Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan

An automated discharge imaging system (ADIS), which is a non-intrusive and safe approach, was developed for measuring river flows during flash flood events. ADIS consists of dual cameras to capture complete surface images in the near and far fields. Surface velocities are accurately measured using t...

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Main Authors: Wei-Che Huang, Chih-Chieh Young, Wen-Cheng Liu
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/10/3/280
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spelling doaj-9139aded69b44195a34fc38eeaae75ff2020-11-24T23:18:43ZengMDPI AGWater2073-44412018-03-0110328010.3390/w10030280w10030280Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in TaiwanWei-Che Huang0Chih-Chieh Young1Wen-Cheng Liu2Department of Civil and Disaster Prevention Engineering, National United University, Miaoli 36063, TaiwanDepartment of Marine Environmental Informatics, National Taiwan Ocean University, Keelung 20224, TaiwanDepartment of Civil and Disaster Prevention Engineering, National United University, Miaoli 36063, TaiwanAn automated discharge imaging system (ADIS), which is a non-intrusive and safe approach, was developed for measuring river flows during flash flood events. ADIS consists of dual cameras to capture complete surface images in the near and far fields. Surface velocities are accurately measured using the Large Scale Particle Image Velocimetry (LSPIV) technique. The stream discharges are then obtained from the depth-averaged velocity (based upon an empirical velocity-index relationship) and cross-section area. The ADIS was deployed at the Yu-Feng gauging station in Shimen Reservoir upper catchment, northern Taiwan. For a rigorous validation, surface velocity measurements were conducted using ADIS/LSPIV and other instruments. In terms of the averaged surface velocity, all of the measured results were in good agreement with small differences, i.e., 0.004 to 0.39 m/s and 0.023 to 0.345 m/s when compared to those from acoustic Doppler current profiler (ADCP) and surface velocity radar (SVR), respectively. The ADIS/LSPIV was further applied to measure surface velocities and discharges during typhoon events (i.e., Chan-Hom, Soudelor, Goni, and Dujuan) in 2015. The measured water level and surface velocity both showed rapid increases due to flash floods. The estimated discharges from ADIS/LSPIV and ADCP were compared, presenting good consistency with correlation coefficient R = 0.996 and normalized root mean square error NRMSE = 7.96%. The results of sensitivity analysis indicate that the components till (τ) and roll (θ) of the camera are most sensitive parameters to affect the surface velocity using ADIS/LSPIV. Overall, the ADIS based upon LSPIV technique effectively measures surface velocities for reliable estimations of river discharges during typhoon events.http://www.mdpi.com/2073-4441/10/3/280ADISLSPIVsurface velocitydischarge measurementflash floodtyphoon event
collection DOAJ
language English
format Article
sources DOAJ
author Wei-Che Huang
Chih-Chieh Young
Wen-Cheng Liu
spellingShingle Wei-Che Huang
Chih-Chieh Young
Wen-Cheng Liu
Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan
Water
ADIS
LSPIV
surface velocity
discharge measurement
flash flood
typhoon event
author_facet Wei-Che Huang
Chih-Chieh Young
Wen-Cheng Liu
author_sort Wei-Che Huang
title Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan
title_short Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan
title_full Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan
title_fullStr Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan
title_full_unstemmed Application of an Automated Discharge Imaging System and LSPIV during Typhoon Events in Taiwan
title_sort application of an automated discharge imaging system and lspiv during typhoon events in taiwan
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2018-03-01
description An automated discharge imaging system (ADIS), which is a non-intrusive and safe approach, was developed for measuring river flows during flash flood events. ADIS consists of dual cameras to capture complete surface images in the near and far fields. Surface velocities are accurately measured using the Large Scale Particle Image Velocimetry (LSPIV) technique. The stream discharges are then obtained from the depth-averaged velocity (based upon an empirical velocity-index relationship) and cross-section area. The ADIS was deployed at the Yu-Feng gauging station in Shimen Reservoir upper catchment, northern Taiwan. For a rigorous validation, surface velocity measurements were conducted using ADIS/LSPIV and other instruments. In terms of the averaged surface velocity, all of the measured results were in good agreement with small differences, i.e., 0.004 to 0.39 m/s and 0.023 to 0.345 m/s when compared to those from acoustic Doppler current profiler (ADCP) and surface velocity radar (SVR), respectively. The ADIS/LSPIV was further applied to measure surface velocities and discharges during typhoon events (i.e., Chan-Hom, Soudelor, Goni, and Dujuan) in 2015. The measured water level and surface velocity both showed rapid increases due to flash floods. The estimated discharges from ADIS/LSPIV and ADCP were compared, presenting good consistency with correlation coefficient R = 0.996 and normalized root mean square error NRMSE = 7.96%. The results of sensitivity analysis indicate that the components till (τ) and roll (θ) of the camera are most sensitive parameters to affect the surface velocity using ADIS/LSPIV. Overall, the ADIS based upon LSPIV technique effectively measures surface velocities for reliable estimations of river discharges during typhoon events.
topic ADIS
LSPIV
surface velocity
discharge measurement
flash flood
typhoon event
url http://www.mdpi.com/2073-4441/10/3/280
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