Alternatives and similar repositories for Deep-Learning-for-Weather-and-Climate-Science:

Users that are interested in Deep-Learning-for-Weather-and-Climate-Science are comparing it to the libraries listed below

• ecmwf-lab / med-extreme-prec-atm-patterns
  The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…
  ☆27Updated 2 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆18Updated 2 years ago
• GMfatcat / ConvLSTM-CNN-for-tropical-cyclone
  Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
  ☆35Updated 2 years ago
• NMC-DAVE / dk_tutorials_2021
  2021年统计后处理培训教程.
  ☆18Updated 3 years ago
• OUC-LeiHan / AAS-CUnet
  ☆24Updated 2 years ago
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆51Updated 3 years ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆24Updated last year
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆33Updated 2 years ago
• gsarm78 / cs230Project
  Precipitation Nowcasting using DL - CS230 Deep Learning course group project
  ☆21Updated 5 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• nmcdev / nmc_met_base
  提供一些关于气象应用开发的基础功能函数，包括数组处理、数学函数、物理常数、时间处理、客观分析等模块。
  ☆51Updated 2 months ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆10Updated last year
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆68Updated 3 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆33Updated 3 years ago
• ldicarlo1 / weather_forecast_bias_correction
  A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.
  ☆19Updated 3 years ago
• bugsuse / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆34Updated 5 years ago
• XiaoLinhong / uplandsue
  更新WRF土地利用类型
  ☆25Updated 5 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆46Updated 3 years ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆50Updated 8 months ago
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆80Updated 3 years ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆41Updated 3 years ago
• djgagne / deepsky
  Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms
  ☆24Updated 4 years ago
• dgilford / tcpyPI
  tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python
  ☆86Updated last month
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years ago
• Mo-Dabao / BiteFengyun
  ☆42Updated 4 years ago
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆66Updated 3 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…
  ☆91Updated 8 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆31Updated 2 years ago
• suhasdl / DeepWeather
  Predicting weather by machine learning.
  ☆14Updated 4 years ago
• ai2es / WAF_ML_Tutorial_Part2
  Python code to assist in familiarizing meteorologists with machine learning
  ☆30Updated 3 months ago