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"
☆88Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for ealstm_regional_modeling
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆41Updated 3 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆65Updated 2 years ago
- ☆186Updated 2 months ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆110Updated last month
- Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)☆98Updated 5 months ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆14Updated 4 years ago
- A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.☆71Updated last week
- global automatic rapid watershed delineation☆31Updated 2 years ago
- Accompanying code for CCAM dataset☆17Updated 9 months ago
- GR4J rainfall runoff model implemented in Python☆37Updated 4 years ago
- ☆27Updated 3 years ago
- pyet is a Python package to estimate reference and potential evaporation.☆130Updated 4 months ago
- EXP-HYDRO Hydrological Model☆24Updated 9 months ago
- Code for implementing Extended Triple Collocation (ETC)☆10Updated 8 years ago
- VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model☆31Updated last year
- CaMa-Flood_v4 development master☆77Updated last month
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated 9 months ago
- ☆37Updated this week
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆19Updated 2 years ago
- ☆14Updated 4 years ago
- The repository is for the script used in the paper "The evaluation of meteorological drought in CMIP5 model simulations" (2016)☆10Updated 8 years ago
- Python code for implementing the 4DEnVar Data Assimilation method and examples of use☆9Updated 7 months ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆28Updated 7 months ago
- PCR-GLOBWB (PCRaster Global Water Balance) is a large-scale hydrological model intended for global to regional studies and developed at t…☆118Updated this week
- Deep learning approaches for statistical downscaling in climate☆69Updated 2 years ago
- Catchment Attributes and Meteorology for Large-sample Studies☆33Updated last year
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆36Updated 4 years ago
- ☆111Updated 3 years ago
- SuperflexPy: The flexible language of hydrological modelling☆51Updated last month
- Lisflood OS - LISFLOOD☆122Updated this week