kratzert / lstm_for_pub
Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
☆44Updated 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
- LSTM Data and Model for Streamflow Forecasting☆32Updated 3 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆14Updated 4 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆90Updated 4 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆20Updated 2 years ago
- SuperflexPy: The flexible language of hydrological modelling☆52Updated 4 months ago
- global automatic rapid watershed delineation☆34Updated 2 years ago
- EXP-HYDRO Hydrological Model☆26Updated last year
- Datasets downloader and reader for Hydrologic Modeling☆22Updated last month
- Interpretive deep learning for identifying flooding mechanisms☆17Updated 7 months ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated 2 months ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆31Updated 3 weeks ago
- GR4J rainfall runoff model implemented in Python☆38Updated 5 years ago
- Catchment Attributes and Meteorology for Large-sample Studies☆33Updated last year
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆67Updated 2 years ago
- ☆29Updated 3 years ago
- Accompanying code for CCAM dataset☆19Updated last year
- Python implementation of the HBV Hydrological Model☆19Updated 5 years ago
- Hybrid Hydrological modeling using Deep Learning methods☆22Updated last month
- ☆15Updated 4 years ago
- Tools for use in comparison studies, specifically for use in the field of hydrology☆46Updated 4 years ago
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆20Updated last month
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆31Updated this week
- 12 baseflow separation methods with automatic parameter calibration☆23Updated 5 months ago
- Data for Water Resource Management☆26Updated 3 years ago
- Spatial Processes in HYdrology hydrological model☆49Updated 2 weeks ago
- run theory to characterize drought indices☆18Updated 3 years ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆114Updated 4 months ago
- VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model☆32Updated last year
- A package with multiple bias correction methods for climatic variables, including the QM, DQM, QDM, UQM, and SDM methods.☆41Updated 6 months ago
- Xinanjiang hydrological model for R☆16Updated 3 years ago