sustainability-lab / polire
Spatial Interpolation in Python
☆12Updated last year
Alternatives and similar repositories for polire:
Users that are interested in polire are comparing it to the libraries listed below
- Gaussian Process emulators in Python☆17Updated 6 years ago
- Easily grab weather station data from around the globe (e.g. GHCN)☆27Updated last year
- ☆38Updated 5 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 2 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 8 months ago
- A Machine Learning Pipeline to Predict Vegetation Health☆32Updated 4 years ago
- A ML-oriented generic patcher for xarray data structures.☆16Updated last month
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆26Updated 6 months ago
- ☆10Updated 2 months ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆13Updated 2 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆14Updated this week
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆12Updated last month
- ☆17Updated 9 months ago
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆13Updated last year
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- ☆25Updated last year
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated last month
- predicting vegetation health from precipitation and temperature☆12Updated 5 years ago
- Code used to identify and analyze drought clusters from gridded data.☆24Updated 2 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- Reservoir Assessment Tool☆26Updated 3 weeks ago
- Deep learning model for predicting environmental variables on river systems☆21Updated last year
- Data access package for the SubseasonalClimateUSA dataset☆29Updated 4 months ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 7 months ago
- ☆11Updated 5 months ago
- Code and models for the HESS paper on mass conservation and extrapolation with deep learning☆12Updated 2 years ago
- Satellite Hydrology Bits Analysis And Mapping (SHBAAM)☆26Updated 4 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- Command line script and Python package to get weather and hydrologic time-series from Internet services.☆17Updated 3 months ago