PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY
The LSPIV method is one of the techniques of reviewing fluid flow in this study for the estuary study area using drones with varying heights, using the open source pyOpenRiverCam. The purpose of this study is to identify surface currents with varying drone heights, then verify the LSPIV results b...
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id-itb.:824902024-07-08T14:33:44ZPERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY Kezia Rikka Marbun, Cindy Indonesia Final Project Current, Drone, Estuary, Elevation, LSPIV, Tidal INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/82490 The LSPIV method is one of the techniques of reviewing fluid flow in this study for the estuary study area using drones with varying heights, using the open source pyOpenRiverCam. The purpose of this study is to identify surface currents with varying drone heights, then verify the LSPIV results based on field data and analyze and link them to oceanographic aspects. LSPIV observations focused on the right side of the estuary mouth at the Cimanis River estuary. Observations of oceanographic aspects were also conducted spatially. Data verification in the LSPIV data results is field measurement data. The resulting current magnitudes for ideal conditions in the field range from 0-0.3 m/s. The current magnitude at low tide is greater than at high tide. The verification methods used are RMSE, MAE, MAPE, and correlation coefficient. The smallest error rate of RMSE, MAE, and MAPE is at 18 m height with each error value is 0.008 m/s, 0.006 m/s, and 2.6%. The correlation coefficients of current magnitude between LSPIV and flowatch and current meter and drifter were 0.96 and 0.79, respectively. The correlation coefficient of current direction reached 0.99. The result obtained is that the LSPIV measurement with an altitude of 18 m is the best result, which is caused by the results obtained from the low flight resulting in higher reconstruction detail and the best precision. The impact of different LSPIV heights can be seen in terms of frame resolution, results with the best height, drone vibration and stability, and coverage area. text |
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The LSPIV method is one of the techniques of reviewing fluid flow in this study for
the estuary study area using drones with varying heights, using the open source
pyOpenRiverCam. The purpose of this study is to identify surface currents with
varying drone heights, then verify the LSPIV results based on field data and analyze
and link them to oceanographic aspects. LSPIV observations focused on the right
side of the estuary mouth at the Cimanis River estuary. Observations of
oceanographic aspects were also conducted spatially. Data verification in the
LSPIV data results is field measurement data. The resulting current magnitudes for
ideal conditions in the field range from 0-0.3 m/s. The current magnitude at low
tide is greater than at high tide. The verification methods used are RMSE, MAE,
MAPE, and correlation coefficient. The smallest error rate of RMSE, MAE, and
MAPE is at 18 m height with each error value is 0.008 m/s, 0.006 m/s, and 2.6%.
The correlation coefficients of current magnitude between LSPIV and flowatch and
current meter and drifter were 0.96 and 0.79, respectively. The correlation
coefficient of current direction reached 0.99. The result obtained is that the LSPIV
measurement with an altitude of 18 m is the best result, which is caused by the
results obtained from the low flight resulting in higher reconstruction detail and
the best precision. The impact of different LSPIV heights can be seen in terms of
frame resolution, results with the best height, drone vibration and stability, and
coverage area. |
format |
Final Project |
author |
Kezia Rikka Marbun, Cindy |
spellingShingle |
Kezia Rikka Marbun, Cindy PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY |
author_facet |
Kezia Rikka Marbun, Cindy |
author_sort |
Kezia Rikka Marbun, Cindy |
title |
PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY |
title_short |
PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY |
title_full |
PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY |
title_fullStr |
PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY |
title_full_unstemmed |
PERFORMANCE OF LARGE-SCALE PARTICLE IMAGE VELOCIMETRY METHOD FOR SURFACE CURRENT IDENTIFICATION BASED ON DRONE HEIGHT VARIATION IN CIMANIS ESTUARY, CIREBON REGENCY |
title_sort |
performance of large-scale particle image velocimetry method for surface current identification based on drone height variation in cimanis estuary, cirebon regency |
url |
https://digilib.itb.ac.id/gdl/view/82490 |
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1822997720687706112 |