{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T21:59:17Z","timestamp":1780955957633,"version":"3.54.1"},"reference-count":48,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Reliability Engineering &amp; System Safety"],"published-print":{"date-parts":[[2026,11]]},"DOI":"10.1016\/j.ress.2026.112807","type":"journal-article","created":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T17:10:15Z","timestamp":1777569015000},"page":"112807","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"P2","title":["Correlation analysis framework based on spatial traffic characteristics and modified multi-observational eccentric domain"],"prefix":"10.1016","volume":"275","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0209-1770","authenticated-orcid":false,"given":"Dapei","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8570-4263","authenticated-orcid":false,"given":"C.","family":"Guedes Soares","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.ress.2026.112807_bib0001","series-title":"Review of maritime transport 2024: navigating maritime chokepoints","year":"2024"},{"key":"10.1016\/j.ress.2026.112807_bib0047","series-title":"European maritime safety agency","article-title":"Annual overview of Marine casualties and Incidents 2024\u202f","year":"2024"},{"key":"10.1016\/j.ress.2026.112807_bib0002","series-title":"Proceedings of the ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2018)","article-title":"Risk of maritime traffic in coastal waters","author":"Teixeira","year":"2018"},{"key":"10.1016\/j.ress.2026.112807_bib0003","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2023.109166","article-title":"Quantitative assessment of ship collision risk influencing factors from worldwide accident and fleet data","volume":"234","author":"Ant\u00e3o","year":"2023","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0004","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2024.110187","article-title":"Incorporation of a global perspective into data-driven analysis of maritime collision accident risk","volume":"249","author":"Li","year":"2024","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0005","doi-asserted-by":"crossref","DOI":"10.1016\/j.ocecoaman.2024.107473","article-title":"A data-driven bayesian network model for risk influencing factors quantification based on the global maritime accident database","volume":"259","author":"Jiang","year":"2024","journal-title":"Ocean Coast Manag"},{"key":"10.1016\/j.ress.2026.112807_bib0006","doi-asserted-by":"crossref","DOI":"10.1016\/j.ocecoaman.2023.106660","article-title":"Knowledge graph construction based on ship collision accident reports to improve maritime traffic safety","volume":"240","author":"Gan","year":"2023","journal-title":"Ocean Coast Manag"},{"issue":"5","key":"10.1016\/j.ress.2026.112807_bib0007","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1016\/j.ress.2010.01.009","article-title":"Probability modelling of vessel collisions","volume":"95","author":"Montewka","year":"2010","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0008","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2025.110158","article-title":"A hybrid deep learning method for the real-time prediction of collision damage consequences in operational conditions","volume":"145","author":"Zhang","year":"2025","journal-title":"Eng Appl Artif Intell"},{"key":"10.1016\/j.ress.2026.112807_bib0009","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2020.106933","article-title":"Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data","volume":"200","author":"Du","year":"2020","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0010","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2021.107901","article-title":"Collision risk analysis on ferry ships in Jiangsu Section of the Yangtze River based on AIS data","volume":"215","author":"Cai","year":"2021","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0011","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2026.124972","article-title":"Intelligent traffic organisation for sea ports: fusing multi-source data for resource allocation and scheduling","volume":"354","author":"Liu","year":"2026","journal-title":"Ocean Eng"},{"issue":"5","key":"10.1016\/j.ress.2026.112807_bib0012","doi-asserted-by":"crossref","first-page":"6778","DOI":"10.1109\/TITS.2025.3531425","article-title":"Research on ship following behavior based on data mining in arctic waters","volume":"26","author":"Shu","year":"2025","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"10.1016\/j.ress.2026.112807_bib0013","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2021.107463","article-title":"Spatial correlation analysis of near ship collision hotspots with local maritime traffic characteristics","volume":"209","author":"Rong","year":"2021","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0014","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2024.117466","article-title":"A novel method for extracting near-misses from AIS data involving collision avoidance behaviour","volume":"301","author":"Zhang","year":"2024","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0015","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1017\/S0373463300041230","article-title":"A statistical study of ship domains","volume":"28","author":"Goodwin","year":"1975","journal-title":"J Navig"},{"key":"10.1016\/j.ress.2026.112807_bib0016","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1017\/S0373463300022384","article-title":"Traffic capacity","volume":"24","author":"Fuji","year":"1971","journal-title":"J Navig"},{"key":"10.1016\/j.ress.2026.112807_bib0017","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1016\/j.oceaneng.2017.09.020","article-title":"Review of ship safety domains: models and applications","volume":"145","author":"Szlapczynski","year":"2017","journal-title":"Ocean Eng."