{"guid":"8c2b751a-ca59-5e11-a480-f6be47d6f3cb","title":"IoT Sensordaten in Karten integrieren","subtitle":null,"slug":"fossgis2022-14069-iot-sensordaten-in-karten-integrieren","link":"https://pretalx.com/fossgis2022/talk/3WWY98/","description":"Unter dem Namen \"Internet of Things\" (IoT) hat die Verfügbarkeit von Sensordaten stark zugenommen und insbesondere\nStädte nutzen Sensordaten im Rahmen von \"Smart City\"-Projekten. Dieser Vortrag stellt die wichtigsten Datenübertragungsarten (z.B. LoRaWAN) vor, geht auf die Datenhaltung (TimescaleDB Postgres Extension) und Web APIs (OGC Sensor Things) ein. Und natürlich gibt es animierte und interaktive Beispiele von OpenLayers-Anwendungen mit Sensordaten zu sehen.\n\nUnter dem Namen \"Internet of Things\" (IoT) hat die Verfügbarkeit von Sensordaten stark zugenommen und insbesondere\nStädte nutzen Sensordaten im Rahmen von \"Smart City\"-Projekten. Für fast alle Sensoren ist die Position, ob fix oder variabel, ein wichtiger Faktor und die Darstellung in einer Karte bietet sich deshalb an. Dieser Vortrag stellt die wichtigsten Datenübertragungsarten (z.B. LoRaWAN) vor, geht auf die Datenhaltung (TimescaleDB Postgres Extension) und Web APIs (OGC Sensor Things) ein. Und natürlich gibt es animierte und interaktive Beispiele von OpenLayers-Anwendungen mit Sensordaten zu sehen.","original_language":"deu","persons":["Pirmin Kalberer"],"tags":["fossgis2022","14069","2022","Routing und Mobilität","Geo","OpenStreeetMap","FOSS","Online"],"view_count":330,"promoted":false,"date":"2022-03-09T11:00:00.000+01:00","release_date":"2022-03-10T00:00:00.000+01:00","updated_at":"2025-08-13T17:30:07.015+02:00","length":1453,"duration":1453,"thumb_url":"https://static.media.ccc.de/media/events/fossgis/2022/14069-8c2b751a-ca59-5e11-a480-f6be47d6f3cb.jpg","poster_url":"https://static.media.ccc.de/media/events/fossgis/2022/14069-8c2b751a-ca59-5e11-a480-f6be47d6f3cb_preview.jpg","timeline_url":"https://static.media.ccc.de/media/events/fossgis/2022/14069-8c2b751a-ca59-5e11-a480-f6be47d6f3cb.timeline.jpg","thumbnails_url":"https://static.media.ccc.de/media/events/fossgis/2022/14069-8c2b751a-ca59-5e11-a480-f6be47d6f3cb.thumbnails.vtt","frontend_link":"https://media.ccc.de/v/fossgis2022-14069-iot-sensordaten-in-karten-integrieren","url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_title":"FOSSGIS 2022","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022","related":[],"recordings":[{"size":111,"length":1453,"mime_type":"video/webm","language":"deu","filename":"fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_webm-hd.webm","state":"new","folder":"webm-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2022-03-10T00:56:07.172+01:00","recording_url":"https://cdn.media.ccc.de/events/fossgis/2022/webm-hd/fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_webm-hd.webm","url":"https://api.media.ccc.de/public/recordings/57939","event_url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022"},{"size":51,"length":1453,"mime_type":"video/webm","language":"deu","filename":"fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_webm-sd.webm","state":"new","folder":"webm-sd","high_quality":false,"width":720,"height":576,"updated_at":"2022-03-10T00:35:04.873+01:00","recording_url":"https://cdn.media.ccc.de/events/fossgis/2022/webm-sd/fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_webm-sd.webm","url":"https://api.media.ccc.de/public/recordings/57934","event_url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022"},{"size":43,"length":1453,"mime_type":"video/mp4","language":"deu","filename":"fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_sd.mp4","state":"new","folder":"h264-sd","high_quality":false,"width":720,"height":576,"updated_at":"2022-03-10T00:23:35.601+01:00","recording_url":"https://cdn.media.ccc.de/events/fossgis/2022/h264-sd/fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_sd.mp4","url":"https://api.media.ccc.de/public/recordings/57932","event_url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022"},{"size":22,"length":1446,"mime_type":"audio/mpeg","language":"deu","filename":"fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_mp3.mp3","state":"new","folder":"mp3","high_quality":false,"width":0,"height":0,"updated_at":"2022-03-10T00:20:34.738+01:00","recording_url":"https://cdn.media.ccc.de/events/fossgis/2022/mp3/fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_mp3.mp3","url":"https://api.media.ccc.de/public/recordings/57929","event_url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022"},{"size":11,"length":1446,"mime_type":"audio/opus","language":"deu","filename":"fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_opus.opus","state":"new","folder":"opus","high_quality":false,"width":0,"height":0,"updated_at":"2022-03-10T00:19:23.601+01:00","recording_url":"https://cdn.media.ccc.de/events/fossgis/2022/opus/fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_opus.opus","url":"https://api.media.ccc.de/public/recordings/57928","event_url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022"},{"size":95,"length":1453,"mime_type":"video/mp4","language":"deu","filename":"fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_hd.mp4","state":"new","folder":"h264-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2022-03-09T22:15:46.156+01:00","recording_url":"https://cdn.media.ccc.de/events/fossgis/2022/h264-hd/fossgis2022-14069-deu-IoT_Sensordaten_in_Karten_integrieren_hd.mp4","url":"https://api.media.ccc.de/public/recordings/57903","event_url":"https://api.media.ccc.de/public/events/8c2b751a-ca59-5e11-a480-f6be47d6f3cb","conference_url":"https://api.media.ccc.de/public/conferences/fossgis2022"}]}