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在复杂的河口口的多个出口之间,异质的盐水入侵模式和驱动因素
Qian Dong1, Zhihao Xu2, Yilin Chen3
1Guangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou, 510006, China.
Journal of environmental management
|August 14, 2025
概括
河口的盐水入侵因河流流失,潮和风而有很大变化. 了解这些动态,特别是排水极端,对于管理水资源和保护全球生态系统至关重要.
科学领域:
- 环境科学 环境科学
- 水文学的水文学
- 沿海工程 沿海工程
背景情况:
- 盐水入河口对生态系统和淡水供应构成全球威胁.
- 现有的研究往往忽略了超出规模的因素,如变化和时间,对入侵模式的影响.
研究的目的:
- 为了调查复杂的河口中不均的盐水入侵模式.
- 通过使用可解释的人工智能 (XAI) 来分析影响这些模式的主导驱动因素.
主要方法:
- 使用河口水力动力学和盐度运输模型.
- 开发了一套关于河流流失,潮和风的综合指标系统.
- 应用XAI技术来识别关键的影响因素.
主要成果:
- 在多个河口口的盐度中发现了显著的变化,其中一些甚至在雨季超过了国家标准.
- 揭示了河流下水的动态,特别是极端的,显著影响时间盐水入侵.
- 证明了风力持续时间和潮变化速度在入侵动态中的重要性.
结论:
- 不同质的盐水入侵模式是由排水,潮和风的复杂相互作用驱动的.
- XAI分析为改善预测提供了对主导驱动因素的关键见解.
- 这些发现支持加强全球河口的盐水入侵管理和缓解策略.
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