Canales Cáceres, Rosa María, Gomariz-Castillo, Francisco, Alonso Sarría, Francisco, Abel, Isabel, Gimenez-Casalduero, Francisca Distribution and behaviour of striped dolphins in the southwestern Mediterranean Sea based on whale-watching data Regional Studies in Marine Science. 2023, 68: 103256. https://doi.org/10.1016/j.rsma.2023.103256 URI: http://hdl.handle.net/10045/138461 DOI: 10.1016/j.rsma.2023.103256 ISSN: 2352-4855 Abstract: The striped dolphin (Stenella coeruleoalba) is a cosmopolitan cetacean and the most commonly sighted dolphin in the Mediterranean Sea. It usually appears in groups of very different sizes, ranging from less than ten to more than 500 individuals, although it is usually found in groups of between 21 and 50 individuals. In the western Mediterranean, and more specifically in the Gulf of Mazarrón, S. coeruleoalba was the most frequently sighted cetacean during the 1042 whale-watching trips. The goal of this study was to establish the spatial and temporal distribution of striped dolphin sightings along the Gulf of Mazarrón between 2004 and 2014. Spatial patterns were analysed using a Random Forest based Species Distribution Model to estimate the presence of the species. Twentythree variables (three geographic, one temporal, eight geomorphometric and twelve oceanographic) were used as predictors. Out of the 1042 cruises, 872 records of striped dolphins were obtained. Some variations in the grouping patterns of these mammals were observed during the years 2006–2007, with an average shift in the size of the groups to fewer individuals (3−10). This variation is probably related to an epizootic event of morbillivirus occurring during those years, which was responsible for an abnormal rate of strandings of striped dolphins and long-finned pilot whales (Globicephala melas). The Random Forest model allowed to select 6 predictors related to morphometry and sea currents, suggesting the importance of specific habitat in offshore areas between 1000 and 3000 m depth in the continental slope. Keywords:Striped dolphin, Epizootics, Whale watching, Species distribution models, Random forest Elsevier info:eu-repo/semantics/article