{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T04:39:04Z","timestamp":1760243944424,"version":"build-2065373602"},"reference-count":22,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2010,12,13]],"date-time":"2010-12-13T00:00:00Z","timestamp":1292198400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Geo-sensor networks have traditionally been built up in closed monolithic systems, thus limiting trans-domain usage of real-time measurements. This paper presents the technical infrastructure of a standardised embedded sensing device, which has been developed in the course of the Live Geography approach. The sensor pod implements data provision standards of the Sensor Web Enablement initiative, including an event-based alerting mechanism and location-aware Complex Event Processing functionality for detection of threshold transgression and quality assurance. The goal of this research is that the resultant highly flexible sensing architecture will bring sensor network applications one step further towards the realisation of the vision of a \u201cdigital skin for planet earth\u201d. The developed infrastructure can potentially have far-reaching impacts on sensor-based monitoring systems through the deployment of ubiquitous and fine-grained sensor networks. This in turn allows for the straight-forward use of live sensor data in existing spatial decision support systems to enable better-informed decision-making.<\/jats:p>","DOI":"10.3390\/s101211440","type":"journal-article","created":{"date-parts":[[2010,12,14]],"date-time":"2010-12-14T13:26:35Z","timestamp":1292333195000},"page":"11440-11467","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Pervasive Monitoring\u2014An Intelligent Sensor Pod Approach for Standardised Measurement Infrastructures"],"prefix":"10.3390","volume":"10","author":[{"given":"Bernd","family":"Resch","sequence":"first","affiliation":[{"name":"Research Studios Austria, Schillerstrasse 30, 5020 Salzburg, Austria"},{"name":"Research Affiliate, MIT SENSEable City Lab, 77 Massachusetts Avenue, Cambridge, MA 02139, USA"}]},{"given":"Manfred","family":"Mittlboeck","sequence":"additional","affiliation":[{"name":"Research Studios Austria, Schillerstrasse 30, 5020 Salzburg, Austria"}]},{"given":"Michael","family":"Lippautz","sequence":"additional","affiliation":[{"name":"Research Studios Austria, Schillerstrasse 30, 5020 Salzburg, Austria"}]}],"member":"1968","published-online":{"date-parts":[[2010,12,13]]},"reference":[{"key":"ref_1","unstructured":"Gross, N Available online: http:\/\/www.businessweek.com (accessed on 20 September 2005)."},{"key":"ref_2","unstructured":"Xu, N A Survey of Sensor Network Applications. 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