petrosDemetrakopoulos / LSTM-radar-precipitation-forecastView external linksLinks
A model for short-term precipitation forecasting based on radar data
☆71Jul 4, 2024Updated last year
Alternatives and similar repositories for LSTM-radar-precipitation-forecast
Users that are interested in LSTM-radar-precipitation-forecast are comparing it to the libraries listed below
Sorting:
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Nov 21, 2021Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆21Dec 15, 2023Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 2 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆19Oct 8, 2024Updated last year
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- ☆10Jul 15, 2024Updated last year
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, merid…☆10Jul 4, 2023Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆20Jul 13, 2024Updated last year
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated 10 months ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆34Dec 31, 2024Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated 3 weeks ago
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆35Jan 23, 2026Updated 3 weeks ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Jan 10, 2024Updated 2 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Aug 20, 2024Updated last year
- ☆37Sep 12, 2025Updated 5 months ago
- ☆22May 9, 2024Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆18Jan 19, 2026Updated 3 weeks ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 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
- metradar由国家气象中心雷达应用团队开发，主要面向一线气象工作者，提供简单易用的python接口，用于读取、处理和可视化中国天气雷达数据，并利用国际成熟的雷达工具包如pyart、wradlib、pydda、pysteps构建了质量控制、降水反演、风场反演、临近预报等工…☆29Feb 4, 2026Updated 2 weeks ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆196Nov 3, 2017Updated 8 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- iAETA(基于大数据与AI的地震临震预测) /todo☆13Jun 3, 2024Updated last year
- The Python Package in The Ground-based Remote Sensing Data Operation☆11Dec 21, 2025Updated last month
- Calculating future changes in Arctic phytoplankton using the emergent constraint method☆15Mar 15, 2023Updated 2 years ago
- Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.☆24Jun 1, 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 list of Precipitation Nowcasting papers and related resources.☆177Dec 16, 2024Updated last year
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆26Mar 27, 2022Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 5 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆12Dec 14, 2021Updated 4 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- Jupyter Notebooks demonstrating basic wrf-python usage.☆15Nov 7, 2021Updated 4 years ago