Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutions
☆89Oct 17, 2025Updated 5 months ago
Alternatives and similar repositories for climatereconstructionAI
Users that are interested in climatereconstructionAI are comparing it to the libraries listed below
Sorting:
- a collection of remote climate data accessed via intake cached to disk☆19Mar 12, 2026Updated last week
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 years ago
- El nino forecast based on a few machine learning methods☆23Sep 8, 2016Updated 9 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- ☆18Oct 16, 2025Updated 5 months ago
- ☆15Jun 4, 2014Updated 11 years ago
- ☆13Oct 25, 2022Updated 3 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated last month
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 5 years ago
- ☆53Updated this week
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated this week
- This is a package containing the most prominent parameterisations for the melt at the base of Antarctic ice shelves☆14Aug 11, 2025Updated 7 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Climate downscaling using CMIP6 data☆205Jan 5, 2026Updated 2 months ago
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Nov 9, 2019Updated 6 years ago
- ☆19May 9, 2019Updated 6 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆25May 12, 2023Updated 2 years ago
- Intake-esm Datastore☆13Updated this week
- Simulate satellite images from WRF and MPAS model output☆26Nov 24, 2025Updated 3 months ago
- ☆24Apr 3, 2023Updated 2 years ago
- Awesome paper about AI for atmosphere science and oceanography☆38Oct 4, 2023Updated 2 years ago
- ☆11Jul 15, 2024Updated last year
- Ruby/Python bindings for CDO☆101Aug 13, 2024Updated last year
- ☆30Apr 15, 2024Updated last year
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- Generalized Analog Regression Downscaling (GARD) code☆34Mar 20, 2024Updated 2 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆74May 6, 2020Updated 5 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated 10 months ago
- Nested bootstrap resampling of xarray objects☆18Jan 22, 2025Updated last year
- Large eddy simulation code for atmospheric flow☆27Jan 27, 2022Updated 4 years ago
- Create boundary and initial conditions for WRF-Chem simulation☆16Mar 15, 2026Updated last week
- ☆10Apr 1, 2021Updated 4 years ago
- Intake plugin for xarray☆77Dec 12, 2024Updated last year
- Interactive textbook on state space models☆12Apr 11, 2022Updated 3 years ago
- code for simple models of the atmosphere and ocean☆32Dec 5, 2021Updated 4 years ago
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆204Jan 5, 2026Updated 2 months ago
- xarray accessor and zarr codec for working with video data☆19Oct 1, 2023Updated 2 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆99Jul 30, 2024Updated last year