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Development And Application Of A Video-mosaic Survey Technology To Document The Status Of Coral Reef Communities

机译:记录珊瑚礁群落状况的视频镶嵌技术的开发与应用

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The recent decline in the condition of coral reef communities worldwide has fueled the need to develop innovative assessment tools to document coral abundance and distribution rapidly and effectively.While most monitoring programs rely primarily on data collected in situ by trained divers, digital photographs and video are used increasingly to extract ecological indicators, provide a permanent visual record of reef condition, and reduce the time that divers spend underwater. In this study, we describe the development and application of a video-based reef survey methodology based on an algorithm for image registration and the estimation of image motion and camera trajectory.This technology was used to construct two-dimensional, spatially accurate, high-resolution mosaics of the reef benthos at a scale of up to 400 m~2.The mosaics were analyzed to estimate the size and percent cover of reef organisms and these ecological indicators of reef condition were compared to similar measurements collected by divers to evaluate the potential of the mosaics as monitoring tools. The ecological indicators collected by trained divers compared favorably with those measured directly from the video mosaics.Five out of the eight categories chosen (hard corals, octocorals, Palythoa, algal turf, and sand) showed no significant differences in percent cover based on survey method.Moreover, no signili-cant differences based on survey method were found in the size of coral colonies.Lastly, the capability to extract the same reef location from mosaics collected at different times proved to be an important tool for documenting change in coral abundance as the removal of even small colonies (<10cm in diameter) was easily documented. The two-dimensional video mosaics constructed in this study can provide repeatable, accurate measurements on the reef-plot scale that can complement measurements on the colony-scale made by divers and surveys conducted at regional scales using remote sensing tools.
机译:最近全球珊瑚礁群落状况的下降促使人们需要开发创新的评估工具来快速有效地记录珊瑚的丰度和分布。尽管大多数监测程序主要依靠训练有素的潜水员就地收集的数据,越来越多地用于提取生态指标,提供永久的珊瑚礁状况视觉记录以及减少潜水员在水下度过的时间。在这项研究中,我们描述了一种基于视频的珊瑚礁调查方法的开发和应用,该方法基于图像配准算法以及图像运动和相机轨迹的估计算法。该技术用于构建二维,空间精确,高清晰度的分辨率为400 m〜2的珊瑚底栖生物的镶嵌图,通过分析镶嵌图来估算珊瑚礁生物的大小和覆盖率,并将这些礁石状况的生态指标与潜水员收集的类似测量值进行比较,以评估其潜力马赛克作为监视工具。受过训练的潜水员收集的生态指标与直接从视频镶嵌图上测得的生态指标相比具有优势。在八种类别中(硬珊瑚,八角珊瑚,Palythoa,藻类和沙土)中的五种基于调查方法的覆盖率没有显着差异此外,在珊瑚群落的大小上没有发现基于调查方法的显着差异。最后,从不同时间采集的马赛克中提取相同礁石位置的能力被证明是记录珊瑚丰度变化的重要工具,因为甚至记录到即使是很小的菌落(直径<10cm)也很容易记录。这项研究中构建的二维视频镶嵌图可以在珊瑚礁图尺度上提供可重复的,准确的测量结果,可以补充潜水员在殖民地尺度上进行的测量以及在区域尺度上使用遥感工具进行的测量。

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