Discover , Contribute , and Connect through
Open-Source Marine Data Analysis using AISdb in Python .
ACADEMIC CONTRIBUTIONS
[1] Spadon, G., Kumar, J., Eden, D., van Berkel, J., Foster, T., Smith, M., Vela, S., Gehrmann, R., Soares, A., Fablet, R. Matwin, S. & Pelot, R., (2024).
Probabilistic Feature Augmentation for AIS-Based Multi-Path Long-Term Vessel Trajectory Forecasting.
arXiv preprint arXiv:2310.18948.
[2] Song, R., Spadon, G., Pelot, R., Matwin, S., & Soares, A. (2024).
Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge.
arXiv preprint arXiv:2401.13098.