gsarm78 / cs230ProjectLinks
Precipitation Nowcasting using DL - CS230 Deep Learning course group project
☆22Updated 5 years ago
Alternatives and similar repositories for cs230Project
Users that are interested in cs230Project are comparing it to the libraries listed below
Sorting:
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- ☆40Updated 4 years ago
- ☆19Updated 3 years ago
- Typhoon Prediction☆13Updated 5 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆13Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆88Updated 5 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Updated 4 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆17Updated 4 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 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
- Code release to showcase potential usages of TAASRAD19 Dataset☆46Updated 4 years ago
- 读取FY4A的所有产品☆35Updated 3 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated 11 months ago
- A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.☆22Updated 4 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Updated 5 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆46Updated 5 months ago
- Visualize Himawari-8 satellite data☆18Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24Updated 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.☆35Updated 5 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆70Updated last year
- Python code to assist in familiarizing meteorologists with machine learning☆34Updated 11 months ago