This is a radar echo extrapolation model, which can improve the accuracy of rainfall prediction.
☆10Jan 5, 2023Updated 3 years ago
Alternatives and similar repositories for GAN-argcPredNet-v2.0
Users that are interested in GAN-argcPredNet-v2.0 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆14Dec 14, 2021Updated 4 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 4 years ago
- The Radar Echo Extrapolation Model☆41Jul 6, 2021Updated 5 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 智慧水务后台管理系统☆13Sep 2, 2018Updated 8 years ago
- Python utils for atmospheric & ocean sciences. Includes tools for popular datasets such as Aeronet, models (WRF, ROMS), satellite retriev…☆12Oct 14, 2026Updated last week
- Visualize Himawari-8 satellite data☆20Nov 22, 2022Updated 3 years ago
- ☆39Jun 16, 2021Updated 5 years ago
- ☆11Nov 18, 2021Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- ☆13Jun 24, 2024Updated 2 years ago
- R wrapper for nowcast_lstm Python library. Long short-term memory neural networks for economic nowcasting.☆13May 2, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- NWPeval is a Python package designed to facilitate the evaluation and analysis of numerical weather prediction (NWP) models.☆15Sep 26, 2026Updated last month
- This work investigates the relationship between the price of crude palm oil (CPO) and chosen vegetable oil prices (such as soybean oil, c…☆11Oct 22, 2023Updated 3 years ago
- Use machine learning model for intense rainfall prediction. 基于深度学习的天气预报系统研究应用☆12Nov 7, 2020Updated 5 years ago
- 暴雨科算计算器☆17Dec 6, 2023Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆62Feb 11, 2018Updated 8 years ago
- Lowering PyTorch's Memory Consumption for Selective Differentiation☆12Aug 29, 2024Updated 2 years ago
- STF: A beginner-friendly Spatio-Temporal Forecasting framework for video prediction and radar extrapolation. Includes ConvLSTM, PredRNN, …☆18Feb 28, 2026Updated 7 months ago
- Pytorch implementation code of Rainformer☆29Jun 6, 2023Updated 3 years ago
- ☆13Dec 18, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A model for short-term precipitation forecasting based on radar data☆74Jul 4, 2024Updated 2 years ago
- ☆18Nov 3, 2024Updated last year
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 6 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 5 years ago
- A commandline script to generate kmz visualization of WRF output files.☆22Feb 20, 2014Updated 12 years ago
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Jul 8, 2016Updated 10 years ago
- Demo codes for papers "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification" and "Ghostnet …☆19Jan 22, 2024Updated 2 years ago
- Lightning flash-cell identification and nowcasting using machine learning algorithms☆16Dec 14, 2017Updated 8 years ago
- ☆26Oct 17, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 【不再维护】本仓库最初目的是为了减轻组内学生书写负担，特别是对于郑大电信学院，轻大李老师重头建立了新一版模版。这太好了，我就不需要花精力维护了，感谢机器人实验室/刘老师李老师，谢谢大家支持！☆13Mar 20, 2024Updated 2 years ago
- Code for paper "Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking"☆18May 7, 2019Updated 7 years ago
- 大学期间完成的课内实习作业☆12Aug 9, 2022Updated 4 years ago
- 提供气象诊断分析程序，包括动力, 热力, 水汽和天气特征分析等。☆17Jul 17, 2020Updated 6 years ago
- ☆21May 9, 2018Updated 8 years ago
- ☆19Mar 16, 2022Updated 4 years ago
- Code for paper "Label Noise Types and Their Effects on Learning"☆18Nov 14, 2022Updated 3 years ago