Understanding afforestation, reforestation, and deforestation (ARD) is essential in the fight against climate change. These processes influence ecosystems, climate regulation, and biodiversity. In Siberia, a region of immense ecological and climatic importance, monitoring ARD is central to ensuring environmental sustainability. This chapter examines the definitions of ARD, the challenges involved, and the latest approaches for detecting forest changes.