Abstract
<jats:p>The growing complexity of environmental systems demands advanced analytical approaches that integrate spatial data processing with intelligent decision making. Geographic Information Systems (GIS) provide essential capabilities for managing and visualizing environmental data, but their analytical potential is significantly enhanced when combined with artificial intelligence (AI). This paper proposes an integrated GIS–AI framework for intelligent environmental monitoring and natural resource management. The approach incorporates multi layer geospatial data, remote sensing, unmanned aerial vehicles, and sensor based observations to support real time analysis and predictive modeling. Artificial intelligence techniques are applied to identify spatial patterns, assess environmental risks, and support scenario based decision making. The proposed framework improves scalability, adaptability, and analytical efficiency compared to conventional GIS based systems, demonstrating its potential for sustainable environmental protection and resource management.</jats:p>