on making available complete source code of licensed works and modifications, which include larger works using a licensed work, under the same license. Copyright and license notices must be preserved. Contributors provide an express grant of patent rights."}, "props": {"url": "https://www.gnu.org/licenses/gpl-3.0-standalone.html", "scheme": "spdx"}}], "description": "<h2>Description</h2>\n<p>This repository contains the anonymised survey data and R analysis scripts for the Master's thesis \"Assessment of road markings at crossing facilities for cyclists and pedestrians regarding right-of-way comprehension and safety perception at non-signalised&nbsp;junctions in Austria\" (TU Wien, 2026).</p>\n<h3>Context and methodology</h3>\n<p>The dataset was created as part of a Master's thesis in civil engineering at TU Wien, Research Unit of Transport Planning and Traffic Engineering. The data is based on a survey that examined how road users (cyclists, pedestrians, and car drivers) understand right-of-way rules and perceive safety at non-signalised junctions in Austria depending on the type of road markings present. Respondents were shown 3D visualised images of crossing scenarios from the perspective of a car driver, a cyclist or a pedestrian and asked whether they had right of way and how safe they felt. The survey was conducted online and distributed in Austria. For further details on the survey structure, please refer to the master thesis (see related works).&nbsp;</p>\n<h3>Technical details</h3>\n<p>The repository contains three versions of the anonymised dataset (RDS, SAV/SPSS, CSV) and a set of R scripts for the full analysis pipeline. The R scripts require R &ge; 4.3 and the packages listed in the README. Moreover, the README contains any relevant info to run the code, contact infos, citation and licence details. The main entry point is main.R, which sources all analysis scripts in order. Output figures are written to output/figures/ and tables to output/tables/. A bilingual codebook (German and English; input/bilingual_codebook.csv) documents all variable names and factor levels and aids as translation aid for the German questionnaire into English. The CSV format strips SPSS metadata; the bilingual-codebook should be consulted when using it.&nbsp;</p>\n<h3>Further details</h3>\n<p>Raw response data including IP addresses, email addresses, and open-text fields were processed and anonymised prior to publication. Only the anonymised dataset is included. 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"props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}, {"id": "mit", "title": {"en": "MIT License"}, "description": {"en": "A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code."}, "props": {"url": "https://opensource.org/licenses/MIT", "scheme": "spdx"}}], "description": "<p>Supplemental dataset for the paper &ldquo;A Two-Stage Constraint Programming Approach for Artificial Teeth Scheduling&rdquo;, accepted for publication at the <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">32nd International Conference on Principles and Practice of Constraint Programming</span></span>. Conference information is available at <a class=\"decorated-link\" href=\"https://cp2026.a4cp.org/\" rel=\"noopener\">CP 2026 conference website</a>. A link to the open-access publication will be added once the paper becomes publicly available.</p>\n<h1>Dataset Contents</h1>\n<p>The dataset contains the complete implementation and experimental material used for the two-stage constraint programming approach presented in the paper. The main entry point is the <code>2stage_solver.py</code> script, which orchestrates the full workflow across both optimization stages.</p>\n<p>The <code>stage1/</code> directory contains all resources required for the first stage of the approach, including scripts, benchmark instances, MiniZinc models (<code>.mzn</code> files), and the column generation solver implementation. The <code>stage2/</code> directory contains the corresponding scripts, benchmark instances, and MiniZinc models for the second stage of the scheduling process.</p>\n<p>Experimental outcomes discussed in the publication are summarized in the <code>results/</code> directory. Detailed information regarding solver settings, software versions, hardware configuration, and parameterization is documented in the paper itself.</p>\n<p>Configuration templates for reproducing experiments and running customized executions are provided in the <code>configs/</code> directory.</p>\n<h1>Software Requirements</h1>\n<p>Reproducing the experiments and running the provided solvers requires the following software environment:</p>\n<ul>\n<li>Python version 3.11 or newer, available from <a class=\"decorated-link\" href=\"https://www.python.org/\" rel=\"noopener\">Python</a></li>\n<li>MiniZinc version 2.9.5 or newer, available from <a class=\"decorated-link\" href=\"https://www.minizinc.org/\" rel=\"noopener\">MiniZinc</a>. MiniZinc command-line tools must be accessible through the system <code>PATH</code> environment variable.</li>\n<li>Gurobi version 9 or newer, available from <a class=\"decorated-link\" href=\"https://www.gurobi.com/\" rel=\"noopener\">Gurobi Optimizer</a>, together with the <code>gurobipy</code> Python package.</li>\n</ul>\n<h1>Usage and Licensing</h1>\n<p>Detailed instructions for installing dependencies and executing the solver pipeline are provided in the <code>README.txt</code> file included in the dataset.</p>\n<p>All data is licensed under the CC BY 4.0 license. All source code is distributed under the MIT License. 