oreopie / physics-aware-dlLinks
Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
☆15Updated 4 years ago
Alternatives and similar repositories for physics-aware-dl
Users that are interested in physics-aware-dl are comparing it to the libraries listed below
Sorting:
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆98Updated 5 years ago
- 12 baseflow separation methods with automatic parameter calibration☆33Updated 6 months ago
- Python code to compute global teleconnections from rainfall data☆34Updated last year
- EXP-HYDRO Hydrological Model☆27Updated last year
- SuperflexPy: The flexible language of hydrological modelling☆58Updated 4 months ago
- Code for implementing Extended Triple Collocation (ETC)☆12Updated 9 years ago
- Accompanying code for CCAM dataset☆25Updated last year
- The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …☆19Updated 4 years ago
- global automatic rapid watershed delineation☆36Updated 3 years ago
- VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model☆32Updated 2 years ago
- GR4J rainfall runoff model implemented in Python☆40Updated 5 years ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆36Updated 5 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- LSTM Data and Model for Streamflow Forecasting☆39Updated 4 months ago
- Python code for evaluating geophysical models using conventional and triple collocation methods☆22Updated 2 months ago
- Tools for use in comparison studies, specifically for use in the field of hydrology☆49Updated 5 years ago
- A collection of implementations functions implementing variants of the triple collocation method☆11Updated 10 years ago
- VIC-Res: Representation of water reservoir storage and operations in the Variable Infiltration Capacity (VIC) model☆23Updated last week
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆56Updated 6 months ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆49Updated 4 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆52Updated 5 months ago
- A Python Package for Statistical Analysis of Climate☆63Updated last year
- Deep learning approaches for statistical downscaling in climate☆71Updated 3 years ago
- Jupyter notebooks for WRF-Hydro trainings☆54Updated 4 months ago
- Training materials for the VIC hydrologic model setup developed for the @SERVIR program☆39Updated 5 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 10 months ago
- post-processing experiments with neural networks☆63Updated 3 years ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆33Updated last week
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆37Updated 3 years ago
- Python package to setup and run hydrologic models using data from Earth Engine☆19Updated 4 years ago