bugsuse / radar_nowcasting

Related projects ⓘ

Alternatives and complementary repositories for radar_nowcasting

• OUC-LeiHan / AAS-CUnet
  ☆23Updated 2 years ago
• bugsuse / meteoai
  The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
  ☆153Updated 4 years ago
• bugsuse / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆34Updated 4 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆30Updated 3 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆38Updated 3 years ago
• VincentBouget / rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
  Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
  ☆45Updated 2 years ago
• nmcdev / nmc_met_base
  提供一些关于气象应用开发的基础功能函数，包括数组处理、数学函数、物理常数、时间处理、客观分析等模块。
  ☆50Updated last year
• NMC-DAVE / dk_tutorials_2021
  2021年统计后处理培训教程.
  ☆17Updated 3 years ago
• luochuyao / PFST-LSTM
  This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …
  ☆25Updated 3 years ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆81Updated 4 years ago
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆185Updated 5 years ago
• Mo-Dabao / BiteFengyun
  ☆41Updated 3 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆41Updated 3 years ago
• CyanideCN / micaps_mdfs
  Decode micaps mdfs data
  ☆34Updated 2 years ago
• nmcdev / nmc_met_diagnostic
  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。
  ☆17Updated 4 years ago
• zxdawn / weather_data
  Scripts of downloading weather data: satellite and reanalysis data
  ☆18Updated last year
• GMfatcat / ConvLSTM-CNN-for-tropical-cyclone
  Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
  ☆31Updated 2 years ago
• jesusgf96 / Broad-UNet
  ☆19Updated 2 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆34Updated 3 years ago
• Clarmy / pangu-weather-verify
  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
  ☆62Updated 8 months ago
• christoskaparakis / WF-UNet
  ☆12Updated last year
• edwardlikaiyuan / QiPy
  OLDLee的Python气象应用私教课
  ☆62Updated 3 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆31Updated last year
• yungyun0721 / AI_global_forecast_model_for_education
  with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model
  ☆19Updated last week
• lili-lei / SummerSchool2021_MLAS
  ☆39Updated 3 years ago
• nmcdev / meteva
  提供气象产品检验相关程序
  ☆183Updated 2 weeks ago
• lastproxy / Basic_PredRNN_Seq2seq
  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.
  ☆32Updated 4 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆17Updated 2 years ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆48Updated 3 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆96Updated 11 months ago