StratoPy

Python package designed to easily manipulate CloudSat and GOES-R and generate labeled images containing cloud types.

About

This package is intended for aiding machine learning data scientist in classifying cloud imagery data into different cloud types. The main objective of Stratopy is to merge different satellite image information into a simple data frame called StratoFrame which can be used as input for neural network training with Torch.

Requirements:

You need python 3.9+ to install Stratopy. For more information about installation, please refer to Installing with pip.

Contents:

• StratoPy
• Installation
  • Installing with pip
  • Installing with git
• Stratopy Documentation
  • stratopy.cloudsat module
  • stratopy.core module
  • stratopy.goes module
  • stratopy.IO module
• StratoPy Tutorial
  • The stratopy package
  • Using the IO Module: Downloading data
  • Loading data
    • Using the Cloudsat Module
    • Using the GOES Module
      • Opening One Channel Of A CMI Image
  • Merging data from GOES and CloudSat
  • Understanding the core Module
• About us