YanTian平台让气象学家无需编程就能用AI模型做高精度天气预报。
YanTian: An Application Platform for AI Global Weather Forecasting Models
- 采用松耦合插件架构，可扩展提升预报精度与分辨率。
- 支持高密度时间间隔预报与AIGC生成多种气象产品。
- 界面可视化，普通用户也能在带GPU的电脑上部署使用。
为推动AI全球天气预报模型（AIGWFM）的实际应用，我们开发了名为YanTian的可拓展应用平台。该平台通过一系列能力增强模块，基于“松耦合”插件架构构建，旨在解决现有开源AIGWFM在业务应用中的局限性，包括提升局部预报精度、提供空间高分辨率预报、增加预报时间密度，并通过AIGC能力生成多样化气象产品。YanTian还提供简洁直观的可视化界面，用户仅需配置界面即可便捷调用平台基础与扩展功能，无需具备复杂人工智能知识或编码技能。平台可在配备GPU的PC上部署，期望推动AIGWFMs的业务化广泛应用。
原文摘要 · Abstract (English)
To promote the practical application of AI Global Weather Forecasting Models (AIGWFM), we have developed an adaptable application platform named 'YanTian'. This platform enhances existing open-source AIGWFM with a suite of capability-enhancing modules and is constructed by a "loosely coupled" plug-in architecture. The goal of 'YanTian' is to address the limitations of current open-source AIGWFM in operational application, including improving local forecast accuracy, providing spatial high-resolution forecasts, increasing density of forecast intervals, and generating diverse products with the provision of AIGC capabilities. 'YianTian' also provides a simple, visualized user interface, allowing meteorologists easily access both basic and extended capabilities of the platform by simply configuring the platform UI. Users do not need to possess the complex artificial intelligence knowledge and the coding techniques. Additionally, 'YianTian' can be deployed on a PC with GPUs. We hope 'YianTian' can facilitate the operational widespread adoption of AIGWFMs.
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