China(Guangxi)-ASEAN Key Laboratory of Comprehensive Exploitation and Utilization of Aquatic Germplasm Resources, Ministry of Agriculture and Rural Affairs, Guangxi Academy of Fishery Sciences, Nanning, 53002l, China.
Beibu Gulf Marine Ecological Environment Field Observation and Research Station of Guangxi, Marine Environmental Monitoring Centre of Guangxi, Beihai, 536000, China.
Environ Res. 2024 Oct 15;259:119561. doi: 10.1016/j.envres.2024.119561. Epub 2024 Jul 6.
Due to rapid urbanization, the Beibu Gulf, a semi-closed gulf in the northwestern South China Sea, faces escalating ecological and environmental threats. Understanding the assembly mechanisms and driving factors of bacterioplankton in the Beibu Gulf is crucial for preserving its ecological functions and services. In the present study, we investigated the spatiotemporal dynamics of bacterioplankton communities and their assembly mechanisms in the Beibu Gulf based on the high-throughput sequencing of the bacterial 16 S rRNA gene. Results showed significantly higher bacterioplankton diversity during the wet season compared to the dry season. Additionally, distinct seasonal variations in bacterioplankton composition were observed, characterized by an increase in Cyanobacteria and Thermoplasmatota and a decrease in Proteobacteria and Bacteroidota during the wet season. Null model analysis revealed that stochastic processes governed bacterioplankton community assembly in the Beibu Gulf, with drift and homogenizing dispersal dominating during the dry and wet seasons, respectively. Enhanced deterministic assembly of bacterioplankton was also observed during the wet season. Redundancy and random forest model analyses identified the physical properties (e.g., temperature) and nutrient content (e.g., nitrate) of water as primary environmental drivers influencing bacterioplankton dynamics. Moreover, variation partitioning and distance-decay of similarity revealed that environmental filtering played a significant role in shaping bacterioplankton variations in this rapidly developed coastal ecosystem. These findings advance our understanding of bacterioplankton assembly in coastal ecosystems and establish a theoretical basis for effective ecological health management amidst ongoing global changes.
由于快速的城市化进程,中国南海西北部的半封闭北部湾面临着日益严峻的生态和环境威胁。了解北部湾浮游细菌的组装机制和驱动因素对于保护其生态功能和服务至关重要。本研究基于高通量测序技术,对北部湾浮游细菌群落的时空动态及其组装机制进行了研究。结果表明,与旱季相比,雨季浮游细菌的多样性显著更高。此外,浮游细菌的组成也表现出明显的季节性变化,表现为雨季蓝细菌和热原体门的增加以及旱季变形菌门和拟杆菌门的减少。零模型分析表明,随机过程主导了北部湾浮游细菌群落的组装,其中旱季以漂流和同质化扩散为主,雨季则以扩散为主。雨季也观察到浮游细菌的增强确定性组装。冗余和随机森林模型分析确定了水的物理性质(如温度)和营养含量(如硝酸盐)是影响浮游细菌动态的主要环境驱动因素。此外,变异分割和相似性的距离衰减表明,环境过滤在塑造这个快速发展的沿海生态系统中的浮游细菌变化方面发挥了重要作用。这些发现提高了我们对沿海生态系统中浮游细菌组装的理解,并为在全球变化背景下进行有效的生态健康管理奠定了理论基础。