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Seabed classification for trawlability determined with a multibeam echo sounder on Snakehead Bank in the Gulf of Alaskaud

机译:在阿拉斯加湾的Snakehead岸上使用多波束回波测深仪确定的可拖网性海底分类

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摘要

Rockfishes (Sebastes spp.) tend to aggregate near rocky, cobble, or generally rugged areas that are difficult to survey with bottom trawls, and evidence indicates that assemblages of rockfish species may differ between areas accessible to trawling and those areas that are not. Consequently, it is important to determine grounds that are trawlable or untrawlable so that the areas where trawl survey results should be applied are accurately identified. To this end, we used multibeam echosounder data to generate metrics that describe the seafloor: backscatter strength at normal and oblique incidence angles, the variation of the angle-dependent backscatter strength within 10° of normal incidence, the scintillation of the acoustic intensity scattered from the seafloor, and the seafloor rugosity. We used these metrics to develop a binary classification scheme to estimate where the seafloor is expected to be trawlable. The multibeam echosounder data were verified through analyses of video and still images collected with a stereo drop camera and a remotely operated vehicle in a study at Snakehead Bank, ~100 km south of Kodiak Island in the Gulf of Alaska. Comparisons of different combinations of metrics derived from the multibeam data indicated that the oblique-incidence backscatter strength was the most accurate estimator of trawlability at Snakehead Bank and that the addition of other metrics provided only marginal improvements. If successful on a wider scale in the Gulf ofudAlaska, this acoustic remote-sensing technique, or a similar one, could help improve the accuracy of rockfish stock assessments.
机译:石鱼(Sebastes spp。)倾向于聚集在难以用底拖网进行调查的岩石,鹅卵石或通常崎ged不平的区域附近,证据表明,在拖网区域和非拖网区域之间,石鱼的种类可能有所不同。因此,确定可拖网或不可拖网的理由很重要,以便准确识别应应用拖网调查结果的区域。为此,我们使用多波束回波测深仪数据生成描述海底的指标:法向和倾斜入射角的背向散射强度,法向入射角10°内与角度相关的背向散射强度的变化,海底和海底皱纹。我们使用这些指标来开发二进制分类方案,以估计预期可拖网的海底位置。在阿拉斯加湾科迪亚克岛以南约100公里的Snakehead Bank的一项研究中,通过使用立体式下落照相机和遥控车辆收集的视频和静止图像的分析,验证了多光束回声测深数据。从多波束数据得出的指标的不同组合的比较表明,斜入射反向散射强度是Snakehead Bank中可拖网性的最准确估计,而其他指标的添加仅提供了少量改进。如果在 ud阿拉斯加海湾更广泛的规模取得成功,这种声音遥感技术或类似技术可以帮助提高石鱼种群评估的准确性。

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