使用卫星AIS和多传感器卫星图像检测海上交通异常:应用于2021年苏伊士运河阻塞

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2022-08-15 DOI:10.1017/S0373463322000364
Ahmed Harun-Al-Rashid, Chanjun Yang, Dae-Woon Shin
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引用次数: 3

摘要

摘要本研究总结了海上交通异常的情况,如2021年3月苏伊士运河船舶搁浅导致船舶拥堵和掉头加剧。在这里,在将研究区域细分为海洋、湖泊和运河后,分析了基于卫星自动识别系统的船舶轨迹,以及基于Sentinel-1和Sentinel-2图像的船舶位置。结果显示,堵塞影响了海上交通三个多星期,等待的船只数量从5艘增加到122艘,3月23日至31日,每天有一到三艘船在苏伊士湾掉头。Bitter Lakes的船只密度也增加了一倍多,最短等待时间为7天。因此,为了避免船舶等待时间过长,我们提出了一种基于急剧减速率、掉头和拥堵的预警方法。
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Detection of maritime traffic anomalies using Satellite-AIS and multisensory satellite imageries: Application to the 2021 Suez Canal obstruction
Abstract This study summarises the scenario of maritime traffic anomalies, like the increased congestion and U-turn of ships caused by the ship grounding in the Suez Canal in March 2021. Here, satellite automatic identification system based ship trajectories, and Sentinel-1 and Sentinel-2 images based ship positions are analysed after subdividing the study area into seas, lakes and canals. The results show that the blockage affected the maritime traffic for more than three weeks, waiting ship numbers increased from 5 to 122, and daily one to three ships made a U-turn between 23 and 31 March in the Gulf of Suez. Ship density also increased to more than double in Bitter Lakes with a minimum waiting time of 7 days. Hence, to avoid such prolonged waiting of ships, we propose a warning method based on the sharp speed decrease rate, U-turn and congestion.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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