River influenced beluga (Delphinapterus leucas) summer habitat use in western Hudson Bay, Canada

IF 2.7 3区 地球科学 Q2 ECOLOGY Arctic Science Pub Date : 2023-06-30 DOI:10.1139/as-2022-0040
Emma L. Ausen, D. Barber, Atreya Basu, J. Ehn, D. Walker, L. Dalman, M. Marcoux
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Abstract

River estuaries along western Hudson Bay, Canada, are important summer habitats for beluga whales (Delphinapterus leucus), and subject to increasing industrial development activities including vessel traffic. The feasibility of establishing a National Marine Conservation Area (NMCA) in western Hudson Bay is under consideration, requiring baseline studies and habitat monitoring. In this study, beluga whale locations were identified using aerial photographs collected during summer 2018 of the Seal, Knife, Churchill, and Nelson River estuaries. Sentinel 2 wavelength bands were used to outline river plume boundaries for the Seal, Knife and Churchill Rivers. Multiple discriminant analysis was used to differentiate between beluga habitat areas according to their environmental characteristics including concentration of total suspended sediments (TSS), and colored dissolved organic matter (CDOM). The Seal River estuary, Knife River estuary, Churchill River outer estuary, Churchill River estuary and Nelson River estuary were identified as distinct habitat areas. Resource selection functions and model selection were used to determine that habitat variables related to prey availability were important for beluga habitat selection, including TSS, CDOM, and the distance to river mouth or river plume. Identification of preferred habitat and habitat areas in this study are imperative for future management decisions including establishment of a NMCA.
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加拿大哈德逊湾西部受河流影响的白鲸夏季栖息地使用
加拿大哈德逊湾西部的河口是白鲸(Delphinapterus leucus)的重要夏季栖息地,并且受到包括船舶交通在内的日益增加的工业发展活动的影响。目前正在考虑在哈德逊湾西部建立国家海洋保护区(NMCA)的可行性,这需要基线研究和栖息地监测。在这项研究中,使用2018年夏季在海豹、刀、丘吉尔和纳尔逊河口收集的航空照片确定了白鲸的位置。哨兵2波长波段被用来勾勒出海豹河、刀河和丘吉尔河的河流羽流边界。根据总悬浮沉积物(TSS)浓度、彩色溶解有机质(CDOM)浓度等环境特征,采用多元判别分析方法对白鲸栖息地区域进行区分。海豹河河口、刀河河口、丘吉尔河外河口、丘吉尔河河口和纳尔逊河河口被确定为不同的生境区。通过资源选择函数和模型选择,确定了与猎物可得性相关的栖息地变量,包括TSS、CDOM和到河口或河羽的距离,对白鲸的栖息地选择有重要影响。在这项研究中,确定首选栖息地和栖息地区域对未来的管理决策至关重要,包括建立国家海洋保护区。
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来源期刊
Arctic Science
Arctic Science Agricultural and Biological Sciences-General Agricultural and Biological Sciences
CiteScore
5.00
自引率
12.10%
发文量
81
期刊介绍: Arctic Science is an interdisciplinary journal that publishes original peer-reviewed research from all areas of natural science and applied science & engineering related to northern Polar Regions. The focus on basic and applied science includes the traditional knowledge and observations of the indigenous peoples of the region as well as cutting-edge developments in biological, chemical, physical and engineering science in all northern environments. Reports on interdisciplinary research are encouraged. Special issues and sections dealing with important issues in northern polar science are also considered.
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