reyhaneh-92 / GENESIS_NowcastLinks
This is the repo for global precipitation nowcasting using IMERG dataset.
☆14Updated last year
Alternatives and similar repositories for GENESIS_Nowcast
Users that are interested in GENESIS_Nowcast are comparing it to the libraries listed below
Sorting:
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆33Updated 7 months ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- a GAN for precipitation downscaling☆41Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆14Updated last month
- ☆19Updated 3 years ago
- Models for the EarthNet2021 challenge.☆45Updated 8 months ago
- ☆14Updated 6 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆13Updated 5 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆29Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 6 months ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Code for working with the SEVIR weather dataset☆32Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 6 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 5 months ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- A Python package for Earth forecasting transformer☆86Updated 10 months ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆16Updated last year
- ☆11Updated 2 years ago
- ☆14Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆28Updated 10 months ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆17Updated 4 years ago
- ☆18Updated 2 years ago
- API to download, query, filter and plot HIMAWARI AHI satellite data☆15Updated 2 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆11Updated 8 months ago
- ☆17Updated last year
- Source code for "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al. (2023)☆11Updated last month
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆49Updated 11 months ago
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆21Updated last year
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆40Updated last month