kratzert / pangeo_lstm_exampleLinks
Example notebook, showing how to use LSTMs for rainfall-runoff modeling
☆71Updated 3 years ago
Alternatives and similar repositories for pangeo_lstm_example
Users that are interested in pangeo_lstm_example are comparing it to the libraries listed below
Sorting:
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆50Updated 4 years ago
- global automatic rapid watershed delineation☆37Updated 3 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆100Updated 5 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆22Updated 3 years ago
- LSTM Data and Model for Streamflow Forecasting☆41Updated 5 months ago
- ☆39Updated last month
- GR4J rainfall runoff model implemented in Python☆41Updated 5 years ago
- EXP-HYDRO Hydrological Model☆28Updated last year
- Spatial Processes in HYdrology hydrological model☆57Updated this week
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆33Updated last month
- Rainfall-Runoff modelling playground☆82Updated 4 months ago
- SuperflexPy: The flexible language of hydrological modelling☆59Updated 5 months ago
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆40Updated 5 years ago
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆32Updated 7 months ago
- Functions and Python scripts to ingest ERA5 data into Google Earth Engine☆89Updated 4 years ago
- Jupyter notebooks for WRF-Hydro trainings☆55Updated 6 months ago
- CaMa-Flood_v4 development master☆90Updated this week
- Tools for use in comparison studies, specifically for use in the field of hydrology☆50Updated 5 years ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆39Updated 4 years ago
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆146Updated 5 months ago
- Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospher…☆82Updated last year
- Globally Applicable Framework for Integrated Hydrological-Hydrodynamic Modelling (GLOFRIM)☆55Updated 2 years ago
- python Toolbox for the Evaluation of Soil Moisture Observations☆86Updated 2 months ago
- Routing Application for Parallel computatIon of Discharge (RAPID)☆92Updated last year
- A Python package for calculating and visualizing drought indices such as the SPI, SPEI and SGI.☆98Updated 2 months ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆56Updated 10 months ago
- MELODIST is an open-source toolbox written in Python for disaggregating daily meteorological time series to hourly time steps. It is lice…☆39Updated last year
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆124Updated last year
- WPS services related to hydrological modeling☆39Updated this week
- Delineating watershed basins and computing attribute statistics using Google Earth Engine☆35Updated last month