This paper discusses and examines ways to enhance environmental sustainability through the use of Artificial Intelligence (AI). The integration of Artificial Intelligence contributes to environmental sustainability by enabling the detection and monitoring of green land, supporting efforts in climate stabilisation, sustainable agriculture and ecosystem conservation. The research focuses on identifying regions with existing vegetation and detecting vacant or unused land appropriate for plantation activities. It enables users to easily identify regions rich in plant life as well as those lacking vegetation, aiding in strategic environmental planning. The app was developed to display the satellite images and the corresponding output. By analysing satellite imagery, the app provides a visual overview of plant distribution and vacant land. The proposed application uses AI and remote sensing data to provide accurate vegetation mapping and identify empty spaces. By identifying both planted and barren zones, the app contributes to better land management and ecosystem planning.