효과적인 해양 교통관리 및 사고 예방 체계 구축에 있어서 AIS는 매우 중요한 요소이다. AIS는 선박의 동적, 정적, 항해 정보를 송수신하여 항해 의사결정을 지원하고 효과적인 선박 교통관제에 도움을 준다. 이러한 AIS는 환경적 요인, 기계적 요인 등에 의해서 손실 이 발생하며, 손실이 생긴 AIS 데이터는 선박 운항자 및 관제의 측면에서 의사결정에 혼동을 야기한다. 때문에, 본 연구에서는 AIS 데이터 를 통해 선박 항적 데이터를 수신하고, 해당 항적 데이터의 손실을 복원한다. AIS 데이터 수신 시 저비용의 싱글보드 컴퓨터인 Raspberry Pi와 AIS 수신 보드인 dAISy HAT을 활용하여 하드웨어를, Raspberry Pi의 운영체제인 LINUX환경과Open chart plotter인 OPENCPN을 통해 소 프트웨어를 구성하였다. 해당 시스템을 활용하여 수신한 AIS 데이터의 손실이 발생하는 데이터 중 활용이 가능한 위도, 경도, 시간 데이 터를 통해 손실이 발생한 구간의 데이터를 보간하고, 보간된 데이터는 “INTERP”라는 태그를 통해 기존의 데이터와 함께 인터넷 웹 서버 인 AWS S3에 저장한다. 본 연구를 통하여, AIS 수신기를 통하여 선박 항적 데이터를 수신하고, 손실이 발생한 부분을 보간함으로써 항적 데이터의 활용도를 높일 수 있을 것으로 보인다. 향후 손실된 AIS 데이터로 인한 선박 항적 데이터의 복원을 위한 다양한 기법을 활용한 연구가 필요하다.

We collected AIS information on fishing vessels operating near Jeju Island, and analyzed appearance density of the Chinese fishing vessels and inferred the movements of the fishing grounds. AIS information was received from October 16, 2016 to October 16, 2017 and stored on a hard disk through a program called AisDecoder. Unauthorized fishing vessels within the Exclusive Fisheries Agreement Zone (EFAZ) operated near the EFAZ boundary, and the frequency of appearance of fishing vessels were high in the middle waters of Korea and Japan, 252 and 250 fishing zones. Chinese fishing vessels authorized to enter appeared scattered outside the Prohibiting Fishing Zone of the Large Trawlers (PFZLT), and the closer they were to the PFZLT boundary, the higher the appearance density. And the appearance of Chinese fishing vessels with a speed from 0 to 3 knots was mostly outside the EFAZ, showing high density in the waters close to the boundary between Korea and Japan. On the other hand, within the EFAZ, the frequency of appearance of Chinese fishing vessels was also low and scattered. The appearance of Chinese fishing vessels with a speed from 3 to 5 knots mostly shows some variability within the EFAZ, but the frequency of appearance was high and the density was high. The seasonal appearance of Chinese fishing vessels in the waters south of Jeju Island appeared in the southwest in the autumn and then moved south and southeast of Jeju Island in the winter, and in the spring and summer. They were considered going to other fishing grounds without fishing in the waters south of Jeju Island.

The purpose of this paper is to explore the fishing grounds of trawl fishery, which are operating in the waters around Jeju Island, and to investigate the monthly shifting changes of the explored fishing grounds. Information on AIS of fishing vessels operating near Jeju Island was collected and analyzed from October 16, 2016 to October 16, 2017. Thus, the location of fishing vessels with the same operational characteristics as those in this industry was extracted and displayed on Google Maps' location drawings to analyze the dense distribution of fishing vessels according to the frequency of their appearance. In the distribution of fishing vessels that appeared in October, a wide range of fishing grounds connecting the upper and lower waters of the 221 and 222 sea of fishing area was found to have gradually expanded and increased density, showing the widest range and highest density in December, and then gradually decreasing from January 2017 to near extinction in May. The distribution of fishing vessels that appeared in the left and lower waters of the 243 sea estuary increased not only in November and December, but also in the appearing sea areas gradually moved to the 242 sea and the range of their appearance was extended to the 241 sea. In other words, the highly dense fishing area in December indirectly shows that it is winter fishing grounds for these industries. The distribution of these dense fishing vessels gradually moved north and west with each passing day, reducing their density and reaching a near extinction in August. However, in September, the density was gradually restored again. Fishing vessels that appeared in high density in the northern waters of the 224 sea east of the Yeoseo island in December were thought to be fishing vessels, whose density decreased over time, almost disappeared in May, and reappeared in July and August, showing a certain degree of density, and then decreased again.