Photogrammetric analysis reveals distinct topographic signatures for stony corals

IF 3.4 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY
Christina M. Mallica, Vincent Lecours
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Abstract

Structural complexity is well understood to influence the biodiversity, productivity, and ecosystem functionality of coral reefs through niche diversification. Digital surface models (DSMs) created through photogrammetric techniques enable a more accurate reef characterization through DSM-derived metrics such as terrain variability, slope, and curvature. Massive reef-building corals are highly susceptible to stressors and are typically replaced by weedier corals post-disturbance that decelerate calcification rates and result in reef flattening. Therefore, generating topographic footprints of stony corals with these structural metrics is critical to advance our understanding of how disturbances might alter reef function. We utilized structure-from-motion photogrammetry to create orthomosaics and DSMs of five pinnacle reefs in the Dry Tortugas, collected as part of Florida Fish and Wildlife Conservation Commission’s Coral Reef Evaluation and Monitoring Program (CREMP). These data products were employed to investigate fine-scale (1 cm) differences between the most abundant coral genera using six terrain metrics: topographic position index, surface area to planar area ratio, slope, profile curvature, maximum curvature, and minimum curvature. This study found that when divided into functional groups (i.e., massive reef-builders vs. weedy opportunistic species), stony corals were topographically distinct with varying levels of contribution to the reefs’ overall structural complexity. Massive corals such as Orbicella , Colpophyllia , and Montastraea had the highest relative abundance and also provided the highest structural complexity. Specifically, they had the highest topographic position index and slope values, and positive profile curvature, all of which together are indicative of rugose, steep, and convex forms. We also found that within the massive reef-builders, there was a topographic distinction between star corals ( Orbicella , Montastraea ) and brain corals ( Colpophyllia , Pseudodiploria ) based on their differing growth morphologies. Of the weedy corals, topography was much more variable, with Porites having topography similar to the massive species. Using this information, we can begin to create “topographic signatures” for corals, which could be utilized in large-scale mapping efforts to efficiently characterize benthic communities or serve as the foundation for machine-learning capabilities to automate species identification in DSMs and determine how a potential loss of reef-building corals will impact reef functionality and ecosystem services moving forward.
摄影测量分析揭示了石珊瑚独特的地形特征
结构复杂性通过生态位多样化影响珊瑚礁的生物多样性、生产力和生态系统功能。通过摄影测量技术创建的数字表面模型(dsm)可以通过dsm衍生的指标(如地形变异性、坡度和曲率)更准确地描述珊瑚礁。巨大的造礁珊瑚对压力非常敏感,通常被干扰后的杂草珊瑚所取代,从而减缓钙化率并导致珊瑚礁变平。因此,用这些结构指标生成石珊瑚的地形足迹对于提高我们对干扰如何改变珊瑚礁功能的理解至关重要。我们利用动态结构摄影测量技术创建了干托尔图加斯五个尖顶珊瑚礁的正形图和dsm,这些珊瑚礁是佛罗里达州鱼类和野生动物保护委员会珊瑚礁评估和监测计划(CREMP)的一部分。利用这些数据产品,利用地形位置指数、表面积与平面面积比、坡度、剖面曲率、最大曲率和最小曲率等6个地形指标,研究了最丰富的珊瑚属之间的细尺度(1厘米)差异。这项研究发现,当被划分为功能组时(即大型珊瑚礁建造者与杂草机会主义物种),石珊瑚在地形上是不同的,对珊瑚礁整体结构复杂性的贡献程度不同。Orbicella、Colpophyllia和Montastraea等大型珊瑚的相对丰度最高,结构复杂性也最高。具体而言,它们具有最高的地形位置指数和坡度值,以及正的剖面曲率,所有这些都表明了褶皱,陡峭和凸形形式。我们还发现,在大型造礁者中,星珊瑚(Orbicella, Montastraea)和脑珊瑚(Colpophyllia, Pseudodiploria)之间存在地形差异,这是基于它们不同的生长形态。在杂草珊瑚中,地形变化更大,Porites的地形与大型珊瑚相似。利用这些信息,我们可以开始为珊瑚创建“地形特征”,这些特征可以用于大规模的测绘工作,以有效地表征底栖生物群落,或者作为机器学习能力的基础,在dsm中自动识别物种,并确定造礁珊瑚的潜在损失将如何影响珊瑚礁功能和生态系统服务。
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来源期刊
Frontiers in Marine Science
Frontiers in Marine Science Agricultural and Biological Sciences-Aquatic Science
CiteScore
5.10
自引率
16.20%
发文量
2443
审稿时长
14 weeks
期刊介绍: Frontiers in Marine Science publishes rigorously peer-reviewed research that advances our understanding of all aspects of the environment, biology, ecosystem functioning and human interactions with the oceans. Field Chief Editor Carlos M. Duarte at King Abdullah University of Science and Technology Thuwal is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, policy makers and the public worldwide. With the human population predicted to reach 9 billion people by 2050, it is clear that traditional land resources will not suffice to meet the demand for food or energy, required to support high-quality livelihoods. As a result, the oceans are emerging as a source of untapped assets, with new innovative industries, such as aquaculture, marine biotechnology, marine energy and deep-sea mining growing rapidly under a new era characterized by rapid growth of a blue, ocean-based economy. The sustainability of the blue economy is closely dependent on our knowledge about how to mitigate the impacts of the multiple pressures on the ocean ecosystem associated with the increased scale and diversification of industry operations in the ocean and global human pressures on the environment. Therefore, Frontiers in Marine Science particularly welcomes the communication of research outcomes addressing ocean-based solutions for the emerging challenges, including improved forecasting and observational capacities, understanding biodiversity and ecosystem problems, locally and globally, effective management strategies to maintain ocean health, and an improved capacity to sustainably derive resources from the oceans.
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