Satellite Optical Flow with machine learning models
☆64Nov 13, 2023Updated 2 years ago
Alternatives and similar repositories for satflow
Users that are interested in satflow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using optical flow & machine learning to predict PV yield☆53Oct 12, 2022Updated 3 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆14Mar 13, 2025Updated last year
- Prepare batches of data for training machine learning solar electricity nowcasting data☆29Sep 4, 2023Updated 2 years ago
- A MetNet implementation in Pytorch and fastai☆30Jun 29, 2021Updated 5 years 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
- 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.
- API to download, query, filter and plot HIMAWARI AHI satellite data☆24May 22, 2023Updated 3 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆12Mar 26, 2019Updated 7 years ago
- Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products☆11Jun 29, 2026Updated 3 weeks ago
- Describe zarr stores from the command line☆33Feb 15, 2026Updated 5 months ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆27Jan 15, 2026Updated 6 months ago
- ☆67Jul 8, 2026Updated 2 weeks ago
- ☆15Apr 5, 2022Updated 4 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆302Updated this week
- ☆21Jan 24, 2019Updated 7 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.
- My take on ECLIPSE solar nowcasting DL paper☆14Oct 29, 2021Updated 4 years ago
- Graphical tool for creating verification plots of weather forecasts☆102Jun 30, 2026Updated 3 weeks ago
- STF: A beginner-friendly Spatio-Temporal Forecasting framework for video prediction and radar extrapolation. Includes ConvLSTM, PredRNN, …☆16Feb 28, 2026Updated 4 months ago
- Simulate satellite images from WRF and MPAS model output☆27Nov 24, 2025Updated 7 months ago
- A python library to extract topographical features from elevation data.☆25Jan 15, 2024Updated 2 years ago
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 4 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
- The C++ and R packages for parallel ensemble forecasts using Analog Ensemble☆18May 22, 2026Updated 2 months ago
- 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.
- Segmentation of sky/cloud images using HDR Imaging☆10Mar 5, 2018Updated 8 years ago
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 4 years ago
- A python package for parsing metar & taf raw text☆11Oct 16, 2025Updated 9 months ago
- ICLR 2021 Submission☆12Nov 15, 2020Updated 5 years ago
- Weather parameter post processing tool☆29Jul 13, 2026Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆296Updated this week
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- A Naive model to identify weather in images☆18Mar 23, 2019Updated 7 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆151Jun 1, 2021Updated 5 years ago
- 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.
- Read GRIB files with Rust☆72Updated this week
- A tool for making a probabilistic power forecast for a fleet of solar plants using an existing deterministic forecast☆16Dec 2, 2024Updated last year
- Uses machine learning to predict convective initiation and decay from satellite data.☆29Jun 7, 2023Updated 3 years ago
- OCF's DataPipe based dataloader for training and inference☆15Jun 2, 2025Updated last year
- RasterSmith is a package to preprocess different NASA Earth observing satellite data products into common resolution, spatial reference, …☆13Oct 3, 2018Updated 7 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆16Nov 18, 2025Updated 8 months ago
- Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray☆46Mar 31, 2025Updated last year