Release Notes

MindSpore Earth 0.2.0 Release Notes

Major Feature and Improvements

Short-Term Precipitation Forecast

  • [STABLE] NowcastNet: A new short-term and imminent precipitation model based on physical constraints is added to support radar extrapolation precipitation forecast in the next 3 hours.

Medium-Range Global Predictions

  • [STABLE] GraphCast: Added support for 0.25° high-resolution data, GraphCast full-scale model training and inference.

  • [STABLE] FuXi: The weather model Fuxi is added to support the training and inference of medium-term forecast models.

  • [STABLE] Medium Precipitation: The medium-term precipitation module case is added to support medium-term precipitation forecast. The pre-trained medium-term large model needs to be used as the backbone.

  • [RESEARCH] CTEFNet: The El Nino prediction model based on CNN and transfer learning is added to extend the valid ENSO prediction period to 19 months.

Contributors

Thanks to the following developers for their contributions:

hsliu_ustc, hong-ye-zhou, liulei277, kevinli123, Zhou Chuansai, alancheng511, Cui Yinghao, xingzhongfan, cmy_melody

Contributions to the project in any form are welcome!