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  "metadata_modified": "2025-01-30T13:28:57.005443",
            
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  "name": "verkehrsdaten-von-ingolstadt",
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  "name": "verkehrsdaten-von-ingolstadt",
            
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  "notes": "#SensorThingsAPI Data Dienst f\u00fcr 
60
  "notes": "#SensorThingsAPI Data Dienst f\u00fcr 
            
61
SAVeNoW\r\n\r\n##SAVeNoW - Verkehrsdaten von Ingolstadt\r\nDie Stadt 
61
SAVeNoW\r\n\r\n##SAVeNoW - Verkehrsdaten von Ingolstadt\r\nDie Stadt 
            
62
Ingolstadt stellt im Rahmen des Forschungsprojekts 
62
Ingolstadt stellt im Rahmen des Forschungsprojekts 
            
63
[SAVeNoW](https://savenow.de/de/) Z\u00e4hlwerte von Kraftfahrzeugen 
63
[SAVeNoW](https://savenow.de/de/) Z\u00e4hlwerte von Kraftfahrzeugen 
            
64
aus dem gesamten Stadtgebiet f\u00fcr den Zeitraum seit August 2019 
64
aus dem gesamten Stadtgebiet f\u00fcr den Zeitraum seit August 2019 
            
65
sowie die aktuellen Livedaten zur Verf\u00fcgung.\r\n\r\nDiese 
65
sowie die aktuellen Livedaten zur Verf\u00fcgung.\r\n\r\nDiese 
            
66
Z\u00e4hlwerte kommen von sogenannten Z\u00e4hlschleifen, die an allen 
66
Z\u00e4hlwerte kommen von sogenannten Z\u00e4hlschleifen, die an allen 
            
67
wichtigen Kreuzungen mit Ampelanlage in der Stra\u00dfe je Fahrspur 
67
wichtigen Kreuzungen mit Ampelanlage in der Stra\u00dfe je Fahrspur 
            
68
verbaut sind. Jede Z\u00e4hlschleife liefert alle 15 Minuten eine 
68
verbaut sind. Jede Z\u00e4hlschleife liefert alle 15 Minuten eine 
            
69
Z\u00e4hlung der Fahrzeuge, die die Schleife in der vergangenen 
69
Z\u00e4hlung der Fahrzeuge, die die Schleife in der vergangenen 
            
70
Viertelstunde \u00fcberfahren haben. Somit liegt das Verkehrsaufkommen 
70
Viertelstunde \u00fcberfahren haben. Somit liegt das Verkehrsaufkommen 
            
71
f\u00fcr die wichtigsten Knotenpunkte in Ingolstadt spurgenau als 
71
f\u00fcr die wichtigsten Knotenpunkte in Ingolstadt spurgenau als 
            
72
15-Minuten-Aggregate vor.\r\n\r\nDerzeit erhalten wir die Daten von 
72
15-Minuten-Aggregate vor.\r\n\r\nDerzeit erhalten wir die Daten von 
            
73
769 Verkehrs- und einem Wettersensor.\r\n\r\n<img 
73
769 Verkehrs- und einem Wettersensor.\r\n\r\n<img 
            
74
src=\"https://savenow.github.io/sta-docs/_images/sta-map-graph.jpg\" 
74
src=\"https://savenow.github.io/sta-docs/_images/sta-map-graph.jpg\" 
            
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alt=\"B3\" width=\"800px\">\r\n\r\nAbbildung 1: Z\u00e4hlschleifen und 
75
alt=\"B3\" width=\"800px\">\r\n\r\nAbbildung 1: Z\u00e4hlschleifen und 
            
76
Zeitreihe der Z\u00e4hlungen an der Kreuzung 
76
Zeitreihe der Z\u00e4hlungen an der Kreuzung 
            
77
Hindenburg-/Ringlerstra\u00dfe\r\n\r\nUm die Daten f\u00fcr die 
77
Hindenburg-/Ringlerstra\u00dfe\r\n\r\nUm die Daten f\u00fcr die 
            
