Papers for

port authorities

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

Comprehensive ais dataset reveals maritime activity in finnish waters

A Large-Scale AIS Dataset from Finnish Water

Abstract: 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.

Fri 11 SeptMachine Learning
The gist
Tracking ship positions helps keep waters safe, but these signals can also tell us a lot about how ships move and behave. The authors collected a very large set of such tracking data from Finland’s lakes and the Baltic Sea, a busy and complex water area. This dataset includes information about different types of ships and where they travel, helping people study maritime traffic. They also provide maps showing common routes, making it easier to spot patterns and changes in ship movements.
Open 2609.12938v1