leelew / HybridHydro
Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in Atmospheric Science)
☆15Updated last year
Alternatives and similar repositories for HybridHydro:
Users that are interested in HybridHydro are comparing it to the libraries listed below
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆11Updated 3 years ago
- ☆22Updated 4 years ago
- SMAP soil moisture downscaling☆11Updated 11 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- reconstruct the IPCC AR6 figure☆12Updated 2 months ago
- Including extents of the High-Mountain Asia region and the sub-resions, as well as the main rivers, lakes and glaciers vector data in th…☆15Updated last month
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆14Updated 3 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated 2 months ago
- Python code for evaluating geophysical models using conventional and triple collocation methods☆20Updated 3 months ago
- ☆10Updated 3 years ago
- ☆10Updated 2 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发(PET)☆14Updated 4 years ago
- This repository provides a code to model Land Surface Temperature (LST) as one of the most important environmental factors used to monito…☆10Updated 3 years ago
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆22Updated 3 years ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 8 years ago
- Snow property inversion from remote sensing (SPIReS)☆18Updated last year
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆17Updated 2 years ago
- Accompanying code for CCAM dataset☆19Updated 11 months ago
- This repository is to identify drought, heatwave, and compound drought and heatwave events on a daily basis and across four seasons(daily…☆11Updated last month
- This repository includes source codes for the DRM and 2-layer DRM (2L-DRM) models.☆12Updated 3 years ago
- Downscaling soil moisture estimates from NASA's SMAP mission 9km product☆11Updated 6 years ago
- Python code for Mapping EvapoTranspiration at high Resolution with Internalized Calibration model☆27Updated 2 years ago
- Deep learning approaches for statistical downscaling in climate☆70Updated 2 years ago
- fill the GRACE gap using novel Transformer method☆11Updated last month
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆13Updated last year
- Jupyter notebooks for WRF-Hydro trainings☆52Updated 5 months ago
- Sentinel-3 OLCI and Sentinel-2 MSI Bayesian Neural Networks (BNNs) for oligo- and mesotrophic lakes☆17Updated 8 months ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆18Updated 2 years ago
- Optimal Multivariate-stratification Geographical Detector model☆14Updated 2 months ago
- Data for Water Resource Management☆25Updated 3 years ago