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"☆51Updated 4 years ago
- LSTM Data and Model for Streamflow Forecasting☆43Updated 6 months ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆33Updated 2 months 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 9 months ago
- 12 baseflow separation methods with automatic parameter calibration☆34Updated 9 months ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated 2 years ago
- Code used to identify and analyze drought clusters from gridded data.☆25Updated 3 years ago
- A package with multiple bias correction methods for climatic variables, including the QM, DQM, QDM, UQM, and SDM methods.☆53Updated last year
- Spatial Processes in HYdrology hydrological model☆58Updated last month
- Hybrid Hydrological modeling using Deep Learning methods☆25Updated 11 months ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆19Updated 3 years ago
- global automatic rapid watershed delineation☆38Updated 3 years ago
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆40Updated 5 years ago
- Catchment Attributes and Meteorology for Large-sample Studies☆37Updated 2 years ago
- ☆26Updated last year
- Xinanjiang hydrological model for R☆19Updated 3 years ago
- A collection of bias correction techniques written in Python - for climate sciences.☆76Updated last month
- A statistical downscaling approach using ConvLSTMs.☆27Updated 4 years ago
- R package of the eponymous hydrological model☆29Updated last year
- Python code for evaluating geophysical models using conventional and triple collocation methods☆22Updated last month
- Implementation of the HYMOD rainfall-runoff model in Python and Julia☆26Updated 5 years ago
- Python package to setup and run hydrologic models using data from Earth Engine☆20Updated 4 years ago
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆32Updated 8 months ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆39Updated 4 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
- Utrecht atmospheric moisture tracking model☆34Updated 4 years ago
- TROVA: TRansport Of water VApor☆12Updated 8 months ago
- ☆14Updated 2 months ago