kratzert / pangeo_lstm_exampleLinks
Example notebook, showing how to use LSTMs for rainfall-runoff modeling
☆71Updated 2 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"☆48Updated 4 years ago
- LSTM Data and Model for Streamflow Forecasting☆36Updated last month
- global automatic rapid watershed delineation☆34Updated 3 years ago
- EXP-HYDRO Hydrological Model☆26Updated last year
- Globally Applicable Framework for Integrated Hydrological-Hydrodynamic Modelling (GLOFRIM)☆52Updated 2 years ago
- Spatial Processes in HYdrology hydrological model☆52Updated 5 months ago
- Jupyter notebooks for WRF-Hydro trainings☆54Updated 2 months ago
- ☆39Updated 3 months ago
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆39Updated 5 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆98Updated 5 years ago
- Tools for use in comparison studies, specifically for use in the field of hydrology☆49Updated 4 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆21Updated 2 years ago
- GR4J rainfall runoff model implemented in Python☆40Updated 5 years ago
- SuperflexPy: The flexible language of hydrological modelling☆56Updated last month
- CaMa-Flood_v4 development master☆85Updated 3 weeks ago
- Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospher…☆72Updated last year
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated 3 months ago
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆31Updated 3 months ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 7 months ago
- A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.☆86Updated 3 weeks ago
- heavy rain as a function of the duration and the return period acc. to DWA-A 531 (2012) This program reads the measurement data of t…☆47Updated last week
- Goodness of Fit metrics for use in comparison studies, specifically in the field of hydrology.☆49Updated 2 years ago
- Reach-based river routing model☆48Updated 2 weeks ago
- CWATM represents one of the new key elements of IIASA’s Water program to assess water supply, water demand and environmental needs at glo…☆4Updated 4 years ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆35Updated 3 months ago
- MELODIST is an open-source toolbox written in Python for disaggregating daily meteorological time series to hourly time steps. It is lice…☆38Updated 10 months ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆121Updated 9 months ago
- Python forcing engine for WRF-Hydro☆25Updated 2 months ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆54Updated 6 months ago
- HydroMT: Automated and reproducible model building and analysis☆95Updated this week