Fishing-Vessel Detection using Synthetic Aperture Radar (SAR) Sentinel-1 (Case Study: Java Sea)

Sarah Putri Fitriani and Jonson Lumban Gaol and Dony Kushardono (2019) Fishing-Vessel Detection using Synthetic Aperture Radar (SAR) Sentinel-1 (Case Study: Java Sea). International Journal of Remote Sensing and Earth Sciences, 16 (2). pp. 131-142. ISSN 0216-6739

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Abstract

The synthetic aperture radar (SAR) instrument of Sentinel-1 is a remote sensing technology being developed to enable the detection of vessel distribution. The purpose of this research is to study fishing-vessel detection using SAR Sentinel-1 data. In this study, the constant false alarm rate method (CFAR) for Sentinel-1 data is used for the detection of fishing vessels in Indramayu sea waters. The data used to detect ships includes SAR Sentinel-1A images and vessel monitoring system (VMS) data acquired on 8 March and 20 March 2018. SAR Sentinel-1 imagery data is obtained through pre processing and object identification using Sentinel Application Platform (SNAP) software. Overlay analysis is then used to enable discrimination of immovable and movable objects and validation of ships detected from SAR Sentinel-1 imagery is performed using VMS data. From overlay analysis, 46 ships were detected on 8 March 2018 and 39 ships on 20 March 2018. Of all the ship points detected using SAR Sentinel-1, 7.06% could be detected by VMS data while 92.94% could not. The number of ships detected by SAR Sentinel-1 is greater than those detected by VMS because not all ships use VMS devices.

Item Type: Article
Uncontrolled Keywords: Fishing vessels detection, synthetic aperture radar (SAR), Sentinel-1, Java Sea, vessel monitoring system (VMS)
Subjects: Teknologi Penginderaan Jauh > Pengelolaan dan Pengembangan > Citra Satelit
Divisions: Deputi Penginderaan Jauh > Pusat Pemanfaatan Penginderaan jauh
Depositing User: Dinar Indrasasi
Date Deposited: 05 Aug 2021 00:31
Last Modified: 14 Oct 2021 06:51
URI: http://repositori.lapan.go.id/id/eprint/1093

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