andersonsam / cnn_lstm_eraLinks
Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"
☆21Updated 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"☆49Updated 4 years ago
- LSTM Data and Model for Streamflow Forecasting☆40Updated 4 months ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Updated 6 months ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆33Updated last week
- global automatic rapid watershed delineation☆36Updated 3 years ago
- Hybrid Hydrological modeling using Deep Learning methods☆23Updated 8 months ago
- 12 baseflow separation methods with automatic parameter calibration☆33Updated 6 months ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 10 months ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆37Updated 4 years ago
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆32Updated 5 months ago
- Quantification of global drought recovery probability based on Vine Copula☆16Updated last year
- A statistical downscaling approach using ConvLSTMs.☆27Updated 3 years ago
- Spatial Processes in HYdrology hydrological model☆55Updated last month
- Python code for evaluating geophysical models using conventional and triple collocation methods☆22Updated 2 months ago
- run theory to characterize drought indices☆22Updated 4 years ago
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆39Updated 5 years ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆19Updated 3 years ago
- Utrecht atmospheric moisture tracking model☆30Updated 4 years ago
- Catchment Attributes and Meteorology for Large-sample Studies☆35Updated 2 years ago
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 3 years ago
- Tools for separating hydrograph in baseflow and peak flow, and extreme value analyses☆27Updated 5 years ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆36Updated 6 months ago
- ☆39Updated last week
- ☆16Updated last year
- A package with multiple bias correction methods for climatic variables, including the QM, DQM, QDM, UQM, and SDM methods.☆50Updated last year
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆20Updated 7 months ago
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 5 years ago
- GR4J rainfall runoff model implemented in Python☆40Updated 5 years ago
- ☆14Updated last week