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利用无人机获取的多光谱反射率和摄影测量技术,在不同沉积环境下研究微型底栖生物分布与泥滩地貌的关系。

Linking microphytobenthos distribution and mudflat geomorphology under varying sedimentary regimes using unoccupied aerial vehicle (UAV)-acquired multispectral reflectance and photogrammetry.

机构信息

Faculty of Forestry, 2424 Main Mall, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.

Environment & Climate Change Canada, Pacific Wildlife Research Centre, 5421 Robertson Road, Delta, BC V4K 3N2, Canada.

出版信息

Sci Total Environ. 2024 Sep 10;942:173675. doi: 10.1016/j.scitotenv.2024.173675. Epub 2024 Jun 3.

Abstract

Microphytobenthic (MPB) biofilms play significant roles in the ecology of coastal mudflats, including provision of essential food resources to shorebird species. In these ecosystems, water-divergence structures like jetties and causeways can drastically alter sedimentation patterns and mudflat topography, yet their effects on MPB biofilm biomass and distribution are poorly understood. Here, we used a combination of unoccupied aerial vehicle (UAV) technologies, photogrammetric processing, and sediment field samples to compare biofilm and mudflat characteristics between areas of the Fraser River Estuary with varying sedimentary regimes and shorebird use. Our aims were to: (1) demonstrate the use of fine spatial resolution UAV-acquired multispectral imagery (cm) with extensive spatial coverage (>km) and a co-alignment photogrammetric processing techniques to survey MPB biofilm and mudflat topography at spatial scales and detail relevant to foraging shorebirds; and, (2) investigate the effects of water-divergence structures on mudflat elevation and microtopography, as well as MPB biofilm biomass, distribution, and spatial patterning. From a technical perspective, co-alignment allowed us to analyze aligned and continuous fine-resolution elevation models and orthomosaics for large areas of the estuary, while the normalized difference vegetation index was a good predictor of sediment chlorophyll-a (R = 0.9). Using these data products, we found that mudflats in close proximity to water-divergence structures have cross-shore profiles characteristic of low sediment supply as well as decreased microtopographic variability. At disturbed sites, elevation and microtopography had a weaker influence on biofilm biomass compared to intact estuarine ecosystem sites. Analysis of biofilm patch showed that sites either had a relatively small number of large, contiguous patches, or a large number of smaller, isolated patches; however, less disturbed sites did not necessarily have larger biofilm patches than more disturbed sites. We conclude that UAV-acquired multispectral imagery and co-alignment-based workflow are promising new tools for ecologists to map, monitor, and understand MPB biofilm dynamics in ecologically sensitive estuaries.

摘要

微藻生物膜在沿海泥滩的生态系统中发挥着重要作用,为滨鸟物种提供了必要的食物资源。在这些生态系统中,水分离结构如码头和堤道可以极大地改变泥沙沉积模式和泥滩地形,但它们对微藻生物膜生物量和分布的影响知之甚少。在这里,我们使用无人驾驶飞行器 (UAV) 技术、摄影测量处理和沉积物现场样本的组合,比较了弗雷泽河口不同沉积区和滨鸟使用区的生物膜和泥滩特征。我们的目的是:(1) 展示使用高空间分辨率 UAV 多光谱图像 (cm) 进行调查,这种图像具有广泛的空间覆盖范围 (>km) 并采用共定位摄影测量处理技术,以在与觅食滨鸟相关的空间尺度和细节上调查微藻生物膜和泥滩地形;(2) 研究水分离结构对泥滩高程和微地形以及微藻生物膜生物量、分布和空间格局的影响。从技术角度来看,共定位使我们能够分析对齐和连续的精细分辨率高程模型和正射影像图,以覆盖河口的大部分区域,而归一化差异植被指数是泥沙叶绿素-a 的良好预测指标 (R = 0.9)。利用这些数据产品,我们发现靠近水分离结构的泥滩具有低泥沙供应的横滩剖面特征以及微地形变异性降低。在受干扰的地点,高程和微地形对生物膜生物量的影响比完整的河口生态系统地点弱。对生物膜斑块的分析表明,这些斑块要么数量较少但较大且连续,要么数量较多但较小且孤立;然而,受干扰较小的地点不一定比受干扰较大的地点拥有更大的生物膜斑块。我们得出结论,UAV 采集的多光谱图像和基于共定位的工作流程是生态学家用于绘制、监测和理解生态敏感河口微藻生物膜动态的有前途的新工具。

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