ais-data

This tool allows the identification and tracking of marine vessels by geolocation, MMSI, or via MarineTraffic URLs. It ensures user privacy via proxy support, and includes fallback strategies for optimal performance.

proxy ais vessel vessel-detection marine-data ais-data ship-tracking vessel-trackimg

UpdatedDec 19, 2023
Python

AISViz /AISdb

Star27

AISdb Python package for smart AIS data storage and itegration.

canada spatial-index spatial-data nova-scotia dalhousie oceans halifax timescaledb geoinformatics ais-data geoai spatial-analytics

UpdatedMar 24, 2025
Python

datacerdas /know-ais

Star26

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

data-science statistics analytics neo4j knowledge-graph network-analysis united-nations decision-support-system hackathon-project solidjs ais-data official-statistics winning-project

UpdatedDec 30, 2022
Jupyter Notebook

VladimirKalachikhin /Galadriel-map

Star18

Raster tiles chartplotter

map chart gpx tile csv dashboard navigation tilemap webapp gpsd nmea marine ais nmea-sentences nmea0183 ais-data chartplotter tiles-map-viewer chart-plotter ais-info

UpdatedMar 21, 2025
JavaScript

nikpau /pytsa

Star12

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

ais-data trajectory-extraction vessel-monitoring

UpdatedFeb 12, 2025
Python

marthadais /TrajectoriesCompressionAnalysis

Star11

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

compression-algorithm trajectory ais-data hdbscan-clustering-algorithm

UpdatedFeb 7, 2023
Python

datapartnership /syria-economic-monitor

Star8

Support for the Syria Economic Monitor

data-science global-development mobility syria ntl ais-data data-for-good nighttime-lights data-good syria-economic-monitor datapartnership

UpdatedMar 24, 2025
Jupyter Notebook

LeoPits /Vessels-anomaly-detection-with-AIS-data

Star8

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

python ships ais-data anomaly-detection-algorithm

UpdatedNov 2, 2024
Jupyter Notebook

derekeden /trackio

Star6

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

abm migration path movement-data route agent-based-modeling movement mobility tracks ais trajectory ais-data mobility-data

UpdatedMar 5, 2025
Jupyter Notebook

pauljohanneskraft /AISVisualizer

Star4

An app to display ship routes from AIS files.

map apple-maps sailing boats ais ships ais-data noaa-data noaa-historical-data

UpdatedMay 4, 2022
Swift

jordanbell2357 /uscg-nais-data

Star4

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

bigquery geospatial-data ports trajectory-analysis ais ais-data uscg marinecadastre

UpdatedFeb 27, 2024
Jupyter Notebook

Argenni /AIS_data_reconstruction

Star3

Part of my PhD thesis - a framework for reconstruction of damaged AIS data, consisting of 3 stages: clustering, anomaly detection and prediction

python machine-learning random-forest clustering regression xgboost k-means dbscan k-nearest-neighbours anomaly-detection multilabel-classification wavelet-transform ais-data vectorautoregression

UpdatedJan 14, 2025
Python

52North /MariDataHarvest

Star3

MariDataHarvest is a tool for scrapping and harvesting Automatic Identification System (AIS) data provided by marinecadastre then appending it with the weather and environment conditions provided by CMEMS and RDA at each geographical and UTC timestamp point.

marine-data ais-data environmental-data