Alternatives and similar repositories for ml4convection

Users that are interested in ml4convection are comparing it to the libraries listed below

• lkugler / RTTOV-WRF-MPAS
  Simulate satellite images from WRF and MPAS model output
  ☆26Updated last month
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• zxdawn / weather_data
  Scripts of downloading weather data: satellite and reanalysis data
  ☆22Updated 3 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆19Updated 3 years ago
• lmadaus / pyWRFDART
  A collection of Python scripts for running WRF with the DART data assimilation system
  ☆31Updated 2 years ago
• NMC-DAVE / dk_tutorials_2021
  2021年统计后处理培训教程.
  ☆18Updated 4 years ago
• dopplerchase / DRpy
  python package to open GPM-DPR files into xarray to leverage xarray perks
  ☆37Updated 10 months ago
• danielphilipp / seviri_ml
  SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud to…
  ☆14Updated 2 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• tpys / FuXi-S2S
  ☆36Updated 6 months ago
• ai2es / WAF_ML_Tutorial_Part2
  Python code to assist in familiarizing meteorologists with machine learning
  ☆34Updated last year
• ai2es / WAF_ML_Tutorial_Part1
  Python code to assist in familiarizing meteorologists with machine learning
  ☆62Updated 2 years ago
• bugsuse / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆34Updated 5 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。
  ☆54Updated 10 months ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• djgagne / hagelslag
  Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …
  ☆71Updated last year
• shenyulu / easyclimate
  A line of code to analyze climate
  ☆49Updated last month
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆96Updated last year
• JuliaKukulies / mcs_tracking
  MCS tracking for Third Pole region
  ☆15Updated 4 years ago
• openradar / ams-open-radar-2023
  Repository for the 2023 AMS Radar Short Course
  ☆19Updated 2 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• damianinsua / WRF-WVTs
  Weather Research and Forecasting (WRF) model with moisture tracers
  ☆33Updated last year
• SantanderMetGroup / DeepDownscaling
  Deep learning approaches for statistical downscaling in climate
  ☆74Updated 3 years ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆42Updated 4 years ago
• scollis / notebooks
  Assorted notebooks for my Scientific work
  ☆22Updated 5 months ago
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆91Updated 2 months ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• yingkaisha / JAMC_20_0057
  (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".
  ☆20Updated 4 years ago
• Yefee / xMCA
  Maximum Covariance Analysis in xarray for Climate Science
  ☆70Updated 3 years ago