Alternatives and similar repositories for 3D-storm-nowcasting

Users that are interested in 3D-storm-nowcasting are comparing it to the libraries listed below

• LukaDoncic0 / GAN-argcPredNet

  View on GitHub
  GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units
  ☆12Dec 14, 2021Updated 4 years ago
• growvv / STFormer

  View on GitHub
  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
• vlouf / dealias

  View on GitHub
  Radar Doppler velocity dealiasing technique using 3D continuity.
  ☆33Dec 15, 2025Updated 2 months ago
• caiyunapp / cyeva

  View on GitHub
  一个通用的确定性预报准确率测评工具包
  ☆32Feb 1, 2026Updated 2 weeks ago
• xzwbsz / DGFormer

  View on GitHub
  The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
  ☆13Mar 25, 2024Updated last year
• MeteoSwiss / c4dl-multi

  View on GitHub
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Feb 21, 2023Updated 2 years ago
• tcapelle / moving_mnist

  View on GitHub
  Exploring Moving Mnist dataset with forecasting algorithms
  ☆31Apr 12, 2023Updated 2 years ago
• Ziyeeee / STC-GS

  View on GitHub
  High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
  ☆51Mar 25, 2025Updated 10 months ago
• luochuyao / IDA_LSTM

  View on GitHub
  The Radar Echo Extrapolation Model
  ☆40Jul 6, 2021Updated 4 years ago
• NMC-DAVE / dk_tutorials_2021

  View on GitHub
  2021年统计后处理培训教程.
  ☆18Jun 16, 2021Updated 4 years ago
• x7zhong / TransfomerDownscaling

  View on GitHub
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆24May 12, 2023Updated 2 years ago
• nisyad / ConvLSTM-precipitation

  View on GitHub
  ConvLSTM for short-term precipitation forecasting.
  ☆23Apr 17, 2019Updated 6 years ago
• OpenEarthLab / FengWu-4DVar

  View on GitHub
  Integrating Large Weather Models with Data Assimilation
  ☆22Jun 2, 2024Updated last year
• jerrywn121 / TianChi_AIEarth

  View on GitHub
  TianChi AIEarth Contest Solution
  ☆79Oct 25, 2021Updated 4 years ago
• bugsuse / radar_nowcasting

  View on GitHub
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆55Nov 21, 2021Updated 4 years ago
• dongli / IAP-CGFD

  View on GitHub
  这里存放的是大气物理研究所王斌课题组在中国科学院大学开设的地球流体力学研究生课程的相关文件。
  ☆24Mar 19, 2017Updated 8 years ago
• DeminYu98 / DiffCast

  View on GitHub
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆116Sep 18, 2025Updated 4 months ago
• luochuyao / PFST-LSTM

  View on GitHub
  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
• thunderhoser / ml4convection

  View on GitHub
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆27Jun 7, 2023Updated 2 years ago
• ai2es / WAF_ML_Tutorial_Part2

  View on GitHub
  Python code to assist in familiarizing meteorologists with machine learning
  ☆34Dec 31, 2024Updated last year
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast

  View on GitHub
  A model for short-term precipitation forecasting based on radar data
  ☆71Jul 4, 2024Updated last year
• kadlecpt / VFTool_0.1

  View on GitHub
  Vector Fitting Tool in MATLAB
  ☆11Jun 28, 2019Updated 6 years ago
• zxdawn / FY-4

  View on GitHub
  Codes related to FengYun-4 (FY-4) data
  ☆37Mar 23, 2020Updated 5 years ago
• aiwei169 / FY4A

  View on GitHub
  读取FY4A的所有产品
  ☆35Feb 25, 2022Updated 3 years ago
• danielway / nexrad-volumetric-renderer

  View on GitHub
  Project exploring 3D volumetric rendering of NEXRAD radar data.
  ☆11Oct 23, 2023Updated 2 years ago
• PyAOS / aoslib

  View on GitHub
  A collection of standard atmospheric and oceanic sciences routines.
  ☆47Jul 14, 2016Updated 9 years ago
• CyanideCN / QXmath

  View on GitHub
  《用C语言开发的气象常用参数和物理量计算函数库》原文代码以及Python封装
  ☆34Feb 8, 2020Updated 6 years ago
• nuoqin / tools

  View on GitHub
  本工具主要用于windows环境，帮助开发人员和 IT 人员的工具。
  ☆11Apr 30, 2025Updated 9 months ago
• destination-earth / DestinE-DataLake-Lab

  View on GitHub
  Examples on how to make use of DestinE Data Lake services
  ☆14Updated this week
• NilavPatel / ERP-Sample

  View on GitHub
  ERP system with .Net Core, MediatR, Commands, Aggregate Pattern, DDD
  ☆12Oct 4, 2022Updated 3 years ago
• GPM-GV / GVradar

  View on GitHub
  Global Precipitation Measurement (GPM) Ground Validation (GV) radar processing software (GVradar).
  ☆10Jan 23, 2026Updated 3 weeks ago
• vinitredhu / Obstacle-avoidance-in-3D-space

  View on GitHub
  The potential field method has been studied extensively for autonomous mobile robot path planning in the past decade. The basic concept o…
  ☆10Jul 23, 2022Updated 3 years ago
• nmcdev / metradar

  View on GitHub
  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 last week
• lastproxy / Basic_PredRNN_Seq2seq

  View on GitHub
  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.
  ☆35Apr 23, 2020Updated 5 years ago
• spcl / DiffDA

  View on GitHub
  ☆40Jun 29, 2025Updated 7 months ago
• CSU-Radarmet / CSU_RadarTools

  View on GitHub
  A module of independent functions to do precipitation retrievals from polarimetric radar data
  ☆99Feb 14, 2025Updated last year
• nansencenter / NEDAS

  View on GitHub
  NERSC Ensemble Data Assimilation System
  ☆14Jan 27, 2026Updated 2 weeks ago
• openclimatefix / skillful_nowcasting

  View on GitHub
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆275Updated this week
• MuhammadNaveedulzafar / Kalman-filter

  View on GitHub
  Kalman filter for GPS data using Pykalman
  ☆10Dec 15, 2020Updated 5 years ago