Techniques of Geomatics and Soft Computing for the Monitoring of Infrastructures and the Management of Big Data
| Autor: | Salvatore Calcagno, Stefano Bonfa, Ernesto Bernardo |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Soft computing
0303 health sciences Contextual image classification Computer science business.industry Geography Planning and Development Big data Geomatics 0211 other engineering and technologies 02 engineering and technology Data science 03 medical and health sciences General Energy 021105 building & construction Segmentation business 030304 developmental biology General Environmental Science |
| Zdroj: | WSEAS TRANSACTIONS ON ENVIRONMENT AND DEVELOPMENT. 17:371-385 |
| ISSN: | 2224-3496 1790-5079 |
| Popis: | The proposed research activity is based on the study and development of advanced survey and monitoring techniques for the control and mapping of road infrastructures. Specifically, we want to create an automated monitoring system mainly through the use of drones that at pre-established time steps acquire the data necessary for the continuous monitoring of the functional characteristics of the road infrastructure and the public usability of dynamic data. Subsequently, through the implementation of algorithms dedicated to the management of the amount of georeferenced data acquired - big data - the same will be represented on GIS (Geographic Information System) platforms as "open and updatable" thematic cartography, which can be integrated with further data collected both with of traditional Geomatics (GNSS receivers, motorized total station and 3D laser scanner) and innovative ones (remote sensing, Mobile Mapping Systems (road vehicles and UAVs)). This context also includes the establishment and updating of the Road Cadastre, introduced by the Ministerial Decree of 01/06/2001 No. 6, intended as an IT tool for archiving, viewing, querying and managing all the data that the body owner / manager owns on its own road network. |
| Databáze: | OpenAIRE |
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