Python library for radar-based precipitation nowcasting based on optical flow techniques
☆196Oct 9, 2019Updated 6 years ago
Alternatives and similar repositories for rainymotion
Users that are interested in rainymotion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆150Jun 1, 2021Updated 5 years ago
- Python framework for short-term ensemble prediction systems.☆565Jun 23, 2026Updated last week
- Pythonic multiple doppler code based off the 3D variational technique☆108Jun 22, 2026Updated last week
- Jupyter-notebooks of nowcasting precipitation☆11Nov 5, 2019Updated 6 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆428Sep 12, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Python Radar Data Processing☆55Feb 3, 2021Updated 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)☆247Apr 9, 2026Updated 2 months ago
- A list of Precipitation Nowcasting papers and related resources.☆189Dec 16, 2024Updated last year
- weather radar data processing - python package☆311Updated this week
- pytorch implemention of trajGRU.☆597Jun 22, 2019Updated 7 years ago
- Towerpy is an open-source toolbox for processing polarimetric weather radar data☆28Updated this week
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆98Oct 22, 2020Updated 5 years ago
- 2021年统计后处理培训教程.☆18Jun 16, 2021Updated 5 years ago
- Hail detection and size retrievals using Python3.9+☆50May 18, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆289Apr 11, 2026Updated 2 months ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆296Jun 22, 2026Updated last week
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆594Jun 24, 2026Updated last week
- Assorted notebooks for my Scientific work☆22Apr 23, 2026Updated 2 months ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆228May 4, 2018Updated 8 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 6 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆49Oct 14, 2021Updated 4 years ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 7 years ago
- Latent diffusion for generative precipitation nowcasting☆145Jul 10, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.☆94May 22, 2026Updated last month
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Jul 8, 2016Updated 9 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆430May 26, 2026Updated last month
- Python Radar Data Processing☆56Updated this week
- MeteoSwiss version of The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆15Updated this week
- Generic BUFR file reader written in python. File support is similar to the ECMWF BUFR library.☆18Aug 9, 2021Updated 4 years ago
- IMPROVER is a library of algorithms for meteorological post-processing.☆123Jun 25, 2026Updated last week
- Radar Doppler velocity dealiasing technique using 3D continuity.☆35Jun 22, 2026Updated last week
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Mar 27, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- TAMS☆28Jun 10, 2026Updated 3 weeks ago
- ☆42Oct 21, 2021Updated 4 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆297Jun 22, 2026Updated last week
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 3 years ago
- Repo for the ERAD 2024 Open Radar Short Course☆23Jan 28, 2025Updated last year
- A module of independent functions to do precipitation retrievals from polarimetric radar data☆100Feb 19, 2026Updated 4 months ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 6 years ago