ldicarlo1 / weather_forecast_bias_correctionLinks
A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.
☆22Updated 4 years ago
Alternatives and similar repositories for weather_forecast_bias_correction
Users that are interested in weather_forecast_bias_correction are comparing it to the libraries listed below
Sorting:
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- ☆34Updated 3 months ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 10 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆95Updated last year
- Collections of functions for plotting WRF data☆12Updated 2 years ago
- ☆40Updated 4 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆31Updated 2 years ago
- An application to convert NetCDF files to the Little-R format. The Little-R format is the accepted input format for the WRF data assimila…☆22Updated 7 years ago
- post-processing experiments with neural networks☆63Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆31Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Python scripts during my PhD studies (2020 - 2022)☆26Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- 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 8 months ago
- Python lib for Reading/Creating MPAS/WRF-WPS intermediate file☆25Updated 10 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- A Physics-Based, Tropical Cyclone Downscaling Model☆41Updated last month
- A data preparation tool in CEMC/CMA.☆19Updated 2 months ago
- ☆21Updated last year
- TATHU is a Python package for tracking and analyzing the life cycle of convective systems.☆35Updated 3 weeks ago
- Scripts of downloading weather data: satellite and reanalysis data☆22Updated 2 years ago
- Deep learning approaches for statistical downscaling in climate☆72Updated 3 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- MCS tracking for Third Pole region☆14Updated 4 years ago
- Python automation script to download the Global Forecast System (GFS) data from NOMADS NOAA with spatial resolution 0.25 degree and execu…☆21Updated last year
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆15Updated last year
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago