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cff-version: 1.2.0
title: "MARIS-Forecast: a multi-region AIS trajectory dataset with temporally aligned maritime context for vessel trajectory forecasting"
message: "If you use MARIS-Forecast, please cite the Scientific Data descriptor and the Zenodo dataset record, and attribute the upstream AIS providers and OpenStreetMap."
type: software
authors:
- family-names: Ma
given-names: Kun
email: kunma1220@gmail.com
affiliation: "Harbin Engineering University; Politecnico di Torino"
- family-names: Han
given-names: Qilong
affiliation: "Harbin Engineering University"
- family-names: Han
given-names: Xiao
affiliation: "Yantai Research Institute, Harbin Engineering University"
- family-names: Yao
given-names: Jingzheng
email: yaojingzheng@hrbeu.edu.cn
affiliation: "Yantai Research Institute, Harbin Engineering University"
- family-names: Song
given-names: Chengjing
affiliation: "Yantai Research Institute, Harbin Engineering University"
- family-names: Gao
given-names: Tianyu
affiliation: "Yantai Research Institute, Harbin Engineering University"
- family-names: Na
given-names: Chunrui
affiliation: "Yantai Research Institute, Harbin Engineering University; Nanyang Technological University"
- family-names: Zhou
given-names: Ziqi
affiliation: "Yantai Research Institute, Harbin Engineering University"
- family-names: Wang
given-names: Hao
affiliation: "Harbin Engineering University"
- family-names: Sun
given-names: Jiaying
affiliation: "Yantai Research Institute, Harbin Engineering University"
- family-names: Wu
given-names: Changmao
affiliation: "Institute of Software, Chinese Academy of Sciences"
version: "1.0.0"
date-released: 2026-07-06
license: MIT
repository-code: "https://github.com/mark000071/MARIS-Forecast"
url: "https://doi.org/10.5281/zenodo.21224009"
keywords:
- "ship trajectory prediction"
- "AIS"
- "maritime benchmark"
- "cross-domain"
- "environmental context"
- "signed distance field"
- "social interaction"
- "long horizon forecasting"
- "OSM temporal consistency"
preferred-citation:
type: article
title: "A multi-region AIS dataset with temporally aligned maritime context for vessel trajectory forecasting"
authors:
- family-names: Ma
given-names: Kun
- family-names: Han
given-names: Qilong
- family-names: Han
given-names: Xiao
- family-names: Yao
given-names: Jingzheng
- family-names: Song
given-names: Chengjing
- family-names: Gao
given-names: Tianyu
- family-names: Na
given-names: Chunrui
- family-names: Zhou
given-names: Ziqi
- family-names: Wang
given-names: Hao
- family-names: Sun
given-names: Jiaying
- family-names: Wu
given-names: Changmao
journal: "Scientific Data"
year: 2026
identifiers:
- type: doi
value: 10.5281/zenodo.21224009
description: "Frozen Zenodo dataset record (v1.0.0)"
# Upstream AIS providers and cartographic sources — please cite alongside this work
references:
- type: dataset
title: "Danish Maritime Authority AIS Data (aisdk-2025-09)"
authors:
- name: "Danish Maritime Authority"
url: "https://www.dma.dk/safety-at-sea/navigational-information/ais-data"
notes: "Danish public-sector information under the PSI Act (act no. 596 of 24 June 2005); free reuse, provided without warranty, and may not be combined to identify persons without a permit. Not a Creative Commons licence."
- type: dataset
title: "NOAA / MarineCadastre AIS Data, March 2025"
authors:
- name: "U.S. National Oceanic and Atmospheric Administration"
url: "https://marinecadastre.gov/"
notes: "U.S. government work in the public domain."
- type: dataset
title: "The Piraeus AIS Dataset for Large-scale Maritime Data Analytics"
authors:
- family-names: Tritsarolis
given-names: Andreas
- family-names: Kontoulis
given-names: Yannis
- family-names: Theodoridis
given-names: Yannis
year: 2022
doi: "10.5281/zenodo.6323416"
license: CC-BY-4.0
- type: dataset
title: "Kystverket / Kystdatahuset AIS positions"
authors:
- name: "Kystverket (Norwegian Coastal Administration)"
url: "https://kystdatahuset.no/"
license: NLOD-2.0
- type: dataset
title: "OpenStreetMap contributors"
authors:
- name: "OpenStreetMap contributors"
url: "https://www.openstreetmap.org/copyright"
license: ODbL-1.0
notes: "Cartographic basis for all environmental rasters, signed-distance fields, vector objects and OSM-derived scalar columns; ODbL share-alike applies (see LICENSE-DATA.md)."