在一个大而混合良好的热带河口中,藻的高分辨率时间动态
Paula Birocchi1, Wilson Oliveira-Souza1, Caio Braz1
1Instituto Oceanográfico da Universidade de São Paulo, Praça do Oceanográfico, 191, Butantã, SP, 05508120, Brazil.
Marine environmental research
|December 26, 2025
概括
诸如太阳辐射,溶解氧气,温度和盐度等环境因素会在不同的时间尺度上影响藻种群. 特定的藻群体对巴西托多斯·奥斯·桑托斯湾的潮周期和水条件的反应不同.
科学领域:
- 海洋生态海洋生态学
- 海洋学 海洋学 海洋学
- 植物浮游生物的动力学
背景情况:
- 原子种群对沿海生态系统至关重要.
- 了解植物浮游生物的环境驱动因素是生态管理的关键.
- 高分辨率数据可以揭示复杂的生态相互作用.
研究的目的:
- 为了分析巴西Baía de Todos os Santos的藻种群动态.
- 通过各种时间尺度识别影响藻丰度的环境驱动因素.
- 为了研究对环境变异的特定分类的反应.
主要方法:
- 高分辨率,30分钟间隔收集20个月的数据.
- 使用卷积神经网络 (CNN) 对七种藻类类的自动分类.
- 频域分析,正规对应分析 (CCA) 和多重线性回归 (MLR).
主要成果:
- 太阳辐射主导了高频二氧化的动态 (<53小时).
- 在中间尺度 (53小时-13天) 上,溶解的氧气,温度和盐度是关键因素.
- 彩色溶解有机物 (CDOM) 和风的影响 *Coscinodiscus wailesii*; K-战略家在潮期间壮成长,而r-战略家在春季潮期间达到顶峰.
结论:
- 跨越多个时间尺度的环境强迫塑造了藻种群.
- 频域分析有效地解决了植物浮游生物与环境的相互作用.
- 这些发现有助于更好地理解热带沿海生态系统的自下而上的调节和生态相互作用.
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