salvaRC / El-GNNinoView external linksLinks
Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"
☆33Apr 13, 2021Updated 4 years ago
Alternatives and similar repositories for El-GNNino
Users that are interested in El-GNNino are comparing it to the libraries listed below
Sorting:
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Dec 15, 2022Updated 3 years ago
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 5 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- ☆30Apr 15, 2024Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆18Jan 19, 2026Updated 3 weeks ago
- The Illinois repository for Climatehack (https://climatehack.ai/). We won 1st place!☆27Aug 27, 2023Updated 2 years ago
- python package for cesm output diagnosis☆24Jun 21, 2019Updated 6 years ago
- Python routines for parallel analysis of large MITgcm simulations☆12Jun 23, 2016Updated 9 years ago
- ☆12Jan 6, 2015Updated 11 years ago
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆14Jul 17, 2023Updated 2 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆10Mar 26, 2019Updated 6 years ago
- ☆10Feb 21, 2023Updated 2 years ago
- Clean, easier to use version of the downscaling cGAN☆25Feb 26, 2024Updated last year
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆54Jan 30, 2026Updated 2 weeks ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Oct 17, 2025Updated 3 months ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Jul 19, 2018Updated 7 years ago
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Aug 3, 2025Updated 6 months ago
- Underlying package for the 10-line cta☆14Updated this week
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- ☆15Jun 4, 2014Updated 11 years ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, merid…☆10Jul 4, 2023Updated 2 years ago
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆33Nov 30, 2023Updated 2 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10May 21, 2022Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆13Jul 13, 2023Updated 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…☆16Jul 6, 2020Updated 5 years ago
- Bias correction of air quality CAMS model predictions by using OpenAQ observations.☆12Sep 17, 2021Updated 4 years ago
- ☆15Aug 25, 2019Updated 6 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆38Nov 25, 2024Updated last year
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Jan 2, 2023Updated 3 years ago
- ☆37Sep 12, 2025Updated 5 months ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆14Sep 13, 2024Updated last year
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 2 months ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Oct 23, 2019Updated 6 years ago
- 机器图像算法赛道-天气识别☆15Oct 28, 2019Updated 6 years ago
- Implementation of Climdex indices in Python/xarray/dask☆13Apr 9, 2020Updated 5 years ago
- Generalized Analog Regression Downscaling (GARD) code☆34Mar 20, 2024Updated last year