Spatial distribution analysis of the North Pacific spiny dogfish,Squalus suckleyi,in the North Pacific using generalized additive models |
| |
Authors: | Toshikazu Yano Seiji Ohshimo Minoru Kanaiwa Tsutomu Hattori Masa‐aki Fukuwaka Toru Nagasawa Sho Tanaka |
| |
Institution: | 1. Tohoku National Fisheries Research Institute, Japan Fisheries Research and Education Agency, Hachinohe, Aomori, Japan;2. Tokai University, Shizuoka Shimizu‐ku, Shizuoka, Japan;3. National Research Institute of Far Seas Fisheries, Japan Fisheries Research and Education Agency, Shizuoka Shimizu‐ku, Shizuoka, Japan;4. Seikai National Fisheries Research Institute, Japan Fisheries Research and Education Agency, Nagasaki, Nagasaki, Japan;5. Mie University, Tsu, Mie, Japan;6. Hokkaido National Fisheries Research Institute, Japan Fisheries Research and Education Agency, Sapporo Toyohira‐ku, Hokkaido, Japan |
| |
Abstract: | The North Pacific spiny dogfish (SPD), Squalus suckleyi, is a commercially exploited shark species that plays an important role in the ecosystem. To elucidate the distribution of the SPD in the North Pacific and to evaluate the effects of sea surface temperature (SST) and prey availability on its distribution, we estimated the probability of SPD presence using a generalized additive model with a binomial error distribution from SPD presence/absence data on 14,824 operations in fishery‐independent gillnet surveys between 1972 and 2011. The habitat model was structured in the east and west to reflect differences in the North Pacific oceanic environments. In the east, a higher probability of SPD presence was identified along the coast from the eastern Gulf of Alaska to Queen Charlotte Sound. In the west, it was identified around northern Japan. The estimated distribution was continuous between the two areas, whereas the probability of SPD presence was relatively low. Although the probability of SPD presence was higher at SSTs between 6°C and 12°C, the SST at the peak probability of SPD presence differed between the west and east. The prey species, Japanese sardine, Sardinops melanostictus, and walleye pollock, Gadus chalcogrammus, in the west and boreal clubhook squid, Onychoteuthis borealijaponica, in the east significantly affected the probability of SPD presence, which was higher if the prey species co‐existed with SPD. Therefore, SPD might adapt their distribution to that of available prey species. SPD stock assessment and management in these two important areas are required for its sustainable utilization. |
| |
Keywords: | distribution model fishery‐independent gillnet surveys habitat model prey species sea surface temperature |
|
|