Earth-Intelligence-Lab / LocalizedWeatherLinks
This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
☆51Updated 2 months ago
Alternatives and similar repositories for LocalizedWeather
Users that are interested in LocalizedWeather are comparing it to the libraries listed below
Sorting:
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆93Updated 10 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 10 months ago
- Subseasonal forecasting models☆56Updated 10 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆155Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆89Updated this week
- A Python package for Earth forecasting transformer☆90Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆91Updated 2 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆97Updated last year
- A modular framework for evaluating weather forecasts☆165Updated this week
- Deep learning approaches for statistical downscaling in climate☆73Updated 3 years ago
- ☆33Updated this week
- A Python package for tackling diverse environmental prediction tasks with NPs.☆119Updated 2 months ago
- ☆40Updated 4 years ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- DeepR: Deep Reanalysis☆30Updated 2 years ago
- ☆35Updated 2 years ago
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆29Updated 2 months ago
- ML Datasets Catalog☆59Updated 2 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- Benchmarking of weather forecasts based on station observations☆81Updated 5 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- ☆108Updated last year
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated this week
- ☆45Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 8 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆169Updated 4 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆63Updated this week