Leaf area index estimation model for UAV image hyperspectral data based on wavelength variable selection and machine learning methods

Abstract

The Xgboost modeling method in combine with CARS_SPA algorithm can reduce input variables and improve the efficiency of model operation. The results provide reference and technical support for nondestructive and rapid estimation of winter wheat LAI by using UAV.