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首页> 外文期刊>Ecological informatics: an international journal on ecoinformatics and computational ecology >Patterning habitat preference of avifaunal assemblage on the Nakdong River estuary (South Korea) using self-organizing map
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Patterning habitat preference of avifaunal assemblage on the Nakdong River estuary (South Korea) using self-organizing map

机译:使用自组织映射绘制洛东河口(韩国)鸟类群落的栖息地偏好。

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摘要

A comprehensive monitoring of the avifaunal assemblage to observe patterning changes was attempted for an estuarine system in South Korea The current work identifies the importance of conserving habitat for migratory birds especially in the studied Nakdong River estuary This estuarine system has been recognized as one of the most important stopover sites on the East Asia-Australasian Flyway, and supports a high level of biodiversity The installation of an estuarine barrage in 1987 resulted in the habitat being partitioned into freshwater and brackish areas, however, there has been no systematic monitoring throughout the estuary In the original survey program, the entire system (ca 100 km(2)) was divided into eight sites and monthly or biweekly monitoring was implemented for the 3 years from April 2003 to March 2006. 227 species of birds were observed, with the dominant species being mallard (Anas platyrhynchos Linnaeus) (relative abundance. RA. 17 2%) Assemblage parameters showed avifauna biodiversity possessed a strong seasonality with some species groups dominating the estuary A non-linear patterning self-organizing map (SOM) algorithm was applied to the avifaunal data set to identify patterns in avifaunal distribution The trained SOM model (quantization error. 3375; topographic error, 0.000) clearly classified the bud data set into two clusters These clusters could be characterized by two factors i e, seasonal distribution of avifaunal assemblage and/or habitat properties. High dissimilarity between clusters was due to seasonality, while the brackish area (i.e. the cluster 1) was mostly occupied by cold season data while the reverse was true for cluster 2 By comparing bird data from the sub-zones, it was found that the center of the brackish area had a mixed pattern of bird distribution, which implied this area could be more important in terms of habitat preference with respect to migratory bird distribution From the results, it is strongly suggested that a strict management strategy for the estuarine area to conserve the avifauna throughout the migratory flyway be prepared The strategy could be seasonally and species specific.
机译:尝试对韩国河口系统的鸟类群进行全面监测,以观察花样的变化。目前的工作确定了保护候鸟栖息地的重要性,尤其是在研究的那洞河河口中。该河口系统被认为是最先进的河口系统之一。东亚-澳大利亚飞车道上的重要中途停留地,并支持高水平的生物多样性1987年河口堰坝的安装导致栖息地被划分为淡水和咸淡地区,但是,在整个河口没有进行系统的监测原始调查程序将整个系统(大约100 km(2))划分为八个站点,从2003年4月到2006年3月的3年中,每月或每两周进行一次监视。观察到227种鸟类,其中优势种是野鸭(Anas platyrhynchos Linnaeus)(相对丰度。RA。172%)组装参数显示为avifa无生物多样性具有强烈的季节性变化,某些物种组占据了河口。将非线性模式自组织图(SOM)算法应用于航空数据集,以识别航空动物分布中的模式训练有素的SOM模型(量化误差。 3375;地形误差(0.000)将芽数据集清楚地分为两个簇。这些簇的特征可能在于两个因素,即鸟类群落的季节性分布和/或栖息地特性。集群之间的高度差异是由于季节性因素造成的,而咸淡地区(即集群1)大部分被寒冷季节数据占据,而集群2则相反,通过比较分区中的鸟类数据,发现中心咸淡地区的鸟类分布格局混杂,这暗示着该地区在候鸟分布的栖息地偏好方面可能更为重要。从结果来看,强烈建议对河口地区采取严格的保护策略在整个迁徙航道上准备航空动物。该策略可以根据季节和特定物种而定。

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