Enabling next-generation earthquake and tsunami early warning

实现下一代地震和海啸预警

• 批准号: DE180100040
• 负责人: Dr Andrew Valentine
• 金额: $ 23.56万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Early Career Researcher Award
• 财政年份: 2018
• 资助国家: 澳大利亚
• 起止时间: 2018-02-01 至 2021-01-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DE180100040
• 关键词: Enabling; next; generation; earthquake; tsunami

This project aims to develop a new approach for earthquake and tsunami early warning, avoiding many of the limitations currently present in such systems. The project will combine machine learning and artificial intelligence with state-of-the-art geophysical modelling, allowing high-quality real-time prediction of seismic hazards with full uncertainty information. Highlighting opportunities at the interface between geoscience and data science, the project will stimulate novel approaches, and build Australian research capacity in this area. Expected benefits include improved techniques for geophysical imaging and real-time data analysis, in addition to enhanced capabilities for mitigating the costs associated with seismic activity.

该项目旨在为地震和海啸预警制定一种新的方法，避免目前这种系统中存在的许多局限性。该项目将把联合收割机机器学习和人工智能与最先进的地球物理建模相结合，从而能够利用完全不确定的信息对地震危险进行高质量的实时预测。该项目强调地球科学与数据科学之间的接口机会，将激励新的方法，并建立澳大利亚在这一领域的研究能力。预期的效益包括改进地球物理成像和实时数据分析技术，以及提高减少地震活动相关费用的能力。