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Habitat modelling of Electrona antarctica (Myctophidae, Pisces) in Kerguelen by generalized additive models and geographic information systems

机译:利用广义加性模型和地理信息系统对南美洲克格伦岛南极洲电虱(Myctophidae,双鱼座)的栖息地建模

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摘要

Electrona antarctica is one of the most abundant mesopelagic fishes in the oceanic zone surrounding the Kerguelen Archipelago in the Indian sector of the Southern Ocean. Generalized additive models (GAM) combined with geographical information systems (GIS) were used to predict and map the abundance of this species according to three environmental variables: sea surface temperature, bathymetry and surface chlorophyll a. The model was applied on the Antarctic Polar Front in the eastern part of Kerguelen Archipelago. E. antarctica seems to be linked to areas presenting low chlorophyll a concentrations, depths greater than 500 m and temperatures lower than 5℃. The model was then applied to the Kergue-len's plateau for three different years: 1998, 1999 and 2000. The position of Antarctic Polar Front and the intensity of an upwelling play an important role in the abundance variability of E. antarctica. Furthermore, the model allows the understanding of the habitat of E. antarctica and its trophic place in the pelagic ecosystem.
机译:南极洲电鱼是南大洋印度洋沿克格伦群岛周围海域最丰富的中古鱼类之一。结合地理信息系统(GIS)的广义加性模型(GAM)根据三个环境变量:海面温度,测深法和表面叶绿素a来预测和绘制该物种的丰度。该模型被应用于Kerguelen群岛东部的南极极地。南极大肠杆菌似乎与叶绿素a浓度低,深度大于500 m和温度低于5℃的地区有关。然后将模型应用于1998年,1999年和2000年的三个不同年份的Kergue-len高原。南极极地锋的位置和上升流的强度在南极大肠杆菌的丰度变异中起重要作用。此外,该模型还有助于了解南极大肠杆菌的栖息地及其在远洋生态系统中的营养位置。

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