Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image
Optical remote sensing is an effective means of water depth measurement, but the current approach of mainstream bathymetric retrieval requires a large amount of onsite measurement data. Such data are hard to obtain from places where underwater terrains are complicated and unsteady, and from sea area...
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doaj-e6e20ef64b2842ed98ae03143ad5b80b2020-11-25T01:55:20ZengMDPI AGApplied Sciences2076-34172019-10-01920437510.3390/app9204375app9204375Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird ImageZhen Zhang0Jingyu Zhang1Yi Ma2Huibo Tian3Tao Jiang4College of Geomatics, Shandong University of Science and Technology, Qingdao 266590, ChinaMarine Physics and Remote Sensing Research Department, First Institute of Oceanography, Ministry of Natural Resources, Qingdao 266061, ChinaMarine Physics and Remote Sensing Research Department, First Institute of Oceanography, Ministry of Natural Resources, Qingdao 266061, ChinaCollege of Geomatics, Shandong University of Science and Technology, Qingdao 266590, ChinaCollege of Geomatics, Shandong University of Science and Technology, Qingdao 266590, ChinaOptical remote sensing is an effective means of water depth measurement, but the current approach of mainstream bathymetric retrieval requires a large amount of onsite measurement data. Such data are hard to obtain from places where underwater terrains are complicated and unsteady, and from sea areas affected by issues with rights and conflicts of interest. In recent years, the emergence of airborne light detection and ranging (LiDAR) provided a new technical means for field bathymetric survey. In this study, water depth inversion was carried out around an island far from the mainland by using remote sensing images and real LiDAR waveform data. Multi-Gaussian function fitting was proposed to extract water depth data from waveform data, and bathymetric values were used as control and validation data of the active and passive combination of water depth inversion. Results show that the relative error was 5.6% for the bathymetric retrieval from LiDAR waveform data, and the accuracy meets the requirements of ocean bathymetry. The average relative error of water depth inversion based on active and passive remote sensing was less than 9%. The method used in this study can also reduce the use of LiDAR data and the cost, thus providing a new idea for future coastal engineering application and construction.https://www.mdpi.com/2076-3417/9/20/4375optical remote sensinglidar waveformbathymetric retrievalactive and passive combination |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhen Zhang Jingyu Zhang Yi Ma Huibo Tian Tao Jiang |
spellingShingle |
Zhen Zhang Jingyu Zhang Yi Ma Huibo Tian Tao Jiang Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image Applied Sciences optical remote sensing lidar waveform bathymetric retrieval active and passive combination |
author_facet |
Zhen Zhang Jingyu Zhang Yi Ma Huibo Tian Tao Jiang |
author_sort |
Zhen Zhang |
title |
Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image |
title_short |
Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image |
title_full |
Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image |
title_fullStr |
Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image |
title_full_unstemmed |
Retrieval of Nearshore Bathymetry around Ganquan Island from LiDAR Waveform and QuickBird Image |
title_sort |
retrieval of nearshore bathymetry around ganquan island from lidar waveform and quickbird image |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2019-10-01 |
description |
Optical remote sensing is an effective means of water depth measurement, but the current approach of mainstream bathymetric retrieval requires a large amount of onsite measurement data. Such data are hard to obtain from places where underwater terrains are complicated and unsteady, and from sea areas affected by issues with rights and conflicts of interest. In recent years, the emergence of airborne light detection and ranging (LiDAR) provided a new technical means for field bathymetric survey. In this study, water depth inversion was carried out around an island far from the mainland by using remote sensing images and real LiDAR waveform data. Multi-Gaussian function fitting was proposed to extract water depth data from waveform data, and bathymetric values were used as control and validation data of the active and passive combination of water depth inversion. Results show that the relative error was 5.6% for the bathymetric retrieval from LiDAR waveform data, and the accuracy meets the requirements of ocean bathymetry. The average relative error of water depth inversion based on active and passive remote sensing was less than 9%. The method used in this study can also reduce the use of LiDAR data and the cost, thus providing a new idea for future coastal engineering application and construction. |
topic |
optical remote sensing lidar waveform bathymetric retrieval active and passive combination |
url |
https://www.mdpi.com/2076-3417/9/20/4375 |
work_keys_str_mv |
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