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"name": "Istanbul K\u00fclt\u00fcr University", "identifiers": [{"identifier": "05jvrwv37", "scheme": "ror"}, {"identifier": "grid.411774.0", "scheme": "grid"}, {"identifier": "0000 0001 2309 1070", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Poszvek, G\u00fcnther", "given_name": "G\u00fcnther", "family_name": "Poszvek", "identifiers": [{"identifier": "0000-0001-8435-564X", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Prie\u00dfnitz, Markus", "given_name": "Markus", "family_name": "Prie\u00dfnitz", "identifiers": [{"identifier": "0000-0002-8600-6723", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Bleicher, Friedrich", "given_name": "Friedrich", "family_name": "Bleicher", "identifiers": 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credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Abstract</h2>\n<p>This poster demonstrates the high-fidelity digital transformation of traditional sculptures using HandySCAN 3D scanning technology. Optical reference markers were applied to a physical statue to enable accurate dynamic referencing and capture sub-millimeter surface details. The acquired point cloud was processed into a high-resolution 3D mesh and further optimized for downstream manufacturing applications. Two complementary routes were demonstrated: an industrial casting path using the scanned model as a basis for mold preparation and metal casting, and a prototyping path involving slicing, support generation, and FDM 3D printing at reduced scale. The study highlights how reverse engineering and additive manufacturing can bridge classical craftsmanship with modern digital documentation, replication, and sustainable production workflows.<br><br></p>\n<h2>Acknowledgements</h2>\n<p>The authors gratefully acknowledge Hotel Schwarz Alm for providing access to the original Brunnenfigur sculpture used in this project. 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"B\u00f6hm, Johannes", "given_name": "Johannes", "family_name": "B\u00f6hm", "identifiers": [{"identifier": "0000-0002-1208-5473", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "B\u00f6hm, Sigrid", "given_name": "Sigrid", "family_name": "B\u00f6hm", "identifiers": [{"identifier": "0000-0002-9815-183X", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Jaron, Frederic Felix Daniel", "given_name": "Frederic Felix Daniel", "family_name": "Jaron", "identifiers": [{"identifier": "0000-0002-7449-0888", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Kern, Lisa", "given_name": "Lisa", "family_name": "Kern", "identifiers": 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"affiliations": [{"name": "TU Wien"}]}], "related_identifiers": [{"identifier": "10.1051/0004-6361/202245434", "scheme": "doi", "relation_type": {"id": "isdocumentedby", "title": {"en": "Is documented by"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "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": "<h3>Context and methodology</h3>\n<p>Global reference frame solution from Very Long Baseline Interferometry based on IVS data at S/X-band and VGOS until 2026.0. Analyzed with <a href=\"https://vievswiki.geo.tuwien.ac.at/\" rel=\"noopener\">VieVS software package</a>. The methodology of the analysis follows description in <a href=\"https://doi.org/10.1051/0004-6361/202245434\" rel=\"noopener\">Kr&aacute;sn&aacute; et al. (2023)</a>.</p>\n<h3>Technical details</h3>\n<ul>\n<li>DATA START: 1979-08-03T00:00:00</li>\n<li>DATA END: 2025-12-30T00:00:00&nbsp;</li>\n<li>FREQUENCY BANDS: S/X, VGOS</li>\n<li>ANALYSIS CENTER: VIE (TU Wien, Austria)&nbsp;</li>\n<li>CONTACT: Hana Krasna (hana.krasna@tuwien.ac.at)&nbsp;</li>\n<li>SOFTWARE: VieVS v4.0&nbsp;</li>\n<li>TECHNIQUE: VLBI&nbsp;</li>\n<li>DATA ORIGIN: vgosDB databases from IVS data centers&nbsp;</li>\n</ul>\n<h3>Data format</h3>\n<p>Plain ASCII files.</p>\n<h3>Files</h3>\n<ul>\n<li>vie2025_sxvg_CRF.txt: Celestial Reference Frame, source positions are in the J2000 frame, but at the 2015.0 galactic aberration epoch with 5.8 uas/y GA amplitude</li>\n<li>vie2025_sxvg_TRF.txt: Terrestrial Reference Frame, globally adjusted station positions at reference epoch 2020.0 with linear velocity</li>\n<li>vie2025_sxvg_TRFr.txt: simplified format of the TRF (without formal errors, external TRF VieVS input format) which in addition includes mean position of the session-wise reduced telescopes</li>\n<li>vie2025_sxvg_EOP.eoxy.txt:&nbsp;Earth Orientation Parameters, reported is one offset per EOP per session. 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[{"person_or_org": {"type": "personal", "name": "Kaufmann, Hannes", "given_name": "Hannes", "family_name": "Kaufmann"}, "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": "Construct3D for Unreal: source code and reproducibility package", "publisher": "TU Wien", "publication_date": "2026-05-04", "subjects": [{"subject": "mixed reality, immersive learning, geometry education, embodied interaction, dynamic geometry, AI-assisted software engineering, open-source educational software"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "version": "Git release tag: v0.1.3-tlt", "rights": [{"id": "gpl-3.0-or-later", "title": {"en": "GNU General Public License v3.0 or later"}, "description": {"en": "Permissions of this strong copyleft license are conditioned on making available complete source code of licensed works and modifications, which include larger works using a licensed work, under the same license. Copyright and license notices must be preserved. Contributors provide an express grant of patent rights."}, "props": {"url": "https://www.gnu.org/licenses/gpl-3.0-standalone.html", "scheme": "spdx"}}], "description": "<p>Construct3D for Unreal is a VR geometry and CAD application built in Unreal Engine with OpenCascade Technology (OCCT) as its geometry kernel. It is a modern reimplementation of Construct3D, originally developed and published by Hannes Kaufmann.