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Satellite Remote Sensing of Harmful Algal Blooms (HABs) and a Potential Synthesized Framework

机译:有害藻华(HAB)的卫星遥感和潜在的综合框架

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Harmful algal blooms (HABs) are severe ecological disasters threatening aquatic systems throughout the World, which necessitate scientific efforts in detecting and monitoring them. Compared with traditional in situ point observations, satellite remote sensing is considered as a promising technique for studying HABs due to its advantages of large-scale, real-time, and long-term monitoring. The present review summarizes the suitability of current satellite data sources and different algorithms for detecting HABs. It also discusses the spatial scale issue of HABs. Based on the major problems identified from previous literature, including the unsystematic understanding of HABs, the insufficient incorporation of satellite remote sensing, and a lack of multiple oceanographic explanations of the mechanisms causing HABs, this review also attempts to provide a comprehensive understanding of the complicated mechanism of HABs impacted by multiple oceanographic factors. A potential synthesized framework can be established by combining multiple accessible satellite remote sensing approaches including visual interpretation, spectra analysis, parameters retrieval and spatial-temporal pattern analysis. This framework aims to lead to a systematic and comprehensive monitoring of HABs based on satellite remote sensing from multiple oceanographic perspectives.
机译:有害藻华(HABs)是严重的生态灾难,威胁着世界各地的水生系统,需要科学努力来检测和监测它们。与传统的现场观测相比,卫星遥感技术具有大规模,实时和长期监测的优点,被认为是研究HAB的有前途的技术。本综述总结了当前卫星数据源和检测HAB的不同算法的适用性。它还讨论了HAB的空间规模问题。基于先前文献中发现的主要问题,包括对HAB的非系统性理解,卫星遥感技术的不足以及对造成HAB的机理的多种海洋学解释,本综述还试图全面了解复杂的HAB。 HAB受多种海洋因素影响的机理。通过结合多种可访问的卫星遥感方法,包括视觉解释,光谱分析,参数检索和时空模式分析,可以建立潜在的综合框架。该框架旨在从多个海洋学角度,基于卫星遥感对HAB进行系统和全面的监测。

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