wgquan/cloud-property-retrievals

cloud-property-retrievals

This repository aims to provide the code of the TIR-CNN model and the trained model file for the paper named "Retrieval of cloud properties from thermal infrared radiometry using convolutional neural network".

It is noteworthy that this repository will be continuously updated if further improvement is achieved.

• Due to the limitation of this website, the test data that mentioned in the manuscript can be download from the link:(https://ladsweb.modaps.eosdis.nasa.gov/search/order/1)

-- The used package version:

• numpy = 1.21.2
• h5py = 3.4.0
• torch = 1.8.0
• pyhdf = 0.10.3

Instructions for using：

• download all folders into the same folder
• main.py is the main function
• set the data path of the MYD02, MYD03, Model, and Norm file in the main.py