bird-tao / clcrn Goto Github PK

Hi, thanks for your excellent work!

When I checked the raw WeatherBench data, I found there were many vertical levels; but your AAAI paper just stated the "temperature, cloud cover, humidity and surface wind component". So whether is the temperature '2m_temperature'? The wind is '10m_u_component_of_wind' and '10m_v_component_of_wind'? And how about the humidity? Is it 'Specific_humidity' or 'Relative_humidity'? Which level does it belong to?

Looking forward to your reply, thanks!

Congratulations for your AAAI 2022 work, i have met some bug when i run your code. There is something wrong in the dataset folder that your dataset lack of 'lonlat' part. Wish your regard, Thank you!

Thank you very much for opening your source code.

How can I visualize the spatial distribution of predictive variables like temperature.

like this picture

根据您的代码复现出来，在Humidity数据集上的结果和论文中的结果差了一个数量级，您在论文中写的结果是MAE：0.4531，复现出来的结果是MAE：4.531左右。而且根据您在arxiv上的Figure3(c)中，也很明显的显示出MAE的横坐标是从1.0-5.0，那最终结果反而是0.4531。