Development of multi-disturbance bagging Extreme Learning Machine method for cadmium content prediction of rape leaf using hyperspectral imaging technology

Jiehong Cheng,Jun Sun,Kunshan Yao,Min Xu,Simin Wang,Lvhui Fu

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2022）

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摘要

•HSI was used to detect heavy metal Cd content in rape leaves.•A new regression method was proposed to combine with HSI to determine Cd content.•MdbaggingELM can improve the robustness and prediction accuracy of the model.

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关键词

Rape,Cadmium,Hyperspectral imaging,Extreme Learning Machine,Bagging

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