andersonsam / cnn_lstm_eraLinks
Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"
☆23Updated 3 years ago
Alternatives and similar repositories for cnn_lstm_era
Users that are interested in cnn_lstm_era 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
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆33Updated 2 months ago
- LSTM Data and Model for Streamflow Forecasting☆43Updated 6 months ago
- global automatic rapid watershed delineation☆38Updated 3 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated last year
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Updated 8 months ago
- 12 baseflow separation methods with automatic parameter calibration☆34Updated 8 months ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago
- Spatial Processes in HYdrology hydrological model☆57Updated last month
- Catchment Attributes and Meteorology for Large-sample Studies☆37Updated 2 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated 2 years ago
- Hybrid Hydrological modeling using Deep Learning methods☆25Updated 10 months ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆38Updated 3 years ago
- CTSM Tutorial Materials☆37Updated 7 months ago
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆32Updated 8 months ago
- A statistical downscaling approach using ConvLSTMs.☆27Updated 4 years ago
- A package with multiple bias correction methods for climatic variables, including the QM, DQM, QDM, UQM, and SDM methods.☆53Updated last year
- Xinanjiang hydrological model for R☆19Updated 3 years ago
- GR4J rainfall runoff model implemented in Python☆42Updated 5 years ago
- Code used to identify and analyze drought clusters from gridded data.☆25Updated 3 years ago
- Python forcing engine for WRF-Hydro☆26Updated last week
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆40Updated 5 years ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆59Updated 11 months ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆39Updated 4 years ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆19Updated 3 years ago
- EXP-HYDRO Hydrological Model☆28Updated last year
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆36Updated 8 months ago
- ☆35Updated 2 years ago
- R package of the eponymous hydrological model☆29Updated last year
- ☆39Updated 2 months ago