数字双胞胎综合模型:基于网络物理系统的古树生态环境质量评估研究
Yansheng Chen1, Huazhi Huang2, Jie Li3
1Department of Institute of Big Data and Artificial Intelligence Applications, Guangdong Industry Polytechnic University, Guangzhou, 510300, China. yschenchina@qq.com.
Environmental monitoring and assessment
|April 1, 2025
概括
这项研究使用网络物理系统 (CPS) 和数字双胞胎技术来创建古代树生态质量评估和保护的先进模型. 该模型精确监测树木的健康状况,管理资源,预测灾害,确保生态系统的可持续性.
科学领域:
- 环境科学 环境科学
- 计算机科学 计算机科学
- 生态生态学 生态生态学
背景情况:
- 古代树木是重要的生态资产,需要先进的监测.
- 传统的保护方法与实时数据和复杂的环境因素作斗争.
研究的目的:
- 开发使用网络物理系统 (CPS) 来评估古树生态质量的数字双胞胎模型.
- 提供量身定制的保护策略,生态恢复支持和灾害应对能力.
主要方法:
- 集成多源数据与机器学习算法.
- 基于网络物理系统 (CPS) 数字双胞胎模型的开发.
- 实时数据处理用于生态评估.
主要成果:
- 该模型在监测树木健康和水资源方面表现出高精度.
- 准确预测自然灾害对古代树木生态系统的影响.
- 有效支持量身定制的保护和生态恢复工作.
结论:
- 数字双胞胎模型为实时监测和长期生态管理提供了显著的优势.
- 这种创新方法可以改变古老树木的生态保护实践.
- 该模型是环境科学研究人员和从业人员的可靠工具.
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