duncanwp / ESEm
Easy emulating of geophysical models including (but not limited to!) Earth System Models.
☆51Updated 11 months ago
Related projects: ⓘ
- Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.☆53Updated this week
- Code for Sonnewald and Lguensat 2021☆20Updated last year
- Research and experiments for downscaling climate/weather data via generative learning☆32Updated 2 years ago
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆33Updated 11 months ago
- A lower-level API for Machine Learning inference in operations☆36Updated 2 months ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆47Updated 5 years ago
- Python wrapper for the FV3-based global climate model☆27Updated 2 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 3 years ago
- WAVI ice sheet model☆28Updated 2 weeks ago
- CMIP ENSO metrics python code☆29Updated last month
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆32Updated last year
- Ai2 Climate Emulator☆33Updated 2 weeks ago
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆40Updated 5 months ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated last year
- Diffusion-based Spatial Filtering of Gridded Data☆37Updated this week
- Lorenz 1996 two time-scale model for learning machine learning☆33Updated 3 weeks ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆29Updated 11 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆67Updated last year
- ☆16Updated 2 weeks ago
- XRO: Extended nonlinear Recharge Oscillator model☆11Updated 3 months ago
- MuSA: The Multiscale Snow data Assimilation System☆15Updated 2 months ago
- NCAR/CISL Dask tutorial (Spring 2023)☆23Updated last year
- ☆84Updated 4 months ago
- ocean overturning in xarray☆17Updated 3 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆19Updated 6 months ago
- ☆22Updated this week
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆46Updated 5 months ago
- Earth Computer Hyperparameter Optimization☆19Updated 2 months ago
- ClimWIP allows to calculate & apply performance and independence weights to CMIP models☆15Updated 3 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆19Updated 3 weeks ago