modons / DL-weather-dynamicsLinks
☆21Updated last year
Alternatives and similar repositories for DL-weather-dynamics
Users that are interested in DL-weather-dynamics are comparing it to the libraries listed below
Sorting:
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆23Updated 7 months ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 7 months ago
- ☆22Updated last year
- Ai2 Climate Emulator☆135Updated 2 weeks ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆45Updated last month
- ☆20Updated 4 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- ML Datasets Catalog☆58Updated 2 years ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆73Updated this week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆89Updated 8 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆56Updated 3 weeks ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆116Updated 3 weeks ago
- ☆105Updated last year
- Data access package for the SubseasonalClimateUSA dataset☆35Updated 11 months ago
- The official repository for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆20Updated last month
- A generative foundation model for the kilometer-scale atmosphere☆81Updated 2 weeks ago
- A modular framework for evaluating weather forecasts☆141Updated this week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 2 years ago
- Climate Analytics using Deep Neural Networks in Python.☆64Updated 2 years ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆63Updated 2 months ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 8 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆101Updated 8 months ago
- Subseasonal forecasting models☆54Updated 8 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- This is a repository of my python notebooks that may be of general interest.☆19Updated 9 months ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 8 months ago
- TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…☆61Updated this week
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- Benchmarking of weather forecasts based on station observations☆80Updated 3 months ago