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Updated: May 4, 2026

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基于高斯混合模型的北赤道太平洋地息地分类方案的研究

Ranran Du1, Yong Yang2, Yikai Yang3

  • 1Key Laboratory of Marine Mineral Resources, Ministry of Natural Resources, Guangzhou Marine Geological Survey, Guangzhou, 511458, China; National Engineering Research Center for Gas Hydrate Exploration and Development, Guangzhou, 511458, China.

Journal of environmental management
|February 25, 2025
PubMed
概括

深海研究是有限的,但一个新的分类方案用于北方赤道太平洋地息地使用环境数据. 这种以数据为导向的方法确定了关键因素,并为有效的海洋管理提出了生态.

关键词:
深海生态 (DSE) 是一种深海生态.占主导地位的环境因素高斯混合模型 (GMM)息地分类 息地分类机器学习 机器学习

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Marine microbial ecosystems are shaped by distinct physicochemical limits, including high salinity, low nutrient availability, and fluctuating oxygen levels. These conditions favor smaller microbial cell sizes, which maximize their surface-to-volume ratio for efficient nutrient uptake.Microbial activity and community composition are closely linked to biogeochemical cycles, particularly in dynamic environments like estuaries, where halotolerant microbes thrive in response to variable salinity...
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