Road Risk-Index Analysis Using Satellite Products
Author:
Firuți Bogdan-Cristian1, Păduraru Răzvan-Ștefan1, Negru Cătălin1ORCID, Petrescu-Niţă Alina2, Bădescu Octavian3, Pop Florin14ORCID
Affiliation:
1. Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania 2. Faculty of Applied Sciences, University Politehnica of Bucharest, 060042 Bucharest, Romania 3. Astronomical Institute of the Romanian Academy, 052034 Bucharest, Romania 4. National Institute for Research & Development in Informatics—ICI Bucharest, 011555 Bucharest, Romania
Abstract
This paper proposes a service called intelligent routing using satellite products (IRUS) that can be used in order to analyze risks to the road infrastructure during bad weather conditions, such as heavy rainfall, storms, or floods. By diminishing movement risk, rescuers can arrive safely at their destination. To analyze these routes, the application uses both data provided by Sentinel satellites from the Copernicus program and meteorological data from local weather stations. Moreover, the application uses algorithms to determine the night driving time. From this analysis we obtain a risk index for each road provided by Google Maps API and then we present the path alongside the risk index in a friendly graphic interface. In order to obtain an accurate risk index, the application analyzes both recent and past data (up to 12 months).
Funder
OPTIM Research FARGO: Federated Learning for Human Mobility project CloudPrecis project ODIN112 University Politehnica of Bucharest
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
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1. A Broad Analysis of Map Routing Applications;2023 24th International Conference on Control Systems and Computer Science (CSCS);2023-05
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