bgroenks96 / generative-downscaling
Research and experiments for downscaling climate/weather data via generative learning
☆34Updated 3 years ago
Alternatives and similar repositories for generative-downscaling:
Users that are interested in generative-downscaling are comparing it to the libraries listed below
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆56Updated last month
- Examples of CMIP6 cloud data analysis with Pangeo☆24Updated 11 months ago
- The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …☆19Updated 3 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆72Updated 5 years ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- Code for Sonnewald and Lguensat 2021☆22Updated 2 years ago
- Ai2 Climate Emulator☆92Updated 2 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 6 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆85Updated 2 months ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 8 months ago
- ☆90Updated last year
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆46Updated last month
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme and discrete meteorologica…☆47Updated this week
- ☆25Updated 2 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated 10 months ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 5 years ago
- Python code to manage ERA5 downloads at NCI☆32Updated 4 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 2 years ago
- Neural Networks based unified physics parameterization for atmospheric models☆4Updated last year
- XRO: Extended nonlinear Recharge Oscillator model☆17Updated last month
- Repository for the UCI ESS Python tutorial series☆21Updated 6 years ago
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆58Updated 3 weeks ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆26Updated last week