Python framework for short-term ensemble prediction systems.
☆564May 27, 2026Updated last week
Alternatives and similar repositories for pysteps
Users that are interested in pysteps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆195Oct 9, 2019Updated 6 years ago
- IMPROVER is a library of algorithms for meteorological post-processing.☆124Updated this week
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆588Jun 1, 2026Updated last week
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 5 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆291Jun 1, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- weather radar data processing - python package☆310Jun 1, 2026Updated last week
- Latent diffusion for generative precipitation nowcasting☆144Jul 10, 2023Updated 2 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆426May 26, 2026Updated 2 weeks ago
- Pythonic multiple doppler code based off the 3D variational technique☆108May 26, 2026Updated 2 weeks ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆97Oct 22, 2020Updated 5 years ago
- The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)☆242Apr 9, 2026Updated 2 months ago
- MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.☆1,427Updated this week
- TITAN system within LROSE☆73Updated this week
- Graphical tool for creating verification plots of weather forecasts☆101Jun 2, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A list of Precipitation Nowcasting papers and related resources.☆186Dec 16, 2024Updated last year
- A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes☆459Apr 8, 2026Updated 2 months ago
- Hail detection and size retrievals using Python3.9+☆48May 18, 2026Updated 3 weeks ago
- MetEva aims to provide fast and efficient evaluation and validation methods and processes for weather forecasting products. From numerica…☆200Feb 25, 2026Updated 3 months ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆425Sep 12, 2022Updated 3 years ago
- pytorch implemention of trajGRU.☆595Jun 22, 2019Updated 6 years ago
- A tool to work in weather radar data in xarray☆137May 17, 2026Updated 3 weeks ago
- AI Challenges based on the SEVIR weather dataset☆47Jun 24, 2025Updated 11 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆162Apr 24, 2020Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for working with the SEVIR weather dataset☆44May 2, 2022Updated 4 years ago
- Python Radar Data Processing☆55Feb 3, 2021Updated 5 years ago
- Python package for easy access to weather and climate data☆391Nov 13, 2024Updated last year
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Jul 8, 2016Updated 9 years ago
- Python Fundamental Calculations for Radar Meteorology☆48Feb 22, 2018Updated 8 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆287Apr 11, 2026Updated last month
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.☆94May 22, 2026Updated 2 weeks ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆296Jun 1, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Metrics for verifying forecasts☆241Apr 6, 2026Updated 2 months ago
- Radar Doppler velocity dealiasing technique using 3D continuity.☆34Jun 2, 2026Updated last week
- A benchmark dataset for data-driven weather forecasting☆827Dec 8, 2023Updated 2 years ago
- 2021年统计后处理培训教程.☆18Jun 16, 2021Updated 4 years ago
- A Binder/Pangeo executable repository for the one day Open Science workshop at the 2019 Australian Radar Workshop☆12May 28, 2020Updated 6 years ago
- ☆42Oct 21, 2021Updated 4 years ago
- Repo for the ERAD 2024 Open Radar Short Course☆23Jan 28, 2025Updated last year