论文

芬兰水域发布大规模船舶自动识别系统(AIS)数据集

A Large-Scale AIS Dataset from Finnish Water

精选理由

芬兰海事研究团队发布了他们收集的AIS数据集,包含2.29亿个数据点,对研究波罗的海和芬兰湖泊的船舶活动很有用。

本研究为海事研究社区贡献了一个来自芬兰水域的综合性AIS数据集,该数据集包含2.29亿个数据点,涵盖了波罗的海地区的航运活动。数据集不仅对现有AIS数据集进行了整理和分类,还特别包含了芬兰湖泊的数据,为研究该区域船舶行为和海事活动提供了资源。

原文 · arXiv cs.LG

A Large-Scale AIS Dataset from Finnish Water

This research paper contributes to the maritime research community by introducing a comprehensive AIS dataset from Finnish waters, specifically the Baltic Sea region. AIS data, initially designed for collision prevention, have evolved into a versatile tool with applications across diverse maritime domains. Our paper not only curates and categorises existing AIS datasets but also introduces a collected AIS dataset from the Baltic Sea area, renowned for its intercontinental cargo routes, military activities, and frozen water expanses. This dataset includes 229 millions data points and provides researchers with a resource for studying maritime activities and vessel behaviour in this dynamic region, notably distinguished by the inclusion of data from Finnish lakes. Our analysis includes a detailed listing of ship types and relevant features, empowering researchers to explore various maritime domains. To enhance comprehension and analysis, we provide visualisations of maritime traffic patterns. By publishing this AIS dataset, we aim to catalyse innovation and collaboration in maritime research, offering a gateway to deeper insights into maritime activities in the Baltic Sea and Finnish lakes.