This study aims to provide a comprehensive review of the role and impact of geospatial technologies and data-driven approaches in sustainable resource management. The research employs a systematic review methodology, analyzing over 80 peer-reviewed articles, case studies, and reports across multiple domains, including agriculture, water resources, mineral exploration, and environmental conservation. Key themes evaluated include technology integration, spatial data infrastructure, and sector-specific applications in sustainability initiatives.