Alternatives and similar repositories for pysteps

Users that are interested in pysteps are comparing it to the libraries listed below

• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆188Updated 5 years ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆248Updated this week
• ecmwf / climetlab
  Python package for easy access to weather and climate data
  ☆379Updated 6 months ago
• Ouranosinc / xclim
  Library of derived climate variables, ie climate indicators, based on xarray.
  ☆358Updated last week
• ecmwf / ecmwf-opendata
  A package to download ECMWF open data
  ☆227Updated 3 months ago
• ecmwf-lab / ai-models
  ☆486Updated 3 months ago
• ecmwf / cfgrib
  A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes
  ☆429Updated 2 months ago
• pangeo-data / climpred
  Verification of weather and climate forecasts
  ☆246Updated 3 weeks ago
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆266Updated this week
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆131Updated 4 years ago
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆380Updated 3 weeks ago
• ecmwf / notebook-examples
  Example notebooks showing how to work with ECMWF services and data
  ☆230Updated last month
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆523Updated this week
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆230Updated 5 months ago
• xarray-contrib / xskillscore
  Metrics for verifying forecasts
  ☆234Updated this week
• NCAR / wrf-python
  A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.
  ☆442Updated 2 weeks ago
• JiaweiZhuang / xESMF
  Universal Regridder for Geospatial Data
  ☆278Updated 3 years ago
• ARM-DOE / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆556Updated last week
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆400Updated last year
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆761Updated last year
• blaylockbk / Herbie
  Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF …
  ☆596Updated 3 weeks ago
• wradlib / wradlib
  weather radar data processing - python package
  ☆282Updated last week
• openclimatefix / graph_weather
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…
  ☆236Updated last week
• nmcdev / meteva
  提供气象产品检验相关程序
  ☆186Updated 2 months ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆153Updated 5 months ago
• pangeo-data / scikit-downscale
  Statistical climate downscaling in Python
  ☆192Updated last month
• pangeo-data / xESMF
  Universal Regridder for Geospatial Data
  ☆217Updated last week
• bugsuse / meteoai
  The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
  ☆159Updated 5 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆122Updated last year