},{"issue":"6","key":"10.1016\/j.ress.2026.112807_bib0018","doi-asserted-by":"crossref","first-page":"931","DOI":"10.1017\/S0373463313000489","article-title":"Empirical ship domain based on AIS data","volume":"66","author":"Hansen","year":"2013","journal-title":"J Navig"},{"key":"10.1016\/j.ress.2026.112807_bib0019","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2020.108423","article-title":"Effective ship domain \u2013 Impact of ship size and speed","volume":"219","author":"Pietrzykowski","year":"2021","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0020","first-page":"97","article-title":"The combination of analytical and statistical method to define polygonal ship domain and reflect human experiences in estimating dangerous area","volume":"4","author":"Dinh","year":"2016","journal-title":"Int J E-Navig Marit Econ"},{"key":"10.1016\/j.ress.2026.112807_bib0021","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2020.107187","article-title":"A knowledge-based framework for two-dimensional (2D) asymmetrical polygonal ship domain","volume":"202","author":"Fiskin","year":"2020","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0022","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2020.108502","article-title":"Fuzzy domain and meta-heuristic algorithm-based collision avoidance control for ships: experimental validation in virtual and real environment","volume":"220","author":"Fiskin","year":"2021","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0023","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2023.114976","article-title":"An advanced decision-making model for determining ship domain size with a combination of MCDM and fuzzy logic","volume":"283","author":"Fiskin","year":"2023","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0024","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2024.119927","article-title":"Declarative ship arenas under favourable conditions","volume":"316","author":"Zarzycki","year":"2025","journal-title":"Ocean Eng"},{"issue":"4","key":"10.1016\/j.ress.2026.112807_bib0025","doi-asserted-by":"crossref","first-page":"733","DOI":"10.1017\/S0373463310000202","article-title":"An intelligent spatial collision risk based on the quaternion ship domain","volume":"63","author":"Wang","year":"2010","journal-title":"J Navig"},{"issue":"2","key":"10.1016\/j.ress.2026.112807_bib0026","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1017\/S0373463312000483","article-title":"A novel analytical framework for dynamic quaternion ship domains","volume":"66","author":"Wang","year":"2013","journal-title":"J Navig"},{"key":"10.1016\/j.ress.2026.112807_bib0027","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2019.106610","article-title":"Potential risk ship domain as a danger criterion for real-time ship collision risk evaluation","volume":"194","author":"Im","year":"2019","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0028","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2021.110143","article-title":"Conflict detection method based on dynamic ship domain model for visualisation of collision risk hotspots","volume":"242","author":"Liu","year":"2021","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0029","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2021.107752","article-title":"An empirical ship domain based on evasive maneuver and perceived collision risk","volume":"213","author":"Du","year":"2021","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0030","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2022.111568","article-title":"A method to extract the Quaternion Ship Domain parameters from AIS data","volume":"257","author":"Silveira","year":"2022","journal-title":"Ocean Eng"},{"issue":"3","key":"10.1016\/j.ress.2026.112807_bib0031","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1017\/S0373463318000978","article-title":"A revisit of the definition of the ship domain based on AIS analysis","volume":"72","author":"H\u00f6rteborn","year":"2019","journal-title":"J Navig"},{"key":"10.1016\/j.ress.2026.112807_bib0032","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2019.106130","article-title":"Probabilistic ship domain with applications to ship collision risk assessment","volume":"186","author":"Zhang","year":"2019","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0033","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2023.113921","article-title":"Prediction