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
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆19Updated 3 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆12Updated 3 months ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆16Updated 3 years ago
- reconstruct the IPCC AR6 figure☆12Updated 4 months ago
- fill the GRACE gap using novel Transformer method☆13Updated 3 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- Bias Correction Tool for GPM precipitation data☆10Updated 2 years ago
- This repository is to identify drought, heatwave, and compound drought and heatwave events on a daily basis and across four seasons(daily…☆14Updated 3 months ago
- Pipeline for statistical downscaling of earth system model output☆12Updated 5 years ago
- ☆12Updated 2 years ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发（PET）☆15Updated 4 years ago
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆13Updated 3 years 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…☆16Updated 3 months ago
- SMAP soil moisture downscaling☆12Updated last year
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated 4 months ago
- ☆10Updated 3 years ago
- Optimal Multivariate-stratification Geographical Detector model☆16Updated 4 months ago
- A line of code to analyze climate☆38Updated 2 weeks ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 2 years ago
- ☆22Updated 4 years ago
- Code used to identify and analyze drought clusters from gridded data.☆24Updated 2 years ago
- Python code for evaluating geophysical models using conventional and triple collocation methods☆20Updated 5 months ago
- jasa-acs / Toward-Optimal-Fingerprinting-in-Detection-and-Attribution-of-Changes-in-Climate-ExtremesToward Optimal Fingerprinting in Detection and Attribution of Changes in Climate Extremes, by Zhuo Wang, Yujing Jiang, Hui Wan, Jun Yan, …☆12Updated 4 years ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆49Updated 2 months ago
- ☆15Updated 4 years ago
- This repository includes source codes for the DRM and 2-layer DRM (2L-DRM) models.☆12Updated 3 years ago
- The application of Python in atmospheric and oceanic science / Python 在大气海洋中的应用☆16Updated 3 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- ☆31Updated 2 years ago