</p>\n<p>It is intended for mixed-reality geometry teaching, guided exploration, and research on embodied learning technologies. The current prototype is most relevant for geometry teachers, learning-technology researchers, and advanced learners in upper-secondary and early-university STEM contexts.</p>\n<p>Background references:</p>\n<ul>\n<li>Construct3D project page: <a href=\"https://www.ims.tuwien.ac.at/projects/construct3d\" rel=\"nofollow noreferrer noopener\">https://www.ims.tuwien.ac.at/projects/construct3d</a></li>\n<li>2004 PhD thesis: <a href=\"https://repositum.tuwien.at/bitstream/20.500.12708/12197/2/Kaufmann%20Hannes%20-%202004%20-%20Geometry%20education%20with%20augmented%20reality.pdf\" rel=\"nofollow noreferrer noopener\">https://repositum.tuwien.at/bitstream/20.500.12708/12197/2/Kaufmann%20Hannes%20-%202004%20-%20Geometry%20education%20with%20augmented%20reality.pdf</a></li>\n</ul>\n<p>Related publication:</p>\n<ul>\n<li>Construct3D for Unreal: AI-Assisted Reimplementation of an Embodied Immersive Geometry Learning Environment</li>\n</ul>\n<p>The current codebase and documentation were produced iteratively with AI assistance in 2026 under the direction of Hannes Kaufmann.</p>\n<p>It supports:</p>\n<ul>\n<li>point, curve, surface, and solid construction</li>\n<li>live dependency-driven geometry refresh</li>\n<li>VR interaction with menu-driven tool selection</li>\n<li>save/load and snapshot-based undo/redo</li>\n<li>differential geometry tools such as Frenet frames, curvature constructions, and Dupin indicatrices</li>\n</ul>\n<h1>Reproducibility and Archive Package Notes</h1>\n<p>For public availability within a paper publications, this is the open source of Construct3D for Unreal, which can be found at</p>\n<p>https://gitlab.tuwien.ac.at/hannes.kaufmann/construct3d-for-unreal</p>\n<p>The version archived here has Git release tag: v0.1.1-tlt</p>\n<p>and requires</p>\n<ul>\n<li>Unreal Engine <code>5.7.4</code></li>\n<li>Windows development with Visual Studio 2022</li>\n<li>OpenCascade 8.0 installed either under the expected project-local&nbsp;<code>ThirdParty</code> path or via the configured environment / fallback paths</li>\n<li>Meta XR Plugin <code>201.0</code> and Meta XR Interaction SDK <code>201.0</code>, downloaded from the official Meta sources and installed locally via Plugins/Install-MetaXRPlugins.ps1\n<p>For the full first-time setup process, including OpenCascade installation details, see:</p>\n<ul>\n<li><code>Docs/Setup.md</code></li>\n</ul>\n</li>\n</ul>\n<p>This file summarizes what should be included in the public artifact snapshot for Construct3D for Unreal and what must stay out of the archive for licensing or practical reasons.</p>\n<h2>Include In The Public Archive</h2>\n<ul>\n<li><code>Source/</code></li>\n<li><code>Config/</code></li>\n<li><code>Content/</code></li>\n<li><code>Docs/</code></li>\n<li><code>Plugins/Install-MetaXRPlugins.ps1</code></li>\n<li><code>Plugins/README.md</code></li>\n<li><code>Plugins/OfficialPackages/README.md</code></li>\n<li><code>Construct3D_for_Unreal.uproject</code></li>\n<li><code>README.md</code></li>\n<li><code>CONTRIBUTING.md</code></li>\n<li><code>LICENSE</code></li>\n<li><code>REPRODUCIBILITY.md</code></li>\n<li>optional validation notes, sample saved scenes, and supplementary video material</li>\n</ul>\n<h2>Exclude From The Public Archive</h2>\n<ul>\n<li><code>Plugins/OfficialPackages/*.zip</code></li>\n<li><code>Plugins/MetaXR/</code></li>\n<li><code>Plugins/MetaXRInteraction/</code></li>\n<li><code>Media/</code></li>\n<li><code>Binaries/</code></li>\n<li><code>DerivedDataCache/</code></li>\n<li><code>Intermediate/</code></li>\n<li><code>Saved/</code></li>\n<li><code>.vs/</code></li>\n</ul>\n<h2>Local Dependency Expectations</h2>\n<p>The public archive assumes that users download the validated Meta XR packages from the official Meta sources, place them under&nbsp;<code>Plugins/OfficialPackages/</code>, and then run&nbsp;<code>Plugins/Install-MetaXRPlugins.ps1</code>.</p>\n<p>The validated filenames are:</p>\n<ul>\n<li><code>UnrealMetaXRPlugin.201.0.zip</code></li>\n<li><code>MetaXRInteractionPackage.201.0.0.zip</code></li>\n</ul>\n<p>The validated OpenCascade target version is&nbsp;<code>8.0</code>.</p>\n<p>&nbsp;</p>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": 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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"}}, {"title": {"en": "MoRE Developer GUI license"}, "description": {"en": "The MoRE-Developer graphical user interface is property of COS Geoinformatik GmbH & Co. KG. Redistribution is only allowed with the permission of COS Geoinformatik GmbH & Co. KG, Karlsruher Str. 10b, 76275 Ettlingen, Germany, www.cosgeo.de, Phone: +49 7243 3241-11, email: armin.canzler@cosgeo.de."}}], "description": "<h1>MoRE model for PFAS emissions into surface waters in the upper Danube basin</h1>\n<p>This record contains a SQLite database driven emission model for modelling PFAS emissions into surface waters of the upper Danube basin, and a collection of flowcharts in PDF (and <a href=\"https://en.wikipedia.org/wiki/PDF/A\">PDF/A</a>) format demonstrating the model setup processes.</p>\n<h2>Background</h2>\n<p>The model system MoRE (Modeling of Regionalized Emissions) was initially developed by the Karlsruhe Institute of Technology (KIT) in cooperation with the German Federal Environment Agency. It is based on the MONERIS model system. MoRE was developed as a tool in an open source environment for modelling substance emissions into surface waters for a wide range of substances with relevance for water quality (Fuchs et al. 2017).