Extreme Precipitation Test Set
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/Cmeo97/NowcastingGPT
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资源简介:
该数据集包含用于预测未来三小时内短时降水模式的雷达地图,特别关注极端降水事件。该数据集被用于评估NowcastingGPT模型在极端值损失函数下的性能,并与多种基准测试进行了比较,其中包含了详尽的定性和定量分析。数据集的规模为256 x 256像素,覆盖了广阔的区域,其任务是预测降水模式。
This dataset contains radar maps used to forecast short-term precipitation patterns within the next three hours, with special focus on extreme precipitation events. It is utilized to evaluate the performance of the NowcastingGPT model under the extreme value loss function, and is compared with multiple baseline tests, including comprehensive qualitative and quantitative analyses. The dataset has a resolution of 256 × 256 pixels, covers a vast geographic area, and its task is to predict precipitation patterns.
提供机构:
Royal Netherlands Meteorological Institute (KNMI)



