Datasets for the E-learning course on Time Series Analysis in Remote Sensing for Understanding Human-Environment Interactions (E-TRAINEE) developed by research groups from four partner universities – Charles University, Heidelberg University, University of Innsbruck, and University of Warsaw. Complete datasets (.zip files) for Module 1, 3, and 4 are included. The dataset for Module 2 is separated into multiple files due to its larger size. Each theme or exercise is represented by one file, starting with the prefix "Module2_".