</p>\n<p>In the EU Project \"<a href=\"https://promisces.eu/\">PROMISCES</a>\", MoRE model was adapted for modelling of PFAS at the Upper Danube Basin. A version in align with the project's <a href=\"https://doi.org/10.5281/zenodo.14789119\">Guidance Document</a> has been published before (v.1.0): <a href=\"https://doi.org/10.48436/wg9dy-r9r31\" rel=\"noopener\">https://doi.org/10.48436/wg9dy-r9r31</a></p>\n<p>The model released here is an updated version with serves on the purpose for publication. Compared to the previous model, datasets for substance-specific input data have been largely updated, as well as datasets for validation, therefore resulting in different results.</p>\n<h2>Description of the model</h2>\n<p>The modelling in MoRE is carried out as a regionalized pathway analysis. The substance emissions are modelled with temporal and spatial differentiation via various emission <strong>pathways, </strong>as indicated in the EU Guidance Document No 28 (EC 2012) for tier 3 for establishing an inventory of emissions. The temporal resolution of the model are annual time steps and the spatial resolution is 526 sub-catchments with a median size of 229 km&sup2;.</p>\n<p>In the version published here, the model was adapted for modelling of PFAS at the Upper Danube Basin with additional emission pathways were implemented, which might be significant for PFAS and other pathways with less significance for this substance group were simplified and grouped together. Thus, the model contains now the following pathways:</p>\n<p><strong>Point pathways:</strong></p>\n<ul>\n<li>WWTP: P8 Urban wastewater treatment plants</li>\n<li>ID: P10a Treated industrial wastewater</li>\n<li>ID: P10b Direct wastewater discharge from the Gendorf industrial park</li>\n</ul>\n<p><strong>Diffuse pathways:</strong></p>\n<ul>\n<li>AD: P1 Atmospheric deposition directly onto surface water</li>\n<li>ER: P2 Erosion</li>\n<li>SR: P3 Surface runoff from unsealed areas</li>\n<li>GW: P4a Groundwater - background contamination</li>\n<li>GW: P4b Groundwater - legacy pollution from the Gendorf industrial park</li>\n<li>GW: P4c Groundwater - unidentified legacy pollution</li>\n<li>US: P7a Stormwater from separate sewer systems</li>\n<li>US: P7b Combined sewer overflows&nbsp;</li>\n<li>NSS: P9 Treated and untreated wastewater discharge from individual households</li>\n</ul>\n<p>Due to the <strong>flexible structure</strong> of MoRE, new substances and emission pathways can be integrated at any time, provided that the necessary input data are available and modelling can be carried out in a reasonable way. In addition, MoRE offers the possibility to modify existing calculation approaches and to test different input data sets by comparing them. For this purpose, different <strong>variants</strong> can be created. In the version here three model variants for the current state were implemented to represent the uncertainty in the model input data:</p>\n<ul>\n<li>Base variant: Based on the median evaluation of environmental concentrations this variant should present the most likely model outcome. If more than 80% of the environmental concentrations were measured as below the analytical limit of quantitation (LOQ), or less than 3 concentrations were observed above the LOQ, half value of the LOQ was used as input data.</li>\n<li>Best-Case: This variant is based on the 25<sup>th</sup> percentile of environmental concentrations and represents a best-case evaluation with rather low pollution. If more than 80% of the environmental concentrations were measured as below the LOQ, or less than 3 concentrations were observed above the LOQ, 0 was used as input data.</li>\n<li>Worst-Case: This variant is based on the 75<sup>th</sup> percentile of environmental concentrations and represents a worst-case evaluation with rather high pollution. If more than 80% of the environmental concentrations were measured as below the LOQ, or less than 3 concentrations were observed above the LOQ, the value of the LOQ was used as input data.</li>\n</ul>\n<h2>References</h2>\n<p><a name=\"_CTVL0014f85d7ecb89843a5b3b40ed5bc26bce3\"></a>EC (2012), European Commission: Guidance Document No. 28. Technical guidance on the preparation of an inventory of emissions, discharges and losses of priority and priority hazardous substances, 1st edn. Common implementation strategy for the Water Framework Directive (2000/60/EC), vol 058. ISBN: 978-92-79-23823-9. European Commission, Brussels</p>\n<p><a name=\"_CTVL0011f353f0febcc4267884c61c7d865f51d\"></a>Fuchs S, Kaiser M, Kiemle L, Kittlaus S, Rothvo&szlig; S, Toshovski S, Wagner A, Wander R, Weber T, Ziegler S (2017): Modeling of Regionalized Emissions (MoRE) into Water Bodies: An Open-Source River Basin Management System. Water 9:239. https://doi.org/10.3390/w9040239</p>\n<h2>Technical details</h2>\n<p>The MoRE model system is based on an open source PostgreSQL or SQLite database, a generic calculation engine and the MoRE Developer user interface, which can be used to read, modify and extend the contents of the database. All computations are performed by the calculation engine, which is controlled via the user interface. The modelling results can be exported as tables via the MoRE Developer user interface and the results can be used in GIS for mapping. Users can work with MoRE in two different ways: on the basis of a multi-user access in a PostgreSQL database via the Internet or as a stand-alone application on the PC.</p>\n<p>Here the SQLite based version is provided as an executable in a zip file. After extraction from the zip file the executable (.exe file) can be started on a Windows operating system (Windows 10 and 11 tested).</p>\n<p>More information on how to use MoRE can be found in the&nbsp;<a href=\"https://more.iwu.kit.edu/wiki-en-neu\" rel=\"noopener\">MoRE documentation wiki</a></p>\n<h2><strong>Licensing</strong></h2>\n<p><a name=\"_Hlk175561325\"></a><a name=\"_Hlk175560686\"></a>The MoRE-Developer graphical user interface is property of COS Geoinformatik GmbH &amp; Co. KG. Redistribution is only allowed with the permission of COS Geoinformatik GmbH &amp; Co. KG, Karlsruher Str. 10b, 76275 Ettlingen, Germany,&nbsp;<a href=\"http://www.cosgeo.de\">www.cosgeo.de</a>, Phone: +49 7243 3241-11, email: <a href=\"mailto:armin.canzler@cosgeo.de\">armin.canzler@cosgeo.de</a>.