aserifi / convolutional-downscalingLinks
Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks
☆22Updated 4 years ago
Alternatives and similar repositories for convolutional-downscaling
Users that are interested in convolutional-downscaling are comparing it to the libraries listed below
Sorting:
- Deep learning approaches for statistical downscaling in climate☆72Updated 3 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated 3 months ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- ☆33Updated 2 years ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆56Updated 9 months ago
- Code for CLIMEA-BCUD☆12Updated 2 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Updated 2 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated 9 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆95Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated last week
- Pipeline for statistical downscaling of earth system model output☆12Updated 6 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- ☆40Updated 4 years ago
- A Python Package for Statistical Analysis of Climate☆64Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆89Updated 8 months ago
- A line of code to analyze climate☆48Updated this week
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆56Updated 6 months ago
- Example notebooks for working with nextGEMS Cycle3 data☆12Updated 11 months ago
- ☆20Updated 4 months ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 10 months ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆52Updated 6 months ago
- Beta for Pangeo Postprocessing☆17Updated 5 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- ☆32Updated last month
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- Jupyter notebooks for WRF-Hydro trainings☆55Updated 5 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years 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
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year