基于参数化和非参数化法的棉花生物量高光谱遥感估算

周萌,韩晓旭,郑恒彪,程涛,田永超,朱艳,曹卫星,姚霞

Remote Sensing Estimation of Cotton Biomass Based on Parametric and Nonparametric Methods by Using Hyperspectral Reflectance

ZHOU Meng,HAN XiaoXu,ZHENG HengBiao,CHENG Tao,TIAN YongChao,ZHU Yan,CAO WeiXing,YAO Xia

表3 非参数化算法

Table 3 Non-parametric algorithm

算法 Algorithms 核心算法 Core algorithm 文献 Reference PLSR Matrix inversion [39] RF Bootstraping [40] ANN Levenberg-Marquardt algorithm [41] RT Sorting & grouping [42] BaT Bootstrap aggregation (bagging) + RT [43] BoT Least squares boosting + RT [44] SVM Bayesian statistical inference [20] GPR Bayesian statistical inference [45]