</p>\n<p>The MoRE calculation engine (MoRE Rechenkern.dll) is licensed under a GNU Affero General Public License, Version 3 (AGPL V3.0 <a href=\"http://www.gnu.org/licenses/agpl.html\">http://www.gnu.org/licenses/agpl.html</a>).</p>\n<p>The content of the database, if not differently stated in the data itself is licensed under a Creative Commons Attribution Share Alike 4.0 International license (CC BY-SA 4.0 https://creativecommons.org/licenses/by-sa/4.0/).</p>", "funding": [{"funder": {"id": "00k4n6c32", "name": "European Commission"}, "award": {"number": "101036449", "title": {"en": "PROMISCES: Preventing Recalcitrant Organic Mobile Industrial chemicalS for Circular Economy in the Soil-sediment-water system"}, "identifiers": [{"identifier": "https://promisces.eu/", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "until": "2025-12-31", "reason": "This model is currently under embargo to allow for the completion and peer review of a related research publication based on the model results. 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Copyright and license notices must be preserved. Contributors provide an express grant of patent rights."}, "props": {"url": "https://www.gnu.org/licenses/gpl-3.0-standalone.html", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<p>This dataset was developed within the field of Additive Manufacturing (AM), specifically focusing on Multi-Material Stereo Lithography (MMSL). It investigates the mechanical behavior of heterogeneous cellular structures fabricated using a modified MMSL platform. The dataset provides the experimental base for how different topologies and material distributions influence mechanical properties. The dataset was created through the following workflow:</p>\n<ol>\n<li><strong>Design:&nbsp;</strong>60 unique combinations where considered in the design space, 20 of them have been selected for the following training steps, 4 for the validation. The selection methodology is part of this dataset.&nbsp;</li>\n<li><strong>Fabrication:&nbsp;</strong>Specimens were printed on the MMSL machine with two distinct photopolymers.</li>\n<li><strong>Testing:&nbsp;</strong>Tensile tests were performed on an Zwick Z050, the unfiltered results are available in this dataset.&nbsp;</li>\n<li><strong>Prediction:</strong> Results of tensile tests were used to build models and predict the results of all 60 unique combinations.</li>\n<li><strong>Validation:&nbsp;</strong>Predictions were compared agains the later tested validation set.&nbsp;</li>\n</ol>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset is split into 4 sections: Boundary Represented Geometries (B-rep), Voxel Represented Geometries (V-rep), Results and R-Processing</li>\n<li>The B-rep geometries can be opened with any compatible software, as unit for the .STL files mm was utilized. The V-rep files can be opened layer per layer with any image viewer. Results are available for Microsoft Excel. The processing files are written in R and can be inspected by any text-editor or executed with R-Studio.&nbsp;</li>\n</ul>\n<h3>Further details</h3>\n<ul>\n<li>If you use the dataset, please cite the original paper!</li>\n</ul>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 4, "total_bytes": 22609899, "entries": {"V-rep.zip": {"id": "e19dd21e-d1fb-4631-87a3-2852d1ac807d", "checksum": "md5:11dc814c1eb7437fd3bc07f740261682", "ext": "zip", "size": 1133937, "mimetype": "application/zip", "key": "V-rep.zip", "metadata": {}, "access": {"hidden": false}}, "B-rep.zip": {"id": "63f58402-0453-449a-9327-5210a3ef301b", "checksum": "md5:6bf7161450cf6accfcc5d8782d04bbc5", "ext": "zip", "size": 1368578, "mimetype": "application/zip", "key": "B-rep.zip", "metadata": {}, "access": {"hidden": false}}, "Results.zip": {"id": "1dd473b0-863a-4fbf-9d6f-a45723f42135", 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"family_name": "F\u00f6rster", "identifiers": [{"identifier": "0009-0006-2614-6325", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "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": "Supplementary Material for diploma thesis: Parameter analysis on tramway networks with OpenStreetMap", "publisher": "TU Wien", "publication_date": "2026-04-16", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?2.1", "subject": "Civil engineering", "scheme": "FOS"}, {"subject": "diploma thesis"}, {"subject": "tramway"}, {"subject": "curviness"}, {"subject": "average speed"}, {"subject": "OpenStreetMap"}, {"subject": "stop spacing"}, {"subject": "urban morphology"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Lagler, Markus", "given_name": "Markus", "family_name": "Lagler", "identifiers": [{"identifier": "0000-0002-8318-0283", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "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": "Brezina, Tadej", "given_name": "Tadej", "family_name": "Brezina", "identifiers": [{"identifier": "0000-0003-4865-9472", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "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": "Emberger, G\u00fcnter", "given_name": "G\u00fcnter", "family_name": 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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"}}, {"id": "mit", "title": {"en": "MIT License"}, "description": {"en": "A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code."}, "props": {"url": "https://opensource.org/licenses/MIT", "scheme": "spdx"}}], "description": "<h1>Supplementary Material for diploma thesis:<br>Parameter analysis on tramway networks with OpenStreetMap</h1>\n<p>This dataset contains the supplementary material as described in the diploma thesis: Parameter analysis on tramway networks with OpenStreetMap.