Navigational collisions are one of the major safety concerns for many seaports. Despite the extent of work recently done on collision risk analysis in port waters, little is known about the influencing factors of the risk. This paper develops a technique for modeling collision risks in port waterways in order to examine the associations between the risks and the geometric, traffic, and regulatory control characteristics of waterways. A binomial logistic model, which accounts for the correlations in the risks of a particular fairway at different time periods, is derived from traffic conflicts and calibrated for the Singapore port fairways. Estimation results show that the fairways attached to shoreline, traffic intersection and international fairway attribute higher risks, whereas those attached to confined water and local fairway possess lower risks. Higher risks are also found in the fairways featuring higher degree of bend, lower depth of water, higher numbers of cardinal and isolated danger marks, higher density of moving ships and lower operating speed. The risks are also found to be higher for night-time conditions.
INTRODUCTION.Maintaining smooth and collision-free traffic movements in port fairways is one of the top-priority concerns in many seaports. However, navigational collisions account for a substantial portion of the major types of shipping incidents in port waters. Many studies (Goossens and Glansdorp, 1998;Akten, 2004;Darbra and Casal, 2004;Liu, Liang et al., 2006;Liu, Pedersen et al., 2006;Yip, 2008) have reported that collisions are over-represented in port water incidents. Collisions are also identified as one of the most severe types of incidents (IMO, 1998), thus making them a major safety concern for many seaports.Risk of collisions in port waters is likely to increase with the gradual increase of shipping traffic in numbers and sizes over the past decades. The world fleet is increasing in number (see Soares and Teixeira, 2001) which may result in increased traffic movements within port waters, consequently increasing the risk of collision. The number of traffic movements on a busy fairway in port waters can be as high as 2000 per day (Yip, 2008) and the number is expected to increase with the continuing growth of traffic. Such a high number of movements may result in more collisions and near-misses. More importantly, navigational traffic is increasing in size (Faulkner, 2003) resulting in a higher number of large ships in port waters. The larger ships have reduced maneuverability and thus face a consequent increase in the risk of collision (Akten, 2004), especially in the port waters where navigation room is restricted by land obstacles.To address this safety concern, some recent studies have focused on examining trends and causes of collisions (Goossens and Glansdorp, 1998;Akten, 2004;Darbra and Casal, 2004;Liu, Liang et al., 2006), whereas some (Darbra and Casal, 2004;Yip, 2008) have addressed the issues related to consequences of collisions (i.e., injuries and fatalities). Desp...