DL-WG / gcn-lstm-wildfireLinks
☆18Updated last year
Alternatives and similar repositories for gcn-lstm-wildfire
Users that are interested in gcn-lstm-wildfire are comparing it to the libraries listed below
Sorting:
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆12Updated last year
- ☆44Updated last year
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Updated 2 years ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆34Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆64Updated 5 months ago
- ☆29Updated last year
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- ☆45Updated 2 months ago
- ☆13Updated 2 years ago
- ☆10Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 11 months ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated 2 months ago
- PCMCI version 4.1☆14Updated 4 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 3 years ago
- ☆20Updated 3 months ago
- A model for short-term precipitation forecasting based on radar data☆70Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆12Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- ☆29Updated last year
- ☆32Updated last month
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated last week
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated this week
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated 3 weeks ago