kratzert / lstm_for_pubLinks
Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
☆48Updated 4 years ago
Alternatives and similar repositories for lstm_for_pub
Users that are interested in lstm_for_pub are comparing it to the libraries listed below
Sorting:
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆21Updated 2 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 2 years ago
- LSTM Data and Model for Streamflow Forecasting☆37Updated last month
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆37Updated 4 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆98Updated 5 years ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated 3 months ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 7 months ago
- GR4J rainfall runoff model implemented in Python☆40Updated 5 years ago
- 12 baseflow separation methods with automatic parameter calibration☆32Updated 4 months ago
- Catchment Attributes and Meteorology for Large-sample Studies☆34Updated 2 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- global automatic rapid watershed delineation☆34Updated 3 years ago
- SuperflexPy: The flexible language of hydrological modelling☆56Updated last month
- Spatial Processes in HYdrology hydrological model☆52Updated 5 months ago
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆20Updated 4 months ago
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 5 years ago
- Accompanying code for CCAM dataset☆24Updated last year
- Python implementation of the HBV Hydrological Model☆21Updated 5 years ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆35Updated 3 months ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model☆32Updated last year
- EXP-HYDRO Hydrological Model☆26Updated last year
- Hybrid Hydrological modeling using Deep Learning methods☆22Updated 6 months ago
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆31Updated 3 months ago
- Xinanjiang hydrological model for R☆18Updated 3 years ago
- Data and code for exericses in the University of Calgary's graduate course in Advanced Hydrological Modelling.☆14Updated last year
- ☆15Updated 5 years ago
- Multi-Site and -Objective calibration method for SWAT model☆42Updated 4 years ago
- ☆14Updated 5 months ago
- Separation of Flood Event and Event Precipitation☆13Updated last year