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Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency

Technological development in terms of the power requirement for data acquisition and processing opens new perspectives in the field of environmental monitoring. Near real-time data flow about the sea condition and a possible direct interface with applications and services devoted to marine weather n...

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Autores principales: Rossi, Giovanni Battista, Nardone, Gabriele, Settanta, Giulio, Picone, Marco, Berardengo, Marta, Crenna, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304490/
https://www.ncbi.nlm.nih.gov/pubmed/37420536
http://dx.doi.org/10.3390/s23125371
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author Rossi, Giovanni Battista
Nardone, Gabriele
Settanta, Giulio
Picone, Marco
Berardengo, Marta
Crenna, Francesco
author_facet Rossi, Giovanni Battista
Nardone, Gabriele
Settanta, Giulio
Picone, Marco
Berardengo, Marta
Crenna, Francesco
author_sort Rossi, Giovanni Battista
collection PubMed
description Technological development in terms of the power requirement for data acquisition and processing opens new perspectives in the field of environmental monitoring. Near real-time data flow about the sea condition and a possible direct interface with applications and services devoted to marine weather networks would have a significant impact on several aspects, such as, for example, safety and efficiency. In this scenario, the needs of buoy networks have been analyzed, and the estimation of directional wave spectra from buoys’ data has been deeply investigated. Two methods have been implemented, namely the truncated Fourier series and the weighted truncated Fourier series, and they have been tested by both simulated and real experimental data, representative of typical Mediterranean Sea conditions. From simulation, the second method proved to be more efficient. From the application to real case studies, it emerged that it works effectively in real conditions, as confirmed by parallel meteorological observations. The estimation of the main propagation direction was possible with a small uncertainty of a few degrees, yet the method exhibits a limited directional resolution, which suggests the need for undertaking further studies, briefly addressed in the conclusions.
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spelling pubmed-103044902023-06-29 Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency Rossi, Giovanni Battista Nardone, Gabriele Settanta, Giulio Picone, Marco Berardengo, Marta Crenna, Francesco Sensors (Basel) Article Technological development in terms of the power requirement for data acquisition and processing opens new perspectives in the field of environmental monitoring. Near real-time data flow about the sea condition and a possible direct interface with applications and services devoted to marine weather networks would have a significant impact on several aspects, such as, for example, safety and efficiency. In this scenario, the needs of buoy networks have been analyzed, and the estimation of directional wave spectra from buoys’ data has been deeply investigated. Two methods have been implemented, namely the truncated Fourier series and the weighted truncated Fourier series, and they have been tested by both simulated and real experimental data, representative of typical Mediterranean Sea conditions. From simulation, the second method proved to be more efficient. From the application to real case studies, it emerged that it works effectively in real conditions, as confirmed by parallel meteorological observations. The estimation of the main propagation direction was possible with a small uncertainty of a few degrees, yet the method exhibits a limited directional resolution, which suggests the need for undertaking further studies, briefly addressed in the conclusions. MDPI 2023-06-06 /pmc/articles/PMC10304490/ /pubmed/37420536 http://dx.doi.org/10.3390/s23125371 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
Rossi, Giovanni Battista
Nardone, Gabriele
Settanta, Giulio
Picone, Marco
Berardengo, Marta
Crenna, Francesco
Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency
title Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency
title_full Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency
title_fullStr Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency
title_full_unstemmed Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency
title_short Improvement in the Post-Processing of Wave Buoy Data Driven by the Needs of a National Coast and Sea Monitoring Agency
title_sort improvement in the post-processing of wave buoy data driven by the needs of a national coast and sea monitoring agency
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304490/
https://www.ncbi.nlm.nih.gov/pubmed/37420536
http://dx.doi.org/10.3390/s23125371
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