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{
"@value": "Data set on the Roman sites of the Area of Interest (AOI) of the PhD project "Roman Rural Landscapes in Noricum" by Dominik Hagmann. The dataset is based on fundamentally revised and modified queries of the archaeological site database ("Fundstellendatenbank") of the Austrian Federal Monuments Office. The sites were defined based on findspots by applying a geostatistical method, using the "Density-based Spatial Clustering of Applications with Noise" algorithm (DBSCAN; after Ester, M., Kriegel, H.-P., Sander, J., & Xu, X. (1996). A density-based algorithm for discovering clusters in large spatial databases with noise. In E. Simoudis, J. Han, & U. Fayyad (Eds.), Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (pp. 226-231). AAAI Press. https://aaai.org/Papers/KDD/1996/KDD96-037.pdf), implemented in QGIS software (https://github.com/qgis/QGIS-Documentation/blob/master/docs/user_manual/processing_algs/qgis/vectoranalysis.rst#dbscan-clustering), as a density-based data clustering method. Each site represents a corresponding number of find spots within a particular search radius. For the real-space location, the findspots were matched with the OpenStreetMap dataset (OSM, obtained from https://download.geofabrik.de/)." "@value": "Fundplatz-ID: Unique numerical identifier of the archaeological site
Mean_X: Mean X-coordinate (EPSG:31256 MGI / Austria GK East; https://epsg.io/31256 or EPSG:4326 WGS 84; https://epsg.io/4326)
Mean_Y: Mean Y-coordinate (EPSG:31256 MGI / Austria GK East; https://epsg.io/31256 or EPSG:4326 WGS 84; https://epsg.io/4326)
Cluster_size: Number of archaeological sites belonging to the same cluster as the current site
OSM_ID: ID of the location corresponding to the archaeological site in the OpenStreetMap dataset
OSM_Name: Qualitative definition of the OSM ID based on the OpenStreetMap dataset
OSM_Kategorie: Assignment to a qualitative land use/land cover category based on the OpenStreetMap dataset
OSM_Typ: Further qualitative characterization of the OSM category based on the OpenStreetMap dataset" "@value": "Datensatz zu den die Fundstellen beinhaltenden römerzeitlichen Fundplätzen der Area of Interest (AOI) des PhD-Projektes "Roman Rural Landscapes in Noricum" von Dominik Hagmann. Der Datensatz basiert auf grundlegend überarbeiteten und modifizierten Abfragen der Fundstellendatenbank des Bundesdenkmalamtes. Die Fundplätze wurden auf Basis der Fundstellen durch Anwendung eines geostatistischen Verfahrens definiert, unter Anwendung des "Density-based Spatial Clustering of Applications with Noise Algorithmus" (DBSCAN; nach Ester, M., Kriegel, H.-P., Sander, J., & Xu, X. (1996). A density-based algorithm for discovering clusters in large spatial databases with noise. In E. Simoudis, J. Han, & U. Fayyad (Hrsg.), Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (S. 226–231). AAAI Press. https://aaai.org/Papers/KDD/1996/KDD96-037.pdf), implementiert in der Software QGIS (https://github.com/qgis/QGIS-Documentation/blob/master/docs/user_manual/processing_algs/qgis/vectoranalysis.rst#dbscan-clustering), als dichtebasierte Datenclusteringmethode. Jeder Fundplatz steht dabei für eine enstprechende Anzahl an Fundstellen innerhalb eines bestimmten Suchradius. Zur realräumlichen Verortung wurden die Fundplätze mit dem OpenStreetMap-Datensatz (OSM, bezogen von https://download.geofabrik.de/) abgeglichen." "@value": "Fundplatz-ID: eindeutiger numerischer Identifikator des Fundplatzes
Mean_X: gemittelte X-Koordinate (EPSG:31256 MGI / Austria GK East; https://epsg.io/31256 respektive EPSG:4326 WGS 84; https://epsg.io/4326)
Mean_Y: gemittelte Y-Koordinate (EPSG:31256 MGI / Austria GK East; https://epsg.io/31256 respektive EPSG:4326 WGS 84; https://epsg.io/4326)
Cluster_size: Anzahl der dem Fundplatz zugehörigen Fundstellen
OSM_ID: ID des dem Fundort entsprechenden Ortes auf Basis des OpenStreetMap-Datensatzes
OSM_Name: Qualitative Definition der OSM-ID auf Basis des OpenStreetMap-Datensatzes
OSM_Kategorie: Zuweisung zu einer qualitativen Landnutzungs-/Landbedeckungskategorie auf Basis des OpenStreetMap-Datensatzes
