New Technologies for Monitoring Coastal Ecosystem Dynamics.

IF 14.3 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
Kyle C Cavanaugh, Tom W Bell, Karen E Aerni, Jarrett E K Byrnes, Seth McCammon, Madison M Smith
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Abstract

In recent years, our view of coastal ecosystems has expanded and come into greater focus. We are currently making more types of observations over larger areas and at higher frequencies than ever before. These advances are timely, as coastal ecosystems are facing increasing pressures from climate change and anthropogenic stressors. This article synthesizes recent literature on emerging technologies for coastal ecosystem monitoring, including satellite monitoring, aerial and underwater drones, in situ sensor networks, fiber optic systems, and community science observatories. We also describe how advances in artificial intelligence and deep learning underpin all these technologies by enabling insights to be drawn from increasingly large data volumes. Even with these recent advances, there are still major gaps in coastal ecosystem monitoring that must be addressed to manage coastal ecosystems during a period of accelerating global change.

监测沿海生态系统动态的新技术。
近几年来,我们对沿岸生态系统的观察范围不断扩大,重点也更加突出。目前,我们正在比以往任何时候都更大的范围和更高的频率上进行更多类型的观测。这些进步非常及时,因为沿岸生态系统正面临着气候变化和人为胁迫因素带来的越来越大的压力。本文综述了有关沿岸生态系统监测新兴技术的最新文献,包括卫星监测、空中和 水下无人机、现场传感器网络、光纤系统和社区科学观测站。我们还介绍了人工智能和深度学习的进步如何通过从日益庞大的数据量中获取洞察力来支撑所有这些技术。即使有了这些最新进展,沿岸生态系统监测方面仍然存在重大差距,必须加以解决,才能在全球变化加速的时期管理好沿岸生态系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annual Review of Marine Science
Annual Review of Marine Science 地学-地球化学与地球物理
CiteScore
33.60
自引率
0.60%
发文量
40
期刊介绍: The Annual Review of Marine Science, published since 2009, offers a comprehensive overview of the field. It covers various disciplines, including coastal and blue water oceanography (biological, chemical, geological, and physical), ecology, conservation, and technological advancements related to the marine environment. The journal's transition from gated to open access through Annual Reviews' Subscribe to Open program ensures that all articles are available under a CC BY license, promoting wider accessibility and dissemination of knowledge.
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