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珊瑚礁上草食性鱼类的摄食动态与能量消耗:来自立体视频和人工智能驱动的3D跟踪的见解

Herbivorous fish feeding dynamics and energy expenditure on a coral reef: Insights from stereo-video and AI-driven 3D tracking.

作者信息

Lilkendey Julian, Barrelet Cyril, Zhang Jingjing, Meares Michael, Larbi Houssam, Subsol Gérard, Chaumont Marc, Sabetian Armagan

机构信息

School of Science Auckland University of Technology (AUT) Auckland New Zealand.

Leibniz Centre for Tropical Marine Research (ZMT) Bremen Germany.

出版信息

Ecol Evol. 2024 Mar 3;14(3):e11070. doi: 10.1002/ece3.11070. eCollection 2024 Mar.

DOI:10.1002/ece3.11070
PMID:38435013
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10909578/
Abstract

Unveiling the intricate relationships between animal movement ecology, feeding behavior, and internal energy budgeting is crucial for a comprehensive understanding of ecosystem functioning, especially on coral reefs under significant anthropogenic stress. Here, herbivorous fishes play a vital role as mediators between algae growth and coral recruitment. Our research examines the feeding preferences, bite rates, inter-bite distances, and foraging energy expenditure of the Brown surgeonfish () and the Yellowtail tang () within the fish community on a Red Sea coral reef. To this end, we used advanced methods such as remote underwater stereo-video, AI-driven object recognition, species classification, and 3D tracking. Despite their comparatively low biomass, the two surgeonfish species significantly influence grazing pressure on the studied coral reef. exhibits specialized feeding preferences and a more generalist approach, highlighting niche differentiation and their importance in maintaining reef ecosystem balance. Despite these differences in their foraging strategies, on a population level, both species achieve a similar level of energy efficiency. This study highlights the transformative potential of cutting-edge technologies in revealing the functional feeding traits and energy utilization of keystone species. It facilitates the detailed mapping of energy seascapes, guiding targeted conservation efforts to enhance ecosystem health and biodiversity.

摘要

揭示动物运动生态学、摄食行为和内部能量预算之间的复杂关系,对于全面理解生态系统功能至关重要,尤其是在面临重大人为压力的珊瑚礁生态系统中。在这里,草食性鱼类作为藻类生长和珊瑚繁殖之间的调节者发挥着至关重要的作用。我们的研究考察了红海珊瑚礁鱼类群落中褐拟刺尾鲷()和黄尾副刺尾鱼()的摄食偏好、咬食率、咬食间距和觅食能量消耗。为此,我们使用了先进的方法,如远程水下立体视频、人工智能驱动的目标识别、物种分类和三维跟踪。尽管这两种刺尾鱼的生物量相对较低,但它们对所研究的珊瑚礁的啃食压力有显著影响。褐拟刺尾鲷表现出特殊的摄食偏好,而黄尾副刺尾鱼的摄食方式更为宽泛,突出了生态位分化及其在维持珊瑚礁生态系统平衡中的重要性。尽管它们的觅食策略存在这些差异,但在种群水平上,这两个物种都达到了相似的能量效率水平。这项研究突出了前沿技术在揭示关键物种的功能摄食特征和能量利用方面的变革潜力。它有助于详细绘制能量景观图,指导有针对性的保护工作,以增强生态系统健康和生物多样性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/2f965f4bce47/ECE3-14-e11070-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/39ac139b0da6/ECE3-14-e11070-g009.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/c2fc72a02eff/ECE3-14-e11070-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/2ca3736aca2f/ECE3-14-e11070-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/cb2a6885554a/ECE3-14-e11070-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/2f965f4bce47/ECE3-14-e11070-g007.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/6f06a8bcaa2f/ECE3-14-e11070-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/afe7d509b807/ECE3-14-e11070-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/50f4db86180f/ECE3-14-e11070-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/d2cfb3e10c3d/ECE3-14-e11070-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/c2fc72a02eff/ECE3-14-e11070-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/2ca3736aca2f/ECE3-14-e11070-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb9b/10909578/cb2a6885554a/ECE3-14-e11070-g008.jpg
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