aisdb 1.4.18

AIS Database and Processing Utils

Description

Package features:

• SQL database for storing AIS position reports and vessel metadata

• Vessel position cleaning and trajectory modeling

• Utilities for streaming and decoding AIS data in the NMEA binary string format (See Base Station Deployment)

• Integration with external datasources including depth charts, distances from shore, vessel geometry, etc.

• Network graph analysis, MMSI deduplication, interpolation, and other processing utilities

• Data visualization

Web Interface: https://aisdb.meridian.cs.dal.ca/

Docs: https://aisdb.meridian.cs.dal.ca/doc/readme.html

Source Code: https://gitlab.meridian.cs.dal.ca/public_projects/aisdb

What is AIS?

Wikipedia: https://en.wikipedia.org/wiki/Automatic_identification_system

Description of message types: https://arundaleais.github.io/docs/ais/ais_message_types.html

Install Prerequisite

Python version 3.8 or higher (tested on version 3.10).

Install from PyPI

python -m venv env_ais && source ./env_ais/bin/activate
pip install aisdb

Installing from Source

See Installing from Source

Code examples

1. Parsing raw format messages into a database

2. Automatically generate SQL database queries

3. Compute trajectories from database rows

4. Vessel trajectory cleaning and MMSI deduplication

5. Compute network graph of vessel movements between polygons

6. Integrating data from web sources, such as depth charts, shore distance, etc.

Collecting AIS Data

1. Setting up an AIS radio station, and exchanging data with other networks