federhub / ST_DeepLearningLinks
Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"
☆33Updated 4 years ago
Alternatives and similar repositories for ST_DeepLearning
Users that are interested in ST_DeepLearning are comparing it to the libraries listed below
Sorting:
- LSTM Data and Model for Streamflow Forecasting☆43Updated 8 months ago
- Python implementation of the HBV Hydrological Model☆25Updated 6 years ago
- Python code to compute global teleconnections from rainfall data☆36Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆51Updated 5 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆103Updated 5 years ago
- ☆228Updated last year
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 5 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated last year
- SuperflexPy: The flexible language of hydrological modelling☆60Updated 7 months ago
- Community Water Model (CWatM) is a hydrological model simulating the water cycle daily at global and local levels, historically and into …☆89Updated this week
- EXP-HYDRO Hydrological Model☆28Updated last year
- 12 baseflow separation methods with automatic parameter calibration☆34Updated 10 months ago
- Toolbox for Streamflow Signatures in Hydrology (TOSSH)☆33Updated 4 months ago
- Environmental Spatial Data Analysis☆64Updated 2 months ago
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 5 years ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆125Updated last year
- Accompanying code for CCAM dataset☆25Updated last year
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆38Updated 9 months ago
- Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospher…☆86Updated 2 years ago
- ☆18Updated 3 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated 2 years ago
- Bias Correction for Satellite Precipitation Observations☆13Updated 7 years ago
- GR4J rainfall runoff model implemented in Python☆42Updated 6 years ago
- global automatic rapid watershed delineation☆38Updated 3 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago
- ☆17Updated 5 years ago
- Python library to create hydrological models for rainfall-runoff prediction using deep learning methods☆27Updated this week
- Multi-Site and -Objective calibration method for SWAT model☆45Updated 4 years ago
- Deep learning approaches for statistical downscaling in climate☆74Updated 3 years ago
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆151Updated 8 months ago