</p>\n<p>Some of the raw data is not included, since this data can be easily redownloaded from OSM. The timetable data is not included to avoid any legal difficulties concerning different licences. However the sources are documented in the thesis, so a redownload should be possible.</p>\n<h2>File overview</h2>\n<ul>\n<li><em>building_data.json</em>: the final dataset. Contains all the needed information as described in the diploma thesis. Licensed under CC BY-SA 4.0.</li>\n<li>data.zip (licensed under CC BY-SA 4.0):\n<ul>\n<li>a folder for each city\n<ul>\n<li>buildings-Folder: used to store information on buildings derived from OpenStreetMap (OSM)</li>\n<li>orientations-Folder: used to store information for the orientation-analysis in graphml-Format</li>\n<li>osm-Folder: containing the processed results from the Analysis on OSM</li>\n<li>results-folder: contains the pictures for each city as shown in Appendix A of the thesis</li>\n<li>timetable-Folder: used to store the GTFS data for the given city\n<ul>\n<li>results: containing the processed results of the timetable analysis<br>&nbsp;</li>\n</ul>\n</li>\n<li><em>station-matching.csv</em>: Connects stations from timetables to stations from OSM<br><br></li>\n</ul>\n</li>\n<li><em>cities.csv</em>: contains all the cities to analyze and some initial data</li>\n<li><em>orientations.csv</em>: contains all information for calculating the Orientation-Order-Index<br><br></li>\n</ul>\n</li>\n<li>code.zip (licensed under MIT) - written in <code>Python 3.12</code>:\n<ul>\n<li>curvy: code to download and process OSM data</li>\n<li>diplomarbeit: code to process timetable data and consolidate all information</li>\n<li><em>main.py</em>: script to run the whole package</li>\n<li><em>Auswertung.ipynb</em>: Notebook to analyze data<br><br></li>\n<li><em>requirements.txt</em>: contains needed Python packages</li>\n<li><em>pyproject.toml</em>: contains infomation for the environment.</li>\n<li><em>README.md</em>: Readme file with information on how to run the code.</li>\n</ul>\n</li>\n</ul>\n<h2>building_data.json</h2>\n<p>The File contains the necessary information for every relation as described in the thesis. The file contains the following data fields:</p>\n<table>\n<tbody>\n<tr>\n<td><strong>Name of the field</strong></td>\n<td><strong>Unit</strong></td>\n<td><strong>Description</strong></td>\n</tr>\n<tr>\n<td>line_name</td>\n<td>&nbsp;</td>\n<td>Name of the Relation in OSM (OSM tag:&nbsp;<code>name</code>)</td>\n</tr>\n<tr>\n<td>line_number</td>\n<td>&nbsp;</td>\n<td>Number of the Relation in OSM (OSM tag: <code>ref</code>)</td>\n</tr>\n<tr>\n<td>from</td>\n<td>&nbsp;</td>\n<td>Starting Point of the OSM relation (OSM tag: <code>from</code>)</td>\n</tr>\n<tr>\n<td>to</td>\n<td>&nbsp;</td>\n<td>Destination of the OSM relation (OSM tag: <code>to</code>)</td>\n</tr>\n<tr>\n<td>distance</td>\n<td>km</td>\n<td>Length of the OSM relation as calculated by the Code</td>\n</tr>\n<tr>\n<td>curvature</td>\n<td>gon/km</td>\n<td>Curviness of the OSM relation</td>\n</tr>\n<tr>\n<td>height_up</td>\n<td>m/km or <span class=\"box\">&permil;</span></td>\n<td>Average ascend of OSM relation</td>\n</tr>\n<tr>\n<td>height_down</td>\n<td>m/km or <span class=\"box\">&permil;</span></td>\n<td>Average descend of OSM relation</td>\n</tr>\n<tr>\n<td>gauge</td>\n<td>mm</td>\n<td>\n<p>Gauge of tracks on OSM relation (None if multiple gauges given in OSM,<br>OSM tag:&nbsp;<code>gauge</code>)</p>\n</td>\n</tr>\n<tr>\n<td>gtfs_first_stop_name</td>\n<td>&nbsp;</td>\n<td>Name of the first stop in the GTFS trip</td>\n</tr>\n<tr>\n<td>gtfs_last_stop_name</td>\n<td>&nbsp;</td>\n<td>Name of the last stop in the GTFS trip</td>\n</tr>\n<tr>\n<td>route_short_name</td>\n<td>&nbsp;</td>\n<td>Short Name of GTFS line (usually the number of the Line)</td>\n</tr>\n<tr>\n<td>trip_speed</td>\n<td>km/h</td>\n<td>Average trip speed calculated from GTFS data</td>\n</tr>\n<tr>\n<td>first_stop_name</td>\n<td>&nbsp;</td>\n<td>Name of the first stop after merging OSM and timetable data</td>\n</tr>\n<tr>\n<td>last_stop_name</td>\n<td>&nbsp;</td>\n<td>Name of the last stop after merging OSM and timetable data</td>\n</tr>\n<tr>\n<td>number_trips</td>\n<td>&nbsp;</td>\n<td>Number of observed trips in GTFS data</td>\n</tr>\n<tr>\n<td>avg_dist</td>\n<td>m</td>\n<td>Average Distance between stations from GTFS data</td>\n</tr>\n<tr>\n<td>avg_time</td>\n<td>s</td>\n<td>Average time between stops at stations from GTFS data</td>\n</tr>\n<tr>\n<td>city</td>\n<td>&nbsp;</td>\n<td>City name</td>\n</tr>\n<tr>\n<td>Country</td>\n<td>&nbsp;</td>\n<td>Human-readable country name</td>\n</tr>\n<tr>\n<td>ISO3166</td>\n<td>&nbsp;</td>\n<td>ISO 3166-alpha 2 Code of the country</td>\n</tr>\n<tr>\n<td>Stadt</td>\n<td>&nbsp;</td>\n<td>Human-readable city name</td>\n</tr>\n<tr>\n<td>machine_readable</td>\n<td>&nbsp;</td>\n<td>Machine-readable city name (used in folder names)</td>\n</tr>\n<tr>\n<td>OSM-Name</td>\n<td>&nbsp;</td>\n<td>Name to query OSM (via the Nominatim Service)</td>\n</tr>\n<tr>\n<td>GTFS-Provider</td>\n<td>&nbsp;</td>\n<td>Code to identify the timetable-provider</td>\n</tr>\n<tr>\n<td>Buffer_Width</td>\n<td>m</td>\n<td>Width of the Buffer to calculate the building densities on</td>\n</tr>\n<tr>\n<td>H0_strasse</td>\n<td>Nat</td>\n<td>\n<div class=\"t m0 xa h8 y97 ff5 fs6 fc1 sc0 ls3 ws12a\"><span class=\"fc3 ws6a\"><span class=\"fc1 ws12b\"><span class=\"ws12c\">Entropy of the </span></span></span>unweighted / simplified street orientations</div>\n</td>\n</tr>\n<tr>\n<td>H0_tram</td>\n<td>Nat</td>\n<td><span class=\"fc3 ws6a\"><span class=\"fc1 ws12b\"><span class=\"ws12c\">Entropy of the </span></span></span>unweighted / simplified tram orientations</td>\n</tr>\n<tr>\n<td>phi_street</td>\n<td>&nbsp;</td>\n<td>Orientation-order of the street network</td>\n</tr>\n<tr>\n<td>phi_tram</td>\n<td>&nbsp;</td>\n<td>Orientation-order of the tram network</td>\n</tr>\n<tr>\n<td>region</td>\n<td>&nbsp;</td>\n<td>Region to categorize the cities based on the CIA World Factbook</td>\n</tr>\n<tr>\n<td>rho_b</td>\n<td>m&sup2;/m&sup2; or %</td>\n<td>Building densities along the relation</td>\n</tr>\n<tr>\n<td>geometry</td>\n<td>&nbsp;</td>\n<td>Line geometry in the coordinate reference system EPSG:4326</td>\n</tr>\n</tbody>\n</table>\n<h2>data.zip</h2>\n<h3>City-Folders</h3>\n<p>Each folder is an excerpt of the working directory used to calculate the desired information. Some of the folders may be empty, since the Information used in the thesis is contained in <em>building_data.json</em>. These empty directories were used to store information, which can be downloaded from the sources provided in the thesis.