post-processing experiments with neural networks
☆63Nov 23, 2021Updated 4 years ago
Alternatives and similar repositories for ppnn
Users that are interested in ppnn are comparing it to the libraries listed below
Sorting:
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 2 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated last month
- IMPROVER is a library of algorithms for meteorological post-processing.☆121Mar 13, 2026Updated last week
- Code repository for the paper "A Comparative Study of Convolutional Neural Network Models for Wind Field Downscaling" by Kevin Höhlein, M…☆16Sep 9, 2020Updated 5 years ago
- Code for neural network parameterization project☆76Apr 24, 2020Updated 5 years ago
- A python library to extract topographical features from elevation data.☆25Jan 15, 2024Updated 2 years ago
- ☆110Jun 10, 2021Updated 4 years ago
- Metrics for verifying forecasts☆237Feb 23, 2026Updated 3 weeks ago
- scoring rules to evaluate probabilistic forecasts☆66Sep 23, 2025Updated 6 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- 📡 Process meteorological radar data. 📡☆20Sep 6, 2021Updated 4 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 5 years ago
- Machine learning forecast model for WxChallenge☆96Apr 10, 2020Updated 5 years ago
- ☆14Jul 1, 2020Updated 5 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated this week
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Jun 5, 2020Updated 5 years ago
- A Baseline of Typhoon Prediction☆50Dec 15, 2023Updated 2 years ago
- Isotonic Distributional Regression (IDR)☆18Nov 13, 2023Updated 2 years ago
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- Climate Analysis Tool written in python☆28Feb 22, 2023Updated 3 years ago
- ☆35Jan 23, 2023Updated 3 years ago
- ☆10Aug 9, 2022Updated 3 years ago
- A benchmark dataset for data-driven weather forecasting☆814Dec 8, 2023Updated 2 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆250Updated this week
- The backbone of my geo-spatial analysis code.☆10Jan 14, 2024Updated 2 years ago
- El nino forecast based on a few machine learning methods☆23Sep 8, 2016Updated 9 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆99Jul 30, 2024Updated last year
- Running WRF/GSI with Python☆18Jun 1, 2016Updated 9 years ago
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 3 years ago
- Collocate xarray trajectories in arbitrary physical dimensions☆21Sep 6, 2018Updated 7 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- Python for Climate and Meteorological Data Analysis and Visualisation☆21Jan 31, 2019Updated 7 years ago
- Latent diffusion for generative precipitation nowcasting☆141Jul 10, 2023Updated 2 years ago
- Some useful and excellent tutorials☆17Sep 25, 2019Updated 6 years ago
- a python module that allows reading and writing BUFR formatted files, where BUFR stands for Binary Universal Form for the Representation …☆29May 24, 2022Updated 3 years ago
- Python Fundamental Calculations for Radar Meteorology☆47Feb 22, 2018Updated 8 years ago
- Weather parameter post processing tool☆30Mar 2, 2026Updated 2 weeks ago
- Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competition☆21Sep 7, 2023Updated 2 years ago
- The community fork of NOAA-EMC/GSI. Its master branch syncs with NOAA-EMC/GSI automatically. Its default branch is "DTC", which is more w…☆10Nov 29, 2021Updated 4 years ago