leelew / HybridHydro
Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in Atmospheric Science)
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for HybridHydro
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated this week
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆20Updated 3 years ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆18Updated 2 years ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆22Updated 5 months ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 2 years ago
- Bias Correction Tool for GPM precipitation data☆10Updated 2 years ago
- Python code to read the netcdf formatted tropical cyclone tracks generated from HighResMIP simulations☆14Updated 3 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆25Updated 2 years ago
- Python code for evaluating geophysical models using conventional and triple collocation methods☆20Updated 3 weeks ago
- Simulate SEVIRI satellite channels from WRF output☆17Updated 11 months ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆47Updated 2 weeks ago
- quantile mapping applied to climate model output☆12Updated 6 months ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆33Updated 2 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆14Updated 2 years ago
- Jupyter Notebooks demonstrating basic wrf-python usage.☆11Updated 3 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆19Updated 2 years ago
- A line of code to analyze climate☆31Updated this week
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆12Updated 3 years ago
- ☆32Updated last year
- Code used to identify and analyze drought clusters from gridded data.☆22Updated 2 years ago
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆10Updated 5 months ago
- ☆29Updated last year
- Repo for the paper: Climate change in the High Mountain Asia in CMIP6☆12Updated 3 years ago
- ☆19Updated 5 months ago
- This repository includes source codes for the DRM and 2-layer DRM (2L-DRM) models.☆12Updated 3 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 2 years ago
- SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud to…☆14Updated last year
- Accompanying code for CCAM dataset☆17Updated 9 months ago