MindSpore

Installation Deployment

  • MindSpore Earth Installation

Dem-Super-resolution

  • DEM-SRNet: Super-resolution Reconstruction of A 3 Arc-second Global DEM Dataset

Medium-range

  • FourCastNet: Medium-range Global Weather Forecasting Based on FNO
  • GraphCast: Medium-range Global Weather Forecasting Based on GNN
  • ViT-KNO: Medium-range Global Weather Forecasting Based on Koopman
  • FuXi: Medium-range Global Weather Forecasting Based on Cascade Architecture
  • Medium-range precipitation forecasting based on GraphCast

NowCasting

  • DGMR: Nowcasting Precipitation with Deep Generative Model
  • NowcastNet: Physics-based generative model for extreme precipitation nowcasting

API Reference

  • mindearth.cell
  • mindearth.core
  • mindearth.data
  • mindearth.module
  • mindearth.utils

RELEASE NOTES

  • Release Notes
MindSpore
  • »
  • Overview: module code

All modules for which code is available

  • mindearth.cell.demnet.demnet
  • mindearth.cell.dgmr.dgmrnet
  • mindearth.cell.graphcast.graphcastnet
  • mindearth.cell.neural_operators.afnonet
  • mindearth.cell.neural_operators.vit_kno
  • mindearth.core.losses
  • mindearth.core.lr_scheduler
  • mindearth.data.dataset
  • mindearth.module.forecast
  • mindearth.module.pretrain
  • mindearth.utils.tools
  • mindearth.utils.visual

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