slerch / ppnn
post-processing experiments with neural networks
☆61Updated 3 years ago
Alternatives and similar repositories for ppnn:
Users that are interested in ppnn are comparing it to the libraries listed below
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- ☆31Updated 2 years ago
- ☆40Updated 3 years ago
- ☆39Updated 3 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆91Updated 8 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆67Updated 3 years ago
- Deep learning approaches for statistical downscaling in climate☆72Updated 2 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆16Updated 3 years ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated 3 weeks ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆71Updated last year
- A Python Package for Statistical Analysis of Climate☆61Updated 7 months ago
- 2021年统计后处理培训教程.☆18Updated 3 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆30Updated last year
- ☆26Updated 9 months ago
- ☆29Updated 7 months ago
- ☆25Updated this week
- Python code to assist in familiarizing meteorologists with machine learning☆29Updated 3 months ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 2 years ago
- ☆48Updated this week
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆55Updated 2 months ago
- Maximum Covariance Analysis in xarray for Climate Science☆70Updated 2 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- ☆111Updated 3 years ago
- Beta for Pangeo Postprocessing☆16Updated 4 years ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆37Updated 2 years ago
- A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.☆18Updated 3 years ago
- RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash☆33Updated last year
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆23Updated last year