blutjens / climate-emulatorLinks
A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)
☆14Updated 4 months ago
Alternatives and similar repositories for climate-emulator
Users that are interested in climate-emulator are comparing it to the libraries listed below
Sorting:
- A lightweight machine learning framework for Xarray☆22Updated last year
- A python package for computing zonal mean and related atmospheric diagnostics☆15Updated last year
- a collection of remote climate data accessed via intake cached to disk☆19Updated 2 months ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆13Updated 3 years ago
- Jupyter notebooks for research and teaching☆10Updated 3 years ago
- Global Ocean Emulator☆29Updated this week
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated last year
- A climate change scenario-building analysis framework.☆20Updated last week
- Statistical tests on xarray objects☆14Updated 5 months ago
- Climate Simulation Operations☆24Updated this week
- Nested bootstrap resampling of xarray objects☆17Updated 5 months ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated last month
- ☆14Updated 2 months ago
- a toolbox for Earth System Model analysis☆29Updated 3 years ago
- Python remapping tools for climate and earth system models.☆19Updated this week
- Interface for using cubed with xarray☆29Updated 2 weeks ago
- elePyant (pronounced elephant) provides a set of tools for compressing netCDF files and xarray Datasets and DataArrays.☆24Updated 4 years ago
- C-Star is a python package for setting up and running ocean model simulations, with a particular focus on marine carbon dioxide removal (…☆14Updated this week
- 🐼🌹 A simple Pandas accessor for making windrose plots.☆15Updated last year
- Tutorial on building and using effective colormaps in climate science☆35Updated 5 years ago
- Interactivate plotting of NetCDF data in Python☆13Updated last year
- Tool for writing large xarray datasets to zarr stores with independent processes☆30Updated 2 months ago
- A ML-oriented generic patcher for xarray data structures.☆18Updated 4 months ago
- Continuous wavelet transform with xarray.☆16Updated last year
- Python code that allows to convert sigmet/NEXRAD files (radar data) into WMO CFradial2/FM301 hierarchical dataset and store them using An…☆12Updated this week
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 4 months ago
- Launch Jupyter Lab over SSH with a single command!☆36Updated 3 weeks ago
- Command line script and Python package to get weather and hydrologic time-series from Internet services.☆17Updated last week
- A modern Python utility library for climate data collection and management☆19Updated last week
- ☆25Updated 2 years ago