jerrywn121 / Arctic_SIC_predictionLinks
Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic
☆18Updated 4 years ago
Alternatives and similar repositories for Arctic_SIC_prediction
Users that are interested in Arctic_SIC_prediction are comparing it to the libraries listed below
Sorting:
- ConvLSTM for short-term precipitation forecasting.☆23Updated 6 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.☆35Updated 5 years ago
- ☆19Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆12Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆39Updated 3 years ago
- This is the github repository for the article: Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution☆36Updated 3 years ago
- 读取FY4A的所有产品☆35Updated 3 years ago
- Code for TRUNET model☆17Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆44Updated 3 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago
- ☆21Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Updated 6 years ago
- ☆32Updated 2 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆70Updated 8 months ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated 2 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆19Updated 4 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆17Updated 5 months ago
- Optimal Multivariate-stratification Geographical Detector model☆18Updated last year
- ☆31Updated 2 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated last year
- Typhoon Prediction☆13Updated 6 years ago