微软发布Aurora 1.5:扩展开放天气基础模型,新增集合预报
原标题:Aurora 1.5: Extending open foundation models for weather and Earth-system applications
AI 摘要
微软发布了Aurora 1.5,这是其地球系统基础模型的主要扩展,新增22个天气变量、每小时时间分辨率和概率集合预报,并作为开源模型在GitHub和Hugging Face上发布。该模型由微软天气团队开发,基于微软研究院AI for Science的原始模型,旨在连接开放研究与企业级天气服务。Aurora 1.5的集合预报在88.9%的评估目标上优于ECMWF动力集合,并显著降低了热带气旋的路径误差。
正文节选
At a glance - Aurora 1.5 is a major extension of Microsoft’s Aurora Earth System foundation model that adds 22 more weather variables relevant to energy, agriculture, transport, and climate risk, along with hourly temporal resolution and probabilistic ensemble forecasting. - Released as open source on GitHub with model checkpoints on Hugging Face, Aurora 1.5 enables researchers and developers to use, evaluate, and build on the model. - Aurora 1.5 connects open research to Microsoft Weather servi