Change-Agent: Towards Interactive Comprehensive Change Interpretation and Analysis from Change Detection and Change Captioning introduces Change-Agent.

• Crafts a multi-level change interpretation (MCI) model comprising pixel and semantic-level components.
• MCI model features bi-temporal images with change masks and captions for training.
• Facilitates comprehensive change interpretation and user-instructed analysis.

Change-Agent represents a pivotal shift in remote sensing technology, enhancing the way we decipher surface changes on Earth. Its potential in informing policy decisions and environmental strategies is immense.