m2lines / L96_demo
Lorenz 1996 two time-scale model for learning machine learning
☆36Updated this week
Related projects ⓘ
Alternatives and complementary repositories for L96_demo
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆54Updated last year
- Ai2 Climate Emulator☆53Updated this week
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆26Updated 2 months ago
- machine learning for the atmospheric sciences - a CSU course☆30Updated last year
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆35Updated last year
- a toolbox for Earth System Model analysis☆27Updated 3 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated 2 months ago
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆107Updated 3 weeks ago
- CMIP ENSO metrics python code☆31Updated last week
- scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.☆68Updated this week
- Diffusion-based Spatial Filtering of Gridded Data☆37Updated last week
- Python code to manage ERA5 downloads at NCI☆30Updated 3 years ago
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆43Updated 7 months ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆36Updated last month
- Python package to label and track unique geospatial features from gridded datasets☆37Updated 10 months ago
- Code for Sonnewald and Lguensat 2021☆21Updated last year
- NCAR/CISL Dask tutorial (Spring 2023)☆22Updated last month
- ☆54Updated 10 months ago
- code for simple models of the atmosphere and ocean☆29Updated 2 years ago
- A simple atmospheric model☆17Updated 7 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆20Updated last month
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆46Updated 3 weeks ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆15Updated 2 years ago
- Tools to support analysis of POP2-CESM model solutions☆22Updated last month
- Maximum Covariance Analysis in Python☆53Updated last year
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆34Updated 2 years ago
- Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data☆62Updated 2 months ago
- Python wrapper for the FV3-based global climate model☆28Updated 2 years ago