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Video lesson by Professor Danilo Magalhães, created to support the teaching of Remote Sensing in Undergraduate Geography (and related areas), which demonstrates the use of the Semi-Automatic Classification (SCP) plugin in QGIS to create spectral signatures of targets of interest, as well as the supervised classification process using the Random Forest algorithm.