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"
☆89Updated 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
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆44Updated 3 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆66Updated 2 years ago
- ☆195Updated 4 months ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆14Updated 4 years ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆112Updated 3 months ago
- global automatic rapid watershed delineation☆34Updated 2 years ago
- Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)☆102Updated 7 months ago
- A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.☆74Updated 2 months ago
- GR4J rainfall runoff model implemented in Python☆37Updated 4 years ago
- EXP-HYDRO Hydrological Model☆25Updated 11 months ago
- Accompanying code for CCAM dataset☆19Updated 11 months ago
- ☆29Updated 3 years ago
- Python code for implementing the 4DEnVar Data Assimilation method and examples of use☆10Updated 9 months ago
- Statistical climate downscaling in Python☆188Updated 3 months ago
- pyet is a Python package to estimate reference and potential evaporation.☆131Updated 6 months ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆20Updated 2 years ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆30Updated this week
- Catchment Attributes and Meteorology for Large-sample Studies☆33Updated last year
- LSTM Data and Model for Streamflow Forecasting☆31Updated 2 years ago
- SuperflexPy: The flexible language of hydrological modelling☆51Updated 3 months ago
- The Common Land Model☆38Updated this week
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated 11 months ago
- CaMa-Flood_v4 development master☆79Updated last week
- Python package for accessing and downloading CMIP6 database☆125Updated last year
- Deep learning approaches for statistical downscaling in climate☆70Updated 2 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆86Updated 5 months ago
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆136Updated 9 months ago
- A collection of bias correction techniques written in Python - for climate sciences.☆63Updated this week
- python Toolbox for the Evaluation of Soil Moisture Observations☆78Updated last week
- ☆37Updated last month