“In response to the demand for crop lodging monitoring, experts propose the StandardCurve iForest RF method, which uses Sentinel-2 data to construct growth standard curves and combines spatiotemporal judgment mechanisms to achieve automated and accurate identification of lodging events, providing technical support for agricultural disaster monitoring.”