Dlong12 / GANNLinks
The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.
☆10Updated last year
Alternatives and similar repositories for GANN
Users that are interested in GANN are comparing it to the libraries listed below
Sorting:
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated 3 months ago
- 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
- a GAN for precipitation downscaling☆42Updated 3 years ago
- Deep learning approaches for statistical downscaling in climate☆72Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Estimate PM2.5/PM10 from satellite imagery☆10Updated last month
- Visualize Himawari-8 satellite data☆17Updated 2 years ago
- 读取FY4A的所有产品☆35Updated 3 years ago
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆27Updated 4 years ago
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 10 months ago
- ☆13Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- ☆42Updated 4 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated 10 months ago
- A Python Package for Statistical Analysis of Climate☆64Updated last year
- The Common Land Model☆56Updated this week
- 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
- The repository is for the script used in the paper "The evaluation of meteorological drought in CMIP5 model simulations" (2016)☆10Updated 9 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Updated 5 years ago
- ☆45Updated 4 months ago
- Code for CLIMEA-BCUD☆12Updated 2 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆95Updated last year
- Downscaling soil moisture estimates from NASA's SMAP mission 9km product☆12Updated 7 years ago
- Scripts of downloading weather data: satellite and reanalysis data☆22Updated 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
- A collection of implementations functions implementing variants of the triple collocation method☆11Updated 10 years ago
- ☆40Updated 4 years ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆31Updated last year