Kunqian123 / DeepFloodPrediction
☆15Updated 5 years ago
Alternatives and similar repositories for DeepFloodPrediction:
Users that are interested in DeepFloodPrediction are comparing it to the libraries listed below
- Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"☆41Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆45Updated 4 years ago
- LSTM Data and Model for Streamflow Forecasting☆34Updated 3 years ago
- Accompanying code for CCAM dataset☆22Updated last year
- Interpretive deep learning for identifying flooding mechanisms☆19Updated 9 months ago
- ☆29Updated 4 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆93Updated 4 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆32Updated 4 years ago
- EXP-HYDRO Hydrological Model☆26Updated last year
- Datasets downloader and reader for Hydrologic Modeling☆26Updated 3 months ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆83Updated 2 months ago
- ☆24Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆35Updated 2 years ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆68Updated 3 years ago
- SuperflexPy: The flexible language of hydrological modelling☆53Updated 6 months ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- This hydrodynamic SWMM model is developed by Congcong Sun (Institut de Robòtica i Informàtica Industrial (CSIC-UPC) under the supervise o…☆14Updated 5 years ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆50Updated 8 months ago
- fill the GRACE gap using novel Transformer method☆13Updated 4 months ago
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 5 years ago
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆39Updated 5 months ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆20Updated 2 years ago
- ☆14Updated 3 months ago
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆20Updated last month
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- Diffusion for climate downscaling☆56Updated 9 months ago