kratzert / ealstm_regional_modeling
Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"
☆93Updated 4 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
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 2 years ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆45Updated 4 years ago
- ☆204Updated 7 months ago
- Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)☆105Updated 10 months ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆118Updated 6 months ago
- GR4J rainfall runoff model implemented in Python☆38Updated 5 years ago
- A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.☆81Updated last week
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- global automatic rapid watershed delineation☆34Updated 3 years ago
- ☆29Updated 4 years ago
- Accompanying code for CCAM dataset☆22Updated last year
- LSTM Data and Model for Streamflow Forecasting☆34Updated 3 years ago
- EXP-HYDRO Hydrological Model☆26Updated last year
- pyet is a Python package to estimate reference and potential evaporation.☆138Updated 9 months ago
- ☆38Updated last week
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆38Updated 5 years ago
- ☆13Updated 2 years ago
- SuperflexPy: The flexible language of hydrological modelling☆53Updated 6 months ago
- Python workflows for data-rich, hyper-resolution simulations of hydrologic models on watersheds.☆70Updated last week
- CaMa-Flood_v4 development master☆82Updated last week
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated last month
- Tools for use in comparison studies, specifically for use in the field of hydrology☆46Updated 4 years ago
- The Common Land Model☆40Updated this week
- VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model☆32Updated last year
- Routing Application for Parallel computatIon of Discharge (RAPID)☆89Updated 10 months ago
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆138Updated last year
- ☆15Updated 4 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆21Updated 2 years ago
- A global community dataset for large-sample hydrology☆203Updated last week