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Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography
Coastal acoustic tomography (CAT), as an innovative technology, can perform water temperature measurements both in horizontal and vertical slices. Investigations on vertical slice observations are significantly fewer in number than horizontal observations due to difficulties in multi-path arrival pe...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472225/ https://www.ncbi.nlm.nih.gov/pubmed/32806489 http://dx.doi.org/10.3390/s20164498 |
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author | Huang, Haocai Guo, Yong Li, Guangming Arata, Kaneko Xie, Xinyi Xu, Pan |
author_facet | Huang, Haocai Guo, Yong Li, Guangming Arata, Kaneko Xie, Xinyi Xu, Pan |
author_sort | Huang, Haocai |
collection | PubMed |
description | Coastal acoustic tomography (CAT), as an innovative technology, can perform water temperature measurements both in horizontal and vertical slices. Investigations on vertical slice observations are significantly fewer in number than horizontal observations due to difficulties in multi-path arrival peak identification. In this study, a two-station sound transmission experiment is carried out in Thousand-Island Lake, Hangzhou, China, to acquire acoustic data for water temperature profiling. Time windows, determined by range-independent ray simulation, are used to identify multi-path arrival peaks and obtain corresponding sound wave travel times. Special attention is paid to travel time correction, whose errors are caused by position drifting by more than 2 m of moored stations. The sound speed and temperature profiling are divided into four layers and are calculated by regularized inversion. Results show a good consistency with conductivity–temperature–depth (CTD) measurements. The root mean square error (RMSE) of water temperature is 0.3494, 0.6838, 1.0236 and 1.0985 °C for layer 1, 2, 3 and 4, respectively. The fluctuations of measurement are further smoothed by the moving average, which decreases the RMSE of water temperature to 0.2858, 0.4742, 0.7719 and 0.9945 °C, respectively. This study illustrates the feasibility and high accuracy of the coastal acoustic tomography method in short-range water temperature measurement. Furthermore, 3D water temperature field profiling can be performed with combined analyzing in horizontal and vertical slices. |
format | Online Article Text |
id | pubmed-7472225 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74722252020-09-04 Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography Huang, Haocai Guo, Yong Li, Guangming Arata, Kaneko Xie, Xinyi Xu, Pan Sensors (Basel) Letter Coastal acoustic tomography (CAT), as an innovative technology, can perform water temperature measurements both in horizontal and vertical slices. Investigations on vertical slice observations are significantly fewer in number than horizontal observations due to difficulties in multi-path arrival peak identification. In this study, a two-station sound transmission experiment is carried out in Thousand-Island Lake, Hangzhou, China, to acquire acoustic data for water temperature profiling. Time windows, determined by range-independent ray simulation, are used to identify multi-path arrival peaks and obtain corresponding sound wave travel times. Special attention is paid to travel time correction, whose errors are caused by position drifting by more than 2 m of moored stations. The sound speed and temperature profiling are divided into four layers and are calculated by regularized inversion. Results show a good consistency with conductivity–temperature–depth (CTD) measurements. The root mean square error (RMSE) of water temperature is 0.3494, 0.6838, 1.0236 and 1.0985 °C for layer 1, 2, 3 and 4, respectively. The fluctuations of measurement are further smoothed by the moving average, which decreases the RMSE of water temperature to 0.2858, 0.4742, 0.7719 and 0.9945 °C, respectively. This study illustrates the feasibility and high accuracy of the coastal acoustic tomography method in short-range water temperature measurement. Furthermore, 3D water temperature field profiling can be performed with combined analyzing in horizontal and vertical slices. MDPI 2020-08-12 /pmc/articles/PMC7472225/ /pubmed/32806489 http://dx.doi.org/10.3390/s20164498 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Letter Huang, Haocai Guo, Yong Li, Guangming Arata, Kaneko Xie, Xinyi Xu, Pan Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography |
title | Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography |
title_full | Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography |
title_fullStr | Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography |
title_full_unstemmed | Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography |
title_short | Short-Range Water Temperature Profiling in a Lake with Coastal Acoustic Tomography |
title_sort | short-range water temperature profiling in a lake with coastal acoustic tomography |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472225/ https://www.ncbi.nlm.nih.gov/pubmed/32806489 http://dx.doi.org/10.3390/s20164498 |
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