of ship domain on coastal waters by using AIS data","volume":"273","author":"Kundak\u00e7\u0131","year":"2023","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0034","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2025.120470","article-title":"Quantitative critical ship arena based on collision accident reports to pre-warn close-quarters situations","volume":"322","author":"Li","year":"2025","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0035","doi-asserted-by":"crossref","first-page":"9004","DOI":"10.1109\/TITS.2025.3539011","article-title":"Ship collision risk assessment and visualisation using radar sequential images for intelligent maritime supervision","volume":"26","author":"Xu","year":"2025","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"10.1016\/j.ress.2026.112807_bib0036","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2023.115672","article-title":"Grounding risk quantification in channel using the empirical ship domain","volume":"286","author":"Yang","year":"2023","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0037","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2020.108436","article-title":"A novel real-time collision risk awareness method based on velocity obstacle considering uncertainties in ship dynamics","volume":"220","author":"Yuan","year":"2021","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0038","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2025.121721","article-title":"Near miss detection framework based on multi-observational eccentric domain in confined waters","volume":"335","author":"Liu","year":"2025","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0039","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2022.112235","article-title":"AIS-based characterisation of navigation conflicts along the US Atlantic Coast prior to development of wind energy","volume":"264","author":"Breithaupt","year":"2022","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0040","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2024.119308","article-title":"COLREGs-adaptive trajectory planning and decision-making in maritime autonomous surface ships","volume":"312","author":"Han","year":"2024","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0041","series-title":"Advances in the collision and grounding of ships and offshore structures","first-page":"75","article-title":"Detection and analysis of near collision scenarios in the Malacca Strait","volume":"12","author":"Liu","year":"2024"},{"key":"10.1016\/j.ress.2026.112807_bib0042","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2020.108259","article-title":"A critique of the use of domain analysis for spatial collision risk assessment","volume":"219","author":"Rawson","year":"2021","journal-title":"Ocean Eng"},{"key":"10.1016\/j.ress.2026.112807_bib0043","doi-asserted-by":"crossref","DOI":"10.1016\/j.oceaneng.2022.112554","article-title":"A real-time ship collision risk perception model derived from domain-based approach parameters","volume":"265","author":"Wang","year":"2022","journal-title":"Ocean Eng."},{"key":"10.1016\/j.ress.2026.112807_bib0044","volume":"58","author":"Vlachos","year":"2005"},{"key":"10.1016\/j.ress.2026.112807_bib0048","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2025.111712","article-title":"Ship abnormal behaviour detection based on AIS data at the approach to ports","volume":"266","author":"Liu","year":"2026","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112807_bib0045","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1111\/j.1538-4632.1992.tb00261.x","article-title":"The analysis of spatial association by use of distance statistics","volume":"24","author":"Getis","year":"1992","journal-title":"Geogr Anal"},{"key":"10.1016\/j.ress.2026.112807_bib0046","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1016\/j.oceaneng.2019.04.024","article-title":"Ship trajectory uncertainty prediction based on a gaussian Process model","volume":"182","author":"Rong","year":"2019","journal-title":"Ocean Eng"}],"container-title":["Reliability Engineering &amp; System Safety"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0951832026006186?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0951832026006186?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T21:19:55Z","timestamp":1780953595000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0951832026006186"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11]]},"references-count":48,"alternative-id":["S0951832026006186"],"URL":"https:\/\/doi.org\/10.1016\/j.ress.2026.112807","relation":{},"ISSN":["0951-8320"],"issn-type":[{"value":"0951-8320","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Correlation analysis framework based on spatial traffic characteristics and modified multi-observational eccentric domain","name":"articletitle","label":"Article Title"},{"value":"Reliability Engineering & System Safety","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ress.2026.112807","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"112807"}}