kramea / aibedo
DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circulation and regional climate patterns)
☆18Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for aibedo
- ☆15Updated last month
- A python package for computing zonal mean and related atmospheric diagnostics☆13Updated last year
- Learn to use Climate data☆11Updated 5 years ago
- Training material on writing machine learning code with PyTorch by ICCS☆26Updated 2 weeks ago
- A lightweight machine learning framework for Xarray☆22Updated 11 months ago
- A ML-oriented generic patcher for xarray data structures.☆16Updated last year
- Multiple linear regression from Statsmodels library coupled with Xarray library☆12Updated 5 years ago
- Jupyter notebooks for dynamic meteorology course☆7Updated 3 years ago
- A modern Python utility library for climate data collection and management☆18Updated 2 weeks ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆11Updated 2 years ago
- Curated Docker images for use with Jupyter and Pangeo☆17Updated 4 years ago
- NASA Ames Processing in PYthon (NAPPy) - a Python library for reading, writing and converting NASA Ames files.☆9Updated 2 weeks ago
- Forecast Sensitivity to Observations and Observation Impact☆17Updated 2 years ago
- Finetuning Prithvi WxC - Climate Model Parameterization for Gravity Wave Flux☆13Updated last month
- ☆20Updated last week
- Jupyter notebooks for research and teaching☆11Updated 2 years ago
- ☆10Updated last month
- xarray accessor and zarr codec for working with video data☆15Updated last year
- Lorenz 1996 two time-scale model for learning machine learning☆36Updated this week
- Analysis and visualisation of atmospheric model output powered by iris.☆16Updated this week
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆10Updated 5 years ago
- Re-write of FV3GFS weather/climate model in Python☆15Updated 2 months ago
- Team "team-name" solution for Weather4cast Challenge☆12Updated last year
- Python line-by-line radiative transfer model☆11Updated 11 months ago
- Python GUI of Earth Observations and Model Evaluation Toolkit☆11Updated 5 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Updated 2 years ago
- Collection of Python scripts and notebooks to demonstrate plotting on the ICON grid.☆15Updated 4 months ago
- Python functions for orthogonal polynomials and (real, 2D, orthonormal) spherical harmonics☆9Updated last year
- A library for extracting polytope "features" from datacubes☆31Updated this week
- Combining ESA's CryoSat-2 and Sentinel-3 satellite altimeters to produce daily pan-Arctic radar freeboard estimates☆11Updated 4 months ago