Environmental predictors of habitat suitability and occurrence of cetaceans in the western North Atlantic Ocean

• Published in: Scientific Reports
• Main Authors: Samuel Chavez-Rosales, Debra L. Palka, Lance P. Garrison, Elizabeth A. Josephson
• Format: Article in Journal/Newspaper
• Language: English
• Published: Nature Portfolio 2019
• Subjects: Medicine; R; Science; Q; North Atlantic
• Online Access: https://doi.org/10.1038/s41598-019-42288-6; https://doaj.org/article/2792c1af0cfa4cee85afa44d39ef319d

Abstract The objective of this study was to identify the main environmental covariates related to the abundance of 17 cetacean species/groups in the western North Atlantic Ocean based on generalized additive models, to establish a current habitat suitability baseline, and to estimate abundance that incorporates habitat characteristics. Habitat models were developed from dedicated sighting survey data collected by NOAA- Northeast and Southeast Fisheries Science Centers during July 2010 to August 2013. A group of 7 static physiographic characteristics and 9 dynamic environmental covariates were included in the models. For the small cetacean models, the explained deviance ranged from 16% to 69%. For the large whale models, the explained deviance ranged from 32% to 52.5%. Latitude, sea surface temperature, bottom temperature, primary productivity and distance to the coast were the most common covariates included and their individual contribution to the deviance explained ranged from 5.9% to 18.5%. The habitat-density models were used to produce seasonal average abundance estimates and habitat suitability maps that provided a good correspondence with observed sighting locations and historical sightings for each species in the study area. Thus, these models, maps and abundance estimates established a current habitat characterization of cetacean species in these waters and have the potential to be used to support management decisions and conservation measures in a marine spatial planning context.