NOTICE — MARIS-Forecast attributions
This directory packages four jurisdictional AIS sub-datasets plus a derived processing pipeline. Each upstream provider must be credited when their data is used. The following attribution lines are recommended for any paper, release, or product that builds on this benchmark.
Required attributions
DMA — Danish Maritime Authority
Contains AIS data from the Danish Maritime Authority (DMA), aisdk-2025-09, made available as Danish public-sector information under the Act no. 596 of 24 June 2005 on the further use of public-sector information (the PSI Act). The DMA provides the data free of charge and without warranty as to correctness, and the data may not be combined so as to identify persons without a permit. (This is not a Creative Commons licence.) Source: https://www.dma.dk/safety-at-sea/navigational-information/ais-data
NOAA — National Oceanic and Atmospheric Administration / MarineCadastre
Contains AIS data from the U.S. National Oceanic and Atmospheric Administration (NOAA), MarineCadastre AIS, March 2025. This is a U.S. government work in the public domain. Source: https://marinecadastre.gov
Piraeus — University of Piraeus / Tritsarolis et al.
Contains the Piraeus AIS Dataset for Large-scale Maritime Data Analytics by Tritsarolis, Kontoulis & Theodoridis (2022). DOI: 10.5281/zenodo.6323416. Released under CC BY 4.0.
Norway — Kystverket (Norwegian Coastal Administration)
Contains data under the Norwegian Licence for Open Government Data (NLOD 2.0) distributed by Kystverket (Kystdatahuset). https://kystdatahuset.no/
OpenStreetMap (environmental rasters, signed-distance fields, vectors, OSM-derived columns)
Map data © OpenStreetMap contributors, available under the Open Database License (ODbL). https://www.openstreetmap.org/copyright All OSM-derived artefacts are ODbL and carry the ODbL share-alike obligation — see
LICENSE-DATA.md, Section 3, for the exact list of ODbL files and columns.
Geofabrik historical extracts
Historical OSM data (e.g.
greece-200101.osm.pbf) is sourced from Geofabrik's archive of OpenStreetMap snapshots and remains subject to ODbL.
ERA5 / ECMWF (weather and sea-state columns)
Contains modified Copernicus Climate Change Service information (ERA5) and ECMWF WAM data, obtained via Open-Meteo. The
met_*andsea_*columns are governed by the Copernicus/ECMWF terms and Open-Meteo's terms; neither the Copernicus Climate Change Service nor ECMWF is responsible for any use of the derived information. https://open-meteo.com
Citations to use in research papers
Cite MARIS-Forecast plus the upstream sub-datasets that were used. Citation
metadata is provided in CITATION.cff; the exact per-file
licence mapping is in LICENSE-DATA.md.
Provenance summary
| Subset | Raw year(s) | Provider | Upstream licence / terms |
|---|---|---|---|
| DMA | 2025-09 | Danish Maritime Authority | Danish PSI Act (act 596/2005); free reuse, no warranty, no re-identification |
| NOAA | 2025-03 | NOAA / MarineCadastre | U.S. public domain |
| Piraeus | 2019-01..2019-12 | Tritsarolis et al. (Zenodo) | CC BY 4.0 |
| Norway | 2025-08..2025-09 | Kystverket | NLOD 2.0 |
| Environmental context | — | OpenStreetMap / Geofabrik | ODbL (share-alike) |
| Weather & sea state | — | ERA5 / ECMWF WAM via Open-Meteo | Copernicus / ECMWF terms |
The four AIS entries are verified from the raw filenames and the first-row
timestamps of standard_track_v1/train/part-000.csv.gz.