Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)
☆68Feb 10, 2026Updated 2 weeks ago
Alternatives and similar repositories for stconvs2s
Users that are interested in stconvs2s are comparing it to the libraries listed below
Sorting:
- ☆17Jun 13, 2021Updated 4 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆44Mar 16, 2022Updated 3 years ago
- ☆19Mar 16, 2022Updated 3 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆35Apr 23, 2020Updated 5 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 5 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Jul 22, 2022Updated 3 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Jan 21, 2024Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- Deep learning models for global weather prediction on a cubed sphere☆95Oct 3, 2020Updated 5 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 2 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Jan 10, 2024Updated 2 years ago
- ☆41Oct 21, 2021Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆46Jun 24, 2025Updated 8 months ago
- pytorch implemention of trajGRU.☆593Jun 22, 2019Updated 6 years ago
- Code for TRUNET model☆17May 15, 2023Updated 2 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆47Oct 14, 2021Updated 4 years ago
- ☆37Oct 30, 2020Updated 5 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 6 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 4 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆275Updated this week
- This is a Meteorological Ingest-Processing Package (MIPP)☆20Apr 11, 2018Updated 7 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 5 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Apr 9, 2025Updated 10 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 4 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆285Mar 13, 2025Updated 11 months ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 3 years ago
- public codes for fusing CNN networks☆23Feb 6, 2020Updated 6 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Aug 16, 2024Updated last year
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆72Feb 10, 2024Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- Sample data, maps, etc.☆14Apr 9, 2024Updated last year
- ☆10Nov 18, 2021Updated 4 years ago
- ☆10Jan 4, 2026Updated last month
- Machine Learning, Data Visualisation☆15Feb 18, 2020Updated 6 years ago