Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
☆45Mar 16, 2022Updated 4 years ago
Alternatives and similar repositories for TI_Prediction
Users that are interested in TI_Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆20Jul 11, 2023Updated 2 years ago
- Code repository for the paper "A Comparative Study of Convolutional Neural Network Models for Wind Field Downscaling" by Kevin Höhlein, M…☆16Sep 9, 2020Updated 5 years ago
- Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》☆30May 25, 2025Updated 10 months ago
- ☆12Dec 19, 2023Updated 2 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Sep 20, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Codes for kddcup2022☆18Aug 5, 2022Updated 3 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Feb 10, 2026Updated last month
- A Baseline of Typhoon Prediction☆50Dec 15, 2023Updated 2 years ago
- Python code to read the netcdf formatted tropical cyclone tracks generated from HighResMIP simulations☆15Jan 12, 2021Updated 5 years ago
- ☆19Jun 15, 2023Updated 2 years ago
- ☆21Dec 2, 2024Updated last year
- 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
- public codes for fusing CNN networks☆23Feb 6, 2020Updated 6 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆31Jun 4, 2024Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 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
- Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.☆13Apr 7, 2022Updated 3 years ago
- KDD 2022☆10Nov 21, 2024Updated last year
- Based on the GFDL vortex tracking algorithm to locate tropical cyclone. No need to covert wrf output to grib.☆16Apr 2, 2017Updated 8 years ago
- Open Source Weather Radar Software Course☆26Apr 15, 2024Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Aug 21, 2022Updated 3 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆13Apr 7, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Implementation of the work presented in the AAAI 2019 paper: "Predicting Hurricane Trajectories Using a Recurrent Neural Network"☆23Jan 4, 2022Updated 4 years ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆33Nov 30, 2023Updated 2 years ago
- A convolutional neural network that estimates the wind speed of a hurricane based on its satellite image☆32Mar 15, 2022Updated 4 years ago
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 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
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Nov 21, 2021Updated 4 years ago
- Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected …☆19Aug 9, 2022Updated 3 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆35Jan 23, 2023Updated 3 years ago
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆66Feb 25, 2023Updated 3 years ago
- Deep Semi-Supervised Object Detection for Extreme Weather Events☆59Jul 7, 2017Updated 8 years ago
- ☆17Jun 13, 2021Updated 4 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year