</p>\n<p><strong>station_matching.csv</strong>: Links OSM and Timetabledata</p>\n<h3>cities.csv</h3>\n<p>This file is the starting point for the analysis. The code tries to read the file and attempts to gain and process the needed data for each city. Some of the fields can be populated using the functions in code/diplomarbeit/utils.py.</p>\n<h3>orientations.csv</h3>\n<p>Contains the results of the calculations using the OSMnx Package for the Orientation-Order-Index.</p>\n<h2>code.zip</h2>\n<p>Contains all the necessary Python code to calculate the information given in <code>building_data.json</code> and the file requirements.txt, which lists the necessary Python packages.</p>\n<p>&nbsp;</p>\n<h2>Attribution</h2>\n<p><a title=\"OpenStreetMap\" href=\"https://openstreetmap.org/copyright\" rel=\"noopener\">OpenStreetMap contributors - OpenStreetMap</a></p>\n<p><a title=\"Steinwidder, P. (2023)\" href=\"https://doi.org/10.34726/hss.2024.110716\" rel=\"noopener\">Steinwidder, P. (2023). Bewertungsverfahren zur Analyse der Reisegeschwindigkeit von Stra&szlig;enbahnen [Diploma Thesis, Technische Universit&auml;t Wien]</a></p>\n<p><a title=\"Bettinger, T., Leibner, P. and Schindler, C. (2023)\" href=\"https://doi.org/10.1177/09544097221106851\" rel=\"noopener\">Bettinger, T., Leibner, P. and Schindler, C. (2023) 'Horizontal curvature estimation of tram tracks using OpenStreetMap', Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, 237(3)</a></p>\n<p><a title=\"Boeing, G. (2025)\" href=\"https://doi.org/10.1111/gean.70009\" rel=\"noopener\">Boeing, G. (2025). Modeling and Analyzing Urban Networks and Amenities with OSMnx. Geographical Analysis 57 (4), 567-577</a></p>\n<p><a title=\"Louren&ccedil;o, J.R. (2021)\" href=\"https://github.com/Jorl17/open-elevation\" rel=\"noopener\">Louren&ccedil;o, J.R. (2021) Open-Elevation [Software]</a></p>\n<p><a title=\"SRTM (2008)\" href=\"https://srtm.csi.cgiar.org\" rel=\"noopener\">Jarvis, A., Reuter, H.I., Nelson, A. and Guevara, E. (2008) Hole-filled seamless SRTM data V4.</a></p>\n<p>&nbsp;</p>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 3, "total_bytes": 266316551, "entries": {"building_data.json": {"id": "c5e7e395-210a-43f2-b20a-33a7abded307", "checksum": "md5:355cc488035580020a01440065635501", "ext": "json", "size": 25347462, "mimetype": "application/json", "key": "building_data.json", "metadata": {}, "access": {"hidden": false}}, "code.zip": {"id": "9ccd68cd-bd85-4183-86ac-7e55dddbd41d", "checksum": "md5:d1e8645d4424daf5f6cc734de62d24fb", "ext": "zip", "size": 4896319, "mimetype": "application/zip", "key": "code.zip", "metadata": {}, "access": {"hidden": false}}, "data.zip": {"id": "f394ac3a-38cf-4e07-9cc3-966a836a1c06", "checksum": "md5:57fb0597b490b1b2ba2dc828de6a8092", "ext": "zip", "size": 236072770, "mimetype": "application/zip", "key": "data.zip", "metadata": 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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 1970 and 1971 (originial image data (c) 1970/71 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_7071_v1.las: Original pointcloud from the featured based matching of the nadir images.</p>\n<p>KT_7071_v1_pdens1.tif: Density of the feature based points per square meter. 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"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": [{"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, Botanists). 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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. 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"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). 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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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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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"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": 38, "unique_views": 36, "downloads": 5, 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"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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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": 39, "unique_views": 38, "downloads": 27, "unique_downloads": 22, "data_volume": 149580436.0}, "all_versions": {"views": 39, "unique_views": 38, "downloads": 27, "unique_downloads": 22, "data_volume": 