blutjens / climate-emulatorLinks
A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)
☆14Updated 2 weeks ago
Alternatives and similar repositories for climate-emulator
Users that are interested in climate-emulator are comparing it to the libraries listed below
Sorting:
- Statistical tests on xarray objects☆14Updated 6 months ago
- a collection of remote climate data accessed via intake cached to disk☆19Updated 3 weeks ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated 2 years ago
- ☆12Updated last month
- A lightweight machine learning framework for Xarray☆22Updated last year
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated 3 months ago
- A python package for computing zonal mean and related atmospheric diagnostics☆15Updated last year
- Nested bootstrap resampling of xarray objects☆18Updated 6 months ago
- A climate change scenario-building analysis framework.☆20Updated this week
- Python remapping tools for climate and earth system models.☆20Updated last week
- Command line script and Python package to get weather and hydrologic time-series from Internet services.☆18Updated last month
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- ☆14Updated this week
- Xarray version of Marine Heatwaves code by Eric Olivier☆25Updated last year
- A ML-oriented generic patcher for xarray data structures.☆18Updated 5 months ago
- Bias correction for streamflow time series☆14Updated 2 years ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆14Updated this week
- ☆13Updated 3 years ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Updated 2 years ago
- Interactivate plotting of NetCDF data in Python☆13Updated 2 weeks ago
- ☆25Updated 2 years ago
- a toolbox for Earth System Model analysis☆29Updated 3 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆28Updated 11 months ago
- Reservoir Assessment Tool☆28Updated last month
- Tutorial on building and using effective colormaps in climate science☆35Updated 5 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated 11 months ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.☆26Updated this week
- TorchHydro: datasets, and models for watershed hydrological modeling☆17Updated last month
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Updated 3 months ago