KGHM Polska Miedź (Poland)

Suburbanisation effects on light pollution in Warsaw’s natural areas assessed using drone imagery and machine learning

Suburbanisation is a major driver of artificial light at night (ALAN) in urban environments, yet its specific impacts on ecologically valuable areas remain insufficiently quantified. This study investigates the effects of suburbanisation on light pollution (LP) across eight ecolo...