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Real-Time Classification of Seagrass Meadows on Flat Bottom with Bathymetric Data Measured by a Narrow Multibeam Sonar System

机译:利用狭窄的多波束声纳系统测得的测深数据对海底平地海草草甸进行实时分类

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Seagrass meadows, one of the most important habitats for many marine species, provide essential ecological services. Thus, society must conserve seagrass beds as part of their sustainable development efforts. Conserving these ecosystems requires information on seagrass distribution and relative abundance, and an efficient, accurate monitoring system. Although narrow multibeam sonar systems (NMBSs) are highly effective in resolving seagrass beds, post-processing methods are required to extract key data. The purpose of this study was to develop a simple method capable of detecting seagrass meadows and estimating their relative abundance in real time using an NMBS. Because most seagrass meadows grow on sandy seafloors, we proposed a way of discriminating seagrass meadows from the sand bed. We classify meadows into three categories of relative seagrass abundance using the 95% confidence level of beam depths and the depth range of the beam depth. These are respectively two times the standard deviation of beam depths, and the difference between the shallowest and the deepest depths in a 0.5 × 0.5 m grid cell sampled with several narrow beams. We examined Zostera caulescens Miki, but this simple NMBS method of seagrass classification can potentially be used to map seagrass meadows with longer shoots of other species, such as Posidonia , as both have gas filled cavities.
机译:海草草甸是许多海洋物种最重要的栖息地之一,可提供必要的生态服务。因此,社会必须保护海草床作为其可持续发展努力的一部分。保护这些生态系统需要有关海草分布和相对丰度的信息,以及有效,准确的监测系统。尽管狭窄的多波束声纳系统(NMBS)在解决海草床方面非常有效,但仍需要后处理方法来提取关键数据。这项研究的目的是开发一种能够使用NMBS实时检测海草草甸并估算其相对丰度的简单方法。由于大多数海草草甸都生长在沙质海底上,因此我们提出了一种从沙​​床上区分海草草甸的方法。我们使用波束深度的95%置信度和波束深度的深度范围将草甸分为相对海草丰度的三类。这些分别是光束深度标准偏差的两倍,是在用几个窄光束采样的0.5×0.5 m网格单元中最浅和最深深度之间的差。我们检查了Zostera caulescens Miki,但是这种简单的海草分类NMBS方法可以潜在地用于绘制具有其他物种(例如Posidonia)较长芽的海草草地,因为它们都具有充气腔。

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