kratzert / ealstm_regional_modelingLinks
Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"
☆98Updated 5 years ago
Alternatives and similar repositories for ealstm_regional_modeling
Users that are interested in ealstm_regional_modeling are comparing it to the libraries listed below
Sorting:
- Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)☆106Updated last year
- ☆212Updated 10 months ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆48Updated 4 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 2 years ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆121Updated 9 months ago
- EXP-HYDRO Hydrological Model☆26Updated last year
- ☆15Updated 5 years ago
- A global community dataset for large-sample hydrology☆218Updated 3 weeks ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- Accompanying code for CCAM dataset☆24Updated last year
- GR4J rainfall runoff model implemented in Python☆40Updated 5 years ago
- A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.☆86Updated 3 weeks ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆35Updated 3 months ago
- global automatic rapid watershed delineation☆34Updated 3 years ago
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆141Updated last month
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆93Updated 11 months ago
- The Common Land Model☆44Updated this week
- Python code for implementing the 4DEnVar Data Assimilation method and examples of use☆12Updated 2 months ago
- LSTM Data and Model for Streamflow Forecasting☆36Updated last month
- CaMa-Flood_v4 development master☆85Updated 3 weeks ago
- 12 baseflow separation methods with automatic parameter calibration☆32Updated 3 months ago
- ☆31Updated 4 years ago
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 3 years ago
- Tools for use in comparison studies, specifically for use in the field of hydrology☆49Updated 4 years ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated 3 months ago
- Deep learning approaches for statistical downscaling in climate☆72Updated 3 years ago
- ☆13Updated 2 years ago
- ☆39Updated 3 months ago
- post-processing experiments with neural networks☆62Updated 3 years ago