leelew / CLSTMLinks
Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology)
☆22Updated 2 years ago
Alternatives and similar repositories for CLSTM
Users that are interested in CLSTM 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"☆49Updated 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
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- Accompanying code for CCAM dataset☆24Updated last year
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last month
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆37Updated 3 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 2 years ago
- Code for implementing Extended Triple Collocation (ETC)☆12Updated 9 years ago
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- Data for Water Resource Management☆29Updated 3 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago
- Python code to compute global teleconnections from rainfall data☆34Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆94Updated last year
- A collection of implementations functions implementing variants of the triple collocation method☆11Updated 10 years ago
- Machine learning based methods for satellite precipitation downscaling☆14Updated 8 years ago
- CNN for climate forecast☆90Updated last year
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 5 years ago
- Predicting weather by machine learning.☆14Updated 5 years ago
- fill the GRACE gap using novel Transformer method☆16Updated 9 months ago
- A Python Package for Statistical Analysis of Climate☆63Updated last year
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- LSTM Data and Model for Streamflow Forecasting☆39Updated 3 months ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆62Updated 4 months ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆37Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- plot function by Longhao Wang☆34Updated last year
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 9 months ago