hydrogo / rainnet

Related projects ⓘ

Alternatives and complementary repositories for rainnet

• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆185Updated 5 years ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆81Updated 4 years ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆129Updated last month
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆41Updated 3 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆38Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆27Updated 2 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆66Updated 3 years ago
• raspstephan / nwp-downscale
  ☆38Updated 3 years ago
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆48Updated 3 years ago
• ecmwf-lab / ai-models-panguweather
  ☆92Updated last month
• bugsuse / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆34Updated 4 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆34Updated 3 years ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆96Updated 11 months ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆221Updated this week
• bugsuse / meteoai
  The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
  ☆153Updated 4 years ago
• openradar / TINT
  TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.
  ☆84Updated 11 months ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆30Updated 3 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆87Updated last year
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆31Updated last year
• Mo-Dabao / BiteFengyun
  ☆41Updated 3 years ago
• sophiegif / FusionCNN_hurricanes
  public codes for fusing CNN networks
  ☆21Updated 4 years ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆83Updated 3 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆59Updated 2 years ago
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆242Updated this week
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆72Updated this week
• ecmwf / metview-python
  Python interface to Metview meteorological workstation and batch system
  ☆128Updated 4 months ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆48Updated 3 months ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆37Updated 2 years ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆35Updated 6 months ago