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@AISViz

AISViz: Making vessels tracking data available to everyone

🌊 Welcome to the AISviz project! ⛴️

We are a research initiative from MERIDIAN (Marine Environmental Research Infrastructure for Data Integration and Application Network) hosted on MARS (Maritime Risk And Safety Research) group at Dalhousie University and funded by the Department of Fisheries and Oceans (DFO) of the Government of Canada. This project aims to facilitate using Automatic Identification System (AIS) data for marine vessel tracking to enhance our understanding of global maritime traffic and the impacts of vessel activity on marine ecosystems.

💡 Goals

Our main objective is to build an easy-to-use open-source toolbox for raw AIS data extraction, processing, visualization, and vessel modeling. We aim to make AIS data accessible and comprehensible for a broad spectrum of users, from government bodies and policymakers to university researchers, non-government organizations (NGOs), coastal communities, and the general public.

💻 Technicalities

AISviz was proposed to implement machine learning applications that work seamlessly with flexible data sources from terrestrial and satellite streams of AIS data. Besides, we intend to make the interaction with AIS data user-friendly, which will be achieved by developing a graphical user interface (GUI). This approach will simplify data retrieval, integration, and basic manipulation processes. We also aim to enhance AIS data's applicability by integrating it with different maritime raster-based third-party data sources. The project and all its components will be made openly accessible, promoting collaboration, transparency, and public contribution.

🚀 Contributions

Through AISviz, we aim to open new pathways of research and policy-making strategies related to environmental preservation, vessel traffic optimization, illegal fishing detection, aquatic invasive species prevention, noise pollution monitoring, and much more. Moreover, AISviz would equip anyone interested in understanding the patterns and impacts of vessel movement with the necessary tools and knowledge to do so. Even if you're just an enthusiast, educator, student, or concerned citizen, AISviz can help you grasp the crucial role of vessel traffic in shaping our world's oceans.

👥 Collaborations

This project was born out of active collaboration, and we're ready to widen our circle. Regardless of your offering or background - whether you are a seasoned researcher, a programmer interested in AIS data, an organization focusing on marine conservation, or an eager learner fascinated by ocean sciences – our project welcomes you! Feel free to connect with us. We're always ready to answer your questions, consider your suggestions, and engage in discussions regarding AIS data.

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  1. Soft-DTW Soft-DTW Public

    Soft-DTW loss function for Keras/TensorFlow

    Python 4 2

Repositories

Showing 10 of 11 repositories
  • AISdb Public

    AISdb Python package for smart AIS data storage and interaction.

    AISViz/AISdb’s past year of commit activity
    Python 15 AGPL-3.0 0 6 2 Updated Oct 31, 2024
  • docs Public

    API Doc for AISdb

    AISViz/docs’s past year of commit activity
    0 0 0 0 Updated Oct 24, 2024
  • aisviz.github.io Public

    Static webpage for AISViz Project

    AISViz/aisviz.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Oct 16, 2024
  • AISdb-Web Public

    Web Interface for AISdb

    AISViz/AISdb-Web’s past year of commit activity
    JavaScript 0 0 0 0 Updated Oct 9, 2024
  • Tutorials Public

    Notebooks with tutorial examples.

    AISViz/Tutorials’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 5, 2024
  • .github Public

    Main page of AISViz GitHub team.

    AISViz/.github’s past year of commit activity
    0 0 0 0 Updated Jul 6, 2024
  • transformer-gravity Public

    TransformerGravity: A gravity-inspired deep learning framework for maritime traffic prediction in shipping networks

    AISViz/transformer-gravity’s past year of commit activity
    Jupyter Notebook 4 AGPL-3.0 0 0 0 Updated Jun 28, 2024
  • Soft-DTW Public

    Soft-DTW loss function for Keras/TensorFlow

    AISViz/Soft-DTW’s past year of commit activity
    Python 4 AGPL-3.0 2 3 0 Updated Apr 25, 2024
  • aisdb-api Public

    Web API for AISdb

    AISViz/aisdb-api’s past year of commit activity
    Python 0 0 1 0 Updated Apr 17, 2024
  • AISdb-WebAssembly Public Forked from AISViz/AISdb-Server

    This branch has been archived

    AISViz/AISdb-WebAssembly’s past year of commit activity
    Rust 0 1 0 0 Updated Feb 23, 2024

People

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