78
Partner des Forschungsprojekts - und perspektivische die B\u00fcrger 
78
Partner des Forschungsprojekts - und perspektivische die B\u00fcrger 
            
79
Ingolstadts - nutzbar zu machen, werden die Daten aufbereitet und 
79
Ingolstadts - nutzbar zu machen, werden die Daten aufbereitet und 
            
80
\u00fcber eine standardisierte Webschnittstelle, die [OGC 
80
\u00fcber eine standardisierte Webschnittstelle, die [OGC 
            
81
ttps://savenow.github.io/sta-docs/standards.html#ogc-sensorthingsapi), 
81
ttps://savenow.github.io/sta-docs/standards.html#ogc-sensorthingsapi), 
            
82
im Internet bereitgestellt.\r\n\r\nDer Stack wird in einem 
82
im Internet bereitgestellt.\r\n\r\nDer Stack wird in einem 
            
83
](https://savenow.github.io/sta-docs/services.html#kubernetes)-Cluster 
83
](https://savenow.github.io/sta-docs/services.html#kubernetes)-Cluster 
            
84
in der [Microsoft Azure](https://azure.microsoft.com/de-de/) Cloud 
84
in der [Microsoft Azure](https://azure.microsoft.com/de-de/) Cloud 
            
85
gehostet. Er besteht aus mehreren 
85
gehostet. Er besteht aus mehreren 
            
86
Diensten](https://savenow.github.io/sta-docs/services.html#webdienste) 
86
Diensten](https://savenow.github.io/sta-docs/services.html#webdienste) 
            
87
zur Bereitstellung einer [standardisierten 
87
zur Bereitstellung einer [standardisierten 
            
88
https://savenow.github.io/sta-docs/standards.html#ogc-sensorthingsapi) 
88
https://savenow.github.io/sta-docs/standards.html#ogc-sensorthingsapi) 
            
89
f\u00fcr den Zugriff auf die Daten. Auf Basis dieser API sind mehrere 
89
f\u00fcr den Zugriff auf die Daten. Auf Basis dieser API sind mehrere 
            
90
Datendienste, wie z.B. eine 
90
Datendienste, wie z.B. eine 
            
91
](https://savenow.github.io/sta-docs/services.html#zahlschleifenkarte) 
91
](https://savenow.github.io/sta-docs/services.html#zahlschleifenkarte) 
            
92
zur Lokalisierung der Z\u00e4hlschleifen, sowie Werkzeugen zur 
92
zur Lokalisierung der Z\u00e4hlschleifen, sowie Werkzeugen zur 
            
93
ualisierung](https://savenow.github.io/sta-docs/services.html#grafana) 
93
ualisierung](https://savenow.github.io/sta-docs/services.html#grafana) 
            
94
erstellt worden.\r\n\r\nDie Daten sind \u00fcber standardisierte 
94
erstellt worden.\r\n\r\nDie Daten sind \u00fcber standardisierte 
            
95
Schnittstelle ( [OGC SensorThings 
95
Schnittstelle ( [OGC SensorThings 
            
96
API](https://www.ogc.org/standard/sensorthings/) ) erreichbar.\r\nDer 
96
API](https://www.ogc.org/standard/sensorthings/) ) erreichbar.\r\nDer 
            
97
FROST-Server des Fraunhofer Instituts f\u00fcr Optronik, Systemtechnik 
97
FROST-Server des Fraunhofer Instituts f\u00fcr Optronik, Systemtechnik 
            
98
und Bildauswertung IOSB ist f\u00fcr die Implementierung des 
98
und Bildauswertung IOSB ist f\u00fcr die Implementierung des 
            
99
[SensorThings-Standards](https://www.ogc.org/standards/sensorthings) 
99
[SensorThings-Standards](https://www.ogc.org/standards/sensorthings) 
            
100
des [Open Geospatial Consortiums (OGC)](https://www.ogc.org/) 
100
des [Open Geospatial Consortiums (OGC)](https://www.ogc.org/) 
            
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benutzt.",
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benutzt.",
            
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