jerrywn121 / Arctic_SIC_predictionLinks
Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic
☆14Updated 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.☆22Updated 6 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆18Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- ☆19Updated 3 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 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.☆34Updated 5 years ago
- TianChi AIEarth Contest Solution☆79Updated 3 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆21Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆69Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 10 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 9 months ago
- Code for TRUNET model☆17Updated 2 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆63Updated 4 months ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 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
- a GAN for precipitation downscaling☆42Updated 3 years ago
- ☆32Updated last year
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆22Updated 3 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 3 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
- This is the github repository for the article: Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution☆32Updated 3 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆18Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 7 years ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated 2 weeks ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- A statistical downscaling approach using ConvLSTMs.☆27Updated 3 years ago