“In the field of vegetation drought remote sensing monitoring, experts have summarized the current research status and looked forward to future development directions. Research has shown that the development trend of monitoring methods is towards refinement, comprehensiveness, and intelligence. Future research directions include inversion techniques that couple mechanistic and learning models, temperature anomaly detection methods based on two-stage trapezoidal models, and deep learning monitoring models guided by vegetation drought response laws.”