tobifinn / torch-assimilate
Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
☆9Updated 2 years ago
Related projects: ⓘ
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆10Updated last year
- a collection of remote climate data accessed via intake cached to disk☆19Updated 2 months ago
- machine learning for the atmospheric sciences - a CSU course☆30Updated 10 months ago
- Nested bootstrap resampling of xarray objects☆16Updated 6 months ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆10Updated 2 years ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆11Updated last year
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆12Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆26Updated last month
- R&D Python package for processing ICON data with xarray☆10Updated last year
- Reservoir Assessment Tool☆22Updated last week
- Statistical tests on xarray objects☆13Updated 6 months ago
- A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.☆21Updated this week
- Command line script and Python package to get weather and hydrologic time-series from Internet services.☆18Updated 2 months ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated last week
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆19Updated 6 months ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆11Updated 3 months ago
- Accessing satellite and reanalysis data made easy.☆17Updated 3 weeks ago
- ☆13Updated 2 years ago
- A ML-oriented generic patcher for xarray data structures.☆15Updated 11 months ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 3 years ago
- Continuous wavelet transform with xarray.☆14Updated 11 months ago
- Neural Networks based unified physics parameterization for atmospheric models☆3Updated 5 months ago
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Updated 2 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆20Updated 3 months ago
- A jupyter book tutorial demonstrating accessing and working with Sentinel-1 RTC imagery using xarray☆17Updated 6 months ago
- a toolbox for Earth System Model analysis☆27Updated 3 years ago
- ☆25Updated last year
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆12Updated 4 years ago
- A python library to extract topographical features from elevation data.☆19Updated 8 months ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆34Updated 6 years ago