Forests play an essential role in maintaining environmental balance and providing resources for human livelihoods, but unsustainable practices such as deforestation and illegal logging threaten their longevity. Sustainable forest management (SFM) emerges as a critical strategy to balance ecological preservation with socio-economic development.