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R package for accessing data from Global Fishing Watch APIs

Web application that displays data of one or multiple, local ADS-B feeders and AIS-data along with additional information on a map interface in the browser

AISdb Python package for smart AIS data storage and integration.

🥇🏆🏅 KnowAIS project won first place and Best Visualization in The UN Big Data Hackathon 2022 Big Data Expert Track.

PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.

Raster tiles chartplotter

The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel trajectories.

Anomaly detection from ships' Automatic Identification System (AIS) data

Real-time maritime vessel tracking and port congestion analytics platform with safety alerts using React, Django, and AIS data

trackio - A Python approach to working with spatiotemporal mass movement data.

WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory, IEEE Transactions on Aerospace and Electronic Systems (2023)

U.S. Coast Guard Nationwide Automatic Identification System (NAIS) Data Project

The simple AIS messages generator. The AIS data is sent as UDP packets to clients in NMEA 0183 format and optionally can be displayed on CLI terminal.

Embedded NMEA 0183 Parser is a C library designed for processing NMEA 0183 sentences on embedded devices.

An app to display ship routes from AIS files.

ROS driver for the Automatic Identification System (AIS)

Python tool scraping and collecting terrestrial AIS streaming data (visualization, API usage tracking, ...)

A geospatial risk modeling project visualizing synthetic AIS proximity events in the Aegean Sea using Python, Folium, and open data. Enables risk intelligence mapping, route analysis, and collision hotspot detection.