prikaz prve stranice dokumenta Container ship fleet route evaluation and similarity measure-ment between two shipping line ports
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Scientific paper - Original scientific paper
Container ship fleet route evaluation and similarity measure-ment between two shipping line ports
Journal of marine science and engineering, 11 (2023), 2; 1-16. https://doi.org/10.3390/jmse11020400
Šakan, Davor; Žuškin, Srđan; Rudan, Igor; Brčić, David

Institutional repository: Repository of the University of Rijeka, Faculty of Maritime Studies - FMSRI Repository

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Šakan, D., Žuškin, S., Rudan, I. & Brčić, D. (2023). Container ship fleet route evaluation and similarity measure-ment between two shipping line ports. Journal of marine science and engineering, 11. (2), 1-16. doi: 10.3390/jmse11020400

Šakan, Davor, et al. "Container ship fleet route evaluation and similarity measure-ment between two shipping line ports." Journal of marine science and engineering, vol. 11, no. 2, 2023, pp. 1-16. https://doi.org/10.3390/jmse11020400

Šakan, Davor, Srđan Žuškin, Igor Rudan and David Brčić. "Container ship fleet route evaluation and similarity measure-ment between two shipping line ports." Journal of marine science and engineering 11, no. 2 (2023): 1-16. https://doi.org/10.3390/jmse11020400

Šakan, D., et al. (2023) 'Container ship fleet route evaluation and similarity measure-ment between two shipping line ports', Journal of marine science and engineering, 11(2), pp. 1-16. doi: 10.3390/jmse11020400

Šakan D, Žuškin S, Rudan I, Brčić D. Container ship fleet route evaluation and similarity measure-ment between two shipping line ports. Journal of marine science and engineering [Internet]. 2023 [cited 2024 November 20];11(2):1-16. doi: 10.3390/jmse11020400

D. Šakan, S. Žuškin, I. Rudan and D. Brčić, "Container ship fleet route evaluation and similarity measure-ment between two shipping line ports", Journal of marine science and engineering, vol. 11, no. 2, pp. 1-16, 2023. [Online]. Available at: https://urn.nsk.hr/urn:nbn:hr:187:935218. [Accessed: 20 November 2024]

Metadata
Title (english)Container ship fleet route evaluation and similarity measure-ment between two shipping line ports
AuthorDavor Šakan
MBZ: 372154
AuthorSrđan Žuškin
MBZ: 314600
AuthorIgor Rudan
MBZ: 215633
AuthorDavid Brčić
MBZ: 313384
Author's institutionUniversity of Rijeka
Faculty of Maritime Studies
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Traffic and Transport Technology
Abstract (english)
The characterization of ship routes and route similarity measurement based on Automatic Identification System (AIS) data are topics of various scientific interests. Common route research approaches use available AIS identifiers of ship types. However, assessing route and similarity profiles for individual fleets requires collecting data from secondary sources, dedicated software libraries or the creation of specific methods. Using an open-source approach, public AIS and ship data, we evaluate route characteristics for the container ships of a single fleet in a six-month period, calling on two selected ports of the shipping line on the USA East Coast. We evaluate the routes in terms of length, duration and speed, whereas for the similarity measurement we employ the discrete Fréchet distance (DFD). The voyage length, duration and average speed distributions were observed to be moderately positive (0.77), negative (−0.62), and highly positively skewed based on the adjusted Fisher– Pearson coefficient of skewness (1.23). The most similar voyages were from the same ships, with the lowest discrete Fréchet distance similarity value (0.9 NM), whereas 2 different ships had the most dissimilar voyages, with the highest DFD value (14.1 NM). The proposed methodology enables assessment of similarities between individual ships, or between fleets.
Keywords (english)
Languageenglish
Publication typeScientific paper - Original scientific paper
Publication statusPublished
Peer reviewPeer review - international
Publication versionPublished version
Journal titleJournal of marine science and engineering
Numberingvol. 11, no. 2, pp. 1-16
e-ISSN2077-1312
DOIhttps://doi.org/10.3390/jmse11020400
URN:NBNurn:nbn:hr:187:935218
Publication2023
Document URLhttp://bib.irb.hr/1252444
Type of resourceText
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2023-02-22 12:29:20