SIPI detects vegetation stress by measuring the ratio of carotenoids to chlorophyll. It is insensitive to canopy structure variations, making it reliable for stress detection across different vegetation types. Higher values indicate increased carotenoid-to-chlorophyll ratio, signaling plant stress.