GIBS Downloader is a command-line tool which facilitates the downloading of NASA satellite imagery and offers different functionalities in order to prepare the images for training in a machine learning pipeline.
In the question "I want to download imagery of the entire Earth. What do I need to know?" worth mentioning the size of pixels for entire earth. and how long should one expect it would take for tiling it.