摘要
常规的水环境质量监测方法往往通过单一信息进行水环境质量监测,无法全面地反映真实情况,对于某些复杂问题的监测不够准确和完整。因此,设计了基于多模态信息融合的水环境质量监测方法。首先,部署水环境质量监测节点,将每个监测节点与感知圆形相对应,并减小节点之间的重复覆盖范围。然后基于多模态信息融合标度水环境质量特征,将监测节点采集到的数据进行分析,确定水环境的纵向连通性、稳定性、水质污染、富营养化等状况,从而评定水环境质量,同时对其进行多模态预测,实现对监测区域有效的管控。实验结果表明,该监测方法的精准度更高,能够应用于实际生活中。
Conventional water environment quality monitoring methods often rely on a single piece of in⁃formation for water environment quality monitoring,which cannot fully reflect the real situation and is not accurate and complete enough for monitoring certain complex problems.Therefore,a water environment quality monitoring method based on multimodal information fusion was designed.Firstly,deploy water environment quality monitoring nodes,correspond each monitoring node to the perception circle,and reduce the repeated coverage range between nodes.Then,based on multimodal information fusion to scale the characteristics of water environment quality,the da⁃ta collected by monitoring nodes are analyzed to determine the vertical connectivity,stability,water quality pollution,eutrophication and other conditions of the water environment,thereby evaluating the water environment quality.At the same time,multimodal prediction is carried out to achieve effective control of the monitoring area.The experimental results indicate that the monitoring method has higher accuracy and can be applied in practical life.
作者
罗奕珊
Luo Yishan(Fengshun Branch of Meizhou Ecological Environment Bureau,Meizhou Guangdong 514300,China)
出处
《环境与发展》
2023年第5期67-72,共6页
Environment & Development
关键词
多模态信息融合
水环境质量
监测方法
Multimodal information fusion
Water environment quality
Monitoring methods
