peernow / CME_NCOMMS_2020Links
Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Communications (2020), https://doi.org/10.1038/s41467-020-15195-y
☆19Updated 3 years ago
Alternatives and similar repositories for CME_NCOMMS_2020
Users that are interested in CME_NCOMMS_2020 are comparing it to the libraries listed below
Sorting:
- XRO: Extended nonlinear Recharge Oscillator model☆21Updated 2 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, merid…☆9Updated last year
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆22Updated 2 months ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Python code to create the Observational Large Ensemble.☆11Updated 2 years ago
- ☆18Updated 4 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 7 months ago
- xarray-based wavelet analysis☆16Updated 2 years ago
- ☆11Updated 7 years ago
- matlab code used for analysis in Jacox et al. 2022☆12Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 2 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 3 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆31Updated 6 months ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- TROVA: TRansport Of water VApor☆10Updated last month
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated 2 years ago
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- Mid-Latitude Evaluation System☆15Updated 4 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- ClimWIP allows to calculate & apply performance and independence weights to CMIP models☆14Updated 4 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆13Updated 4 years ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 6 years ago
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆19Updated 4 years ago
- Code for Sonnewald and Lguensat 2021☆22Updated 2 years ago
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆16Updated 4 years ago
- ☆13Updated 2 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆39Updated 2 months ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated 9 months ago