a b s t r a c tOceanographic conditions like wind strength and wave height affect the risk of shipping incidents. Seasonal variations and trends in these effects are studied for weather-related incidents and pollution incidents, for six major ship types and for six regions across the globe. The employed database of more than five million observations combines information from various sources on oceanographic conditions, ship particulars, and incidents. The magnitude of wind and wave effects is found to vary by ship type, region, season, and period, and most of these effects are larger during the autumn and winter season and in recent periods.
IntroductionMany maritime administrations and coastal states are nowadays trying to become more proactive in their risk mitigation strategies. Current maritime risk assessments often still ignore various risk dimensions and associated uncertainties (Merrick and Van Dorp, 2006). Van der Hoorn and Knapp (2014) propose a multi-layered approach to incorporate ship-specific risk, vessel traffic densities, and location-specific conditions such as bathymetry, wind, waves, currents, and coastal sensitivities to pollution.For the North Atlantic, it has been reported that oceanographic conditions are changing, with rising sea levels, larger wave height and wind strength, changing wind patterns, and increasing frequency and force of storms (Woolf and Challenor, 2002;Tsimplis et al., 2005;European Parliament, 2007; IPCC, 2007). Meanwhile, new shipping routes are opening up, for example, due to the melting Arctic. Such developments necessitate investigation of the relation between oceanographic conditions and maritime safety, including vessel design aspects like stability and long-term wave stress on the hull structure (IMO, 1995(IMO, , 2005a. Knapp et al. (2011) study the effect of wind strength and wave height on the risk of weather-related incidents for the North Atlantic. The current paper extends this type of risk evaluation to a global level and evaluates risk of weather-related incidents and pollution incidents for six regions across the globe. The focus is on seasonal effects and trends (changes over time) in wind speed and wave height with their impact on incident risk for the following six regions: North Atlantic; East Africa and Indian Ocean; Japan, Korea, and South Chinese Sea; South Atlantic and West Africa; North Pacific; South Pacific and Antarctica. Other relevant physical factors, such as directions of wind and waves and the strength and direction of currents, are not available in the database and are therefore not included in the analysis.