weather forecasting

"本文是该系列文章的第三篇。"

"该应用程序处理数据，从准备和预处理开始，使用2020年至2026年的数据。"

"当英伟达的Earth-2平台开始在风电场实时推演湍流，当协鑫集团将AI预报接入光伏功率预测系统，天气预报的衡量单位不再是降水毫米数，而是现金流。"

"英伟达发布了三个开源人工智能模型，旨在帮助更快地创建更好的天气预报..."

"NVIDIA unveils three new Earth-2 series models, capable of predicting temperature, pressure, wind speed, and humidity up to 15 days in advance."

""Worsening extreme weather, driven by climate change, is having impacts on all of us and nearly every aspect of modern life.""

"Earth-2的开放技术包括预训练模型、框架、自定义配方和推理库。 它们允许用户加速从观测数据到生成15天全球或局部风暴预测的所有预测阶段。"

"Google, Microsoft and Nvidia are among the names vying to make forecasts more accurate for longer."

"The article's source is ArXiv, suggesting peer-reviewed or preliminary findings."

"The system utilizes an LLM-Agent architecture for generating explainable weather forecast reports."