Python code to assist in familiarizing meteorologists with machine learning
☆34Dec 31, 2024Updated last year
Alternatives and similar repositories for WAF_ML_Tutorial_Part2
Users that are interested in WAF_ML_Tutorial_Part2 are comparing it to the libraries listed below
Sorting:
- Python code to assist in familiarizing meteorologists with machine learning☆63Feb 27, 2023Updated 3 years ago
- Plots OCO-2 lite file data on MODIS imagery☆14Feb 23, 2025Updated last year
- 高级的、易用的 Micaps 在线数据读取包☆15Jun 12, 2025Updated 9 months ago
- Spline Analysis at Mesoscale Utilizing Radar and Aircraft Instrumentation☆18Oct 27, 2025Updated 4 months ago
- python package to open GPM-DPR files into xarray to leverage xarray perks☆37Feb 14, 2025Updated last year
- Raincell tracking algorithm☆10Feb 12, 2020Updated 6 years ago
- ☆14Jan 9, 2018Updated 8 years ago
- Visualizing ECMWF's ERA5 Reanalysis from both Single and Pressure Levels on hourly basis (These notebooks can be used, accordingly, based…☆17Sep 11, 2023Updated 2 years ago
- ☆10Apr 1, 2021Updated 4 years ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 7 years ago
- Cartesian version of rainfall type categorization of Powell et al. (2016, JTECH)☆16Dec 12, 2023Updated 2 years ago
- American Meteorological Society LaTeX Stuff☆11Mar 20, 2019Updated 6 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Nov 21, 2021Updated 4 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆31Jul 6, 2023Updated 2 years ago
- A simple Python script for converting ERA5 model-level netCDF files to the WPS intermediate format☆35Oct 6, 2025Updated 5 months ago
- Plotter for NEXRAD VWP retrievals.☆22Sep 11, 2025Updated 6 months ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆21Sep 29, 2025Updated 5 months ago
- 2021年统计后处理培训教程.☆18Jun 16, 2021Updated 4 years ago
- A Python package designed for aerosol science, providing various data processing and visualization tools.☆12Mar 12, 2026Updated last week
- ☆203Mar 12, 2025Updated last year
- A user-friendly python package for computing and plotting machine learning explainability output.☆40Feb 11, 2026Updated last month
- Fog Prediction using 3D CNN with dense block and attention☆20Jul 17, 2024Updated last year
- A weather radar data processing program☆38Updated this week
- https://metcalcpy.readthedocs.io/en/latest/index.html☆16Mar 2, 2026Updated 2 weeks ago
- A dual-polarimetric radar simulator for WRF output☆15Jan 13, 2024Updated 2 years ago
- A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning☆214May 31, 2021Updated 4 years ago
- High-level BUFR interface for ecCodes☆28Updated this week
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loops☆23Aug 6, 2023Updated 2 years ago
- API to download, query, filter and plot HIMAWARI AHI satellite data☆22May 22, 2023Updated 2 years ago
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆74Mar 9, 2026Updated last week
- Open-source and extensible radar mosaic creation in Python☆17Dec 20, 2022Updated 3 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- Python scripts for machine learning interpretability methods☆15Feb 6, 2026Updated last month
- A Physics-Based, Tropical Cyclone Downscaling Model☆49Sep 8, 2025Updated 6 months ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Jun 5, 2020Updated 5 years ago
- 📡 Process meteorological radar data. 📡☆20Sep 6, 2021Updated 4 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆26May 22, 2024Updated last year