149580436.0}}}, {"id": "qb0yn-f0n03", "created": "2026-04-21T15:31:42.003144+00:00", "updated": "2026-04-21T15:31:42.229227+00:00", "links": {"self": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03", "self_html": "https://researchdata.tuwien.at/records/qb0yn-f0n03", "preview_html": "https://researchdata.tuwien.at/records/qb0yn-f0n03?preview=1", "doi": "https://doi.org/10.48436/qb0yn-f0n03", "self_doi": "https://doi.org/10.48436/qb0yn-f0n03", "self_doi_html": "https://researchdata.tuwien.at/doi/10.48436/qb0yn-f0n03", "reserve_doi": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/draft/pids/doi", "parent": "https://researchdata.tuwien.at/api/records/s3sad-9sw72", "parent_html": "https://researchdata.tuwien.at/records/s3sad-9sw72", "parent_doi": "https://doi.org/10.48436/s3sad-9sw72", "parent_doi_html": "https://researchdata.tuwien.at/doi/10.48436/s3sad-9sw72", "self_iiif_manifest": "https://researchdata.tuwien.at/api/iiif/record:qb0yn-f0n03/manifest", "self_iiif_sequence": "https://researchdata.tuwien.at/api/iiif/record:qb0yn-f0n03/sequence/default", "files": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/files", "media_files": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/media-files", "latest": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/versions/latest", "latest_html": "https://researchdata.tuwien.at/records/qb0yn-f0n03/latest", "versions": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/versions", "draft": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/draft", "access_links": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/access/links", "access_grants": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/access/grants", "access_users": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/access/users", "access_request": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/access/request", "access": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/access", "communities": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/communities", "communities-suggestions": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/communities-suggestions", "requests": "https://researchdata.tuwien.at/api/records/qb0yn-f0n03/requests"}, "revision_id": 6, "parent": {"id": "s3sad-9sw72", "access": {"owned_by": {"user": "402"}, "settings": {"allow_user_requests": true, "allow_guest_requests": true, "accept_conditions_text": null, "secret_link_expiration": 30}}, "communities": {"ids": ["b675c403-43a9-481c-af5c-757c470fc712"], "default": "b675c403-43a9-481c-af5c-757c470fc712", "entries": [{"id": "b675c403-43a9-481c-af5c-757c470fc712", "created": "2025-06-26T13:16:12.108774+00:00", "updated": "2025-07-22T11:07:03.441648+00:00", "links": {}, "revision_id": 9, "slug": "e-laute", "metadata": {"title": "E-LAUTE", "type": {"id": "project", "title": {"de": "Projekt", "en": "Project"}}, "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, 3v_2_Hulcuva_Barbora.mp3", "metadata": {}, "access": {"hidden": false}}, "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.wav": {"id": "96dfdc18-885f-46d3-aedc-e53408b4bcb1", "checksum": "md5:f08f474194fefa8ee4179ab312b1b1a2", "ext": "wav", "size": 162719016, "mimetype": "audio/vnd.wave", "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, 3v_2_Hulcuva_Barbora.wav", "metadata": {}, "access": {"hidden": false}}, "A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03_metadata.json": {"id": "bf0e56e3-9eaf-4c07-a645-e99eed08ac37", "checksum": "md5:a3814d614c982ebb6f32e83ecae3b14c", "ext": "json", "size": 3119, "mimetype": "application/json", "key": "A-Wn_Mus.Hs._41950_n01, A-Wn_Mus.Hs._41950_n02, A-Wn_Mus.Hs._41950_n03_metadata.json", "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": 30, "unique_views": 29, "downloads": 31, "unique_downloads": 13, "data_volume": 1409370748.0}, "all_versions": {"views": 30, "unique_views": 29, "downloads": 31, "unique_downloads": 13, "data_volume": 1409370748.0}}}], "total": 759}, "aggregations": {"access_status": {"buckets": [{"key": "open", "doc_count": 573, "label": "Open", "is_selected": false}, {"key": "restricted", "doc_count": 184, "label": "Restricted", "is_selected": false}, {"key": "embargoed", "doc_count": 1, "label": "Embargoed", "is_selected": false}, {"key": "metadata-only", "doc_count": 1, "label": "Metadata-only", "is_selected": false}], "label": "Access status"}, "file_type": {"buckets": [{"key": "zip", "doc_count": 246, "label": "ZIP", "is_selected": false}, {"key": "json", "doc_count": 128, "label": "JSON", "is_selected": false}, {"key": "mp3", "doc_count": 120, "label": "MP3", "is_selected": false}, {"key": "wav", "doc_count": 120, "label": "WAV", "is_selected": false}, {"key": "pdf", "doc_count": 106, "label": "PDF", "is_selected": false}, {"key": "txt", "doc_count": 52, "label": "TXT", "is_selected": false}, {"key": "xlsx", "doc_count": 52, "label": "XLSX", "is_selected": false}, {"key": "csv", "doc_count": 26, "label": "CSV", "is_selected": false}, {"key": "mei", "doc_count": 26, "label": "MEI", "is_selected": false}, {"key": "md", "doc_count": 20, "label": "MD", "is_selected": false}], "label": "File type"}, "resource_type": {"buckets": [{"key": "dataset", "doc_count": 489, "label": "Dataset", "is_selected": false, "inner": {"buckets": []}}, {"key": "sound", "doc_count": 120, "label": "Audio", "is_selected": false, "inner": {"buckets": []}}, {"key": "presentation", "doc_count": 33, "label": "Presentation", "is_selected": false, "inner": {"buckets": []}}, {"key": "software", "doc_count": 31, "label": "Software", "is_selected": false, "inner": {"buckets": []}}, {"key": "poster", "doc_count": 22, "label": "Poster", "is_selected": false, "inner": {"buckets": []}}, {"key": "image", "doc_count": 15, "label": "Image", "is_selected": false, "inner": {"buckets": []}}, {"key": "model", "doc_count": 15, "label": "Model", "is_selected": false, "inner": {"buckets": []}}, {"key": "report", "doc_count": 13, "label": "Report", "is_selected": false, "inner": {"buckets": []}}, {"key": "other", "doc_count": 8, "label": "Other", "is_selected": false, "inner": {"buckets": []}}, {"key": "text", "doc_count": 4, "label": "Text", "is_selected": false, "inner": {"buckets": []}}], "label": "Resource types"}}, "sortBy": "newest", "page": 1, "links": {"self": "https://researchdata.tuwien.at/api/records?page=1&size=25&sort=newest", "next": "https://researchdata.tuwien.at/api/records?page=2&size=25&sort=newest"}}