STF: A beginner-friendly Spatio-Temporal Forecasting framework for video prediction and radar extrapolation. Includes ConvLSTM, PredRNN, SimVP, UNet, STLight, etc...
☆16Feb 28, 2026Updated 5 months ago
Alternatives and similar repositories for STF
Users that are interested in STF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simulate satellite images from WRF and MPAS model output☆27Nov 24, 2025Updated 8 months ago
- Integrated End-To-End WRF Containerized Framework☆26Updated this week
- Plots OCO-2 lite file data on MODIS imagery☆15Feb 23, 2025Updated last year
- Python utils for atmospheric & ocean sciences. Includes tools for popular datasets such as Aeronet, models (WRF, ROMS), satellite retriev…☆12Apr 27, 2026Updated 3 months ago
- 暴雨科算计算器☆17Dec 6, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.☆10Jan 9, 2024Updated 2 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆13Dec 14, 2021Updated 4 years ago
- 气溶胶反演☆13Jun 11, 2021Updated 5 years ago
- R wrapper for nowcast_lstm Python library. Long short-term memory neural networks for economic nowcasting.☆13May 2, 2024Updated 2 years ago
- Python package for downloading, mosaicking, or compositing MODIS-scale NDVI imagery☆10Feb 10, 2021Updated 5 years ago
- ☆10Feb 22, 2019Updated 7 years ago
- Estimate PM2.5/PM10 from satellite imagery☆11Sep 18, 2025Updated 10 months ago
- Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products☆11Jun 29, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python package for plotting tephigrams☆11Feb 4, 2021Updated 5 years ago
- Satellite Optical Flow with machine learning models☆64Nov 13, 2023Updated 2 years ago
- Broken Glass Insulator Dataset for UAV inspection of power lines☆12Feb 10, 2023Updated 3 years ago
- An Earth Observation Land Data Assimilation System (EO-LDAS)☆17Jul 20, 2012Updated 14 years ago
- Plot nexrad level 2 radar data☆12May 14, 2025Updated last year
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 6 years ago
- ☆14Feb 23, 2022Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- ☆19Jan 21, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Lightning flash-cell identification and nowcasting using machine learning algorithms☆16Dec 14, 2017Updated 8 years ago
- This script uses the GOES-16 or GOES-17 ABI Level 1b Radiance product (publicly available) to create a georeferenced RGB True-Color imag…☆11Dec 14, 2020Updated 5 years ago
- RasterSmith is a package to preprocess different NASA Earth observing satellite data products into common resolution, spatial reference, …☆13Oct 3, 2018Updated 7 years ago
- Query and download https://earthdata.nasa.gov/☆16May 8, 2026Updated 3 months ago
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆14Sep 30, 2021Updated 4 years ago
- CloudMasking is a Qgis plugin for make the masking of clouds, cloud shadow, cirrus, aerosols, ice/snow and water for Landsat (4, 5, 7, 8,…☆20Apr 25, 2025Updated last year
- SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud to…☆13Feb 10, 2023Updated 3 years ago
- Python version of the FMask Landsat Cloud Masking code☆13Apr 3, 2016Updated 10 years ago
- 🕸 CNN + 🛍 BoVW + 💼 BoCF + 🐺 Grey Wolf Optimization & Comparision ⚖☆11Mar 11, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- Python scripts for the "Geostationary Satellites Data Processing With Python" training course (CPTEC / INPE) - Mar / 2021☆11Aug 17, 2024Updated last year
- Quantile regression neural networks☆19Dec 2, 2023Updated 2 years ago
- Multidisciplinary Research and Education on Big Data + High-Performance Computing + Atmospheric Sciences at UMBC☆16Jul 13, 2022Updated 4 years ago
- EaR³T (Education and Research 3D Radiative Transfer Toolbox)☆15Jul 7, 2026Updated last month
- Langmuir is a Monte Carlo charge dynamics simulation engine for organic semiconductors, including FETs and solar cells☆14Apr 29, 2016Updated 10 years ago
- Code that runs the twitter.com/himawari8bot bot.☆17Jan 22, 2018Updated 8 years ago