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Road Risk-Index Analysis Using Satellite Products

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 d...

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Detalles Bibliográficos
Autores principales: Firuți, Bogdan-Cristian, Păduraru, Răzvan-Ștefan, Negru, Cătălin, Petrescu-Niţă, Alina, Bădescu, Octavian, Pop, Florin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007338/
https://www.ncbi.nlm.nih.gov/pubmed/36904961
http://dx.doi.org/10.3390/s23052751
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author Firuți, Bogdan-Cristian
Păduraru, Răzvan-Ștefan
Negru, Cătălin
Petrescu-Niţă, Alina
Bădescu, Octavian
Pop, Florin
author_facet Firuți, Bogdan-Cristian
Păduraru, Răzvan-Ștefan
Negru, Cătălin
Petrescu-Niţă, Alina
Bădescu, Octavian
Pop, Florin
author_sort Firuți, Bogdan-Cristian
collection PubMed
description 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).
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spelling pubmed-100073382023-03-12 Road Risk-Index Analysis Using Satellite Products Firuți, Bogdan-Cristian Păduraru, Răzvan-Ștefan Negru, Cătălin Petrescu-Niţă, Alina Bădescu, Octavian Pop, Florin Sensors (Basel) Article 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). MDPI 2023-03-02 /pmc/articles/PMC10007338/ /pubmed/36904961 http://dx.doi.org/10.3390/s23052751 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Firuți, Bogdan-Cristian
Păduraru, Răzvan-Ștefan
Negru, Cătălin
Petrescu-Niţă, Alina
Bădescu, Octavian
Pop, Florin
Road Risk-Index Analysis Using Satellite Products
title Road Risk-Index Analysis Using Satellite Products
title_full Road Risk-Index Analysis Using Satellite Products
title_fullStr Road Risk-Index Analysis Using Satellite Products
title_full_unstemmed Road Risk-Index Analysis Using Satellite Products
title_short Road Risk-Index Analysis Using Satellite Products
title_sort road risk-index analysis using satellite products
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007338/
https://www.ncbi.nlm.nih.gov/pubmed/36904961
http://dx.doi.org/10.3390/s23052751
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