π A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.
β28Dec 9, 2022Updated 3 years ago
Alternatives and similar repositories for awesome-earth-system-ml
Users that are interested in awesome-earth-system-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or othersβ55Jan 30, 2026Updated last month
- A tutorial for getting started with machine learning for climate modelingβ13Feb 6, 2024Updated 2 years ago
- β111Apr 23, 2024Updated last year
- A Large-Scale Climate Model Dataset for Machine Learningβ32Aug 11, 2025Updated 7 months ago
- Community Earth atmospheric Data System (CEDS)β115Jun 9, 2025Updated 9 months ago
- NordVPN Special Discount Offer β’ AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Clean, easier to use version of the downscaling cGANβ25Feb 26, 2024Updated 2 years ago
- Implementations of two-layer models by Held et al. and Geoffroy et al.β11Feb 27, 2024Updated 2 years ago
- A curated list of resources related to training of GANsβ31Oct 21, 2020Updated 5 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast modelβ12Mar 26, 2019Updated 7 years ago
- A ML-oriented generic patcher for xarray data structures.β19Mar 9, 2026Updated 2 weeks ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasetsβ¦β43Nov 29, 2022Updated 3 years ago
- DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circulaβ¦β18Feb 4, 2024Updated 2 years ago
- Reconstruction of Cloud Vertical Structure with a Generative Adversarial Networkβ26Jul 4, 2019Updated 6 years ago
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.β36Apr 21, 2025Updated 11 months ago
- Proton VPN Special Offer - Get 70% off β’ AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Python library for validating and managing binary array linked data files, e.g. HDF, netCDF.β12Oct 14, 2022Updated 3 years ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)β21Sep 29, 2025Updated 6 months ago
- β32Dec 18, 2023Updated 2 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.β14Jun 8, 2023Updated 2 years ago
- Style-based GAN for geophysical fieldsβ13May 7, 2020Updated 5 years ago
- β10Jan 14, 2026Updated 2 months ago
- Tools for analysis of climate model dataβ17Nov 8, 2024Updated last year
- A High-Performance Data Science Toolkit for the Earth Sciencesβ71Jun 8, 2024Updated last year
- β20Jan 12, 2026Updated 2 months ago
- DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python interface to map GRIB2 files to xarray datasets.β12Mar 22, 2021Updated 5 years ago
- [ICML 2024] Official implementation for the paper "Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior forβ¦β15Nov 8, 2024Updated last year
- Statistical tests on xarray objectsβ14Nov 24, 2025Updated 4 months ago
- A python course intended to provide a thorough grounding for those working in the earth sciencesβ37Oct 27, 2017Updated 8 years ago
- Implementation of a radiative-convective equilibrium model.β22Nov 3, 2025Updated 4 months ago
- Tephigram plotting in Pythonβ23Updated this week
- CHARM, a model that estimates the GHG impacts and land-use requirements of forestryβ12Jul 21, 2023Updated 2 years ago
- NISAR's SDS ondemand tutorialsβ16Sep 4, 2024Updated last year
- Code associated with the paper "The World as a Graph: Improving El NiΓ±o Forecasting with Graph Neural Networks".β33Dec 15, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patternsβ12Jul 19, 2018Updated 7 years ago
- Slice sampling algorithms in Juliaβ13Mar 8, 2026Updated 3 weeks ago
- Planning Beyond the Sensing Horizon Using a Learned Contextβ10Jun 9, 2020Updated 5 years ago
- GOES-16 Convective Initiation Benchmarkβ18Jun 29, 2022Updated 3 years ago
- β13Jan 22, 2025Updated last year
- Read / write netCDF files from / to object stores with S3 interfaceβ46Oct 4, 2022Updated 3 years ago
- β26Aug 8, 2025Updated 7 months ago