Cargando…

An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming

At the local scale, environmental parameters often require monitoring by means of affordable measuring techniques and technologies given they need to be frequently surveyed. Streamflow in riverbeds or in channels is a hydrological variable that needs to be monitored in order to keep the runoff regim...

Descripción completa

Detalles Bibliográficos
Autores principales: Passarella, Giuseppe, Lay-Ekuakille, Aimé, Djungha Okitadiowo, John Peter, Masciale, Rita, Brigida, Silvia, Matarrese, Raffaella, Portoghese, Ivan, Isernia, Tommaso, Blois, Luciano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028789/
https://www.ncbi.nlm.nih.gov/pubmed/35458830
http://dx.doi.org/10.3390/s22082843
_version_ 1784691713006108672
author Passarella, Giuseppe
Lay-Ekuakille, Aimé
Djungha Okitadiowo, John Peter
Masciale, Rita
Brigida, Silvia
Matarrese, Raffaella
Portoghese, Ivan
Isernia, Tommaso
Blois, Luciano
author_facet Passarella, Giuseppe
Lay-Ekuakille, Aimé
Djungha Okitadiowo, John Peter
Masciale, Rita
Brigida, Silvia
Matarrese, Raffaella
Portoghese, Ivan
Isernia, Tommaso
Blois, Luciano
author_sort Passarella, Giuseppe
collection PubMed
description At the local scale, environmental parameters often require monitoring by means of affordable measuring techniques and technologies given they need to be frequently surveyed. Streamflow in riverbeds or in channels is a hydrological variable that needs to be monitored in order to keep the runoff regimes under control and somehow forecast floods, allowing prevention of damage for people and infrastructure. Moreover, measuring such a variable is always extremely important for the knowledge of the environmental status of connected aquatic ecosystems. This paper presents a new approach to assessing hydrodynamic features related to a given channel by means of a beamforming technique that was applied to video sensing. Different features have been estimated, namely the flow velocity, the temperature, and the riverbed movements. The applied beamforming technique works on a modified sum and delay method, also using the Multiple Signal Classification algorithm (MUSIC), by acting as Synthetic Aperture Radar (SAR) post-processing. The results are very interesting, especially compared to the on-site measured data and encourage the use of affordable video sensors located along the channel or river course for monitoring purposes. The paper also illustrates the use of beamforming measurements to be calibrated by means of conventional techniques with more accurate data. Certainly, the results can be improved; however, they indicate some margins of improvements and updates. As metrics of assessment, a histogram of greyscale/pixels was adopted, taking into account the example of layers and curve plots. They show changes according to the locations where the supporting videos were obtained.
format Online
Article
Text
id pubmed-9028789
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-90287892022-04-23 An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming Passarella, Giuseppe Lay-Ekuakille, Aimé Djungha Okitadiowo, John Peter Masciale, Rita Brigida, Silvia Matarrese, Raffaella Portoghese, Ivan Isernia, Tommaso Blois, Luciano Sensors (Basel) Article At the local scale, environmental parameters often require monitoring by means of affordable measuring techniques and technologies given they need to be frequently surveyed. Streamflow in riverbeds or in channels is a hydrological variable that needs to be monitored in order to keep the runoff regimes under control and somehow forecast floods, allowing prevention of damage for people and infrastructure. Moreover, measuring such a variable is always extremely important for the knowledge of the environmental status of connected aquatic ecosystems. This paper presents a new approach to assessing hydrodynamic features related to a given channel by means of a beamforming technique that was applied to video sensing. Different features have been estimated, namely the flow velocity, the temperature, and the riverbed movements. The applied beamforming technique works on a modified sum and delay method, also using the Multiple Signal Classification algorithm (MUSIC), by acting as Synthetic Aperture Radar (SAR) post-processing. The results are very interesting, especially compared to the on-site measured data and encourage the use of affordable video sensors located along the channel or river course for monitoring purposes. The paper also illustrates the use of beamforming measurements to be calibrated by means of conventional techniques with more accurate data. Certainly, the results can be improved; however, they indicate some margins of improvements and updates. As metrics of assessment, a histogram of greyscale/pixels was adopted, taking into account the example of layers and curve plots. They show changes according to the locations where the supporting videos were obtained. MDPI 2022-04-07 /pmc/articles/PMC9028789/ /pubmed/35458830 http://dx.doi.org/10.3390/s22082843 Text en © 2022 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
Passarella, Giuseppe
Lay-Ekuakille, Aimé
Djungha Okitadiowo, John Peter
Masciale, Rita
Brigida, Silvia
Matarrese, Raffaella
Portoghese, Ivan
Isernia, Tommaso
Blois, Luciano
An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
title An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
title_full An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
title_fullStr An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
title_full_unstemmed An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
title_short An Affordable Streamflow Measurement Technique Based on Delay and Sum Beamforming
title_sort affordable streamflow measurement technique based on delay and sum beamforming
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028789/
https://www.ncbi.nlm.nih.gov/pubmed/35458830
http://dx.doi.org/10.3390/s22082843
work_keys_str_mv AT passarellagiuseppe anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT layekuakilleaime anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT djunghaokitadiowojohnpeter anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT mascialerita anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT brigidasilvia anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT matarreseraffaella anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT portogheseivan anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT iserniatommaso anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT bloisluciano anaffordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT passarellagiuseppe affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT layekuakilleaime affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT djunghaokitadiowojohnpeter affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT mascialerita affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT brigidasilvia affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT matarreseraffaella affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT portogheseivan affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT iserniatommaso affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming
AT bloisluciano affordablestreamflowmeasurementtechniquebasedondelayandsumbeamforming