aserifi / convolutional-downscaling
Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks
☆22Updated 3 years ago
Alternatives and similar repositories for convolutional-downscaling:
Users that are interested in convolutional-downscaling are comparing it to the libraries listed below
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆17Updated 3 years ago
- ☆31Updated 2 years ago
- Deep learning approaches for statistical downscaling in climate☆72Updated 2 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 2 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆27Updated 2 years ago
- ☆40Updated 3 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆12Updated 3 months ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆49Updated 3 months ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated 4 months ago
- ☆17Updated 5 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆84Updated last month
- A line of code to analyze climate☆38Updated this week
- Python code to read the netcdf formatted tropical cyclone tracks generated from HighResMIP simulations☆15Updated 4 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated last week
- Simulate SEVIRI satellite channels from WRF output☆20Updated 3 months ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- A collection of Python scripts for running WRF with the DART data assimilation system☆30Updated last year
- Beta for Pangeo Postprocessing☆17Updated 4 years ago
- DeepR: Deep Reanalysis☆24Updated last year
- A Physics-Based, Tropical Cyclone Downscaling Model☆30Updated 2 months ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆91Updated 8 months ago
- Pipeline for statistical downscaling of earth system model output☆12Updated 5 years ago
- Jupyter notebooks for WRF-Hydro trainings☆53Updated 8 months ago
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- ☆26Updated 10 months ago
- Reservoir Assessment Tool☆26Updated this week
- ☆10Updated 3 years ago