OSM_Typ: nähere qualitative Charakterisierung der OSM-Kategorie auf Basis des OpenStreetMap-Datensatzes" "@type": "phaidra:ReproductionNote", "@value": "This collection includes CSV-formatted datasets. One dataset employs EPSG:31256 (MGI/Austria GK East; [epsg.io/31256](https://epsg.io/31256)) as its coordinate reference system (CRS) (available at [doi.org/10.25365/phaidra.451](https://doi.org/10.25365/phaidra.451)), while another uses EPSG:4326 (WGS 84; [epsg.io/4326](https://epsg.io/4326)) as its CRS, accessible at [doi.org/10.25365/phaidra.452](https://doi.org/10.25365/phaidra.452)." "@type": "phaidra:Remark", "@value": "The data provided herein is freely available and can be downloaded, shared, and adapted by all users. It is distributed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). Under this license, users are free to copy and redistribute the material in any medium or format, and remix, transform, and build upon the material for any purpose, even commercially, as long as appropriate credit is given, a link to the license is provided, and any changes made are indicated. For further details regarding the terms of this license, please visit the Creative Commons website." "bf:provisionActivity":
[
"@type": "bf:Publication", "@type": "schema:Organization", "@value": "Self-publishing" "@value": "provincial Roman archaeology" "@value": "digital archaeology" "@value": "Roman antiquity" "@value": "rural settlement" "@value": "site registry" "@value": "provinzialrömische Archäologie" "@value": "Digitale Archäologie" "@value": "römische Antike" "@value": "ländliche Besiedlung" "@value": "Fundstellendatenbank" "@value": "Roman Rural Landscapes in Noricum - Sites (CSV)" "@value": "Roman settlement places - open dataset" "@value": "Roman Rural Landscapes in Noricum - Fundplätze (CSV)" "@value": "Römische Siedlungsplätze - open dataset" "@value": "Noricum--Upper Austria--Austria" "@type": "schema:GeoCoordinates", "https://www.geonames.org/8133605" "@value": "Noricum (Roman province)" "@value": "Niederösterreich--Lower Austria--Austria" "@type": "schema:GeoCoordinates", "https://www.geonames.org/2770542" "@value": "Lower Austria" "@value": "ÖFOS 2012 -- GEISTESWISSENSCHAFTEN (6) -- Geschichte, Archäologie (601) -- Geschichte, Archäologie (6010) -- Virtuelle Archäologie (601026)" "@value": "ÖFOS 2012 -- HUMANITIES (6) -- History, Archaeology (601) -- History, Archaeology (6010) -- Virtual archeology (601026)" "@value": "Virtuelle Archäologie" "@value": "Virtual archeology" "@value": "ÖFOS 2012 -- GEISTESWISSENSCHAFTEN (6) -- Geschichte, Archäologie (601) -- Geschichte, Archäologie (6010) -- Archäologie (601003)" "@value": "ÖFOS 2012 -- HUMANITIES (6) -- History, Archaeology (601) -- History, Archaeology (6010) -- Archaeology (601003)" "@value": "Roman Antiquity" "https://pid.phaidra.org/vocabulary/GXS7-ENXJ" "https://zenodo.org/communities/rrln/" "frapo:hasFundingAgency":
[
"@type": "frapo:FundingAgency", "@value": "University of Vienna" "@value": "The characteristics of the Roman period settlement in the hinterland of certain parts of the former province of Noricum are hardly known, for various reasons. Above all, this becomes clear in comparison with other areas of the Roman Empire, such as the provinces of Raetia or Britannia. From this situation grew the idea to continue the research of rural settlement activities in the northern area of the former Roman province of Noricum in a selected area of investigation by the dissertation project "Roman Rural Landscapes in Noricum: Archaeological Studies on Roman Settlements in the Hinterland of Northern Noricum" (RRLN)." "@value": "Roman Rural Landscapes in Noricum" "@value": "10.25365/phaidra.453" "@type": "aiiso:ResearchGroup", "https://pid.phaidra.org/univie-org/9Y9F-A1C7" "@value": "Forschungsverbund Human Evolution and Archaeological Sciences (HEAS)" "@value": "Research Network Human Evolution and Archaeological Sciences (HEAS)" "@type": "schema:Person", "@value": "0000-0002-4481-6234"
}
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