pySTEPS / pystepsLinks
Python framework for short-term ensemble prediction systems.
☆534Updated last week
Alternatives and similar repositories for pysteps
Users that are interested in pysteps are comparing it to the libraries listed below
Sorting:
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆191Updated 6 years ago
- Python package for easy access to weather and climate data☆382Updated last year
- A package to download ECMWF open data☆277Updated last week
- A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes☆443Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆270Updated last week
- A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.☆469Updated last week
- ☆537Updated 9 months ago
- Verification of weather and climate forecasts☆253Updated last month
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆284Updated last week
- Example notebooks showing how to work with ECMWF services and data☆250Updated 4 months ago
- A benchmark for the next generation of data-driven global weather models.☆581Updated last month
- weather radar data processing - python package☆292Updated last week
- Code release to showcase potential usages of TAASRAD19 Dataset☆46Updated 4 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆142Updated 4 years ago
- Library of derived climate variables, ie climate indicators, based on xarray.☆374Updated this week
- A benchmark dataset for data-driven weather forecasting☆801Updated 2 years ago
- Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF …☆659Updated this week
- TITAN system within LROSE☆66Updated 3 months ago
- Metrics for verifying forecasts☆237Updated last month
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆276Updated this week
- A list of Precipitation Nowcasting papers and related resources.☆175Updated 11 months ago
- 提供气象产品检验相关程序☆200Updated 9 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning☆214Updated 4 years ago
- Climate indices for drought monitoring