ai4er-cdt / resources
The default repo for wiki and issues relating to the AI4ER CDT
☆9Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for resources
- machine learning for the atmospheric sciences - a CSU course☆30Updated last year
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆20Updated last month
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 2 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated last month
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆11Updated 2 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆33Updated 2 years ago
- spatially-resolved ESM-specific multi-scenario initial-condition ensemble emulator☆24Updated this week
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆13Updated last month
- Building a Zarr data cube using serverless cloud compute☆45Updated 5 months ago
- A way to manage forecast Xarray datasets using datatrees☆14Updated last year
- A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.☆24Updated this week
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 3 months ago
- Examples of CMIP6 cloud data analysis with Pangeo☆22Updated 6 months ago
- Nested bootstrap resampling of xarray objects☆17Updated this week
- Code for Sonnewald and Lguensat 2021☆21Updated last year
- Ai2 Climate Emulator☆55Updated last week
- XRO: Extended nonlinear Recharge Oscillator model☆13Updated 5 months ago
- Describe zarr stores from the command line☆20Updated 10 months ago
- Reservoir Assessment Tool☆25Updated 2 weeks ago
- ☆25Updated last year
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆51Updated 7 months ago
- A ML-oriented generic patcher for xarray data structures.☆16Updated last year
- A jupyter book tutorial demonstrating accessing and working with Sentinel-1 RTC imagery using xarray☆17Updated 8 months ago
- ☆45Updated 3 months ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆13Updated 2 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated 2 months ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- a toolbox for Earth System Model analysis☆27Updated 3 years ago
- Learn to run ESMValTool from a Jupyter Notebook☆13Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 4 months ago