Maritime tracking data analysis and integration with AISdb

Efficiently handling Automatic Identification System (AIS) data is vital for enhancing maritime safety and navigation, yet is hindered by the system’s high volume and error-prone datasets. This paper introduces the Automatic Identification System Database (AISdb), a novel tool designed to address the challenges of processing and analyzing AIS data. AISdb is a comprehensive, open-source platform that enables the integration of AIS data with environmental datasets, thus enriching analyses of vessel movements and their environmental impacts. By facilitating AIS data collection, cleaning, and spatio-temporal querying, AISdb significantly advances AIS data research. Utilizing AIS data from various sources, AISdb demonstrates improved handling and analysis of vessel information, contributing to enhancing maritime safety, security, and environmental sustainability efforts.

Authors

Institutions

Publication Details

Journal
SoftwareX
Published
2024-11-04
DOI
https://doi.org/10.1016/j.softx.2024.101952
Citations
13
Primary Topic
Maritime Navigation and Safety
Type
article
Field-Weighted Citation Impact
4.37
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Maritime tracking data analysis and integration with AISdb

Jay Kumar, Ronald Pelot, Sarah Vela, Claudio DiBacco et al.
13 citations
SoftwareX
Maritime Navigation and Safety
4.37
article

Maritime tracking data analysis and integration with AISdb

Jay Kumar, Ronald Pelot, Sarah Vela, Claudio DiBacco, Stan Matwin, Romina Gehrmann, Gabriel Spadon, Jinkun Chen, Matthew Smith, Casey Hilliard
article en
13 citations

Abstract

Efficiently handling Automatic Identification System (AIS) data is vital for enhancing maritime safety and navigation, yet is hindered by the system’s high volume and error-prone datasets. This paper introduces the Automatic Identification System Database (AISdb), a novel tool designed to address the challenges of processing and analyzing AIS data. AISdb is a comprehensive, open-source platform that enables the integration of AIS data with environmental datasets, thus enriching analyses of vessel movements and their environmental impacts. By facilitating AIS data collection, cleaning, and spatio-temporal querying, AISdb significantly advances AIS data research. Utilizing AIS data from various sources, AISdb demonstrates improved handling and analysis of vessel information, contributing to enhancing maritime safety, security, and environmental sustainability efforts.

SoftwareXVol. 28
Dalhousie University (CA), Fisheries and Oceans Canada (CA)
Openalex Percentile: Top 5%
Maritime Navigation and Safety
4.37
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.