We present a novel and efficient approach that enables the evaluation of environmental quality in cities worldwide using high-resolution satellite imagery, based on new green index (GI) through multivariate analysis, to compare proportion urban spaces (UGSs) with built impervious surfaces. High-resolution images were used perform supervised classification 25 districts city São Paulo, Brazil. On...