Bayesian networks in environmental risk assessment: A review

L Kaikkonen, T Parviainen… - Integrated …, 2021 - Wiley Online Library
Human activities both depend upon and have consequences on the environment.
Environmental risk assessment (ERA) is a process of estimating the probability and …

[HTML][HTML] Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data

L Du, F Goerlandt, P Kujala - Reliability Engineering & System Safety, 2020 - Elsevier
The safe navigation of ships is of high societal concern. A promising approach for analyzing
waterway risks is using non-accident critical events as surrogate indicators of collision …

[HTML][HTML] An empirical ship domain based on evasive maneuver and perceived collision risk

L Du, OAV Banda, Y Huang, F Goerlandt… - Reliability Engineering & …, 2021 - Elsevier
This paper introduced a new ship domain concept and an analytical framework. The ship
domain takes the point of the ship's first evasive maneuver as a basis and correlates it with …

Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis

W Zhang, X Feng, F Goerlandt, Q Liu - Reliability Engineering & System …, 2020 - Elsevier
Estimating the navigational risk of vessels operating in sea and waterway areas is important
for waterway risk management and pollution preparedness and response planning. Existing …

A risk-informed ship collision alert system: Framework and application

F Goerlandt, J Montewka, V Kuzmin, P Kujala - Safety Science, 2015 - Elsevier
Ship collisions are rare occurrences with a potential to cause significant human, monetary
and/or environmental loss. One element in preventing collision accidents is the presence of …

Analysis of fishing vessel accidents with Bayesian network and Chi-square methods

F Uğurlu, S Yıldız, M Boran, Ö Uğurlu, J Wang - Ocean Engineering, 2020 - Elsevier
Commercial fishing is an important industry that generates income directly or indirectly to
many people in the world. It is impossible to carry out a fishing activity on this scale without a …

Analyzing collision, grounding, and sinking accidents occurring in the Black Sea utilizing HFACS and Bayesian networks

Ö Uğurlu, S Yıldız, S Loughney, J Wang… - Risk …, 2020 - Wiley Online Library
This study examines and analyzes marine accidents that have occurred over the past 20
years in the Black Sea. Geographic information system, human factor analysis and …

[HTML][HTML] Risk management model of winter navigation operations

OAV Banda, F Goerlandt, V Kuzmin, P Kujala… - Marine pollution …, 2016 - Elsevier
The wintertime maritime traffic operations in the Gulf of Finland are managed through the
Finnish–Swedish Winter Navigation System. This establishes the requirements and …

Decision support tools for oil spill response (OSR-DSTs): Approaches, challenges, and future research perspectives

Z Yang, Z Chen, K Lee, E Owens, MC Boufadel… - Marine Pollution …, 2021 - Elsevier
Marine oil spills pose a significant threat to ocean and coastal ecosystems. In addition to
costs incurred by response activities, an economic burden could be experienced by …

Models and computational algorithms for maritime risk analysis: a review

GJ Lim, J Cho, S Bora, T Biobaku, H Parsaei - Annals of Operations …, 2018 - Springer
Due to the undesirable implications of maritime mishaps such as ship collisions and the
consequent damages to maritime property; the safety and security of waterways, ports and …